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Associate - Trading Analytics and Insights - Business Intelligence Engineer
JPMorgan Chase, Mumbai, Any
As a part of Trade Analytics and Insights, you will be able to combine technical skills, interpersonal skills, and financial markets knowledge to autonomously drive projects forward. You will be expected to work with numerous teams including sales, trading, and controls partners. Projects include creation and proliferation of business insights via automated toolkits, data driven sales lead generation, development of new tools for sales people, development of dashboards for trading and business heads, and some education of the existing sales and trading organization. The key attributes for this candidate will include: Strong team player with an entrepreneurial predisposition and strong interpersonal skills as required to interact with personnel across the team and firm. Ability to parse complex tasks and juggle priorities in a highly dynamic professional environment. Strong initiative, energy and confidence completing assignments with limited / minimal supervision. Detail oriented when it comes to data and project tasks. Excellent communication skills (written & verbal) and relationship management skills. Job Responsibilities Leverage business/markets knowledge and data expertise to provide meaningful insights to business heads. Work with key stakeholders and partners to determine their ideal solution to a given problem. Define the roadmap and requirements to create that solution. Execute that roadmap through SQL, Alteryx, Python, and/or Tableau Leverage Alteryx/Python skills to do data deep-dives Leverage Tableau skills to create dynamic dashboards for senior management Partner effectively across several internal teams and external vendors Required qualifications, capabilities and skills BE/BTech in Comp Science, Information Technology, Data Science, Electronics, Electronics and Telecommunication OR Masters in Data Science, Business Intelligence, Data Analytics 4-6 years of relevant experience in data & analytics Demonstrated experience in Alteryx /SQL/Python (Numpy, Pandas, Matplotlib, Seaborn) Demonstrated experience in Tableau/PowerBI/Qliksense Possess hard programming and data modeling skills combined with the softer communication, analytical thinking and problem-solving skills needed to scope, develop, and deliver elegant solutions to complex problems Preferred qualifications, capabilities and skills: Bachelors/Masters in Data Science, Computer Science, Business Intelligence, Info Tech MBA/CFA is a plus Experience in an equity, fixed income, foreign exchange trading or analytics role is a plus About usJPMorgan Chase & Co., one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.About the TeamJ.P. Morgan Asset & Wealth Management delivers industry-leading investment management and private banking solutions. Asset Management provides individuals, advisors and institutions with strategies and expertise that span the full spectrum of asset classes through our global network of investment professionals. Wealth Management helps individuals, families and foundations take a more intentional approach to their wealth or finances to better define, focus and realize their goals.Salary: . Date posted: 03/28/2024 10:25 PM
Lead Engineer : Platform Engineering (5:8 Years) for a Premier Asset Management Company
, mumbai, IN
We are looking for a " Lead Engineer : Platform Engineering "for one of our esteemed Clients for MumbaiLocation.RESPONSIBILITIES:Lead the team on web application security, database schema design, SQL queries and API development.Develop and maintain secure, resilient, scalable and high performance enterprise systems that facilitate online financial transactions in Mutual Funds.Develop Restful API's around the core product to be consumed by the web applications and mobile applications teams.Constantly and consistently enhance API's and core product features that impact online sales and onsite engagement.Design the data schema using both relational and non:relational data stores.Query and extract data from relational databases using SQL.Work closely with the web, mobile, platform teams and product manager to implement a versatile, feature complete API layer for the entire business.Enhance the back end capabilities of our in:house Content Management System.Analyze system requirements, identify and design service endpoints and implement them in a modular, maintainable manner.Collaborate with other team members to ensure a seamless product experience.Participate in design and code reviews.Mentor and lead a team of engineers.REQUIREMENT :At least 5 years of experience in software development with product:focused web companies building complex software systems that have been successfully delivered to customers.A clear grasp of HTTP and REST concepts and prior experience in development and maintenance of a service oriented system (Jersey or Dropwizard experience a plus)A thorough knowledge of SQL.Proficiency in writing code in at least one object:oriented programming language such as Java, Python or C++.Deep understanding of data:driven web application design and development.Must be a fast, efficient coder and make coding and design decisions with multiple simultaneous dimensions in mind.Knowledge of object:oriented design, data structures and algorithm design.Experience with relational databases (Oracle, MySQL, PostgreSQL, etc.)Strong problem solving and analytical capabilities.Self:starter and ability to work in a highly collaborative environment.
Quant Analytics Associate - Data Engineer
JPMorgan Chase, Mumbai, Any
Job Responsibility: Migrate Small Business Data to Public Cloud (AWS and Snowflake) Partner closely with BB Executive Director of Automation and Transformation to execute on new build and conversion book of work to the Cloud data consumption platform; Partner with Data Owners and D&A Leads to understand data roadmap that support analytics needs; Partner with CCB Architecture and technology scrum teams where needed on data modernization; Identify, prioritize, develop and coordinate the migration of legacy and new data needs to align with Small Business Data Strategy; Develop consumption data model that bridges the data within and across line of business to increase scale, use and value; Streamline and automate data assets that support cross-product data sharing, self-serve analytics, and dashboards; Research and identify technology data gaps (missing fields for analytical calculations) and partner with product technology to build into upstream systems to support analytics needs; Define, develop and establish Modeling Team roadmap and implementation planning for our Modeling, Machine Learning & AI Ecosystems; Support data integration projects with external data providers into our systems; Build and incorporate data audit checks and control standardsRequired Qualifications, Skills and Capabilitie 3+ years of analytics, business intelligence, data warehouse, data architecture, or data governance experience Master's or Bachelor's degree in related field (e.g. Data Analytics, Computer Science, Math/Statistics or Engineering) with 3+ years' experience in related discipline Demonstrated understanding in programming languages such as: SQL, SAS, Python, Spark, Java or Scala Experience building relational data models in multiple technology platforms (Teradata, Oracle, Hadoop or Cloud e.g. AWS, GCP, or Azure) Hands-on experience in researching, testing and developing automated data processes including building a common framework to drive consistency and coding best practices Ability to network and work effectively with colleagues at all levels of technical and business expertise Excellent documentation and communication skills both written and verbal Excellent time management, multi-tasking and prioritization skills including ability to self-manage Experience with internal controls and compliance with regulatory and contractual obligations Experience working with data visualization and presentation tools Knowledge of how to appropriate classify risk of data to tag for access management Financial Service industry experience desired, but we are open to evaluating candidates with strong analytics and technical background from other industries Ideally knowledge of Business/Commercial Banking products and services, including deposits, lending, cash management, credit cards and merchant services Preferred Qualifications, Skills and Capabilitie Experience in Big Data and Cloud platforms (Hadoop, Teradata, AWS, GCP, Azure) Experience in using data wrangling tooling (SQL, SAS, Alteryx, Python, Spark, Java, Scala, Snowflake, Redshift, Databricks) Experience in dynamic and interactive reporting/visualization applications such as Tableau Proficient in standard data architecture, data extraction, load processing, data mining and analytical methodology (e.g. logistic regression, match pairs, and neural networks) Proficient in scheduling job workflows using software such as Control-M or Alteryx Scheduler Working knowledge of code versioning software (e.g. Bitbucket) and document change management/workflow software (e.g. JIRA, Confluence)About usJPMorgan Chase & Co., one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.About the TeamOur Consumer & Community Banking division serves our Chase customers through a range of financial services, including personal banking, credit cards, mortgages, auto financing, investment advice, small business loans and payment processing. We're proud to lead the U.S. in credit card sales and deposit growth and have the most-used digital solutions - all while ranking first in customer satisfaction.The CCB Data & Analytics team responsibly leverages data across Chase to build competitive advantages for the businesses while providing value and protection for customers. The team encompasses a variety of disciplines from data governance and strategy to reporting, data science and machine learning. We have a strong partnership with Technology, which provides cutting edge data and analytics infrastructure. The team powers Chase with insights to create the best customer and business outcomes.Salary: . Date posted: 04/12/2024 10:27 PM
Software Engineer II - Python, LLM
JPMorgan Chase, Mumbai, Any
You're ready to gain the skills and experience needed to grow within your role and advance your career - and we have the perfect software engineering opportunity for you. As a Software Engineer II at JPMorgan Chase within the Asset & Wealth Management - Tech Research, you are part of an agile team that works to enhance, design, and deliver the software components of the firm's state-of-the-art technology products in a secure, stable, and scalable way. As an emerging member of a software engineering team, you execute software solutions through the design, development, and technical troubleshooting of multiple components within a technical product, application, or system, while gaining the skills and experience needed to grow within your role. Job responsibilities Executes standard software solutions, design, development, and technical troubleshooting Writes secure and high-quality code using the syntax of at least one programming language with limited guidance. Collaborate closely with various teams to prototype, build, test and deploy a large scale federated LLM platform. Build & operate highly sophisticated LLM driven applications. Collaborate with Devops engineers to plan and deploy data storage and processing systems, especially for text, timeseries and financial data. Designs, develops, codes, and troubleshoots with consideration of upstream and downstream systems and technical implications Applies knowledge of tools within the Software Development Life Cycle toolchain to improve the value realized by automation Applies technical troubleshooting to break down solutions and solve technical problems of basic complexity Gathers, analyzes, and draws conclusions from large, diverse data sets to identify problems and contribute to decision-making in service of secure, stable application development Learns and applies system processes, methodologies, and skills for the development of secure, stable code and systems Adds to team culture of diversity, equity, inclusion, and respect Required qualifications, capabilities, and skills Formal training or certification on software engineering concepts and 2+ years applied experience Hands-on practical experience in system design, application development, testing, and operational stability. Advanced python programming skills. Proven experience in building and operating scalable ML-driven products. Proficiency in cloud technologies, Kubernetes, Airflow. Hands-on Azure, AWS experience. Experience in Terraform, IaaC. Experience with microservices performance tuning, performance optimization, real-time applications. Experience in developing, debugging, and maintaining code in a large corporate environment with one or more modern programming languages and database querying languages Experience across the whole Software Development Life Cycle Exposure to agile methodologies such as CI/CD, Application Resiliency, and Security Emerging knowledge of software applications and technical processes within a technical discipline (e.g., cloud, artificial intelligence, machine learning, mobile, etc.) Preferred qualifications, capabilities, and skills Experience with financial data. AWS & Azure Certifications - associate level (architecture, AI, Big Data) About usJPMorgan Chase & Co., one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.About the TeamJ.P. Morgan Asset & Wealth Management delivers industry-leading investment management and private banking solutions. Asset Management provides individuals, advisors and institutions with strategies and expertise that span the full spectrum of asset classes through our global network of investment professionals. Wealth Management helps individuals, families and foundations take a more intentional approach to their wealth or finances to better define, focus and realize their goals.Salary: . Date posted: 04/17/2024 10:26 PM
Software Engineer III - Python, LLM
JPMorgan Chase, Mumbai, Any
We have an exciting and rewarding opportunity for you to take your software engineering career to the next level. As a Software Engineer III at JPMorgan Chase within the Asset & Wealth Management - Tech Research , you serve as a seasoned member of an agile team to design and deliver trusted market-leading technology products in a secure, stable, and scalable way. You are responsible for carrying out critical technology solutions across multiple technical areas within various business functions in support of the firm's business objectives.Job responsibilities Executes software solutions, design, development, and technical troubleshooting with ability to think beyond routine or conventional approaches to build solutions or break down technical problems Creates secure and high-quality production code and maintains algorithms that run synchronously with appropriate systems. Collaborate closely with various teams to prototype, build, test and deploy a large scale federated LLM platform. Build & operate highly sophisticated LLM driven applications. Collaborate with Devops engineers to plan and deploy data storage and processing systems, especially for text, timeseries and financial data. Produces architecture and design artifacts for complex applications while being accountable for ensuring design constraints are met by software code development Gathers, analyzes, synthesizes, and develops visualizations and reporting from large, diverse data sets in service of continuous improvement of software applications and systems Proactively identifies hidden problems and patterns in data and uses these insights to drive improvements to coding hygiene and system architecture Contributes to software engineering communities of practice and events that explore new and emerging technologies Adds to team culture of diversity, equity, inclusion, and respectRequired qualifications, capabilities, and skills Formal training or certification on software engineering concepts and 3+ years applied experience Hands-on practical experience in system design, application development, testing, and operational stability. Advanced python programming skills. Proven experience in building and operating scalable ML-driven products. Proficiency in cloud technologies, Kubernetes, Airflow. Hands-on Azure, AWS experience. Experience in Terraform, IaaC. Experience with microservices performance tuning, performance optimization, real-time applications. Experience in developing, debugging, and maintaining code in a large corporate environment with one or more modern programming languages and database querying languages Experience across the whole Software Development Life Cycle Exposure to agile methodologies such as CI/CD, Application Resiliency, and Security Emerging knowledge of software applications and technical processes within a technical discipline (e.g., cloud, artificial intelligence, machine learning, mobile, etc.) Preferred qualifications, capabilities, and skills Experience with financial data. AWS & Azure Certifications - associate level (architecture, AI, Big Data) About usJPMorgan Chase & Co., one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.About the TeamJ.P. Morgan Asset & Wealth Management delivers industry-leading investment management and private banking solutions. Asset Management provides individuals, advisors and institutions with strategies and expertise that span the full spectrum of asset classes through our global network of investment professionals. Wealth Management helps individuals, families and foundations take a more intentional approach to their wealth or finances to better define, focus and realize their goals.Salary: . Date posted: 04/17/2024 10:26 PM
Lead Software Engineer - Python, LLM
JPMorgan Chase, Mumbai, Any
We have an opportunity to impact your career and provide an adventure where you can push the limits of what's possible.As a Lead Software Engineer at JPMorgan Chase within the Asset & Wealth Management - Tech Research, you are an integral part of an agile team that works to enhance, build, and deliver trusted market-leading technology products in a secure, stable, and scalable way. As a core technical contributor, you are responsible for conducting critical technology solutions across multiple technical areas within various business functions in support of the firm's business objectives.Job responsibilities Executes creative software solutions, design, development, and technical troubleshooting with ability to think beyond routine or conventional approaches to build solutions or break down technical problems Develops secure high-quality production code, and reviews and debugs code written by others. Collaborate with Data Science, Cybersecurity to deliver state of the art ML products. Hands on involvement in building and operating highly sophisticated LLM driven applications. Identifies opportunities to eliminate or automate remediation of recurring issues to improve overall operational stability of software applications and systems. Managing and supporting a team of ML and MLOps engineers. Collaborate with Devops engineers to plan and deploy data storage and processing systems. Leads evaluation sessions with external vendors, startups, and internal teams to drive outcomes-oriented probing of architectural designs, technical credentials, and applicability for use within existing systems and information architecture Leads communities of practice across Software Engineering to drive awareness and use of new and leading-edge technologies Adds to team culture of diversity, equity, inclusion, and respectRequired qualifications, capabilities, and skills Formal training or certification on software engineering concepts and 5+ years applied experience Hands-on practical experience delivering system design, application development, testing, and operational stability Advanced python programming skills. Proven experience in building and operating scalable ML-driven products. Hands on experience in Azure and AWS. Experience with microservices performance tuning, performance optimization, real-time applications. Terraform, IaaC experience. Proficiency with cloud technologies like Kubernetes, Airflow. Proficient in all aspects of the Software Development Life Cycle Advanced understanding of agile methodologies such as CI/CD, Application Resiliency, and Security Demonstrated proficiency in software applications and technical processes within a technical discipline (e.g., cloud, artificial intelligence, machine learning, mobile, etc.) In-depth knowledge of the financial services industry and their IT systems. Practical cloud native experience Preferred qualifications, capabilities, and skills Experience with financial data and data science. Azure and/or AWS Certifications ( Architect, Big Data, AI/ML ) . About usJPMorgan Chase & Co., one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.About the TeamJ.P. Morgan Asset & Wealth Management delivers industry-leading investment management and private banking solutions. Asset Management provides individuals, advisors and institutions with strategies and expertise that span the full spectrum of asset classes through our global network of investment professionals. Wealth Management helps individuals, families and foundations take a more intentional approach to their wealth or finances to better define, focus and realize their goals.Salary: . Date posted: 04/17/2024 10:26 PM
Sr. ML Engineer
General Mills, Powai, Mumbai, Any
India is among the top ten priority markets for General Mills, and hosts our Global Shared Services Centre. This is the Global Shared Services arm of General Mills Inc., which supports its operations worldwide. With over 1,300 employees in Mumbai, the center has capabilities in the areas of Supply Chain, Finance, HR, Digital and Technology, Sales Capabilities, Consumer Insights, ITQ (R&D & Quality), and Enterprise Business Services. Learning and capacity-building is a key ingredient of our success. Shift timings - RegularAbout General Mills We make foodthe world loves: 100 brands. In 100 countries. Across six continents. With iconic brands like Cheerios, Pillsbury, Betty Crocker, Nature Valley, and Häagen-Dazs, we've been serving up food the world loves for 155 years (and counting). Each of our brands has a unique story to tell.How we make our food is as important as the food we make. Our values are baked into our legacy and continue to accelerate us into the future as an innovative force for good. General Mills was founded in 1866 when Cadwallader Washburn boldly bought the largest flour mill west of the Mississippi. That pioneering spirit lives on today through our leadership team who upholds a vision of relentless innovation while being a force for good. The awards and recognition we've received showcase our commitment to be a force for good:• World's Most Admired Companies, Fortune 2022 • America's Most Responsible Companies, Newsweek 2022 • 100 Best Corporate Citizens, 3BL 2021 • Best Places to Work for LGBTQ Equality, Human Rights Campaign 2022 • 100 Best Companies, Seramount 2021 • Diversity Best Practices Leading Inclusion Index, Seramount 2021 • Best Companies for Dads, Seramount 2021 • Best Companies for Multicultural Women, Seramount 2021 • Top 10 Companies for Executive Women, Seramount 2021 • Military Friendly Employer Bronze, VIQTORY 2021 • Best Place to Work, Canada, Greater Toronto, 2021 • Top 50 - India's Best Workplaces for Women, 2021 • Top Workplaces in Brazil, 2021 • Asia's Best Workplaces, 2021Hungry for What's Next We exist to make food the world loves, and it shows. Our passion for people, doing good and creating delicious food has energized us for over 150 years. Breaking away from the pack is how we win, so we need your unique perspectives: your quirks, 'crazy' ideas, rigor and insatiable curiosity to make it happen. We want people who constantly experiment, embracing the new and bold, who keep pushing to turn ideas into reality, no matter how big or small. We've learned becoming the undisputed leader in food means continuously reshaping, reimagining and rebuilding- that only happens when you surround yourself with those who are hungry for what's next. For more details check out www.generalmills.comGeneral Mills India Centre General Mills India Center (GIC) operates out of Mumbai and supports the global operations of General Mills. The center was established in 2005 and has grown in strength. Today, we are a vibrant and diverse team of over 1500 employees that come together to champion business services for the various global entities of General Mills in the areas of Business Operations, Analytics Consulting, Logistics, Finance, IT Development & Technology Consulting, Consumer & Market Intelligence, Sales Capabilities, Research & Development.Digital and Technology team Digital and Technology is the largest team in GIC, which focuses on understanding the latest and innovative trends in technology and leading the adoption of cutting-edge technologies at General Mills. The team closely collaborates with global business teams to understand business models and assess where technology can leveraged to bring efficiency and disruption. Be it AI/ML, Data Science, IoT, NLP, Cloud, Infrastructure, RPA and Automation, Digital Transformation, Cyber Security, Blockchain or Enterprise Architecture, GIC Digital and Technology has something for every technology enthusiast who wants to work here. Our MillsWorks initiative is where we bring agile@scale delivery model to life. Here, business and technology teams work cohesively in pods as ONE team, driven by a singular mission and focused on delivering value for the Company. Our employees, who work on large technology projects of strategic importance, are the Digital Transformation change agents.Our service partnerships and employee engagement are centered on advancing equity and strengthening communities. We believe in an inclusive culture and trust in the power of people who have a passion for learning and growing with technology. We believe in "Work with Heart". Work with Heart is focused on results, not facetime. If you are passionate about the latest in technology and want to make an impact on the digital transformation journey of a Fortune 500 company, we're waiting for you. Job Overview Role: Sr ML Engineer (Sr. Machine Learning Engineer) Location: Mumbai General Mills, Digital and Technology India, is seeking Sr Machine Learning Engineer to join the Enterprise Data Capabilities Organization. This team builds enterprise level scalable and sustainable data and model pipelines to serve the analytic needs of business impacting problem statements. In this role, you are a critical member of the data science team focused to operationalize the ML and AI models, entails model management and monitoring too. The success is to recommend innovative ways to automate the MLOps pipelines on GCP and set standards that would ensure repeated success.This capability is leveraged to fuel advanced Analytical solutions, Machine Learning and Deep Learning. It is also responsible for implementing and enhancing community of practice to determine the best practices, standards, and MLOps frameworks to efficiently delivery enterprise data solutions at General Mills.This role works in close collaboration with Data Scientists, Data Engineers, Platform Engineers and Tech Expertise to support the analytic consumption needs. Enhances the performance of the models and automates the production pipelines to gain efficiency. Role Responsibilities Establish and Implement MLOps practices: Development of end-to-end MLOps framework and Machine Learning Pipeline using GCP, Vertex AI and Software tools Management of data pipelines including config, ingestion and transformation from multiple data source like Big Query, Dbt & Google cloud storage etc Meta Data and statistics Data pipeline setup using GCP Bucket and MLMD Re-Training and Monitoring Pipeline setup with multiple criteria Vertex AI Serving Pipeline with multiple creation Vertex AI and GCP services Resource and Infra Monitoring configuration and pipeline development using GCP Automated pipeline Development for Continuous Integration (CI)/Continuous Deployment (CD) Continuous Monitoring (CM)/Continuous Training (CT) using GCP-native tool Branching strategies and Version Control using GitHub ML Pipeline orchestration and configuration using DAG and Workflow orchestration using airflow/cloud Code refactorization & coding best practices implementation as per industry standard Technology-Stack suggestion based on 360 Deg Implementing MLOps practices on project and follow the set MLOps Support the ML models throughout the E2E MLOps lifecycle from development to maintenance Architecture: Micro Services Architecture and framework Development concept Agile software Development concept Architecture Design for HLD, LLD and Solution design Team Mentoring: Programming language Pattern Design implementation Review projects PR and PBIs and suggestion for improvement Knowledge sharing session with team for specific ML Ops Guide/Mentor team members for MLOps framework development Research, Evolve and Publish best practices: Research and operationalize technology and processes necessary to scale ML Ops Ability to research and recommend MLOps best practices on new technologies, platforms, and MLOps pipeline improvement plan and suggestion Communication and Collaboration: Collaborate with technical teams like Data Science Lead, Data Scientist, Data Engineer and Platform Knowledge sharing with the broader analytics team and stakeholders is Communicate on the on-goings to embrace the remote and cross geography Align on the key priorities and focus Ability to communicate the accomplishments, failures, and risks in timely manner. Embrace learning mindset: Continually invest in your own knowledge and skillset through formal training, reading, and attending conferences and meetup Documentation: Document MLOps Process, Development, Architecture & Innovation etc and be instrumental in reviewing the same for other team members Must - have technical skills and experience Minimum qualification- Bachelor's degree (Full Time) Total Experience required 12-15 Years Expertise and at least 5 Years of professional experience in MLOps E2E framework Expertise in Data Transformation and Manipulation through Big-Query/SQL Professional experience Vertex AI and GCP Services Expertise in one of the programming Language Python/R Airflow/Cloud composer Experience Kubernetes/Kubeflow Experience MLflow Professional experience TFX Professional experience Docker -container Experience At least 5yrs of professional experience in the related field of Data Science Strong communication skills both verbal and written including the ability to interact effectively with colleagues of varying technical and non-technical Passionate about agile software processes, data-driven development, reliability, and systematic Good to have skills GCP certifi ca tion Understanding of CPG industry Bcsic understanding of dbt AutoML Concept Machine Learning -Concept of Algorithms Deep Learning- Concept of Algorithms Time Series Analysis- Concept of Algorithms Skill proficiency expectations Expert level Intermediate Level Basic Level • ML Ops E2E framework • Big Query/SQL • Python / R • Vertex AI and GCP Services • Docker-Container • Kubeflow/Kubernetes • TFX • Airflow • MLflow • GitHub • Strong communication skills • Machine Learning and Deep Learning algorithms • Agile techniques • Demonstrates teamworking skills. • Mentor others and lead best practices. • Micro Services concept • Power BI, Tableau, Looker • Good to have domain knowledge: Consumer Packed Goods industry and data sources • Analytic toolset- dbt, atscale, neo4j, AtlassianCOMPANY OVERVIEWWe exist to make food the world loves. But we do more than that. Our company is a place that prioritizes being a force for good, a place to expand learning, explore new perspectives and reimagine new possibilities, every day. We look for people who want to bring their best - bold thinkers with big hearts who challenge one other and grow together. Because becoming the undisputed leader in food means surrounding ourselves with people who are hungry for what's next.Salary: . Date posted: 04/18/2024 01:23 PM
Sr ML Engineer
General Mills, Powai, Mumbai, Any
India is among the top ten priority markets for General Mills, and hosts our Global Shared Services Centre. This is the Global Shared Services arm of General Mills Inc., which supports its operations worldwide. With over 1,300 employees in Mumbai, the center has capabilities in the areas of Supply Chain, Finance, HR, Digital and Technology, Sales Capabilities, Consumer Insights, ITQ (R&D & Quality), and Enterprise Business Services. Learning and capacity-building is a key ingredient of our success. Shift timings - RegularAbout General Mills We make foodthe world loves: 100 brands. In 100 countries. Across six continents. With iconic brands like Cheerios, Pillsbury, Betty Crocker, Nature Valley, and Häagen-Dazs, we've been serving up food the world loves for 155 years (and counting). Each of our brands has a unique story to tell.How we make our food is as important as the food we make. Our values are baked into our legacy and continue to accelerate us into the future as an innovative force for good. General Mills was founded in 1866 when Cadwallader Washburn boldly bought the largest flour mill west of the Mississippi. That pioneering spirit lives on today through our leadership team who upholds a vision of relentless innovation while being a force for good. The awards and recognition we've received showcase our commitment to be a force for good:• World's Most Admired Companies, Fortune 2022 • America's Most Responsible Companies, Newsweek 2022 • 100 Best Corporate Citizens, 3BL 2021 • Best Places to Work for LGBTQ Equality, Human Rights Campaign 2022 • 100 Best Companies, Seramount 2021 • Diversity Best Practices Leading Inclusion Index, Seramount 2021 • Best Companies for Dads, Seramount 2021 • Best Companies for Multicultural Women, Seramount 2021 • Top 10 Companies for Executive Women, Seramount 2021 • Military Friendly Employer Bronze, VIQTORY 2021 • Best Place to Work, Canada, Greater Toronto, 2021 • Top 50 - India's Best Workplaces for Women, 2021 • Top Workplaces in Brazil, 2021 • Asia's Best Workplaces, 2021Hungry for What's Next We exist to make food the world loves, and it shows. Our passion for people, doing good and creating delicious food has energized us for over 150 years. Breaking away from the pack is how we win, so we need your unique perspectives: your quirks, 'crazy' ideas, rigor and insatiable curiosity to make it happen. We want people who constantly experiment, embracing the new and bold, who keep pushing to turn ideas into reality, no matter how big or small. We've learned becoming the undisputed leader in food means continuously reshaping, reimagining and rebuilding- that only happens when you surround yourself with those who are hungry for what's next. For more details check out www.generalmills.comGeneral Mills India Centre General Mills India Center (GIC) operates out of Mumbai and supports the global operations of General Mills. The center was established in 2005 and has grown in strength. Today, we are a vibrant and diverse team of over 1500 employees that come together to champion business services for the various global entities of General Mills in the areas of Business Operations, Analytics Consulting, Logistics, Finance, IT Development & Technology Consulting, Consumer & Market Intelligence, Sales Capabilities, Research & Development.Digital and Technology team Digital and Technology is the largest team in GIC, which focuses on understanding the latest and innovative trends in technology and leading the adoption of cutting-edge technologies at General Mills. The team closely collaborates with global business teams to understand business models and assess where technology can leveraged to bring efficiency and disruption. Be it AI/ML, Data Science, IoT, NLP, Cloud, Infrastructure, RPA and Automation, Digital Transformation, Cyber Security, Blockchain or Enterprise Architecture, GIC Digital and Technology has something for every technology enthusiast who wants to work here. Our MillsWorks initiative is where we bring agile@scale delivery model to life. Here, business and technology teams work cohesively in pods as ONE team, driven by a singular mission and focused on delivering value for the Company. Our employees, who work on large technology projects of strategic importance, are the Digital Transformation change agents.Our service partnerships and employee engagement are centered on advancing equity and strengthening communities. We believe in an inclusive culture and trust in the power of people who have a passion for learning and growing with technology. We believe in "Work with Heart". Work with Heart is focused on results, not facetime. If you are passionate about the latest in technology and want to make an impact on the digital transformation journey of a Fortune 500 company, we're waiting for you. Job Overview Role: Sr ML Engr (Sr. Machine Learning Engineer) Location: Mumbai General Mills, Digital and Technology India, is seeking Sr Machine Learning Engineer to join the Enterprise Data Capabilities Organization. This team builds enterprise level scalable and sustainable data and model pipelines to serve the analytic needs of business impacting problem statements. In this role, you are a critical member of the data science team focused to operationalize the ML and AI models, entails model management and monitoring too. The success is to recommend innovative ways to automate the MLOps pipelines on GCP and set standards that would ensure repeated success.This capability is leveraged to fuel advanced Analytical solutions, Machine Learning and Deep Learning. It is also responsible for implementing and enhancing community of practice to determine the best practices, standards, and MLOps frameworks to efficiently delivery enterprise data solutions at General Mills.This role works in close collaboration with Data Scientists, Data Engineers, Platform Engineers and Tech Expertise to support the analytic consumption needs. Enhances the performance of the models and automates the production pipelines to gain efficiency. Role Responsibilities Establish and Implement MLOps practices: Development of end-to-end MLOps framework and Machine Learning Pipeline using GCP, Vertex AI and Software tools Management of data pipelines including config, ingestion and transformation from multiple data source like Big Query, Dbt & Google cloud storage etc Meta Data and statistics Data pipeline setup using GCP Bucket and MLMD Re-Training and Monitoring Pipeline setup with multiple criteria Vertex AI Serving Pipeline with multiple creation Vertex AI and GCP services Resource and Infra Monitoring configuration and pipeline development using GCP Automated pipeline Development for Continuous Integration (CI)/Continuous Deployment (CD) Continuous Monitoring (CM)/Continuous Training (CT) using GCP-native tool Branching strategies and Version Control using GitHub ML Pipeline orchestration and configuration using DAG and Workflow orchestration using airflow/cloud Code refactorization & coding best practices implementation as per industry standard Technology-Stack suggestion based on 360 Deg Implementing MLOps practices on project and follow the set MLOps Support the ML models throughout the E2E MLOps lifecycle from development to maintenance Architecture: Micro Services Architecture and framework Development concept Agile software Development concept Architecture Design for HLD, LLD and Solution design Team Mentoring: Programming language Pattern Design implementation Review projects PR and PBIs and suggestion for improvement Knowledge sharing session with team for specific ML Ops Guide/Mentor team members for MLOps framework development Research, Evolve and Publish best practices: Research and operationalize technology and processes necessary to scale ML Ops Ability to research and recommend MLOps best practices on new technologies, platforms, and MLOps pipeline improvement plan and suggestion Communication and Collaboration: Collaborate with technical teams like Data Science Lead, Data Scientist, Data Engineer and Platform Knowledge sharing with the broader analytics team and stakeholders is Communicate on the on-goings to embrace the remote and cross geography Align on the key priorities and focus Ability to communicate the accomplishments, failures, and risks in timely manner. Embrace learning mindset: Continually invest in your own knowledge and skillset through formal training, reading, and attending conferences and meetup Documentation: Document MLOps Process, Development, Architecture & Innovation etc and be instrumental in reviewing the same for other team members Must - have technical skills and experience Minimum qualification- Bachelor's degree (Full Time) Total Experience required 12-15 Years Expertise and at least 3yrs of professional experience in MLOps E2E framework Expertise in Data Transformation and Manipulation through Big-Query/SQL Professional experience Vertex AI and GCP Services Expertise in one of the programming Language Python/R Airflow/Cloud composer Experience Kubernetes/Kubeflow Experience MLflow Professional experience TFX Professional experience Docker -container Experience At least 5yrs of professional experience in the related field of Data Science Strong communication skills both verbal and written including the ability to interact effectively with colleagues of varying technical and non-technical Passionate about agile software processes, data-driven development, reliability, and systematic Good to have skills GCP certifi ca tion Understanding of CPG industry Bcsic understanding of dbt AutoML Concept Machine Learning -Concept of Algorithms Deep Learning- Concept of Algorithms Time Series Analysis- Concept of Algorithms Skill proficiency expectations Expert level Intermediate Level Basic Level • ML Ops E2E framework • Big Query/SQL • Python / R • Vertex AI and GCP Services • Docker-Container • Kubeflow/Kubernetes • TFX • Airflow • MLflow • GitHub • Strong communication skills • Machine Learning and Deep Learning algorithms • Agile techniques • Demonstrates teamworking skills. • Mentor others and lead best practices. • Micro Services concept • Power BI, Tableau, Looker • Good to have domain knowledge: Consumer Packed Goods industry and data sources • Analytic toolset- dbt, atscale, neo4j, AtlassianCOMPANY OVERVIEWWe exist to make food the world loves. But we do more than that. Our company is a place that prioritizes being a force for good, a place to expand learning, explore new perspectives and reimagine new possibilities, every day. We look for people who want to bring their best - bold thinkers with big hearts who challenge one other and grow together. Because becoming the undisputed leader in food means surrounding ourselves with people who are hungry for what's next.Salary: . Date posted: 04/18/2024 01:22 PM
Software Engineer II - Automation
JPMorgan Chase, Mumbai, Any
You're ready to gain the skills and experience needed to grow within your role and advance your career - and we have the perfect software engineering opportunity for you.As a Software Engineer II at JPMorgan Chase within the Corporate & Investment Bank, Securities Services Technology, you are part of an agile team that works to enhance, design, and deliver the software components of the firm's state-of-the-art technology products in a secure, stable, and scalable way. As an emerging member of a software engineering team, you execute software solutions through the design, development, and technical troubleshooting of multiple components within a technical product, application, or system, while gaining the skills and experience needed to grow within your role.Job responsibilities Executes standard software solutions, design, development, and technical troubleshooting Writes secure and high-quality code using the syntax of at least one programming language with limited guidance Designs, develops, codes, and troubleshoots with consideration of upstream and downstream systems and technical implications Applies knowledge of tools within the Software Development Life Cycle toolchain to improve the value realized by automation Applies technical troubleshooting to break down solutions and solve technical problems of basic complexity Gathers, analyzes, and draws conclusions from large, diverse data sets to identify problems and contribute to decision-making in service of secure, stable application development Learns and applies system processes, methodologies, and skills for the development of secure, stable code and systems Adds to team culture of diversity, equity, inclusion, and respectRequired qualifications, capabilities, and skills Formal training or certification on software engineering* concepts and 2+ years applied experience Hands-on practical experience in system design, application development, testing, and operational stability Experience of application, data and infrastructure architecture disciplines. Understanding of architecture and design across all systems. Working proficiency in developmental toolsets Proficiency in Core Java, Sprint Boot/Rest Services, Maven, Selenium, Python, CICD Proficiency in automation design and framework development Experience across the whole Software Development Life Cycle Exposure to agile methodologies such as CI/CD, Application Resiliency, and Security. Understanding of software skills such as business analysis, development, maintenance and software improvement Emerging knowledge of software applications and technical processes within a technical discipline (e.g., cloud, artificial intelligence, machine learning, mobile, etc.). Building and maintaining good working relationships with Application Development, Operations, Business and Production Management Preferred qualifications, capabilities, and skills Experience of AWS, Cucumber s Exposure to cloud technologiesAbout usJPMorgan Chase & Co., one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.About the TeamThe Corporate & Investment Bank is a global leader across investment banking, wholesale payments, markets and securities services. The world's most important corporations, governments and institutions entrust us with their business in more than 100 countries. We provide strategic advice, raise capital, manage risk and extend liquidity in markets around the world.Salary: . Date posted: 04/22/2024 10:25 PM
Software Engineer II - Cloud, Kafka, Kubernetes
JPMorgan Chase, Mumbai, Any
You're ready to gain the skills and experience needed to grow within your role and advance your career - and we have the perfect software engineering opportunity for you.As a Software Engineer II at JPMorgan Chase within the CCB Platform Engineering, you use cloud technologies, IaC (Terraform, deployment descriptors), API and Java to develop Service Registry, Service Discovery, Akamai and distributed API Management for API ecosystem. You'll be joining a team in developing a state-of-the-art platform on public cloud with impact across a Consumer bank applications. As an emerging member of a software engineering team, you execute software solutions through the design, development, and technical troubleshooting of multiple components within a technical product, application, or system, while gaining the skills and experience needed to grow within your role.Job responsibilities Executes standard software solutions, design, development, and technical troubleshooting Writes secure and high-quality code using the syntax of at least one programming language with limited guidance Designs, develops, codes, and troubleshoots with consideration of upstream and downstream systems and technical implications Applies knowledge of tools within the Software Development Life Cycle toolchain to improve the value realized by automation Applies technical troubleshooting to break down solutions and solve technical problems of basic complexity Gathers, analyzes, and draws conclusions from large, diverse data sets to identify problems and contribute to decision-making in service of secure, stable application development Learns and applies system processes, methodologies, and skills for the development of secure, stable code and systems Adds to team culture of diversity, equity, inclusion, and respect Required qualifications, capabilities, and skills BS/BA degree or equivalent experience Working knowledge of AWS Cloud platforms and infrastructure architecture disciplines Strong understanding of container technologies including Docker and Kubernetes Strong understanding of cloud computing technologies mainly AWS and Kubernetes 5+ years hands-on experience of developing applications using Java, Python and/or Golang 2+ hands-on experience with APIs and API Management 1+ years hands-on experience with IaC to provision services on AWS 1+ years hands-on experience with Docker and Kubernetes 1+ years hands-on experience deploying and running workloads on AWS (preferably using EKS) Working proficiency of a variety of developer toolsets Knowledge of industry wide technology strategies and best practices Ability to work in large, collaborative teams to achieve organizational goals, and passionate about building an innovative culture Strong architecture, analysis, design, coding, and code review skills Working with Agile, Lean and Continuous Delivery best practice Preferred qualifications, capabilities, and skills AWS Certified Familiarity with Akamai, Envoy, Consul is optional but a plusAbout usJPMorgan Chase & Co., one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.About the TeamOur Consumer & Community Banking division serves our Chase customers through a range of financial services, including personal banking, credit cards, mortgages, auto financing, investment advice, small business loans and payment processing. We're proud to lead the U.S. in credit card sales and deposit growth and have the most-used digital solutions - all while ranking first in customer satisfaction.Salary: . Date posted: 04/22/2024 10:23 PM