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Specialist, Analytics Engineer
, mumbai, IN
No Relocation Assistance Offered159203 : Mumbai, Maharashtra, IndiaWho We AreColgate:Palmolive Company is a caring, innovative growth company that is reimagining a healthier future for all people, their pets and our planet. Focused on Oral Care, Personal Care, Home Care and Pet Nutrition, we sell our products in more than 200 countries and territories under brands such as Colgate, Palmolive, elmex, hello, meridol, Sorriso, Tom's of Maine, EltaMD, Filorga, Irish Spring, PCA SKIN, Protex, Sanex, Softsoap, Speed Stick, Ajax, Axion, Fabuloso, Soupline and Suavitel, as well as Hill's Pet Nutrition.We are recognized for our leadership and innovation in promoting sustainability and community wellbeing, including our achievements in decreasing plastic waste and promoting recyclability, saving water, conserving natural resources and improving children's oral health.If you want to work for a company that lives by their values, then give your career a reason to smile and join our global teamThe ExperienceIn today's dynamic analytical / technological environment, it is an exciting time to be a part of the Analytics team at Colgate. Our highly insight driven and innovative team is dedicated to driving growth for Colgate Palmolive in this ever:changing landscape.What role will you play as a member of the Colgate's Analytics team?Analytics Engineers role would orchestrate the last:mile data pipelines and deliver data to Analytics Leads and Data Scientists for use in dashboards and modelsThe role would focus on expanding and optimizing our data, data pipeline architecture, data flow and collection for multiple Advanced Analytics projects across Revenue Growth Management, Market Effectiveness, Forecasting and so on.Who are you...You are a function expert ::Explores novel data sources:Provides clean, transformed data ready for analysis:Applies software engineering best practices to analytics code (version control, testing, continuous integration,...):Maintains data documentation and definitions:Supports Data Scientist and Data Analyst by applying transformations for ML models on datasets:Partners with Data Engineers to implement establish the right data and systems for Commercial Analytics:Assist with data:related technical issues and support their data infrastructure needs:You will work on data initiatives and ensure efficient data delivery architecture is consistent throughout ongoing projects.:Work with data and analytics to strive for greater functionality in our data systems:Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, re:designing infrastructure for greater scalability, etc:Build and maintain efficient data pipeline architecture in cloud environmentYou connect the dots ::Define data architecture and pipelines for insights and KPI:Perform root cause analysis:Assist with organizational change needs (e.g., training, communications, etc.) as part of roll:out and ongoing support of market data reporting tools and processes.:You are a collaborator ::Collaborate with Data Scientists and Analytics Leads:Ready to work closely with business partners across geographies:Work with data and analytics to strive for greater functionality in our data systems:You are an innovator ::Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, re:designing infrastructure for greater scalability, etc:Build and maintain efficient data pipeline architecture in cloud environmentQualificationsWhat you'll need...:Bachelor's degree, Graduate degree in Computer Science, Statistics, Informatics, Information Systems or another quantitative field a plus:At least 3+ years of professional experience working in Information Technology or Digit
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
Sr. Technical Engineer - Salesforce Platform
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.Position Title Sr. Technical Engineer - Salesforce Platform Function/Group Digital and Technology Location Mumbai Shift Timing Regular Role Reports to Not available in the old job description Remote/Hybrid/in-Office Not available in the old job description ABOUT GENERAL MILLS We make food the 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. For more details check out http://www.generalmills.comGeneral Mills India Center (GIC) is our global capability center in Mumbai that works as an extension of our global organization delivering business value, service excellence and growth, while standing for good for our planet and people. With our team of 1800+ professionals, we deliver superior value across the areas of Supply chain (SC) , Digital & Technology (D&T) Innovation, Technology & Quality (ITQ), Consumer and Market Intelligence (CMI), Sales Strategy & Intelligence (SSI) , Global Shared Services (GSS) , Finance Shared Services (FSS) and Human Resources Shared Services (HRSS). For more details check out https://www.generalmills.co.in We advocate for advancing equity and inclusion to create more equitable workplaces and a better tomorrow. JOB OVERVIEW Function Overview The Digital and Technology team at General Mills stands as the largest and foremost unit, dedicated to exploring the latest trends and innovations in technology while leading the adoption of cutting-edge technologies across the organization. Collaborating closely with global business teams, the focus is on understanding business models and identifying opportunities to leverage technology for increased efficiency and disruption. The team's expertise spans a wide range of areas, including AI/ML, Data Science, IoT, NLP, Cloud, Infrastructure, RPA and Automation, Digital Transformation, Cyber Security, Blockchain, SAP S4 HANA and Enterprise Architecture. The MillsWorks initiative embodies an agile@scale delivery model, where business and technology teams operate cohesively in pods with a unified mission to deliver value for the company. Employees working on significant technology projects are recognized as Digital Transformation change agents. The team places a strong emphasis on service partnerships and employee engagement with a commitment to advancing equity and supporting communities. In fostering an inclusive culture, the team values individuals passionate about learning and growing with technology, exemplified by the \"Work with Heart\" philosophy, emphasizing results over facetime. Those intrigued by the prospect of contributing to the digital transformation journey of a Fortune 500 company are encouraged to explore more details about the function through a provided Link . Purpose of the role The Digital and Technology (D&T) team of General Mills India Centre is looking for someone with a curious mind, boundless optimism, demonstrated understanding of how to create & execute successful technical solutions, and a desire to enable growth for General Mills through our Salesforce CRM Platform. We are seeking a Sr. Technical Engineer to join our Salesforce CRM Practice as an individual contributor. This role will leverage technical expertise & passion to execute configuration & customization of Salesforce Core Cloud functionality (i.e. Sales Cloud, Service Cloud, Consumer Goods Cloud, Salesforce Platform). This role will bring centralized Salesforce CRM platform capabilities & standards to life and will also partner with the Consumer Care & Canada Sales product teams to work closely with Product Owners, internal peers & external partners understand business objectives and requirements and implement & maintain Salesforce technology. This role requires the ability to manage multiple initiatives and lead successful solution & project execution in partnership with various internal and external partners. KEY ACCOUNTABILITIES 25% of time Salesforce CRM Practice Operations & Delivery • Stay up to date on Salesforce Core CRM product strategies, roadmap, architecture, and best practices with Technical Architects • Support Core CRM Cloud org assessments for platform opportunity identification • Create & help maintain documentation & refresh of best practices, principles, processes, and standards for Salesforce Core CRM products • Execute design, configuration, customization (including test classes, code reviews, defect resolution), integration, testing, deployments, documentation, & support needs for central Salesforce CRM practice Core Cloud modernization, optimization, & simplification initiatives • Support Salesforce Core CRM pilot opportunities • Participate the establishment & execution of central practice operations & ways of working • Active participant in team agile ceremonies to assist in planning for new features & execution of product team backlog & project needs • Support Salesforce seasonal upgrade release needs • Continue to build on communication/soft skills • Learning and enhancing new skills • Assist with project planning and risk management as needed • Partner with Salesforce CRM peers & community to knowledge share and problem solve 75% of time Project & Product Team Partnership & Delivery • Partnership with Consumer Care & Canada Sales product teams to understand business requirements, evaluate considerations (security, scalability, limits), and deliver solutions through executing design, configuration, customization (including test classes, code reviews, defect resolution), integration, testing, deployments, & documentation. • Participate in Salesforce org support model (includes incident management, daily org logging/monitoring & root cause analysis) • Partners with Analyst & Data Engineers for daily data/integration job monitoring within the Salesforce ecosystem • Ensure platform principles & governance best practices are being following • Steward for org for Salesforce org security compliance, including proper encryption, access controls and vulnerability management are implemented • Active participant in product team agile ceremonies to assist in planning for new features & execution of product team backlog & project needs • Collaborate with product team to identify & utilize meaningful new features of Core CRM platform • Support Salesforce Core CRM pilot opportunities • Partner with Analysts on Salesforce seasonal upgrade release review and testing • Collaborate with different enterprise teams as a part of the product team (Application Developers, Analysts, Solution Managers, Project Managers, Data Engineers, Cloud and Infra Engineering, etc) • Challenge ideas and opinions to avoid pitfalls and inefficient solutions • Identify gaps in processes, opportunities for improvements and automation • Consult, advise and provide subject matter expertise as required MINIMUM QUALIFICATIONS • 7+ years of Salesforce Core Cloud (i.e. Service Cloud, Salesforce Platform) configuration (i.e. process builders/flow, permission sets, profiles, declarative functionality, etc.) & customization experience (i.e. Apex (classes and triggers), Lightning Web Components, Aura Components, Flow, Visualforce, etc.) • Prior successful experience executing Salesforce API & custom integrations with Salesforce Core CRM products & other solutions (Cloud platforms, 3rd party app exchange products, etc.) • Demonstrated experience of strong communication skills (oral & written) • Demonstrated ability to work in a team environment yet independently productive • Demonstrated ability to span geographic and time zone constraints to collaborate on solutions • Adept at working with cross-functional teams and managing dependencies tied to technical product roadmaps • Self-starter & effective time management skills with the ability to prioritize across multiple deliverables & strategic initiatives with minimal oversight • Effective analytical and problem-solving skills • Ability to research, plan, organize, and implement new processes or technology • Experience working in a team using agile development methodologies Skill proficiency expectations • Expert Level • Salesforce configuration (process builders/flow, permission sets, profiles, declarative functionality) & customization (Apex, Lightning Web Components, Flow, Visualforce, Aura Components, etc.) • Strong communication skills • Effective abilities to solution (problem statements, options/alternatives, pros/cons) • Working in global teams • Intermediate Level • Agile techniques, methods & experience • Identify gaps in processes, opportunities for improvements and automation • Basic Level • Experience with DevOps, CI/CD, & Cyber Security • Knowledge of Google Cloud Platform PREFERRED QUALIFICATIONS • Salesforce certifications (Admin, Developer) • Prior successful experience as a Salesforce Admin or Analyst • Experience with consuming and interacting with MuleSoft integrations • Experience with DevOps, CI/CD and Knowledge of cloud platforms and solutions, such as Google Cloud Platform • Database experience, including knowledge of SQL, and relational database concepts and models • Experience with dimensional modeling, ETL, and structured and unstructured data • Technologies - Google Cloud Platform, Copado, OwnBackup, GitHub Actions, Kafka, Hashicorp Vault, APIGEE, Tableau • Understanding of CPG industry • Experience with modern Software Engineering principlesCOMPANY 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: 04/17/2024 01:20 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
D&T Analyst II - Supply Chain
General Mills, Powai, Mumbai, Any
Position Title D & T Analyst II- Supply Chain Function/Group Digital and Technology Location Mumbai Shift Timing Regular Role Reports to Manager - Solution Delivery: Supply Chain Remote/Hybrid/in-Office Hybrid ABOUT GENERAL MILLS We make food the 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. For more details check out http://www.generalmills.comGeneral Mills India Center (GIC) is our global capability center in Mumbai that works as an extension of our global organization delivering business value, service excellence and growth, while standing for good for our planet and people. With our team of 1800+ professionals, we deliver superior value across the areas of Supply chain (SC) , Digital & Technology (D&T) Innovation, Technology & Quality (ITQ), Consumer and Market Intelligence (CMI), Sales Strategy & Intelligence (SSI) , Global Shared Services (GSS) , Finance Shared Services (FSS) and Human Resources Shared Services (HRSS). For more details check out https://www.generalmills.co.in We advocate for advancing equity and inclusion to create more equitable workplaces and a better tomorrow. JOB OVERVIEW Function Overview The Digital and Technology team at General Mills stands as the largest and foremost unit, dedicated to exploring the latest trends and innovations in technology while leading the adoption of cutting-edge technologies across the organization. Collaborating closely with global business teams, the focus is on understanding business models and identifying opportunities to leverage technology for increased efficiency and disruption. The team's expertise spans a wide range of areas, including AI/ML, Data Science, IoT, NLP, Cloud, Infrastructure, RPA and Automation, Digital Transformation, Cyber Security, Blockchain, SAP S4 HANA and Enterprise Architecture. The MillsWorks initiative embodies an agile@scale delivery model, where business and technology teams operate cohesively in pods with a unified mission to deliver value for the company. Employees working on significant technology projects are recognized as Digital Transformation change agents. The team places a strong emphasis on service partnerships and employee engagement with a commitment to advancing equity and supporting communities. In fostering an inclusive culture, the team values individuals passionate about learning and growing with technology, exemplified by the \"Work with Heart\" philosophy, emphasizing results over facetime. Those intrigued by the prospect of contributing to the digital transformation journey of a Fortune 500 company are encouraged to explore more details about the function through the provided Link Purpose of the role • Role is Techno-functional System Analyst. Need to deliver technical and functional expertise in OMP and SAP supply chain areas of Operations • Guide the design and development of solutions for Supply Chain projects . • Provide first class service and proactively work to improve overall environment stability and ease of support. • Develop close partnership with business users to truly understand needs and facilitate connections to ensure end to end solution optimization. • Use a broad range of continuous improvement tools to provide insights, drive out waste, and improve system performance. • Rotational off-hour support. KEY ACCOUNTABILITIES • Able to address and resolve critical OMP/APO planning related issues. • Able to support Day to Day operations & Technical Upgrades. • Lead business continuance and small enhancements to drive the business growth. • Experience and knowledge on one or more modules- Demand Planning, Supply Planning & Deployment, Finite Scheduling, Production planning of APO/OMP planning tools. • Adhere to the OLA and SLA timelines. • Drive systemic improvements in system health through identification of key re-occurring theme and deep understanding of end-to-end system knowledge. • Facilitate/Support operational initiatives. • Analysis of user requirements; plan and complete approved development projects (using project management principles) in partnership with business users (technical, IT cost and development/testing schedule responsibility). • Engage cross-functional teams as needed to ensure effective implementation of solutions. • Identify and prioritize opportunities with key business. MINIMUM QUALIFICATIONS • Full Time graduation from an accredited university • Hands on Knowledge of Integrated Supply Planning Processes (Demand Planning, Demand Sensing, Supply Network Planning, Production Planning & Finite Scheduling), Supply chain domain and business processes. • Hands on knowledge of APO or OMP or both as a planning tool • Hands on knowledge of various modules within SAP ECC or S/4 both • Solid grasp of OMP/APO and SAP integrations with ability to map the data accordingly. • Must have excellent written and verbal skills, including technical writing. • Must be able to develop technical solutions to business problems and act as a bridge between business and technical team. • Strong analytical skills. • Ability to take ownership and drive to successful outcomes. • Drive meetings to understand stakeholder requirements. Skill proficiency expectations Expert level APO, OMP Supply Planning Long range and finite scheduling Intermediate Level SAP Production Planning (PP) S4 Hana, SAP ECC Cross functional knowledge with other sap modules (for eg: Fico, SD) Basic Level Project Management Service Now PREFERRED QUALIFICATIONS • Master's degree • Preferred years of related experience 7+ years • Demonstrated ability to quickly learn and apply new technologies. • Track record as a strong team player with effective teamwork and communication skills. • Good interpersonal skills - can deal and communicate effectively in English (both in writing and verbally) with systems colleagues and business users. • An analytical, methodical, logical approach to problem solving, employing innovative approaches to business and technical challenges. • Structured and self-disciplined approach to working - can work on own initiative. • Able to work under pressure and to tight deadlines. • Time management skills and the ability to prioritize multiple conflicting activities. • Sound business judgment. • Willingness to continue learning to expand and build on skill sets.Salary: . Date posted: 04/22/2024 01:19 PM