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Infrastructure Automation Engineer Salary in India - PayScale

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Software Development Engineer-Test, Amazon Smart Vehicles
Amazon, Bengaluru, KA, IN
DESCRIPTIONDo you have a passion for Automotive? Do you want to challenge the status quo of the in-car experience? Do you want to take on very ambiguous problems? If you answered yes to these questions, we have a dream job for you. We are looking for a Software Development Engineer in Test to join our team in building highly visible, robust automation tools and framework to tackle hard complex hard to solve problems As a hands-on SDET, you will make a large impact on dynamic, fast moving Amazon businesses by improving Alexa's efficiency and approach to testing. Working backwards from customer needs, you will identify the right sets of tools to build to achieve the best quality and customer experience. You will lead test automation efforts for critical and complex technical projects spanning multiple service teams and Amazon businesses. You will be responsible for driving improvements in test tools, test environments and reporting mechanisms as well as influence the implementation of the right solutions. The ideal candidate for this role has a strong track record and proficiency in building efficient and innovative test tools. They are a pragmatic problem-solver with high judgment who brings an experienced perspective to balance quality and strategy trade-offs to meet the needs of Alexa teams, projects, and products. They will bring clarity to complexity, probing assumptions, illuminating pitfalls with data, and fostering shared understanding. They have specialized knowledge analyzing test procedures, inspecting architectures and developing test infrastructure and tools that provide confidence in product quality. Key job responsibilitiesPrimary responsibilities for this role include: Envision, design and develop tools, frameworks and testing infrastructure to facilitate the testing by multiple teams and Amazon business. This includes analyzing requirements, assessing testability, identifying automation opportunities and implementing them for projects where the work will be run by multiple businesses in parallel. Lead and actively participate in design review, test planning and tools reviews, aligning teams across organization towards coherent test tool strategy. Lead effort towards simplifying test tools and technologies in terms of efficiency, effectiveness stability, extensibility, and scalability. Actively participate in employee hiring and development process. We are open to hiring candidates to work out of one of the following locations:Bangalore, KA, INDBASIC QUALIFICATIONS- 1+ years of test automation frameworks and tools building experience- 4+ years of non-internship professional software development testing experience- Experience programming with at least one modern language such as Java, C++, or C# including object-oriented design- Automation experience (test, integration, build/release) in a distributed environmentPREFERRED QUALIFICATIONS- Demonstrated ability to own, design, lead and implement test strategies for complex applications and deployment topologies.
Senior Systems Engineer
TTEC, Andhra Pradesh, Hyderabad
When everything's connected, how we connect is everything… and we'd like to connect with you too! We are looking for you to help us deliver exceptional customer experiences as a Senior Systems Engineer.At TTEC, we help global brands provide a great experience to their customers, build customer loyalty, and grow their business. We were founded on one guiding principle: customer experiences that are simple, inspired, and more human deliver lasting value for everyone. Your role brings that principle to life.TTEC, a 50,000 employee, global customer experience pioneer, is opening a new information technology and data science center of excellence in Hyderabad where you'll have the opportunity to get in on the groundfloor of this expansion.As a technologist, we know you're in high demand. And we know it's important you find the right fit for your future. Have ideas you want to contribute? We're listening. Looking for exposure to different clients, different technologies? It's what we do. Want to make an impact on the future? We're innovating every day. Teamwork key? You'll have the opportunity to work on global projects with a knowledge-thirsty, international team. Join our inclusive IT team and you'll help create meaningful employee experiences that drive memorable customer experiences.What you’ll be doing: The Senior Systems Engineer will be primarily responsible for design, build, deployment and maintenance of Microsoft infrastructure and virtualization technologies. The individual must take ownership of incident and problem management to meet or exceed established service level agreements. The individual must interact with internal, customer, and third-party teams for configuration, integration and deployment activities. What you’ll bring to us: Provide design, engineering, and technical expertise regarding integration of new and existing technology into IT systems architectureEngineer cost effective and functionally best practice focused Windows server based solutionsInterface with internal, customer, and third-party teams for configuration, integration and deployment activities and projectsProvide Tier-3 support for all Windows based systems and services (Exchange, Skype for Business, SharePoint, AD, DNS, DHCP)Design and develop support tools, infrastructure monitoring capabilities, and automation of deployment/troubleshooting routinesConsolidate and aggregate data from disparate systems to provide infrastructure intelligence that proactively addresses infrastructure capacity and utilization concerns What skills you’ll need: BA/BS in CS/IS or related degree or equivalent experience4 or more years of expertise installing, configuring and maintaining Windows Server 2003/2008/2012, VMware vSphere and MS Hyper-V on blade and rack-mounted servers from Dell, HP, IBM, Cisco4 or more years experience supporting Microsoft Exchange Server and Lync/Skype for Business in a multi-domain, enterprise environmentCurrent Microsoft Certified IT Professional or MCSEStrong and demonstrated experience with automated deployment platforms and scripting (PowerShell, VBScript, etc.)Detailed understanding of advanced Windows Services including: Remote Desktop Services, IIS, DNS, DHCPEmployment Requirements: TTEC requires all employees hired in the India to successfully pass a background check including employment credentials, education, permanent and current address verification and if applicable, immigration and work permit documentation as a condition of employment. Depending on location and client program, a drug test may also be required as a condition of employment. TTEC is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or protected veteran status. You will be asked to share with TTEC as well as its representatives, all such personal information that it may require to conduct such background verification and also agree to TTEC and its representatives collecting and storing such personal information and transferring the same, whether in India or abroad.
Cisco UCCE Solutions Engineer
TTEC, Andhra Pradesh, Hyderabad
When everything'sconnected, how we connect is everything… and we'd like to connect with youtoo! We are looking for you to help us deliver exceptional customerexperiences as Cisco UCCE Solutions Engineer. At TTEC, we helpglobal brands provide a great experience to their customers, build customerloyalty, and grow their business. We were founded on one guiding principle:customer experiences that are simple, inspired, and more human deliver lastingvalue for everyone. Your role brings that principle to life. TTEC, a 50,000employee, global customer experience pioneer, is opening a new informationtechnology and data science center of excellence in Hyderabad where you'll havethe opportunity to get in on the ground floor of this expansion. As a technologist, weknow you're in high demand. And we know it's important you find the right fitfor your future. Have ideas you want to contribute? We're listening. Lookingfor exposure to different clients, different technologies? It's what we do.Want to make an impact on the future? We're innovating every day. Teamwork key?You'll have the opportunity to work on global projects with a knowledge-thirsty,international team. Join our inclusive IT team and you'll help createmeaningful employee experiences that drive memorable customer experiences.AboutTTEC: We are an award-winning premier technology services provider offering contactcenter, web and speech-enabled self-service applications with ProfessionalServices, Premise and Cloud Services, CRM Integration, Managed Services andUnified Communications. We attribute oursuccess to our talented team of professionals who are passionate about thedrive for results and providing best in class service to our clients. We have an immediate openingfor an experienced Cisco UCCE Solutions Engineer to help develop salesdeliverables in support of our business development efforts. Your knowledge and experience in theconverged IP contact center, voice self-service solutions (application andinfrastructure) and Cisco Contact Center Solutions space will be the key forsuccess in this role. What you’ll be doing:Looking for an opportunity to go to marketwith a best of breed integrated omnichannel tech stack in the cloud? The offergoes beyond just omni technology, we take our customer engagement strategy tothe next level incorporating technology and services including consulting, bigdata analytics, and automation (Bots). As part of our SolutionsEngineering team you’ll help develop leads and build partner relationships insupport of our business development efforts. In partnership with our DirectSales team in a pre-sales capacity, you’ll leverage your Cisco Contact Centerdesign and adjacent solutions architecture expertise. Responsibilities: Develop Solution Design / Configuration:Communicate with Lead Sales Engineers to gather and understandrequirementsDevelop detailed design solutions including the bill of material (BoM)configurations, VM layouts and architecture diagramsCommunicate and collaborate with Lead Sales Engineers to submit staffingprofessional services’ estimate requestsDevelop ‘Solution Review’ presentationsCoordinate preparation of materials and assist Lead Sales Engineerwith the Cisco (A2Q/DMS) and internal Design Review processes.Develop Proposals and SOWs using standard TTEC templates Provide a major contributing technical role for RFP ResponseDevelopmentCoordinate and provide assistance to Lead Sales Engineer inconsolidating pricing from third-party quotes, bill of materials andprofessional services estimate into pricing template/tool. Requiredskills:2+ years presales experience designing complex Contact Center, voice self-service solutions (applications and infrastructure) 3 to 5 years design and architecture experience working with Cisco UCCE solutions is preferred.Strong English language verbal and written communications skills We offer an outstanding career development opportunity, a competitive base salary and full comprehensive benefits. We are looking for individuals with a team player attitude, strong drive for career growth and a passion for excellence in client delivery, support and satisfaction.Employment Requirements: TTEC requires all employees hired in the India to successfully pass a background check including employment credentials, education, permanent and current address verification and if applicable, immigration and work permit documentation as a condition of employment. Depending on location and client program, a drug test may also be required as a condition of employment. TTEC is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or protected veteran status. You will be asked to share with TTEC as well as its representatives, all such personal information that it may require to conduct such background verification and also agree to TTEC and its representatives collecting and storing such personal information and transferring the same, whether in India or abroad.
DevOps Engineer : Big Data Infrastructure (4:8 Years) For an Enterprise Cloud Based Platform
, pune, IN
We are looking for a "DevOps Engineer : Big Data Infrastructure"for one of our esteemed Clients for Pune Location.RESPONSIBILITIES:Operationalize large scale data and analytics infrastructure.Develop and automate installation, configuration and auto:updates for host and app data collection agents.Automate deployment of data pipelines in a scalable, secure and reliable manner.REQUIREMENT:At least 4+ years of experience in a DevOps role in fast moving environments.Proficiency in Shell and Python scripting.Strong experience in microservices and containerized technologies (Docker, Kubernetes, Mesosphere, etc.)Experience with modern web architectures and cloud platforms (AWS, GCP, Azure, etc.)Experience in operating large scale data infrastructure (Kafka, Druid, Elasticsearch, Spark)Experience with Git, Jenkins, and CI/CD principles.Familiar with automation tools such as Ansible, Terraform, Packer etc.Solid understanding of operating systems and networking principles.A strong background in Linux internals.Knowledge of application monitoring tools to troubleshoot and diagnose environment issues.Plus: Experience with monitoring technologies.Plus: Experience with Dockerfiles, CMake, Omnibus.
Senior Platform Engineer
, haryana / new delhi, IN
Requisition ID:274771:Relocation Authorized:None:Telework Type:Part:Time Telework:Work Location:New DelhiCompany Overview:Since 1898, we have helped customers complete more than 25,000 projects in 160 countries on all seven continents that have created jobs, grown economies, improved the resiliency of the worlds infrastructure, increased access to energy, resources, and vital services, and made the world a safer, cleaner place.Differentiated by the quality of our people and our relentless drive to deliver the most successful outcomes, we align our capabilities to our customers' objectives to create a lasting positive impact. We serve the Infrastructure; Nuclear, Security and Environmental; Energy; Mining and Metals, and the Manufacturing and Technology markets. Our services span from initial planning and investment, through start:up and operations.Core to Bechtel is our values : ethics, safety, quality, people, culture, relationships, innovation and sustainability, and our covenants : integrity, respect, collaboration, trust, and delivery. They are what we believe, what customers can expect, and how we deliver.Bechtel India is a global operation that supports execution of projects and services around the world. Working seamlessly with business line home offices, project sites, customer organizations and suppliers, our teams have delivered more than 125 projects since our inception in 1994.Our offices in Gurgaon, Vadodara and Chennai will grow significantly and sustainably with exciting career opportunities for both professionals and young graduates who are passionate about creating a cleaner, greener, and safer world; building transformational infrastructure; making decarbonization a reality; and protecting people and the environment.Position Summary:Bechtel's Information Systems and Technology organization is seeking strong delivery focused technical expert in Microsoft modern desktop management. operating system design customization and automation.This position will work directly with Platform Technology group to modernize Patch Management, Software Distribution and Deployment, Software Compliance Management, Software and Hardware Inventory Management, Reporting Services, Enterprise:wide windows Client Desktop/Laptop Imaging and mobile device management.Willing to work on flexible shifts, to meet business objectives. Shift timings are subject to change as per job requirement.Basic Qualifications:Recognized degree in Computer Science or Information Technology from an accredited college or university, or specialized courses in networking, information technology, server administration and infrastructure operations, or equivalent work experience in a related field.:8+ years of experience in design, installation, and maintenance of Microsoft Endpoint Configuration Manager (MECM) in a large:scale enterprise.:5+ years' experience of modern device management and Cloud based technologies such as Microsoft Autopilot, Cloud Management Gateway, and MECM Co:ManagementPosition Skills: :Experience in maintaining and enhancing the MECM (Microsoft Endpoint Configuration Manager) environment to support modern desktop management co:management with Intune.:Strong mobile device management skills with Intune:Experience with Autopilot in both could only and hybrid environment:Strong knowledge of client and server maintenance troubleshooting and reporting:Strong Desktop Engineering background with Windows 10/11 migration experience.:Strong knowledge of the end:to:end process of OSD and be capable of configuring OSD in a dynamic manner that can create flexibility in the deployment process.:Strong automation skills with scripting languages like PowerShell, VBS etc.:Experience in C, .Net to support infrastructure automations.:Experience managing device collections, packages, applications, drivers, task sequence
Infrastructure Engineer III- IBMi SRE
JPMorgan Chase, Hyderabad, Any
You belong to the top echelon of talent in your field. At one of the world's most iconic financial institutions, where infrastructure is of paramount importance, you can play a pivotal role.As an Infrastructure Engineer III at JPMorgan Chase within the Infrastructure Platforms team, you utilize strong knowledge of software, applications, and technical processes within the infrastructure engineering discipline. Apply your technical knowledge and problem-solving methodologies across multiple applications of moderate scope.Job responsibilities Applies technical knowledge and problem-solving methodologies to projects of moderate scope, with a focus on improving the data and systems running at scale, and ensures end to end monitoring of applications Resolves most nuances and determines appropriate escalation path Executes conventional approaches to build or break down technical problems Drives the daily activities supporting the standard capacity process applications Partners with application and infrastructure teams to identify potential capacity risks and govern remediation statuses Considers upstream/downstream data and systems or technical implications Accountable for making significant decisions for a project consisting of multiple technologies and applications Assist in daily administration of IBM iSeries computer hardware and software. Assist in Remote Migrations from on premise to Private Data Centre movements. Handle activities such as backup/restore, performance tuning and configuration of environments as well as incremental backups as required. Monitor & administer automated production scheduling system. Required qualifications, capabilities, and skills Formal training or certification on infrastructure disciplines concepts and 3+ years applied experience Demonstrates Strong knowledge of one or more infrastructure disciplines such as hardware, networking terminology, databases, storage engineering, deployment practices, integration, automation, scaling, resilience, and performance assessments Demonstrates Strong knowledge of one or more scripting languages (e.g., Scripting, Python, etc.) Experience with multiple cloud technologies with the ability to operate in and migrate across public and private clouds Drives to develop infrastructure engineering knowledge of additional domains, data fluency, and automation knowledge Troubleshooting skills of batch jobs on AS/400 day / month-end / procedures Good knowledge on BRMS full backups, media management and restore objects. Creating / modifying BRMS control groups and other policies Creating Implementation guides, Standard Operating Procedure, known error records & knowledgebase articles Good exposure to ticketing tools and understanding of Quality & ITIL process. Preferred qualifications, capabilities, and skills IBMi administration automation skills Monitor and Manage database replication tool iCluster Hands on experience in system i navigator and HMC GUI Knowledge on IBMi client access software configuration About usJ.P. Morgan is a global leader in financial services, providing strategic advice and products to the world's most prominent corporations, governments, wealthy individuals and institutional investors. Our first-class business in a first-class way approach to serving clients drives everything we do. We strive to build trusted, long-term partnerships to help our clients achieve their business objectives.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 Team Our Global Technology Infrastructure group is a team of innovators who love technology as much as you do. Together, you'll use a disciplined, innovative and a business focused approach to develop a wide variety of high-quality products and solutions. You'll work in a stable, resilient and secure operating environment where you-and the products you deliver-will thrive.High Risk Roles (HRR) are sensitive roles within the technology organization that require high assurance of the integrity of staff by virtue of 1) sensitive cybersecurity and technology functions they perform within systems or 2) information they receive regarding sensitive cybersecurity or technology matters. Users in these roles are subject to enhanced pre-hire screening which includes both criminal and credit background checks (as allowed by law). The enhanced screening will need to be successfully completed prior to commencing employment or assignment.Salary: . Date posted: 04/17/2024 10:25 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
Test Automation Engineer- Associate
JPMorgan Chase, Bengaluru, Any
As Automation Senior Test associate , at JPMorgan Chase, we are looking for an experienced Senior Automation Engineer Associate to join the organization and play an integral role in the build out of the test automation services required for accelerating change program delivery. This role will work in partnership with project managers, technology and testing teams to define, design and build test automation.Job Responsibilities Oversees all technology components of diverse, complex automation projects, execution, timing, functionality and quality. Communicates with end-users to provide timely and accurate information and status updates. Contributes to formulation of strategies for project leadership and other functional areas. Understand data structures; Have market data knowledge and understanding of various vendors e.g. Bloomberg, Reuters, IDC. Involved in the production of metrics, KPI and analysis to assist the team in making data-driven automation decisions. Design and implement an effective, best of breed solution to automate, capture, collate, store and maintain real time test data for purpose of validation, measuring progress and performance in change delivery. Define and implement data validation approach to ensure data solutions comply with internal and external regulations / standards and monitor data integrity, standard and consistency through iterative testing, especially where new features are being integrated. Own datasets for automation testing and those provided / used by vendors to test. Architecting, developing, and maintaining an innovative test automation environment including automation test framework design and development.Required qualifications, capabilities and skills Experience with hands on automation testing, developing and executing automated test scripts using Automated Testing Tools and frameworks such as Selenium, Cucumber, Gherkin, Groovy, Behavior Driven Development (BDD). Experience in developing UI using AngularJS , ReactJS. Expert in working with CI/CD tools like Jenkins. Experience in integrating with applications deployed to AWS Cloud. Able to write VB & Java scripting and Python / JAVA code Day-to-day responsibility of leading the automation testing effort. Identification of testing automation opportunities and test synergies within the Project. Ensure adherence to firm wide standards, controls and intelligence automation solutions governance Minimum 8 years test design, execute and management experience within the Financial Services industry supporting multiple Line of business (Required) Expertise in Agile project delivery methodology and skilled to learn and work with evolving methodologies (Required) Excellent problem solving, analytical, and communication skills (Required)Strong technical expertise in CSS Selectors and Xpath.Preferred qualifications, capabilities and skills Functional knowledge of Client Onboarding Experience in Business Process MappingAbout 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.Operations teams develop and manage innovative, secure service solutions to meet clients' needs globally. Developing and using the latest technology, teams work to deliver industry-leading capabilities to our clients and customers, making it easy and convenient to do business with the firm. Teams also drive growth by refining technology-driven customer and client experiences that put users first, providing an unparalleled experience.Salary: . Date posted: 04/19/2024 10:23 PM
MLOps Engineer II, Amazon
Amazon, Bengaluru, KA, IN
DESCRIPTIONAre you looking to join a team that is among the fastest growing organizations at Amazon? Does wearing multiple hats and working in a fast-paced, challenging environment sound like a good fit? Then consider joining the Amazon Advertising Trust team. You will be solving difficult non-deterministic workflows, work with highly scaled systems, and build technological frameworks/systems that keeps raising the bar on quality. Amazon Advertising Trust team is committed to enable the fastest growing advertising business in the world, while upholding customers and advertisers trust.We are seeking a talented and experienced Machine Learning Operations Engineer to join our dynamic team. As an ML Ops Engineer, you will play a critical role in bridging the gap between data science and IT operations, ensuring the smooth deployment, scaling, and maintenance of machine learning models in a production environment. You will work closely with data scientists, software engineers, and DevOps teams to streamline the machine learning lifecycle and optimize the performance of our AI applications.Key job responsibilitiesModel Deployment and Scaling: * Deploy and manage machine learning models in production environments. * Implement scalable and reliable systems to handle model inference at scale. * Work on containerization and orchestration solutions for model deployment.Automation and Continuous Integration/Continuous Deployment (CI/CD): * Develop and maintain automated pipelines for model training, testing, and deployment. * Implement CI/CD practices to enable rapid and reliable model updates.Infrastructure Management: * Collaborate with Engineering/DevOps teams to optimize infrastructure for machine learning workloads. * Manage and monitor machine learning infrastructure, ensuring high availability and performance.Monitoring and Logging: * Implement robust monitoring and logging solutions for tracking model performance and system health. * Respond to alerts and troubleshoot issues related to model deployment and infrastructure.Security and Compliance: * Implement security best practices for machine learning systems. * Ensure compliance with data protection and privacy regulations.Collaboration with Data Science and Engineering Teams: * Collaborate with data scientists to understand model requirements and deployment constraints. * Work closely with software engineers to integrate machine learning models into applications.We are open to hiring candidates to work out of one of the following locations:Bangalore, KA, INDBASIC QUALIFICATIONS- 2+ years of software development, or 2+ years of technical support experience- Bachelor's degree in engineering or equivalent- Experience troubleshooting and debugging technical systems- Experience in UnixPREFERRED QUALIFICATIONS- Experience with AWS, networks and operating systems