Innovative Machine Learning Engineer for Digital Transformation

6 days ago

Mumbai, Maharashtra, India General Mills Full time

Job Overview

">

We are seeking a seasoned Lead Machine Learning Engineer to join our dynamic Global Data Science team at General Mills. This role will lead efforts in migrating ML-based solutions from concept to production-level operational excellence.

">

The ideal candidate will have expertise in AI platforms, ML model development life cycle, model management including orchestration, deployment, and monitoring, GCP Vertex AI, and a proven track record of successful AI solution delivery.

">

This role works in close collaboration with Data Scientists, Data Engineers, Architects, and other teams to support the analytic consumption needs. Enhances the performance of the models and automates the production pipelines to gain efficiency.

">

Key Responsibilities:

">
  • Establish and Implement MLOps practices, including end-to-end MLOps framework and Machine Learning Pipeline using GCP, Vertex AI, and Software tools">
  • Create ML Serving Pipeline leveraging Vertex AI and GCP services and improve pipeline documentation and understandability">
  • Automate logging of model usage and predictions provided and improve general logging and diagnostic processes for easy identification and remediation of runtime issues in Data & ML pipelines">
  • Automate monitoring of models both for failures and degradation over time and automate monitoring of data sources to identify issues and/or data changes">
  • Design and implement dynamic re-training of ML pipelines using event-based or custom logic based triggers">
  • Configure and develop pipeline resource and infra monitoring using GCP service and configure branching strategies and Version Control using GitHub">
  • Implement ML Pipeline orchestration and configuration using Airflow/Cloud Composer in GCP/Kubeflow or similar orchestrators">
  • Code refactorization and coding best practices implementation as per industry standard">
  • Lead the investigation and resolution of production issues, perform root cause analysis, and recommend changes to reduce/eliminate re-occurrence of issues">
  • Optimize deployment and change control processes for models and create and operationalize quality assurance processes for ML models">
  • Partners with business stakeholders to design the right deliver value-added insights and intelligent solutions through ML and AI">
  • Collaborates with Data Science Leads, ML System Engineering and Platform teams to ensure the models are deployed in a scaled and optimized way">
  • Play a lead role in spearheading the development effort of new standards (design patterns, coding practices, orchestration patterns) and drive value and adoption across the Data Science team">
  • Serves as an expert in the ML Ops and Model management space; brings together business knowledge, architecture, resources, people, and technology to create more effective solutions">

Requirements:

">
  • Full-time graduate from an accredited University">
  • Advanced degree in a quantitative field (CS, engineering, statistics, math, data science)">
  • Proven technical leadership in a large, complex matrixed organization">
  • Relevant Machine Learning experience of 6+ years and overall 12+ years of Industry experience">
  • Experience in supervised ML algorithms, optimization, and performance tuning">
  • Track record of producing machine learning models and production infrastructure at scale">
  • Strong verbal and written communication skills including the ability to interact effectively with colleagues of varying technical and non-technical abilities">
  • Prior experience with CPG industry">
  • Professional experience with Vertex AI and GCP Services">
  • Strong proficiency in Python">

Preferred Qualifications:

">
  • GCP Machine Learning certification">
  • Understanding of the Consumer-Packaged Goods (CPG) industry">
  • Exposure to Deep Learning/Reinforcement Learning/Large Language Models">
  • Certifications in AI, machine learning, or related fields">

Location:

">

Mumbai, India

">

Salary:

">

$150,000 - $200,000 per annum

">

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.

">

General 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.

">

We advocate for advancing equity and inclusion to create more equitable workplaces and a better tomorrow.

">

Contact Us:

">

Please submit your application online through the link provided below. We look forward to hearing from you

  • Director of Digital Transformation

    1 month ago

    Mumbai, Maharashtra, India Jobs for Humanity Full time

    About the RoleAs the Director of Digital Transformation, you will be responsible for defining and implementing the technology strategy for transforming our contact center operations and customer experience. You will work closely with senior leaders, business stakeholders, and technology teams to align the vision, roadmap, and execution of our digital...

  • Senior Machine Learning Engineer

    3 weeks ago

    Mumbai, Maharashtra, India General Mills Full time

    At General Mills, we are passionate about creating a workplace that prioritizes being a force for good. As a Senior Machine Learning Engineer, you will play a critical role in driving this vision forward by developing and implementing cutting-edge AI and machine learning solutions that drive business growth and customer satisfaction.About the RoleThis is a...

  • Digital Innovation Specialist

    3 weeks ago

    Mumbai, Maharashtra, India Jio Full time

    About Jio Platforms Ltd.A revolutionary Indian tech company, referred to as India's biggest startup, headquartered in Mumbai. Launched in 2019, it's the powerhouse behind Jio, India's largest mobile network with over 400 million users. Jio Platforms is a comprehensive digital ecosystem, developing cutting-edge solutions across media, entertainment, and...

  • Digital Transformation Lead

    2 days ago

    Mumbai, Maharashtra, India Tracers India Search Private Limited Full time

    About UsTracers India Search Private Limited is a dynamic company seeking a skilled professional to spearhead our digital transformation journey.Job SummaryWe are looking for an experienced Digital Transformation Lead to drive the implementation of cutting-edge technologies and improve our manufacturing processes. The ideal candidate will have a strong...

  • Senior Machine Learning Engineer

    4 weeks ago

    Mumbai, Maharashtra, India General Mills Full time

    About the RoleThe Digital and Technology team at General Mills is seeking a Lead ML Engineer to join our dynamic and innovative Global Data Science team.In this role, you will be a critical member of the data science group focused on leading efforts in migrating ML-based solutions from concept to production-level operational excellence.You will lead...

  • **Machine Learning Engineer**

    4 weeks ago

    Navi Mumbai, Maharashtra, India Reliance Industries Limited Full time

    About Us: {company} is a dynamic technology firm that thrives on innovation.Job Description: We are looking for a skilled Machine Learning Engineer to join our team. The ideal candidate will have experience in designing and developing machine learning models, as well as a strong understanding of software development principles.Design and develop machine...

  • Machine Learning Engineer

    4 weeks ago

    Mumbai, Maharashtra, India Marken Full time

    About the Role:We are seeking an experienced AI/ML engineer who will collaborate closely with cross-functional teams to develop and deploy AI/ML-powered features and tools.Main Responsibilities:Pioneering cutting-edge AI/ML solutions to enhance end-to-end logistics processes.Collaborating seamlessly with cross-functional teams to craft machine learning...

  • Machine Learning Engineer

    3 weeks ago

    Mumbai, Maharashtra, India The Nielsen Company Full time

    Job Title: {title}About the Role:We are seeking a highly skilled Machine Learning Engineer to join our team at [Company]. As a Machine Learning Engineer, you will be responsible for designing, developing, and deploying machine learning models to solve complex business problems.Key Responsibilities:Design and develop machine learning models using popular...

  • Machine Learning Engineer

    4 weeks ago

    Mumbai, Maharashtra, India Collinson Full time

    About the RoleCollinson is a global loyalty and benefits company that uses expertise and products to craft customer experiences for some of the world's best-known brands. As a Machine Learning Engineer at Collinson, you will play a critical role in driving the development of cloud-based machine learning pipelines for data-driven products and services.Key...

  • Oneture Technologies

    2 months ago

    Mumbai, Maharashtra, India Oneture Technologies Private Limited Full time

    Location : Mumbai Experience : 1 - 2 yrs Technologies / Skills : Python / Java, Gen AI - LLMs, RAG Architecture, ML Framework and Libraries, data modeling & ML model building, AWS SageMaker, Amazon The Role :We are looking for a Machine Learning (ML) / Generative AI Engineer to help us create AI/ML solutions. As a Machine Learning Engineer you will be...

  • Machine Learning Engineer

    4 weeks ago

    Mumbai, Maharashtra, India Jio Full time

    Overview of Jio Platforms:Jio Platforms Ltd. is a pioneering Indian multinational tech company, often referred to as India's biggest startup, headquartered in Mumbai.As the powerhouse behind Jio, India's largest mobile network with over 400 million users, it's more than just telecom. Jio Platforms is a comprehensive digital ecosystem, developing cutting-edge...

  • Machine Learning Engineer

    4 weeks ago

    Mumbai, Maharashtra, India Collinson Full time

    About the RoleWe are seeking a highly skilled Machine Learning Engineer to join our team at Collinson. As a key member of our data science and engineering team, you will play a critical role in driving the development of cloud-based machine learning pipelines for data-driven products and services.Key Responsibilities:Design, develop, and deliver machine...

  • Transformation Leader for Digital Innovation

    1 day ago

    Mumbai, Maharashtra, India CAPCO Full time

    Unlock your career potential as a Transformation Leader for Digital Innovation at Capco, a global technology and management consulting firm. We are recognized for our deep transformation execution and delivery.We support + clients across banking, financial, and Energy sectors with our presence across 32 cities worldwide. As a Transformation Leader, you will...

  • Machine Learning Engineer

    2 days ago

    Mumbai, Maharashtra, India HUNTINGCUBE RECRUITMENT SOLUTIONS PRIVATE LIMITED Full time

    Job Summary:We are seeking an experienced Machine Learning Engineer to join our team at Huntingcube Recruitment Solutions Private Limited. As a key member of our organization, you will be responsible for designing and developing large-scale machine learning systems that drive business growth.About the Role:This is an exciting opportunity for a skilled...

  • Senior Machine Learning Engineer

    1 month ago

    Mumbai, Maharashtra, India General Mills Full time

    Job OverviewGeneral Mills, Digital and Technology India, is seeking a Senior 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.Key ResponsibilitiesEstablish and implement MLOps...

  • Machine Learning Engineer

    2 months ago

    Mumbai, Maharashtra, India Flairchase Full time

    Job Description : Responsibilities : - Design the data pipelines and engineering infrastructure to support machine learning systems at scale.- Take offline models data scientists build and turn them into a real machine learning production system.- Develop and deploy scalable tools and services to handle machine learning training and inference.- Identify and...

  • Senior Embedded Machine Learning Engineer

    4 weeks ago

    Mumbai, Maharashtra, India AruGuru Tech Full time

    At AruGuru Tech, we are seeking a highly skilled Senior Embedded Machine Learning Engineer to contribute to the development of innovative machine learning solutions for embedded systems.This is a mid-level position requiring 4 to 6 years of experience in developing and implementing machine learning algorithms for embedded systems.The ideal candidate should...

  • Software Engineer in Machine Learning

    4 weeks ago

    Mumbai, Maharashtra, India Green s HR Solutions Full time

    Job Title: Software Engineer in Machine LearningWe are seeking a highly skilled Software Engineer in Machine Learning to join our team. The ideal candidate will have expertise in developing and deploying machine learning models using Python.Develop and train machine learning models using Python and popular libraries such as TensorFlow and PyTorchDeploy and...

  • Senior Machine Learning Engineer

    4 weeks ago

    Mumbai, Maharashtra, India Catalyst IQ Full time

    At Catalyst IQ, we're seeking a talented Machine Learning Scientist to drive innovation and excellence in our team. This role involves designing and developing end-to-end machine learning systems that work at scale.Key responsibilities include:Designing and implementing machine learning solutions using Python, SQL, TensorFlow, and PyTorch.Maintaining and...

  • Senior Machine Learning Engineer

    3 weeks ago

    Mumbai, Maharashtra, India IDfy Full time

    About the RoleWe are seeking a seasoned machine learning engineer with 10+ years of experience in production machine learning to lead our team in building and deploying AI solutions. As Technical Lead, you will be responsible for framing and solving complex problems with the application of machine learning or deep learning models.About YouThe ideal candidate...