Sr. D&T Machine Learning Engineer

General Mills
Mumbai Metropolitan Region

Company Overview

We 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 another and grow together. Because becoming the undisputed leader in food means surrounding ourselves with people who are hungry for what’s next.

Overview

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.

Key Accountabilities

  • Design, develop, and maintain end-to-end MLOps pipelines using GCP, Vertex AI, Airflow, Kubeflow, and MLflow.
  • Build and optimize data ingestion, transformation, deployment, monitoring, retraining, and CI/CD/CT pipelines for production ML solutions.
  • Implement MLOps best practices, including version control, coding standards, workflow orchestration, and lifecycle management.
  • Design scalable ML solution architectures and recommend technology stacks aligned with business and technical requirements.
  • Provide production support, troubleshoot issues, perform root cause analysis, and drive continuous platform improvements.
  • Mentor team members through code reviews, technical guidance, and knowledge-sharing on MLOps frameworks and best practices.
  • Collaborate with Data Science, Data Engineering, Platform, and Business teams to deliver scalable ML solutions.
  • Research, document, and adopt emerging MLOps technologies, architecture patterns, and engineering best practices to drive innovation.

Minimum Qualifications

Education: Minimum qualification is Bachelor's degree (full time)

Experience: Minimum 6+ yrs of professional experience in MLOps E2E framework and 10+ years of total experience

Technical Skills: Expertise in Data Transformation and Manipulation through Big-Query/SQL, Professional experience with Vertex AI and GCP Services, Expertise in one of the programming Language Python/R, Should have experience in Airflow/Cloud composer, Kubernetes/Kubeflow, MLflow, TFX,Docker -container

Soft Skills: 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

Preferred Qualifications

  • GCP certification
  • Understanding of CPG industry
  • Basic understanding of DBT, AutoML Concept

ELIGIBILITY

Applicants must meet minimum age qualifications in the country in which the job is located.

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Questions about this job

How do I apply for the Sr. D&T Machine Learning Engineer job at General Mills?

Use the apply link on this page: you apply directly with General Mills on LinkedIn. Before you do, score your resume against this job description on Fitboard. It shows which skills and keywords the job asks for that your resume doesn't show, so you can fix them first.

What skills does General Mills want for this Sr. D&T Machine Learning Engineer role?

The job description asks for Data Transformation and Manipulation through Big-Query/SQL, Vertex AI, GCP Services, Python, R, Airflow, Cloud composer and Kubernetes. Make sure your resume shows the ones you have, in the words the job uses: applicant tracking systems look for them.

How can I get a job at General Mills?

Apply to the General Mills roles that match your experience, and tailor your resume to each job description: for this role that means showing Data Transformation and Manipulation through Big-Query/SQL, Vertex AI, GCP Services. A resume that matches the job's own keywords is more likely to get past screening. Fitboard scores your resume against this exact job for free.

Is this Sr. D&T Machine Learning Engineer job remote or onsite?

This is based in Mumbai Metropolitan Region.

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Applying is free: you apply directly with General Mills, and this job page and its apply link cost nothing. Checking your resume against this job is free too, with 3 free scans when you sign in and no credit card needed.

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