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 a Machine Learning Engineer II 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 and high-impact problem statements. In this role, you are a critical member of the data science team focused on operationalizing the ML and AI models, which entail 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
Implement and support end-to-end MLOps pipelines using GCP, Vertex AI, Airflow/Kubeflow, and related tools.
Build and maintain feature engineering, deployment, monitoring, retraining, and CI/CD/CT pipelines for production ML solutions.
Ensure ML model lifecycle management, including monitoring, performance optimization, and operational support.
Follow and recommend MLOps best practices, coding standards, version control, and technical documentation.
Collaborate with Data Science, Data Engineering, Cloud Platform, and MLOps teams to deliver scalable ML solutions.
Communicate project progress, risks, and outcomes effectively while contributing to knowledge sharing across teams.
Continuously enhance technical expertise by adopting emerging MLOps technologies, tools, and best practices.
MINIMUM QUALIFICATIONS
Education: Bachelor’s degree (full time)
Experience: Total 6+ years of analytical experience with atleast 3+ years of experience in AI and Machine Learning
Technical Skills: Expertise in Data Transformation and Manipulation through Big-Query/SQL, professional experience with Vertex AI and GCP Services, Strong expertise in Python for designing and running ML pipelines along with Airflow/Cloud composer/Kubeflow Experience, Building and maintaining project specific custom containers.
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 experimentation.
PREFERRED QUALIFICATIONS
Google Cloud Platform Machine Learning (GCPML) certification
Understanding of the Consumer-Packaged Goods (CPG) industry
Strong understanding of Core Machine Learning Algorithms
ELIGIBILITY
Applicants must meet minimum age qualifications in the country in which the job is located.
Skills Required
- Bachelor's degree completed full-time
- 6+ years of total analytical experience
- 3+ years of experience in AI and machine learning
- Expertise in data transformation and manipulation using BigQuery and SQL
- Professional experience with Vertex AI and Google Cloud Platform services
- Strong Python expertise for designing and running machine learning pipelines
- Experience with Airflow, Cloud Composer, or Kubeflow
- Experience building and maintaining project-specific custom containers
- Strong verbal and written communication skills
- Passion for agile software processes, data-driven development, reliability, and systematic experimentation
- Google Cloud Platform Machine Learning certification
- Understanding of the consumer-packaged goods industry
- Strong understanding of core machine learning algorithms
What We Do
We exist to make food the world loves. But we do more than that. General Mills 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.
