Senior Engineer - AI/ML -Ops (6-8 Yrs)

• Build and operate MLOps platforms on AWS supporting autonomous driving ML workloads
• Implement and maintain highly available, multi‑zone training and deployment environments
• Operate distributed, multi‑GPU training setups (e.g., Ray clusters)
• Assist in maintaining infrastructure standards for compute, storage, networking, and security
• Troubleshoot and resolve platform‑level issues impacting ML productivity
• Implement and maintain ML pipelines using:

• Apache Airflow for orchestration
• MLflow for experiment tracking, model versioning, and lifecycle management

• Support CI/CD pipelines for ML code, models, and infrastructure (GitHub‑based)
• Ensure ML workflows are:

• Reproducible
• Traceable
• Auditable (aligned with automotive engineering expectations)

Your Background:

Key ingredients for succeeding in this role are your:

• 5+ years' experience, Strong hands‑on experience with AWS for ML workloads
• Practical experience with:

• Multi‑GPU / distributed training (Ray or equivalent)
• Kubernetes / EKS
• Infrastructure as Code (Terraform)
• Airflow and MLflow

• Proficient Python for automation, pipelines, and tooling

Why join us?

You can grow at Aptiv. Whether you are working towards a promotion, stepping into leadership, considering a lateral career move, or simply expanding your network – you can do it here. Aptiv provides an inclusive work environment where all individuals can grow and develop, regardless of gender, ethnicity or beliefs.

You can have an impact. Safety is a core Aptiv value; we want a safer world for us and our children, one with: Zero fatalities, Zero injuries, Zero accidents.

You have support. Our team is our most valuable asset. We ensure you have the resources and support you need to take care of your family and your physical and mental health with a competitive health insurance package.

Apply today and together let’s change tomorrow!

“Aptiv is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law”

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Aptiv is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law.