MLOps Engineer

MLOps Engineer

Help shape the future of mobility.

Imagine a world with zero vehicle accidents, zero vehicle emissions, and wireless vehicle connectivity all around us. Every day, we move closer to making that world a reality. Aptiv's passionate team of engineers and developers creates advanced safety systems, high-performance electrification solutions and data connectivity solutions so that automakers can bring advanced capabilities to more people around the globe. This is how we enable sustainable mobility and help to prevent accidents caused by human error.

Your Roles and Responsibilities:

Core Competencies & Demonstrated Success:

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

Bonus / Preferable to have

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

Experience building and operating CI/CD pipelines (GitHub)

Why join us?

You grow at Aptiv.

Aptiv's winning culture is global by design. We bring together diverse perspectives, cultures, and business contexts to solve our customers' toughest challenges. In this environment, every individual can grow, lead, and make an impact, regardless of background, because inclusion fuels how we innovate and win.

You make an impact at Aptiv.

One of the strengths of humanity is our drive to progress, to improve, to achieve more tomorrow than we did yesterday. People need solutions they can trust when it matters most. At Aptiv, you are building those solutions every day.

You have support at Aptiv.

We ensure you have the resources and support you need to take care of your family, your physical health, and your mental health with a competitive benefits package.

Your Benefits at Aptiv:

• Higher Education Opportunities (UDACITY, UDEMY, COURSERA are available for your continuous growth and development);
• Life and accident insurance;
• Sodexo cards for food and beverages
• Well Being Program that includes regular workshops and networking events;
• EAP Employee Assistance;
• Access to fitness clubs (T&C apply);
• Creche facility for working parents;

Aptiv began leading the way in software and systems technologies years ago. With our rich history as a foundation, our dedicated team is uniquely capable of driving the future of mobility.

As the only provider of an integrated vehicle brain and nervous system, Aptiv works with our customers to create software-defined vehicles and solve mobility’s toughest challenges in autonomous driving, vehicle electrification, advanced safety, and much more. We believe that mobility has the power to change the world. At Aptiv, we’re delivering the software capabilities, advanced computing platforms and networking architecture that make mobility work.