Technical Lead-MLOps:

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
• 5+ years experience, Solid 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

📌 Technical Lead-MLOps: (Bengaluru)
🏢 Aptiv
📍 Bengaluru