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

Aptiv; Chennai District; On-site; INR 2,500,000 - 4,500,000; Full time

Job summary

Aptiv in India is seeking an Electrical/Electronics Engineer to design and develop automotive AI workloads in Active Safety and User-Experience. The role is based in Bengaluru, with Chennai as a nearby work location and collaboration across global teams.

You will build and operate MLOps platforms on AWS, implement highly available multi‑zone training environments, and support CI/CD for ML code and infrastructure. Strong Python, Kubernetes, Airflow, and MLflow skills are required.

Qualifications

• 5+ years of experience with AWS for ML workloads.
• Proven experience with multi-GPU / distributed training.
• Proficient Python for automation and pipelines.
• Hands-on with Kubernetes / EKS and Terraform.
• Experience with Airflow and MLflow for ML pipelines.
• CI/CD support for ML code, models, and infra.

Responsibilities

• 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 (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 and MLflow.
• Support CI/CD pipelines for ML code, models, and infrastructure.

Skills

Python

AWS ML workloads

Distributed training

Kubernetes / EKS

Airflow

MLflow

Terraform

CI/CD for ML

Tools

Ray

AWS

Kubernetes / EKS

Terraform

Apache Airflow

MLflow

Job description

Aptiv -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.

We’re hiring an Electrical/Electronics Engineer to design and develop our automotive products in the areas of Active Safety and User-Experience. This position is located at TCI Bengaluru.

Your Role

Experience:

6-8 Yrs

Job Location:

Chennai

Mandatory Skills: AWS DevOps with ML Ops Frameworks like ML Flow/ Air Flow & Python Scripting

• 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.

“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”

https://www.aptiv.com/privacy-notice-active-candidates

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.