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

Aptiv; Chennai District; On-site; INR 1,000,000 - 1,600,000; Full time

Benefits offered by this job

Competitive health insurance package

Job summary

Aptiv is hiring for an AWS DevOps / ML Ops role to support autonomous driving ML workloads in Chennai, with responsibilities spanning training and deployment environments on AWS. You will implement ML pipelines and CI/CD for ML code and infrastructure, using Airflow and MLflow to ensure reproducibility and traceability.

The ideal candidate brings 5+ years of experience, strong AWS ML experience, and hands-on multi-GPU distributed training knowledge, plus Python automation skills.

Qualifications

• 5+ years' experience
• Strong AWS ML workloads experience
• Practical multi-GPU distributed training experience
• Proficient Python for automation, pipelines, and tooling

Responsibilities

• Build and operate ML training and deployment environments on AWS
• Implement and maintain ML pipelines using Airflow and MLflow
• Support CI/CD pipelines for ML code, models, and infrastructure (GitHub-based)
• Ensure ML workflows are reproducible, traceable, and auditable

Skills

Python

DevOps

ML Ops

Distributed training

Automation

Tools

AWS

Kubernetes

Terraform

Airflow

MLflow

Ray

GitHub

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.

Role Details

Experience: 6-8 Yrs, Job Location: Chennai

• 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)

Background & Qualifications

• 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?

We 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.

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.

• 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.

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.

Aptiv is a global technology company that develops safer, greener and more connected solutions enabling the future of mobility. Headquartered in Dublin, Aptiv has approximately 180,000+ employees and operates 12 technical centers, as well as manufacturing sites and customer support centers in 44 countries. Visit aptiv.com.

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