Data Engineer

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. Aptivs 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.Were 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 Chennai.

Role & responsibilities :

Experience: 5-8 Yrs

Job Location: Chennai

Mandatory Skills: Data Engineering - ELT/ETL. Unstructured Data, 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, multizone training and deployment environments
• Operate distributed, multiGPU training setups (e.g., Ray clusters)
• Assist in maintaining infrastructure standards for compute, storage, networking, and security
• Troubleshoot and resolve platformlevel 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 (GitHubbased)
• Ensure ML workflows are:
• Reproducible
• Traceable
• Auditable (aligned with automotive engineering expectations)
• Build and operate MLOps platforms on AWS supporting autonomous driving ML workloads
• Implement and maintain highly available, multizone training and deployment environments
• Operate distributed, multiGPU training setups (e.g., Ray clusters)
• Assist in maintaining infrastructure standards for compute, storage, networking, and security
• Troubleshoot and resolve platformlevel 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 (GitHubbased)
• Ensure ML workflows are:
• Reproducible
• Traceable
• Auditable (aligned with automotive engineering expectations)

Preferred candidate profile:

• 5+ years' experience, Strong handson experience with AWS for ML workloads
• Practical experience with:
• MultiGPU / distributed training (Ray or equivalent)
• Kubernetes / EKS
• Infrastructure as Code (Terraform)
• Airflow and MLflow
• Proficient Python for automation, pipelines, and tooling

Perks and benefits :

• 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.