Overview

Help shape the future of mobility.

Responsibilities

• 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)
• 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

Qualifications

• You can grow at Aptiv.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. 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.
• Hybrid and flexible working hours;
• 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;