APTIV

Cloud Engineer – AWS & AI/ML Infrastructure

Posted 17 Days Ago

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Bangalore, Bengaluru Urban, Karnataka, IND

In-Office

Senior level

Automotive

The Role

Build and operate AWS-based MLOps platforms for autonomous-driving workloads. Maintain highly available training and deployment environments, distributed multi-GPU Ray clusters, Kubernetes infrastructure, Terraform code, Airflow and MLflow pipelines, and GitHub-based CI/CD. Troubleshoot platform issues and ensure machine-learning workflows are reproducible, traceable, and auditable.

Summary Generated by Built In

Cloud Engineer – AWS & AI/ML Infrastructure

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:

•

Strong AWS expertise with relevant AWS certification
Kubernetes, node management, cluster administration, and networking
AWS services, infrastructure provisioning, and automation using IaC
Linux administration
GPU infrastructure management and workload optimization
Infrastructure monitoring, observability, and troubleshooting
Building and managing scalable infrastructure for ML workloads, MLOps, and Data Engineering platforms

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 environment, every individual can grow, lead, and make an impact, regardless of background, because inclusion fuels how we innovate and win. 

You make an impact at Aptiv.

One of the strengths of humanity is our drive to progress, to improve, to achieve more tomorrow than we did yesterday. People need solutions they can trust when it matters most. At Aptiv, you are building those solutions every day.

You have support at Aptiv.

We ensure you have the resources and support you need to take care of your family, your physical health, and your mental health with a competitive benefits package.

Your Benefits at Aptiv:

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;

Meet the Next-Generation Aptiv:

At Aptiv, we deliver innovative solutions that people trust when it matters most.

Progress is never static. It is about reaching further, exploring new possibilities, and enabling mobility. Aptiv empowers customers to create solutions people rely on—advancing safety and autonomy in Automotive and Commercial Vehicles, enabling mission-critical performance in Aerospace & Defense, and powering intelligent systems across Energy, Enterprise, and Telecommunications. We also drive precision and efficiency in Industrials & Robotics and support life-critical innovation in Medical technologies.

Guided by our winning culture and values to Think & Act Like Owners, as One Team, and Play to Win, we turn commitment into results and achieve more together.

Join Us to Deliver Innovative Solutions That People Trust!

Apply today, and together let’s change tomorrow!

#LI-NB1

Privacy Notice - Active Candidates: 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.

Skills Required

5+ years of professional experience
Strong hands-on experience with AWS for machine-learning workloads
Practical experience with multi-GPU or distributed training using Ray or an equivalent technology
Practical experience with Kubernetes or Amazon EKS
Practical experience with Infrastructure as Code using Terraform
Practical experience with Apache Airflow and MLflow
Proficiency in Python for automation, pipelines, and tooling
Experience building and operating CI/CD pipelines using GitHub

APTIV Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about APTIV and has not been reviewed or approved by APTIV.

Retirement Support — A 401(k) plan with company contribution and competitive matching is described as a notable component of the total rewards package. Equity participation and performance bonuses are also positioned as part of long-term and variable compensation.
Healthcare Strength — Core coverage is portrayed as broad, spanning medical, dental, vision, life, and disability insurance. Mental health resources and an Employee Assistance Program are also included as part of wellness support.
Leave & Time Off Breadth — Paid holidays, paid sick days, and flexible time-off policies are included in the benefits mix. Flexible scheduling and remote-work programs further support time management and personal needs.