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91 Aptiv Jobs

MLOPs Infrastructure Lead

7-12 years

Bangalore / Bengaluru

MLOPs Infrastructure Lead

Aptiv

posted 23hr ago

Job Role Insights

Flexible timing

Job Description

Your Role

  • Design and implement scalable, cloud-native MLOps infrastructure to support the entire ML lifecycle, from experimentation to production deployment
  • Help develop IAC scripts for required Infra provisioning
  • Establish best practices for ML infrastructure monitoring, logging, and observability
  • Collaborate with MLOPS pipeline developers to understand their workflows and optimize infrastructure accordingly
  • Drive technical decisions around tooling selection and infrastructure architecture
  • Mentor junior engineers and provide technical leadership to the MLOps team

Your Background

Key ingredients for succeeding in this role are your:

  • 7+ years of software engineering experience, with at least 3 years focused on ML/AI infrastructure Strong experience with cloud platforms (AWS/GCP/Azure) and container orchestration (Kubernetes) Expertise in infrastructure-as-code using tools like Terraform, CloudFormation
  • Proficiency in Python and experience with ML frameworks (PyTorch, TensorFlow, etc.)
  • Deep understanding of ML workflows, including training, experimentation, and deployment
  • Experience with MLOps tools (MLflow, Kubeflow, Seldon, etc.) and CI/CD platforms (Jenkins, GitLab CI, etc.)
  • Strong background in distributed systems and scalable architecture design
  • Experience with monitoring and observability tools

Employment Type: Full Time, Permanent

Read full job description

Prepare for Infra Lead roles with real interview advice

Top Aptiv Infra Lead Interview Questions

Q1. 3. 1)Do you know about Autosar. 2)define function definition and function declaration. 3)difference between structure and union. 4) define E ... read more
Q2. write a program on structure.? and by using pointers how we declare structures.
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What people at Aptiv are saying

What Aptiv employees are saying about work life

based on 855 employees
65%
69%
64%
92%
Flexible timing
Monday to Friday
No travel
Day Shift
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Aptiv Benefits

Submitted by Company
Work for a team that believes in continuous learning
Join a team that envisions a safer future
Work on next-gen technologies
Join an organization that cares
We are an Inclusive and Diverse workplace
Submitted by Employees
Health Insurance
Job Training
Free Transport
Work From Home
Soft Skill Training
Team Outings +6 more
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