Aptiv

Member of Technical Staff – Cloud & Edge AI Platforms

Aptiv

full-time

Posted on:

Location Type: Office

Location: California • United States

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Job Level

Lead

Tech Stack

AWSAzureCloudDistributed SystemsGoogle Cloud PlatformKubernetesLinuxMicroservicesPythonPyTorchTensorflow

About the role

  • Design and implement core components of Wind River’s cloud-to-edge AI platform, including orchestration layers, data pipelines, and model lifecycle management
  • Develop scalable, modular, and secure software architectures for distributed AI workloads across heterogeneous edge environments
  • Build cloud-native services and APIs that integrate seamlessly with Wind River Studio and edge operating systems (VxWorks, Linux)
  • Implement systems for model deployment, versioning, CI/CD for AI, and real-time inference pipelines
  • Integrate AI frameworks (TensorFlow, PyTorch, ONNX Runtime, TensorRT) into cloud-edge workflows
  • Ensure platform components meet stringent requirements for determinism, safety, and reliability in mission-critical industries
  • Mentor junior engineers and contribute to engineering best practices, design reviews, and technical roadmaps

Requirements

  • 8+ years of experience in software engineering, distributed systems, cloud platforms, or embedded systems
  • Strong hands-on experience with cloud-native technologies (Kubernetes, containers, microservices)
  • Solid understanding of AI/ML infrastructure, model deployment, and edge inference optimization
  • Proficiency in C/C++, Python, and modern DevOps practices (CI/CD, GitOps)
  • Experience with Linux-based systems, real-time environments, or embedded platforms
  • Familiarity with cloud platforms (AWS, Azure, GCP) and hybrid cloud architectures
  • Experience in mission-critical or safety-critical domains (automotive, aerospace, industrial, medical)
  • Knowledge of virtualization technologies (KVM, ACRN, hypervisors) and secure partitioning
  • Background in distributed AI, federated learning, or edge-to-cloud orchestration frameworks
Benefits
  • Health insurance
  • Retirement plans
  • Professional development opportunities
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
C/C++PythonKubernetescontainersmicroservicesAI/ML infrastructuremodel deploymentedge inference optimizationDevOps practicesvirtualization technologies
Soft Skills
mentoringengineering best practicesdesign reviewstechnical roadmaps