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Senior Engineer, ML Training Platform

Posted about 1 month agoViewed

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💎 Seniority level: Senior, 3+ years

📍 Location: U.S

💸 Salary: 155000.0 - 207000.0 USD per year

🔍 Industry: Driverless technology / Autonomous vehicles

🏢 Company: Motional👥 1001-5000💰 Seed 11 months ago🫂 Last layoff 9 months agoAutomotiveFleet ManagementInformation TechnologyAutonomous VehiclesSoftware

🗣️ Languages: English

⏳ Experience: 3+ years

🪄 Skills: AWSPythonKubernetesMachine LearningPyTorch

Requirements:
  • 3+ years of strong Python coding skills.
  • Experience designing, developing, and maintaining production systems in AWS cloud with Kubernetes.
  • Hands-on experience with popular ML frameworks (PyTorch or TensorFlow).
  • Experience with CPU and GPU performance optimization.
  • Proven track record of operating highly-available systems at scale.
Responsibilities:
  • Build and maintain scalable ML data processing and model training solutions in AWS cloud using Kubernetes.
  • Implement solutions in ML codebase (Python, PyTorch) and platform codebase (Volcano and Ray).
  • Perform training and infrastructure performance optimization with various GPUs to enhance training speed and efficiency.
  • Communicate with machine learning engineers to identify obstacles and prioritize solutions.
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