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Senior Software Engineer, Vision Language Models

Posted 28 days agoViewed

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💎 Seniority level: Senior, 3+ years

📍 Location: U.S

💸 Salary: 175000.0 - 234000.0 USD per year

🔍 Industry: Autonomous driving technology

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

⏳ Experience: 3+ years

🪄 Skills: AWSPythonData MiningMachine LearningPyTorchData engineering

Requirements:
  • BS in computer science, similar discipline or equivalent experience.
  • 3+ years of experience architecting and shipping high-performance and large-scale distributed systems.
  • Experience with deploying vision language models or large-scale vision encoders in production for image/video understanding.
  • Experience with core cloud services and modern vector databases.
  • Solid software engineering principles including design patterns, source control, testing methodologies, and CI.
Responsibilities:
  • Develop data products utilizing foundation models like multi-modal encoding models, vision language models, and large language models.
  • Own large-scale mining workflows that surface rare objects, model errors, and long-tail events.
  • Build high-quality datasets to improve ML products through training and edge case validation.
  • Contribute to data processing pipelines for an in-house billion-scale image search engine.
  • Provide statistical depth on model performance through rigorous error analysis.
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