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Principal ML/Computer Vision Engineer (3D Pose Estimation)

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Principal ML/Computer Vision Engineer (3D Pose Estimation)
HartleyCo

Country flag
Irvine, California, United States
Classification symbol Information Technology
H-1B
Salary
250000 - 450000 USD /YEAR
Job posted on April 28, 2025
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Job Description:
A rapidly growing company is looking for a top 1% Computer Vision Engineer specializing in 3D pose estimation for video analysis. This is a high-impact role at a company experiencing 700% year-over-year growth, with its product already in 1,000+ retail stores.
The Role:
You’ll be leading the development of 3D pose estimation models for motion tracking, working with video data from iPhones to create state-of-the-art movement analysis solutions. The company is transitioning from 2D to full 3D pose estimation and is looking for a technical expert who can take models from research to production.
What You’ll Work On:
  • 3D pose estimation: Focused on video-based motion tracking rather than robotics applications
  • ML/CV model optimization: Using cutting-edge libraries (e.g., YOLO)
  • Full-cycle development: From research to AWS deployment
  • Human movement analysis & biomechanics for precision tracking
  • Building scalable systems to power a consumer-friendly motion analysis product


Who You Are:
  • Deep expertise in 3D pose estimation (1+ year preferred)
  • Strong ML/CV background with hands-on experience in video analysis
  • Startup mindset – thrives in a 10-20 person team
  • Self-starter with a builder mentality
  • Experience deploying models in production environments (AWS)


Not a fit if: Your background is heavily robotics-focused, purely academic, or primarily in large corporate environments.
What’s in It for You:
  • Relocation assistance to CA
  • Visa sponsorship available (H-1B, O-1)
  • Work on cutting-edge ML/CV models with real-world applications
  • Join a company with explosive growth and a clear vision


Interested? Apply now or reach out to learn more.
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