Principal ML/Computer Vision Engineer (3D Pose Estimation) Job at HartleyCo, Irvine, CA

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  • HartleyCo
  • Irvine, CA

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.

Job Tags

Relocation package, H1b,

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