Senior 3D Human Modeling and Computer Vision Engineer

3dlook • United Kingdom
Remote
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AI Summary

Join 3DLOOK as a senior engineer to develop and improve our body reconstruction pipeline, architect and maintain a framework to validate predicted measurements, and lead technical execution with a high bar for quality, rigor, and performance.

Key Highlights
Senior 3D human modeling and computer vision engineer role
Develop and improve body reconstruction pipeline
Architect and maintain validation framework
Key Responsibilities
Develop and improve our body reconstruction pipeline
Architect and maintain a framework to validate predicted measurements, sizes, and 3D avatars (quality checks, benchmarks, monitoring)
Identify and prioritize projects that measurably improve accuracy and reliability, focusing effort where impact is highest
Maintain the integrity of ML pipeline testing, ensure data quality, and prevent regressions
Technical Skills Required
Python PyTorch TensorFlow Scientific computing packages 3D computer vision Computational geometry Mathematical foundations of ML Numerical optimization Data structures Data modeling Software architecture for ML systems
Benefits & Perks
Stock Option Program
4 weeks paid vacation annually
Paid sick leave: 10 days/year with full coverage
Flexible working hours (remote-first)
Remote working environment

Job Description


3DLOOK is an AI-powered technology company specializing in mobile body scanning and visualization for industries such as digital health, fitness, weight loss, apparel manufacturing, and uniforms. Our patented technology enables businesses to leverage our AI-powered solutions for precise health & fitness data tracking and visualization, while improving operations and driving growth through accurate body measurements.


The opportunity:

This is a senior, hands-on role for someone who can invent, implement, and ship. You’ll work on the core 3D human modeling and computer vision pipeline, deliver production-ready models, and lead technical execution with a high bar for quality, rigor, and performance.


Requirements:

  • 5+ years of hands-on experience delivering CV/ML projects from concept through production.
  • Strong expertise in 3D computer vision and computational geometry.
  • Strong understanding of the mathematical foundations of ML and numerical optimization.
  • Experience with data structures, data modeling, and software architecture for ML systems.
  • Experience designing validation/evaluation for ML accuracy and reliability (metrics, benchmarks, regression testing).
  • Strong programming in Python; experience with PyTorch and/or TensorFlow and common scientific computing packages.
  • Strong experimentation discipline: reproducible workflows, clear documentation, and ability to diagnose/fix failures.
  • Fluent English (spoken and written) for clear communication in a distributed team.
  • Strong communication, collaboration, and adaptability in a fast-moving environment.


Responsibilities:

  • Develop and improve our body reconstruction pipeline, adding capabilities and improving accuracy and robustness.
  • Architect and maintain a framework to validate predicted measurements, sizes, and 3D avatars (quality checks, benchmarks, monitoring).
  • Identify and prioritize projects that measurably improve accuracy and reliability, focusing effort where impact is highest.
  • Maintain the integrity of ML pipeline testing, ensure data quality, and prevent regressions.


What We Offer:

  • Join a high-performing team and ship production AI/3D work with real customer impact.
  • Eligibility for the Stock Option Program after 6 months (based on performance/impact).
  • 4 weeks (20 working days) of paid vacation annually.
  • Paid sick leave: 10 days/year with full coverage.
  • Flexible working hours (remote-first).
  • Remote working environment.


3DLOOK, we don’t just envision the future—we shape it. If you’re ready to redefine boundaries and chart new territories in the realm of 3D ML engineering, we invite you to join us on this exhilarating expedition.



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