Profile cover
H

AI LiDAR Point Cloud Compression Engineer

Prixel Labs

Remote · $160k – $200k / year · Freelance · Posted 3 months ago

No longer accepting applications

This role is no longer accepting applications

Don't miss the next role like this

Create a free profile with your skills. We match you to new AI roles as they open, and companies hiring can contact you directly.

Create free profile, 2 minutes

Similar open roles you can apply to now:

See all open AI jobs

About the role

PyTorch and large point cloud datasets are the core of what we build at Prixel Labs. If you've worked on neural compression and care about the tradeoff between file size and reconstruction fidelity, this engagement is worth a look. Our clients are shipping LiDAR-heavy applications where raw point cloud data is becoming a real bandwidth and storage bottleneck. You'll design a neural compression approach that keeps geometric detail where it matters and compresses aggressively where it doesn't. This is a freelance engagement scoped around delivering a working compression prototype and a technical report, with our research team available for feedback throughout.

Fully remote.

Responsibilities

  • Design a neural compression approach for LiDAR point cloud data
  • Benchmark compression ratio against reconstruction fidelity tradeoffs
  • Deliver a working prototype and technical report by the end of the engagement
  • Collaborate with the research team on evaluation methodology
  • Document the approach for potential internal continuation

Requirements

  • Strong PyTorch and computer vision experience, ideally with point cloud data
  • Background in neural compression or related representation learning
  • Docker experience for delivering a runnable prototype
  • Available for a defined-scope freelance engagement
  • Research publication experience a plus

Benefits

  • Freelance engagement with clear defined scope
  • Competitive project-based rate
  • Fully remote
  • Access to research team for technical feedback
  • Potential for follow-on engagements

Keep exploring related roles

Use these topic pages to discover more roles in the same hiring cluster.

Categories

AI & Machine Learning Engineers

Skills

python computer vision pytorch docker

Related remote AI jobs

Nearby roles that share similar skills, categories, or hiring intent.

Browse all jobs

Machine Learning Engineer, Perception

Pathrobotics

Full-time

Senior Machine Learning Engineer (Reinforcement Learning/World Model)

Pathrobotics

Full-time Senior

Senior Release Manager

Agility Robotics

Full-time Senior

Staff Data Scientist

Gradientai

Full-time Staff

Senior AI R&D Engineer – Model Training (f/m/d)

Aleph Alpha

Full-time Senior

Staff / Principal Full Stack AI Engineer

Brighthire

Full-time Principal

Job Type

Freelance

Level

Senior

Language

English

Salary Range

$160k – $200k / year

AI Expertise

AI & Machine Learning Engineers

Skills

python computer vision pytorch docker

Ready to apply for this role?

Create a free talent account.

  • Find AI roles in one place
  • Get AI-matched job recommendations
  • Reply to companies that message you
  • Build your public AI talent profile
Create free profile and apply Log in

This role is closed. Create your free profile to apply to similar open roles.

Don't miss the next one: get matched to new roles like this.

Create free profile