# Senior Perception Engineer at AIM

- Company: AIM
- What the company does: AIM delivers autonomous earthmoving for mining, construction, and defense. Transform your fleet with AI-powered machines that maximize productivity and safety. Backed by General Catalyst and Khosla.
- Company website: https://aim.vision/
- Type: Startups
- Level: Senior
- Location: Seattle
- Work setup: Remote
- Posted: 2026-03-08
- Apply by: 2026-10-08
- Apply: https://jobs.ashbyhq.com/aim/00fe80a3-134e-4bd9-899b-f63149bcf220
- Page: https://www.1752.vc/careers/jobs/aim-senior-perception-engineer/

## About the role

You’re an engineer who loves solving difficult perception problems where machine learning meets the physical world. You have experience building production machine learning systems that operate on real hardware, not just in research environments. You understand how perception algorithms behave under real-world constraints such as sensor noise, environmental variability, limited compute, and incomplete data.

## What they're looking for

- Core ML Fundamentals
- Experience designing, training, and evaluating machine learning models
- Strong understanding of the mathematics behind training (optimization, gradients, regularization, bias–variance tradeoff)
- Familiarity with training dynamics (overfitting, underfitting, convergence issues, data imbalance)
- Excellent grasp of machine perception methods in 2D and 3D (depth sensing)
- Experience with perception sensor calibration techniques (camera, lidar, radar, etc.)

Tags: Engineering