AIM
Senior Perception Engineer
Seattle · Senior
Sponsorship not specifiedDetected 136 days ago
PythonC++AlgorithmsTerraformMachine LearningTensorFlowPyTorchData EngineeringNLPComputer VisionMLOpsRoboticsSensorsResearchCollaboration
About the role
- ABOUT AIM INTELLIGENT MACHINES Curious if you want to terraform earth?
- Everything humanity depends on is mined, dug, or grown.
- We transform heavy machinery-bulldozers, loaders, excavators-into AI-powered fleets that operate continuously, safely, and at peak performance in the world's harshest environments.
Responsibilities
- At AIM, we are building the autonomous linchpin of civilization.
- AIM runs production mines, large scale infrastructure builds, and defense operations as a TRL9 hardened system, not a science experiment.
Requirements
- Strong understanding of the mathematics behind training (optimization, gradients, regularization, bias-variance tradeoff)
- Familiarity with training dynamics (overfitting, underfitting, convergence issues, data imbalance)
- Experience with perception sensor calibration techniques (camera, lidar, radar, etc.)
- Ability to reason about evaluation metrics and tradeoffs (precision/recall, mAP, IoU, etc.)Proven track record of deployed ML-based perception systems, ideally on autonomous vehicles
- Experience shipping production models
- Proficiency in Tensorflow, PyTorch, Python, C++
- Run your workstreams with the largest degree of autonomy
- Experience designing, training, and evaluating machine learning models
- Excellent grasp of machine perception methods in 2D and 3D (depth sensing)
- Experience working on real-world computer vision problems (classification, detection, segmentation, tracking, etc.)
- Understanding of image representations, augmentations, and data preprocessing strategies
- Awareness of common architectures and when to use them (CNNs, transformers, hybrid approaches)
- Excellent software development skills in python
- Creativity and curiosity for solving complex problems
- Solve a massive set of real-world problems that require scalable earth moving
Benefits
- Learn more about AIM here. https://aim.vision/about
This listing is sourced directly from AIM's careers page and normalized into a canonical job model.