1 час назад
Senior Perception Machine Learning Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Perception Machine Learning Engineer (AI): Building and deploying perception systems for autonomous heavy machinery, with an accent on sensor fusion, computer vision, machine learning, and real-time edge inference. Focus on developing scene understanding, obstacle detection, terrain modeling, and localization/SLAM systems that operate reliably in dynamic earthmoving environments.
Location: Seattle, United States; hybrid. Strong onsite collaboration is expected at AIM offices, labs, and proving grounds in the Greater Seattle area, with travel to field sites around the world.
Company
develops production-grade embodied AI and autonomous heavy machinery systems for mining, construction, infrastructure, and defense operations.
What you will do
- Design and advance perception algorithms for scene understanding, obstacle detection, terrain modeling, and machine awareness.
- Develop machine learning models for object detection, segmentation, depth estimation, and terrain understanding.
- Optimize perception models for real-time inference on edge compute platforms.
- Build scalable data pipelines for training, evaluation, and iterative model improvement using field data.
- Integrate perception outputs with planning, control, localization, SLAM, mapping, and safety systems.
- Collaborate with robotics, controls, systems, and software teams to deliver robust autonomous machine capabilities.
Requirements
- Experience building and deploying production machine learning systems on real hardware, ideally for autonomous vehicles.
- Strong understanding of machine learning fundamentals, optimization, training dynamics, evaluation metrics, and data imbalance.
- Experience with 2D and 3D computer vision, including classification, detection, segmentation, tracking, and depth sensing.
- Experience with sensor calibration for cameras, lidar, radar, or similar perception sensors.
- Excellent Python software development skills and proficiency in TensorFlow, PyTorch, and C++.
- Experience with localization, SLAM, edge deployment, and real-time perception pipelines.
Culture & Benefits
- Work on complex real-world autonomy problems involving earthmoving machines that modify their environment.
- Operate workstreams with a high degree of autonomy and contribute to company technical direction.
- Company-funded medical, dental, vision, 401(k), and life insurance.
- Gourmet food and additional workplace perks.
- Opportunity to travel to field sites across the Americas, Australia, Africa, and other regions.
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