Staff TLM, Machine Learning, Sentry Tower
$220k - $330k • Irvine, California, United States
Posted 12d ago
Job Location
Irvine, California, United States
Tech Stack
Remote Work Policy
On-site
Categories
Machine Learning Engineer
About the job
We are seeking a Staff ML Tech Lead Manager to apply the latest research to solve our toughest problems. This role will be responsible for owning the entire machine learning stack for the Counter Intrusion team. You will design and train multi-sensor object detection models for perception on edge compute devices that push the boundaries of what's possible with our sensors. You will develop learning algorithms to optimize the behavior of autonomous systems. Your work will directly impact Anduril's ability to deliver cutting-edge defense technology, with the opportunity to identify and develop novel ML applications across our product portfolio.
Responsibilities
- Propose and prototype innovative solutions using state-of-the-art techniques.
- Develop and maintain core ML pipelines.
- Train and deploy deep learning models for real-time applications.
- Collaborate with camera, systems, and labeling teams.
- Curate datasets for performance evaluation and trend analysis.
- Provide technical mentorship to junior ML engineers.
Requirements
- MS or PhD in Machine Learning, Robotics, or Computer Science with an emphasis on Computer Vision.
- BS in Computer Science, Machine Learning, Electrical Engineering, or related field.
- 6+ years of experience developing, benchmarking, and optimizing ML algorithms on large-scale datasets.
- Strong Deep Learning and Computer Vision background.
- Proficiency in C++ development in a Linux environment.
- Experience with Python development and deep learning frameworks (PyTorch, JAX, TensorFlow).
- Experience deploying models with TensorRT and ONNX.
- Experience optimizing on-device inference and vision kernels across CPU/GPU/NPU.
- Track record of developing and deploying CV models from R&D to production.
- Experience writing and maintaining automated continuous integration tests.
- Knowledge of system profiling and tuning for latency, memory, and power efficiency.
- Ability to conduct experiments, ablation studies, and create detailed reports.
- Eligible to obtain and maintain a U.S. Secret security clearance.
- Experience in object detection, object tracking, instance segmentation, semantic segmentation, semantic change detection, depth estimation, model pruning, and compression.
- Experience in visual odometry, SLAM, multi-view geometry, camera models, RGB-D and LIDAR sensor fusion, or optical flow.
- Experience troubleshooting and analyzing remotely deployed software systems.
- 1 year of experience in a technical leadership role.
Benefits
- Highly competitive equity grants.
- Top-tier benefits for full-time employees.