Anduril IndustriesRemote
Senior Machine Learning Engineer, Sentry Tower
United States of America
Full Time
1 week ago
$220,000 - $330,000 USD
H1B Sponsor Likely
Key skills
PythonC++CRMachine LearningMLDeep LearningComputer VisionPyTorchTensorFlowJAXLeadership
About this role
Anduril Industries is a defense technology company focused on transforming military capabilities with advanced technology. The Senior Machine Learning Engineer will be responsible for designing and training multi-sensor object detection models and developing learning algorithms to optimize autonomous systems, impacting the delivery of cutting-edge defense technology.
Responsibilities:
- Propose and prototype innovative solutions to solve real-world problems, leveraging the latest state-of-the-art techniques in the field
- Develop and maintain core ML pipelines
- Train and deploy deep learning models for real-time applications
- Collaborate cross-functionally with camera, systems and labeling teams
- Curate datasets for evaluating performance and comparing performance trends over time
- Provide technical mentorship to other junior ML engineers
Requirements:
- MS or PhD in Machine Learning, Robotics or Computer Science, with 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 CV background
- Proficiency in C++ development in a Linux environment
- Experience with Python development and deep learning frameworks such as PyTorch, JAX and TensorFlow
- Experience deploying models with TensorRT and ONNX
- Optimize 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 highly detailed reports
- Eligible to obtain and maintain a U.S. Secret security clearance
- Experience in one or more of the following: Object Detection, Object Tracking, Instance Segmentation, Semantic Segmentation, Semantic Change Detection, Depth Estimation, Model Pruning and Compression
- Experience in one or more of the following: Visual Odometry, SLAM, Multi-view Geometry, Camera Models, RGB-D and LIDAR Sensor Fusion, Optical Flow
- Experience troubleshooting and analyzing remotely deployed software systems
- 1 year of experience in a technical leadership role