Senior Machine Learning Engineer, Sentry Tower

ANDURIL INDUSTRIES•Irvine, CA

37d

About The Position

We are looking for a Machine Learning Engineer to apply the latest research to solve our toughest problems. This role will be responsible for owning the whole 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. You will also be responsible for the end-to-end design, implementation, and performance of the ML stack, including the infrastructure for data collection and training. 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.

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

Nice To Haves

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

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

Benefits

Comprehensive medical, dental, and vision plans at little to no cost to you.
We cover full cost of medical insurance premiums for you and your dependents.
We offer an annual contribution toward your private health insurance for you and your dependents.
Anduril covers life and disability insurance for all employees.
Highly competitive PTO plans with a holiday hiatus in December. Caregiver & Wellness Leave is available to care for family members, bond with a new baby, or address your own medical needs.
Coverage for fertility treatments (e.g., IVF, preservation), adoption, and gestational carriers, along with resources to support you and your partner from planning to parenting.
Access free mental health resources 24/7, including therapy and life coaching. Additional work-life services, such as legal and financial support, are also available.
Annual reimbursement for professional development
Company-funded commuter benefits based on your region.
Available depending on role eligibility.
Traditional 401(k), Roth, and after-tax (mega backdoor Roth) options.
Pension plan with employer match.
Superannuation plan.