Senior Computer Vision ML Engineer - Edge Perception

Anduril; Irvine (CA); On-site; USD 220,000 - 292,000; Full time

Benefits offered by this job

Equity grants

Competitive benefits

Job summary

Anduril Industries in Irvine, CA, is seeking a Machine Learning Engineer to own the ML stack for the Counter Intrusion team, designing multi-sensor object detection models for edge devices and developing learning algorithms for autonomous systems.

You will build end-to-end ML infrastructure, train and deploy models, optimize for latency and power, and mentor junior engineers while collaborating with camera, systems, and labeling teams.

Qualifications

• MS or PhD in ML, Robotics, or CS with emphasis on Computer Vision.
• BS in CS, ML, EE, or related field.
• 6+ years experience developing and optimizing ML on large-scale datasets.
• Strong Deep Learning and CV background.
• Proficiency in C++ development in a Linux environment.
• Experience with Python and DL 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 CI 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.

Responsibilities

• Propose and prototype innovative ML solutions leveraging the latest techniques.
• 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 trends over time.
• Provide technical mentorship to other junior ML engineers.

Skills

ML stack

Computer Vision

C++

Python

PyTorch/JAX/TF

TensorRT/ONNX

Edge deployment

CI tests

Profiling & tuning

Security clearance

Education

MS/PhD in ML/Robotics/CS

BS in CS/ML/EE

Tools

TensorRT

ONNX

PyTorch

JAX

TensorFlow

Job description

Anduril Industries in Irvine, CA, is seeking a Machine Learning Engineer to own the ML stack for the Counter Intrusion team, designing multi-sensor object detection models for edge devices and developing learning algorithms for autonomous systems.

You will build end-to-end ML infrastructure, train and deploy models, optimize for latency and power, and mentor junior engineers while collaborating with camera, systems, and labeling teams.