Senior ML Engineer - Computer Vision & Edge AI

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

Job summary

Anduril Industries is seeking a Machine Learning Engineer to own the full ML stack for the Counter Intrusion team. You will design and train multi-sensor object detection models for perception on edge devices and develop learning algorithms to optimize autonomous system behavior.

You will oversee end-to-end ML stack design, data collection and training infrastructure, with impact across Anduril's product portfolio and potential novel ML applications in defense technology.

Qualifications

• 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 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 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.

Responsibilities

• Propose and prototype innovative solutions leveraging state-of-the-art 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 tracking trends.
• Provide technical mentorship to other junior ML engineers.

Skills

Machine Learning

Computer Vision

C++

Python

Linux

CI testing

Education

MS/PhD in ML/CS/Robotics

BS in CS/EE or related

Tools

PyTorch

TensorFlow

TensorRT

ONNX

JAX

Job description

Anduril Industries is seeking a Machine Learning Engineer to own the full ML stack for the Counter Intrusion team. You will design and train multi-sensor object detection models for perception on edge devices and develop learning algorithms to optimize autonomous system behavior.

You will oversee end-to-end ML stack design, data collection and training infrastructure, with impact across Anduril's product portfolio and potential novel ML applications in defense technology.