ML Infrastructure Engineer - Perception & Edge Training

Anduril Industries, Inc.; Costa Mesa (CA); On-site; USD 191,000 - 253,000; Full time

Job summary

Anduril Industries in Costa Mesa, CA, is hiring a Software Engineer on the ML Infrastructure team to build core data management, model training orchestration across cloud and on-prem, and the internal perception platform.

You will enable dataset querying, data curation, and model deployment to edge devices, working with frontier models, orchestration frameworks, and observability tools to support fast, reliable ML pipelines.

Qualifications

• Experience building model training and dataset management infrastructure.
• Ability to partner with perception engineers to improve tooling.
• Experience with MLOps tooling and ML lifecycle observability.

Responsibilities

• Build and operate core training and dataset management infrastructure.
• Improve perception engineer-facing tooling and SDKs.
• Integrate frontier models for data augmentation, curation, and synthetic data generation.
• Enable observability and traceability of the ML lifecycle.
• Engage with customers to understand data requirements and constraints.

Skills

Python

Rust

Machine Learning

MLOps

TensorFlow

PyTorch

Kubernetes

Cloud & On-Prem

Model Training

Tools

PyO3

Maturin

Modal

Flyte

Airflow

Dagster

Weights & Biases

MLFlow

Job description

Anduril Industries in Costa Mesa, CA, is hiring a Software Engineer on the ML Infrastructure team to build core data management, model training orchestration across cloud and on-prem, and the internal perception platform.

You will enable dataset querying, data curation, and model deployment to edge devices, working with frontier models, orchestration frameworks, and observability tools to support fast, reliable ML pipelines.