Software Engineer - ML Infrastructure

Anduril
California
Full timeUSD 191,000 - 253,000 annuallyFunction: Software EngineeringSkills: []

Build and operate core ML infrastructure for perception and autonomy, including dataset management, multi-modal sensor data indexing, and model training and orchestration across cloud and on-prem compute. Develop perception engineer-facing tooling and SDKs, integrate frontier models for data augmentation and synthetic data generation, and deliver observability and traceability across the ML lifecycle. Partner with customers and fleet management systems to deploy improvements back to edge devices.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
Anduril
Anduril
1 month ago

Software Engineer - ML Infrastructure

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 15 hours agoStatus: Live

Job Summary

Build and operate core ML infrastructure for perception and autonomy, including dataset management, multi-modal sensor data indexing, and model training and orchestration across cloud and on-prem compute. Develop perception engineer-facing tooling and SDKs, integrate frontier models for data augmentation and synthetic data generation, and deliver observability and traceability across the ML lifecycle. Partner with customers and fleet management systems to deploy improvements back to edge devices.
Location: California
Employment Type: Full time
Job Function: Software Engineering

Key Responsibilities

  • •Develop core data management systems for perception and autonomy, including indexing multi-modal sensor data.
  • •Build model training and orchestration systems running across cloud-based and on-premise compute.
  • •Create and maintain internal perception platform capabilities for dataset querying/discovery and model training/evaluation and deployment to edge devices.
  • •Own core training libraries/SDKs for perception engineers and integrate novel model architectures into standard infrastructure.
  • •Develop systems for observability and traceability of the full ML lifecycle, including monitoring, evaluation report storage, and model registry integration with fleet management.

Pay and Benefits

Salary: USD 191,000 - 253,000 annually
Equity and Bonus:Equity
Perks:Health Insurance

Key Requirements

  • •Build and operate core model training and dataset management infrastructure for perception use cases.
  • •Improve perception engineer-facing tooling and SDKs by partnering with perception engineers on pain points and feature requests.
  • •Integrate frontier models for data augmentation, curation, synthetic data generation, and enable semantic search across data holdings.
  • •Enable observability and traceability across the ML lifecycle, including real-time monitoring, model evaluation reporting storage, and a model registry.
  • •Engage with customers and business line engineering teams to deliver solutions that meet specific data requirements and constraints.
Languages:En
Tech Stack:PythonRustPyO3MaturinTensorflowPyTorchModalFlyteAirflowDagsterWeights & BiasesMLflowKubernetes

Eligibility

Security Clearance:US Top Secret

Company Brief

Anduril
Designs and builds advanced defense systems combining autonomous aircraft, sensors, and AI-driven software for military and national security applications, focused on modernizing battlefield capabilities and distributed sensing.
Industry: Defense Technology
Company Size: Enterprise (1,001+ employees)
Growth: Scaleup
Valuation: Unicorn (USD 1B+)
Funding: Series E+
Headquarters: Costa Mesa, United States
Founded: 2017
WebsiteLinkedIn