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Mach Industries

Develops unmanned military systems and propulsion

AI Platform Engineer

AI Application Engineering +1Posted on Nov 10
Full-timeHuntington Beach, CA, USAIn-person

About the Job

Requirements

  • At least four years of software or platform engineering experience, including hands-on AI integrations; four years of AI-specific experience is not required.
  • Ability to build and support AI inference integrations using software engineering practices, including authentication, error handling, automated tests, and documented interfaces.
  • Working knowledge of retrieval pipelines, source permissions, provenance, and sensitive-data risks, including preserving access restrictions when information reaches AI applications.
  • Ability to design repeatable evaluations for functional regressions, retrieval quality, permission leakage, prompt-injection risks, and safeguards around AI-triggered tool actions.
  • Experience instrumenting services and investigating runtime failures, latency, resource use, costs, and configuration issues using actionable, privacy-aware diagnostic evidence.
  • Ability to document reusable capabilities and collaborate with business, Security, application, and data partners on approved permissions and release controls.
  • Available to work extended hours and weekends as needed.

Responsibilities

  • Build reusable inference interfaces and self-service templates with least-privilege identities, approved tool permissions, documented failure behavior, and human approval gates.
  • Partner with data engineers to deliver retrieval pipelines that preserve source permissions, provenance, refresh behavior, and approved ingestion and retrieval constraints.
  • Create versioned evaluations and release gates covering regressions, permission leakage, prompt injection, and tool safeguards, with recorded results and rollback procedures.
  • Monitor failures, latency, usage, and costs; maintain privacy-aware traces, configurations, runbooks, and incident improvements for supported shared AI services.
  • Agree interfaces with application and data teams, implement Security-approved controls, and leave business decisions and use-case acceptance with accountable owners.

Desired Qualifications

  • Experience delivering shared AI capabilities adopted by multiple applications or teams through supported interfaces and examples.
  • Experience with automated deployment, versioned evaluation assets, and controlled rollout or rollback of AI-enabled services.
  • Familiarity connecting AI platform controls to enterprise identity, data governance, and established operational support practices.

About the Company

Mach Industries

Develops unmanned military systems and propulsion

Mach Industries designs and builds unmanned military systems, including VTOL drones, long-range strike weapons, and counter-UAS, along with propulsion and energetics. Its products combine flight hardware, power plants, and munitions into compact, military-ready systems, with most components produced in-house to lower costs. The company differentiates itself through vertical integration, a large California manufacturing footprint, and acquisitions (like Exquadrum) to expand solid-rocket-motor capability and reduce bottlenecks. Its goal is to scale manufacturing and accelerate programs to meet defense contracts and national security needs, supported by large funding rounds to grow production and operations.

Company size
201-500
Company stage
Series C
Total funding
$1.1B
Headquarters
Huntington Beach, CA
Founded
2022

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