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ML Platform Engineer

Job Overview

Location

Los Angeles, CA

Job Type

Full-time

Category

Data Science

Date Posted

August 8, 2026

Full Job Description

đź“‹ Description

  • • Build the production platform that enables Hadrian’s factories to safely depend on models for drawing extraction, cycle-time prediction, forecasting, scheduling, and more—with measurable performance and fast rollback.
  • • Develop shared batch and online serving for tabular, vision, document-AI, scheduling, graph, and embedding workloads, targeting clear SLAs for latency, availability, and isolation.
  • • Create repeatable release and evaluation processes featuring automated tests, reproducible artifacts, lineage, shadow deployments, canaries, and A/B tests.
  • • Own online feature serving and maintain contract integrity with offline feature tables; proactively detect and address training-serving skew, feature drift, bad data, and model degradation.
  • • Build operational tooling for telemetry, incident response, autoscaling, resource and GPU management, cost attribution, and secure model routing.
  • • Develop APIs, SDKs, reusable templates, and documentation that teams can adopt without requiring close support from platform engineers.

🎯 Requirements

  • • Track record building and operating production ML infrastructure across multiple models or inference workloads.
  • • Strong production-level Python and SQL skills, including typing, testing, packaging, API design, and building observability features.
  • • Hands-on experience with Kubernetes, containers, and handling distributed-system failure modes such as retries, partial failures, idempotence, and resource isolation.
  • • Engineering background with model registries, feature systems, batch/real-time inference, experiment tracking, or model CI/CD workflows.

🏖️ Benefits

  • • Medical, dental, vision, and life insurance
  • • 401(k)
  • • Flexible vacation policy
  • • Equity
  • • Relocation support may be provided for certain situations, based on business need.

Skills & Technologies

Python
Rust
FastAPI
Kubernetes
gRPC
Onsite
$170k-300k

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About Hadrian

Hadrian is an advanced manufacturing company building highly automated, precision component factories in the U.S. to serve space, defense, and high-tech industries. Their mission is to enable manufacturers to produce parts up to 10× faster and more efficiently than traditional shops. They combine software, robotics, AI, and streamlined operations to reduce reliance on manual expertise. Hadrian also offers a “factories-as-a-service” model, helping clients scale production in their own facilities or through Hadrian’s automated factories. They aim to modernize America’s industrial base and restore resilience in critical supply chains.

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