Senior ML Data Engineer: Edge & Cloud Pipelines, Equity

Front Door Defense; Sunnyvale (CA); On-site; USD 125,000 - 220,000; Full time

Job summary

Applied Intuition’s Axion Data team builds the data engine that trains perception models for edge and cloud deployments. You will design scalable data pipelines, ingest video data, and optimize how models run across edge and cloud environments.

The role emphasizes ML infrastructure, MLOps tooling, and collaboration with DoD customers to deliver reliable data solutions. U.S. citizenship and security clearance eligibility are required.

Qualifications

• 5+ years of relevant work experience.
• Familiarity with modern ML infrastructure and data-centric AI approaches.
• Created or worked on microservices and/or databases for data-oriented software.
• A hunger to learn and grow into ownership on a new product team.
• US citizenship (legally required) and eligibility to obtain a security clearance.
• Wants to work with the edge and cloud ML data engine for video data.

Responsibilities

• Construct optimized data pipelines to run ML models.
• Evolve data engine architecture to scale high-fidelity labels and accelerate ML iterations.
• Integrate foundation models to automate labeling and data discovery.
• Leverage ML tooling for visibility into the pipeline for stakeholders.
• Interact with DoD customers to understand use cases and requirements.

Skills

5+ years experience

ML infrastructure familiarity

Microservices/data-oriented software

Ownership mindset

US citizenship

Security clearance eligibility

Tools

Docker

Kubernetes

OpenSearch

Postgres

Job description

Applied Intuition’s Axion Data team builds the data engine that trains perception models for edge and cloud deployments. You will design scalable data pipelines, ingest video data, and optimize how models run across edge and cloud environments.

The role emphasizes ML infrastructure, MLOps tooling, and collaboration with DoD customers to deliver reliable data solutions. U.S. citizenship and security clearance eligibility are required.