Logo for Anomaly

SWE Infrastructure Specialist (Java) – Freelance AI Trainer Project

Role overview

Qualifications

  • Java expertise with hands-on experience in enterprise Java systems and JVM-based services
  • Strong systems thinking, architectural design, performance engineering, and quality assurance capabilities
  • Experience with cloud infrastructure, platform engineering, and SRE/DevOps-adjacent roles
  • Excellent written communication and ability to clearly explain system behavior and design decisions; preferred Bachelor's/Master's/PhD in computer science, software engineering, or related field

Responsibilities

  • Engage with AI model on Java-centric infrastructure and platform engineering tasks
  • Verify architectural decisions related to concurrency, latency, throughput, and resource utilization
  • Assess infrastructure and application-level testing strategies and analyze deployment and reliability risks
  • Capture reproducible failure modes and provide structured feedback to improve model evaluation and reasoning frameworks

About the company

Anomaly logo

Anomaly

Madtech: Marketing + Advertising + Technology

Company details

IndustryMadtech: Marketing + Advertising + Technology

Your match analysis

See how your profile stacks up against this role.

We compared the job requirements to your profile to show where you're strong and where you fall short.

Job description

Are you a Java-focused software engineer with strong infrastructure and systems expertise eager to help shape how AI understands large-scale software systems? As language models are increasingly applied to enterprise environments, their ability to reason about performance, reliability, and cloud architecture depends on high-quality expert guidance. That training data begins with experienced engineers like you.

We’re seeking SWE Infrastructure Specialists fluent in Java with deep knowledge of systems thinking, architectural design, performance engineering, and quality assurance. You’ll challenge advanced AI models on complex infrastructure scenarios involving JVM-based services, distributed systems, cloud-native deployments, and enterprise-grade architectures, while documenting where models struggle to reason about correctness, scalability, and operational behavior.

On a typical day, you will engage the model on Java-centric infrastructure and platform engineering tasks, verify architectural decisions related to concurrency, latency, throughput, and resource utilization, assess infrastructure and application-level testing strategies, analyze deployment and reliability risks, capture reproducible failure modes, and provide structured feedback to improve model evaluation and reasoning frameworks.

A bachelor’s, master’s, or PhD in computer science, software engineering, or a related technical discipline is preferred. Hands-on experience with enterprise Java systems, cloud infrastructure, platform engineering, or SRE- and DevOps-adjacent roles is highly valued. Strong written communication and the ability to clearly explain system behavior and design decisions are essential.

Ready to turn your engineering expertise into the knowledge base for tomorrow’s AI? Apply today and start teaching the model that will teach the world.

We offer a pay range of $80-to-$150 per hour, with the exact rate determined after evaluating your experience, expertise, and geographic location. Final offer amounts may vary from the pay range listed above. As a contractor you’ll supply a secure computer and high-speed internet; company-sponsored benefits such as health insurance and PTO do not apply.

Job title: SWE Infrastructure Specialist (Java) – Freelance AI Trainer Project
Employment type: Contract
Workplace type: Remote

Apply once. Then go straight to the hiring manager.

After you apply, unlock the direct contact details of the people who actually make the call. A quick follow-up makes you 5x more likely to land an interview.

MR

Marcus Rivera

Chief Revenue Officer

m.rivera@company.com
linkedin.com/in/marcusrivera
Unlocked after you apply
·

Infrastructure Engineer Related jobs

Other jobs at Anomaly

Premium

Reach out to the hiring manager directly.

Gain access to the contact details of the hiring managers who actually decide, and reach out to network with them directly. That, plus more when you upgrade:

  • Full match report with fit score and gaps
  • Career diagnostics on how recruiters read you
  • Curated company matches and warm intros
  • 48h early access to new roles

Cancel anytime.