SWE Infrastructure Specialist (Java) – Freelance AI Trainer Project

Invisible Technologies Inc.; United States; Remote; USD 110,000 - 207,000; Full time

Job summary

Invisible Technologies is seeking a Java-focused SWE Infrastructure Specialist to help shape AI understanding of large-scale software systems. You will work remotely on enterprise Java infrastructure, challenging AI models on concurrency, latency, and resource utilization.

The role emphasizes documentation of model reasoning about correctness and reliability, with pay as a contractor. Strong emphasis on architectural decisions and testing strategies in cloud-native environments.

Qualifications

• Bachelor's, master's, or PhD in computer science or a related field preferred.
• Hands-on experience with enterprise Java systems and cloud infrastructure.
• Strong written communication and ability to explain system behavior clearly.

Responsibilities

• Engage the model on Java-centric infrastructure and platform engineering tasks.
• Verify architectural decisions related to concurrency, latency, throughput, and resources.
• Assess infrastructure and application-level testing strategies.
• Analyze deployment and reliability risks; capture reproducible failure modes.
• Provide structured feedback to improve model evaluation and reasoning frameworks.

Skills

Java

Systems thinking

Architectural design

Performance engineering

Quality assurance

Distributed systems

Cloud-native deployments

SRE/DevOps-adjacent roles

Education

Bachelor's degree in computer science/software engineering

Master's degree in a relevant field

PhD in a technical discipline (preferred)

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.

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