SWE Infrastructure AI Trainer
Meridial Marketplace, by Invisible
Job Overview
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Job Description
SWE Infrastructure AI Trainer at Meridial Marketplace, by Invisible
Are you a software engineer with deep infrastructure expertise and a systems-level mindset eager to shape the future of AI? Large-scale language models are increasingly responsible for reasoning about real-world systems, cloud architectures, and performance-critical infrastructure. With high-quality expert training data, tomorrow’s AI can better design, evaluate, and operate complex software systems at scale. That training data begins with you.
We’re looking for SWE Infrastructure AI Trainers fluent in JavaScript, TypeScript, and Python who specialize in systems thinking, software and infrastructure architecture, performance optimization, and quality engineering. You’ll challenge advanced language models on realistic infrastructure and platform scenarios involving cloud design, Infrastructure-as-Code abstractions, deployment workflows, scalability constraints, and failure modes. This work focuses on evaluating how models reason about architectural tradeoffs, abstraction layers, environment isolation, state management, and reliability across distributed systems.
Key Responsibilities
- Converse with advanced language models on infrastructure and platform engineering tasks using JavaScript, TypeScript, and Python.
- Verify architectural soundness and logical correctness of AI-generated solutions.
- Assess code quality and evaluate testing strategies.
- Analyze performance bottlenecks and identify deployment risks.
- Capture reproducible failure cases for model improvement.
- Suggest improvements to prompt design and evaluation metrics to strengthen model reasoning.
Qualifications
A bachelor’s, master’s, or PhD in computer science, software engineering, or a closely related technical field is ideal. Real-world experience in cloud platforms, infrastructure engineering, platform or DevOps roles, performance analysis, or QA practices strongly signals fit. Clear technical communication and the ability to clearly articulate system-level reasoning and tradeoffs are essential.
Work Arrangement & Compensation
This is a freelance contract position offering 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. As a contractor, you will supply a secure computer and high-speed internet; company-sponsored benefits such as health insurance and PTO do not apply.
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.
Key skills/competency
- Infrastructure Engineering
- AI Training
- JavaScript
- TypeScript
- Python
- Cloud Architectures
- Performance Optimization
- Systems Design
- DevOps
- Quality Assurance (QA)
How to Get Hired at Meridial Marketplace, by Invisible
- Research Meridial Marketplace's culture: Study their mission, values, recent news, and employee testimonials on LinkedIn and Glassdoor.
- Tailor your resume for AI training roles: Highlight infrastructure expertise, system-level thinking, and proficiency in JavaScript, TypeScript, and Python.
- Showcase systems architecture experience: Prepare to discuss cloud design, Infrastructure-as-Code, and distributed systems challenges in detail.
- Demonstrate strong technical communication: Practice articulating complex architectural tradeoffs and problem-solving approaches clearly.
- Highlight freelance adaptability: Emphasize your ability to work remotely, manage projects independently, and contribute as a contractor to Meridial Marketplace.
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