AI Data Operations Engine

High-quality AI training datasets delivered 2× faster and 45% cheaper through expert-driven operations, not just software.

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Current Openings

Join our network of expert contributors. Work remotely on cutting-edge AI projects.

CLI Benchmarking

Advanced CLI Task Engineer

$50-75 per task

Design multi-step command-line reasoning tasks that challenge frontier AI models like GPT-5 and Claude Sonnet 4.5. Create deterministic benchmarks with Docker environments and comprehensive test suites.

What You'll Do:

  • Design multi-step CLI tasks requiring advanced reasoning
  • Write reference solutions and create complete test suites
  • Build Docker environments for task execution
  • Ensure tasks achieve <40% pass rate for hard difficulty
  • Validate solutions using OracleAgent testing
  • Create deterministic, reproducible task specifications
  • Document all dependencies and environment setup
  • Collaborate with reviewers for independent validation
🌍 Remote ⏰ Flexible 💻 CLI Expert 🐳 Docker
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PhD-Level Reasoning

Expert Problem Creator

$25-35 per hour

Craft challenging, verifiable problems requiring PhD-level expertise. Create prompts demanding deep reasoning and synthesis across multiple research sources, designed to stump frontier AI models.

What You'll Do:

  • Create research-heavy prompts in your domain of expertise
  • Write ground truth answers with detailed step-by-step solutions
  • Design problems requiring multi-source synthesis and analysis
  • Test prompts against frontier models (GPT, Claude, etc.)
  • Ensure tasks are verifiable with single correct answers
  • Provide strategic hints without revealing final answers
  • Document resources, papers, and tools needed to solve
  • Collaborate with reviewers to validate problem accuracy
🌍 Remote 🎓 PhD Preferred 🧠 Research-Heavy 📚 Multi-Source
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Quality Review

Technical Reviewer

$40-65 per task

Verify and validate expert-created problems across STEM and technical domains. Solve complex challenges independently, compare solutions, and provide detailed feedback to ensure dataset quality.

What You'll Do:

  • Evaluate prompt difficulty and verifiability standards
  • Solve problems independently without viewing solutions first
  • Compare your solutions with creator's work for accuracy
  • Provide detailed, actionable feedback on problem quality
  • Ensure alignment on ground truth answers through discussion
  • Verify that hints guide without revealing final answers
  • Check that all resources and tools are properly documented
  • Collaborate with creators to reach consensus on solutions
🌍 Remote ✅ Detail-Oriented 🔬 Domain Expert ⚡ Problem Solver
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What We Offer

Operations-first approach to AI data creation

🧠

Domain Expert Network

Access to 500+ pre-trained contributors including PhDs, engineers, and domain specialists across STEM, finance, and coding ready before projects start.

⚡

2× Faster Delivery

Operations engine built on volume and speed. Giant supply of trained contributors actively consuming tasks means faster project-to-delivery cycles.

💰

45% Cost Reduction

Lower costs through operational efficiency and supply volume, not just platform features. Verified through multiple client projects.

Why AirDawg Labs

500+

Active Contributors

$30K

Revenue Generated

2×

Faster Delivery

45%

Cost Reduction

Ready to Get Started?

Join the operations engine powering AI data creation for leading labs.

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