Transcribe real-world Air Traffic Control (ATC) and pilot audio recordings with high accuracy for next-generation aviation AI systems. Label speakers, callsigns, instructions, and responses; correctly capture aviation terminology, abbreviations, and standard ATC phraseology in task-based assignments.
Design, build, and refine MuJoCo simulation environments that train AI systems to perform real-world robotic tasks — from locomotion and dexterous manipulation to multi-agent coordination. Work includes wrangling MJCF files, tuning reward functions, and debugging contact dynamics for reinforcement learning pipelines.
Design and implement coding benchmarks used to evaluate frontier AI models across real-world programming tasks. Build and maintain scalable data pipelines for AI evaluation workflows, analyze AI-generated code for correctness and edge-case failures, and create structured evaluation scenarios that rigorously test reasoning, debugging, and code quality across large multi-language codebases.
Work across a broad range of tasks to research, evaluate, and improve AI model outputs as a flexible generalist contributor.
Play and evaluate games to generate gameplay data and feedback that helps train and improve AI systems.
Contribute advanced mathematical research expertise to develop, evaluate, and improve AI reasoning capabilities on complex mathematical problems and proofs.
Lead quality assurance for AI-generated electrical engineering content, reviewing circuit design accuracy, systems knowledge, and technical standards.
Lead quality assurance for AI-generated medical content, ensuring clinical accuracy, safety, and alignment with current medical guidelines.
Perform complex legal research, manage discovery, and develop case strategy to support AI training on legal reasoning and motion practice.
Build and iterate on mobile and desktop games using Cocos2d-x to train AI on cross-platform game development workflows.
Build cross-platform games using Java and libGDX to train AI on game architecture, logic, and development best practices.
Evaluate AI-generated German language outputs for accuracy, fluency, and cultural appropriateness as a Quality Assurance Lead.
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