Job Title: Member of Technical Staff (Part-Time / Spring) Company: Archal Labs Location: Remote / US-Based Commitment: 20-25 hours/week Archal Labs Current SOTA models fail at basic Computer Use and agentic workflows because they lack the necessary data scaffolding for simple OS/Browser tasks. They hallucinate actions because they haven't seen enough high-quality, repaired traces of human workflows. We're solving this problem by building the data infrastructure for the next generation of Action Models. We are looking for a researcher to join us this Spring. What You’ll Build Dynamic Benchmarking (Arch Engine): Existing benchmarks (OSWorld, WebArena) are static and gameable. We want to engineer benchmarks that are dynamic and reflective of real-world tasks. Data Scaffolding & SOTA Strategy: In general, doing research into increasing the value of each trace. Research & Validation: You will assist in writing technical whitepapers and validation studies. Who You Are We're mainly looking for PhD students but cracked undergraduates are fine. You've ideally worked in technical roles at Surge/Scale/Mercor, but this isn't required. Papers on computer use or RL are cool. You must be a US Citizen. We can't sponsor F-1/CPT/OPT for this role. We're looking at 20-25 hrs/week Email us at [email protected] for questions.