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<div><strong>Job Title:</strong> Member of Technical Staff (Part-Time / Spring)</div><div><strong>Company:</strong> Archal Labs</div><div><strong>Location:</strong> Remote / US-Based</div><div><strong>Commitment:</strong> 20-25 hours/week</div><div><br></div><div><br></div><h3>Archal Labs</h3><div>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.</div><div><br></div><h3><strong>What You’ll Build</strong></h3><ul><li class=""><strong>Dynamic Benchmarking (Arch Engine):</strong> Existing benchmarks (OSWorld, WebArena) are static and gameable. We want to engineer benchmarks that are dynamic and reflective of real-world tasks.</li><li class=""><strong>Data Scaffolding & SOTA Strategy: </strong>In general, doing research into increasing the value of each trace.</li><li class=""><strong>Research & Validation:</strong> You will assist in writing technical whitepapers and validation studies. </li></ul><div><br></div><h3><strong>Who You Are</strong></h3><ul><li class="">We're mainly looking for PhD students but cracked undergraduates are fine. </li><li class="">You've ideally worked in technical roles at Surge/Scale/Mercor, but this isn't required. Papers on computer use or RL are cool.</li><li class="">You must be a <strong>US Citizen</strong>. We can't sponsor F-1/CPT/OPT for this role.</li><li class="">We're looking at 20-25 hrs/week</li></ul><h3><br></h3><div>Email us at hiring@archal.ai for questions.</div><div><br></div>
