Job description

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 hiring@archal.ai for questions.

Requirements

Must-haves

Job Title: Member of Technical Staff (Part-Time / Spring)
Company: Archal Labs
Location: Remote / US-Based
Commitment: 20-25 hours/week
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.
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 hiring@archal.ai for questions.

Nice-to-haves

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Application prep

Use the role’s language and application details while tailoring your materials.

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Effort: medium