Handshake

Technology

SeniorResearcher&Taxonomist(Contract)

$0–0k United States CONTRACT Remote Friendly
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Senior candidates.

The Brief

“Senior Researcher & Taxonomist (Contract) at Handshake. Skills: Taxonomy development, User research, Data analysis. Design taxonomy of jobs. Build taxonomy of jobs”

Industry & Context.

Technology
Problems you'll solve

Root cause analysis

What They're Looking For.

Must Have

3+ years of experience, SQL proficiency, Statistical literacy

Nice to Have

PhD preferred, Advanced prioritization frameworks, Advanced scripting techniques, Bayesian statistics

What You'll Do.

Design taxonomy of jobs

Build taxonomy of jobs

Refine taxonomy of jobs

Plan qualitative research

Execute qualitative research

Plan quantitative research

Execute quantitative research

Leverage AI-moderated tools

Synthesize qualitative insights

Extract qualitative insights

Partner with AI Research

Partner with Operations

Partner with Engineering

Translate research data

How You'll Work.

Team & Collaboration

Cross-functional collaboration; Product strategy; Feature development

Communication Scope

Present complex concepts

Full Job Description

ABOUT HANDSHAKE Handshake was founded on a simple belief that everyone deserves a path to a great career, regardless of where they went to school or who they know. Today, we power 25 million job seekers, 1 million+ employers, and 1,600 educational institutions. In 2025, we started Handshake AI and built the fastest-growing AI data business in history. We work directly with frontier AI lab researchers to create evaluations, publish benchmarks, and push the boundary of data. We’ve grown from $0 to ~$1B run rate and pay ~$60M to over 30K individuals every month. Why join Handshake now: - Shape how every career evolves in the AI economy, at global scale, with impact your friends, family and peers can see and feel - Partner hand-in-hand with world-class AI labs, Fortune 500 partners and the world’s top educational institutions - Work together with engineers, scientists, operators, and more from Palantir, Meta, Scale AI, and former YC founders - Build a massive, fast-growing business with billions in revenue About Handshake AI Human data is the core infrastructure to AI advancement. Frontier AI labs currently improve model capabilities with various data-intensive post-training techniques. We believe that data spend for AI training will increase by 3-5x in the next few years and continue for much longer as models take on new domains. Handshake AI supports all of the frontier AI labs, working on their most complex data at the largest scale. ABOUT THE ROLE We are looking for a highly analytical and research-driven Senior Researcher & Taxonomist to help us understand, categorize, and map the intricate landscape of user jobs and tasks. In this role, you will be the architect of a comprehensive taxonomy that defines the wide range of roles and careers across many domains and subdomains, along with the specific tasks required within them. You will lead both qualitative and quantitative research initiatives to uncover deep user insights and translate them into a structured, prior

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