GTM Lead, Human Data jobs in United States
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Contra · 1 day ago

GTM Lead, Human Data

Contra is building the professional network and infrastructure for the future of creative work, focusing on the human data layer for creative and multimodal AI. This role is responsible for taking the human evaluation infrastructure to market, partnering with AI teams to enhance qualitative judgment and structured feedback in creative processes.

CommunitiesFreelanceInformation TechnologyInternetProfessional Networking
Hiring Manager
Lillian Farnkopf, PHR
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Responsibilities

You will own go-to-market for creative and multimodal human evaluation
Partner with AI teams building: design tools, creative copilots, multimodal generation systems
Help customers move from: binary eval → qualitative judgment, vibes → calibrated taste, ad hoc feedback → structured signal
Translate abstract quality questions into: evaluation rubrics, preference tournaments, calibrated human judgments, production-readiness metrics
You’ll often act as: GTM lead, solutions architect, translator between creative taste and ML systems

Qualification

Creative tools experienceAIML productsGTM experienceNon-binary outcomes sellingCreativeMultimodal AIEvaluation metrics understandingTaste in designCommunication with design leadersCollaboration with AI teams

Required

You've worked at the intersection of: creative tools (design, video, content, dev tools)
AI or ML-powered products
GTM, partnerships, or solutions roles
You're comfortable selling non-binary outcomes: quality, experience, judgment, production readiness

Preferred

Have worked with creative or multimodal AI
Understand why: accuracy metrics fail for creative outputs
LLM judges alone aren't sufficient
Can clearly explain: offline vs online evaluation, preference-based vs rubric-based judgment, calibration vs opinion
Have taste — or deeply respect it (designers trust you)
You should sound credible with: design leaders, creative directors, AI research teams, infra and platform teams

Benefits

Medical, Dental, Vision Benefits
401k Matching

Company

Contra

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Contra is a networking platform that gives users the freedom and opportunity to work independently.

Funding

Current Stage
Growth Stage
Total Funding
$44.5M
Key Investors
New Enterprise AssociatesUnusual Ventures
2021-11-02Series B· $30M
2021-02-24Series A· $14.5M
2020-06-22Seed

Leadership Team

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Ben Huffman
Co-Founder + CEO
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Gajus Kuizinas
Co-Founder, CTO
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Company data provided by crunchbase