Who we are and what we do
Contra Labs is a human-centered AI lab focused on creative and multimodal outputs, where human taste defines the next generation of AI capabilities.
We build industry-leading creative preference datasets that power benchmarking, evaluation, and post-training for the world’s leading AI models and applications. Our work helps define what “good” looks like across design, video, imagery, and beyond.
Built on top of Contra, the professional network for independent creatives, Contra Labs connects frontier AI labs with a global network of top creative talent. Together, we turn human judgment into the training and evaluation layer that enables AI models and tools to power the next generation of human creativity.
What You’ll Do
Own full-cycle sales (0 → 1 → expansion)
Build pipeline across AI labs, creative AI apps, and research teams
Run sharp, consultative sales processes across:
ML / research teams
product + creative leaders
Turn ambiguous problems (“this feels off”) into clear, scoped deals
Sell across:
dataset creation
benchmarking + evaluation programs
ongoing quality systems
Close pilots → expand into long-term programs
Drive repeat revenue through strong outcomes
Own early GTM:
turn conversations into positioning + messaging
identify wedge use cases
build repeatable sales motions
Contribute to distribution:
turn work into case studies, benchmarks, and social proof
feed insights into launches and inbound
Feed learnings back into product + GTM
Help establish Contra Labs as the authority on creative evaluation
What You’re Selling
AI teams today can measure accuracy.
They can’t measure taste.
Customers come to us to answer:
Why does this output feel wrong?
How do we evaluate design, layout, UX, or intent?
How do we calibrate human judgment at scale?
How do we track creative quality over time?
You help them solve this — and make Contra Labs the answer.
About You
Founding AE / GTM operator — you build, not just execute
You create pipeline and momentum, not wait for it
Comfortable selling ambiguous, non-binary value (quality, taste, experience)
Strong at:
discovery + framing messy problems
running sharp, unscripted conversations
closing complex, non-obvious deals
Can operate across:
technical buyers (ML, research)
creative stakeholders (design, product)
You think beyond the deal:
patterns → positioning
conversations → repeatable GTM
High ownership, low ego, moves fast
Experience
Experience selling into:
AI / ML teams
dev tools
creative tooling
Experience in early-stage or ambiguous environments (0→1 or close)
Familiar with (or excited to learn):
preference-based evaluation
calibration, benchmarking, quality systems
Comfortable building and executing from scratch:
pipeline
messaging + sales materials
early pricing / packaging
Requirements:
Based in San Francisco, CA
Comp
Salary:
base: $225-300k
OTE: $500k+
Medical, Dental, Vision Benefits
401k Matching
We will provide you with a company laptop on your start date
Interview Process
Intro Call with Recruiting Team (20 minutes)
Interview with Hiring Manager, CEO & Co-Founder (30 minutes)
Interview with VP of Product (45 minutes)
Paid Presentation + Case Study (60 minutes)
Note: Contra communicates with applicants through @contra.com domains only. We never ask for money from potential employees. For the latest job postings, visit Contra Careers.
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