Creative Operations Designer (New Grad)
Why This Role Exists
Creative & multimodal AI can’t be evaluated with accuracy metrics.
Contra Labs is becoming the public authority on “is this good?” — and that requires taste, judgment, and relentless execution.
This role exists to operationalize taste.
You’ll work at the intersection of design, research, and go-to-market, helping turn benchmarks, evaluations, and human judgment into artifacts the AI world actually pays attention to — screenshots, charts, PDFs, posts, and launch moments.
What You’ll Work On
You’ll partner directly with Contra Labs leadership across four core GTM surfaces:
1. Benchmark & Research Artifacts
- Design visual summaries of Creative Arena evaluations
- Turn raw eval outputs into:
- charts
- scorecards
- comparison visuals
- “why this is good / bad” breakdowns
- Help make research shareable, legible, and opinionated
2. Launch Assets
- Support Contra Labs and Creative Arena launches
- Design:
- benchmark landing pages
- short PDFs and research briefs
- social-first visuals (screenshots > links)
- Help translate “research lab energy” into a coherent visual system
3. Creative Dataset Packaging
- Help package Golden Data Sets:
- UI quality examples
- image and motion taste clusters
- design-to-code alignment examples
- Create small, pristine public slices that act as credibility signals
4. Distribution Ops
- Support ongoing drops on X:
- benchmark screenshots
- leaderboard updates
- visual explainers
- Help maintain visual consistency across founders, Labs account, and site
What This Role Is (and Is Not)
-
This role is:
- Design + ops + judgment
- High-context, fast-iteration work
- Close exposure to founders, research leads, and model labs
- A front-row seat to how AI companies evaluate creative quality
-
This role is not:
- A pure marketing role
- A pixel-pushing production job
- A traditional agency or brand design role
Who We’re Looking For
We’re looking for a new grad or early-career designer who:
- Has strong visual taste and knows when something feels off
- Can turn messy inputs into clean, clear outputs
- Is excited by research, systems, and evaluation — not just aesthetics
- Moves fast and learns faster
- Is opinionated, curious, and not precious
You might be a great fit if you:
- Love design systems and breaking them
- Are obsessed with screenshots, charts, and “explain it in one image”
- Care about AI, but care more about quality than hype
- Want to learn how products and research actually go to market
Tools You’ll Likely Use
- Figma
- Framer
- Flora
- Notion
- Basic data visualization tools
- (Bonus) You are proficient in motion or lightweight video tools
What You’ll Learn
- How creative AI models are evaluated in practice
- How benchmarks become distribution
- How to ship research without hiding behind PDFs
- How early-stage GTM actually works at a frontier company
- How taste becomes a competitive advantage
Other:
- Based in NYC, USA
- Fully in person/office (Williamsburg) - 5x per week
Total Comp:
- $80k - 100k
- Medical, Dental, Vision Benefits
- 401k Matching
- We will provide you with a company laptop on your start date
Interview Process
- Interview with the Recruiting Team (30 minutes)
- Interview with Hiring Manager (30 minutes)
- Interview with VP of Product + VP of Brand Design (45 minutes)
- Paid Case Study + Presentation (45 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.