Interview Studio

Requirements found

Figma (must) Writing Sql (nice) Python (nice) Marketing (must) Compliance (must) Sales (nice) Onboarding (must)

What this posting asks for

Level: Not stated — The posting does not state a level or years of experience.

Main responsibilities

• Identify and vet consequential opportunities across Data products and tools, AI measurement and evaluation, and applied data capabilities; lead investigation…
• Develop and validate methods for evaluating generative AI and agentic workflows, including representative datasets, baselines, rubrics, and evals; investigat…
• Personally write code and build or adapt LLM-powered tools, agentic workflows, models, prototypes, and demos that test scientific, product, and tool hypothes…
• Provide technical direction and oversight for larger projects, delegate work to teams of senior and staff scientists, and mentor scientists and engineers whi…
• Independently drive delivery or partner with engineering to turn useful prototypes into maintained systems, balancing quality, latency, cost, reliability, an…
• Establish reusable methods, tools, and technical standards; iterate with users, drive adoption across teams, and use evidence to improve an approach or recom…
• Communicate findings, recommendations, limitations, and tradeoffs clearly to partners and C-level executives, connecting scientific and technical work to imp…
• We'd love to hear from you if you have:
• Deep expertise in machine learning, statistics, causal inference, or a related quantitative field, plus hands-on experience in generative AI evaluation and m…
• Fluent programming skills in Python or a comparable language, plus SQL, and a record of independently building, debugging, testing, and reviewing useful soft…

Competencies an interviewer will look for

• Technical skill Core
  In the posting: “Figma’s platform helps teams bring ideas to life—whether you're brainstorming, creating a prototype, translating designs into code, or iterating with AI.” · “You'll work across Data Science, Engineering, Product, Design, and AI Research, building directly and providing technical direction to teams of other scienti…” · “Personally write code and build or adapt LLM-powered tools, agentic workflows, models, prototypes, and demos that test scientific, product, and tool hypothes…”
  Show it by: Names the tools, languages or systems used and how; Explains a technical choice and its trade-off.
• Problem solving Core
  In the posting: “Reporting directly to our Head of Data, with regular visibility with C-level executives, you'll identify and vet opportunities, lead investigations into crit…” · “lead investigations and shape priorities with partners” · “investigate uncertainty, bias, failure modes, and real user outcomes”
  Show it by: Describes a real problem, the options considered and the one chosen; Shows how the cause was found, not just the fix.
• Communication Core
  In the posting: “Communicate findings, recommendations, limitations, and tradeoffs clearly to partners and C-level executives, connecting scientific and technical work to imp…” · “Strong judgment, independence, and collaborative communication, including experience making recommendations to C-level executives, explaining uncertainty and…” · “Ensuring all written communication be compatible with screen readers”
  Show it by: Adapts the message to the listener; Gives an example of explaining something clearly in writing or speech.
• Teamwork and collaboration Core
  In the posting: “If you're excited to shape the future of design and collaboration, join us!” · “Figma is building the system of record for digital product development: collaborative tools with natural interfaces that bring PMs, developers, QA, and desig…” · “You'll work with a unique, petabyte-scale dataset with rich traces of collaborative design and product building to tackle those problems.”
  Show it by: Says what they did inside a team, not only what 'we' did; Shows how a disagreement was handled.
• Ownership and accountability Core
  In the posting: “Independently drive delivery or partner with engineering to turn useful prototypes into maintained systems, balancing quality, latency, cost, reliability, an…” · “Fluent programming skills in Python or a comparable language, plus SQL, and a record of independently building, debugging, testing, and reviewing useful soft…” · “A proactive builder mindset and end-to-end ownership: experience identifying important opportunities and carrying ambiguous work through method development, …”
  Show it by: Takes a task from start to finish without being chased; Owns a mistake and what was changed after it.
• Planning and organisation Core
  In the posting: “lead investigations and shape priorities with partners” · “A sustained record of company-, organization-, or cross-pillar scientific impact, including shaping technical direction, overseeing larger projects, and lead…” · “Strong judgment, independence, and collaborative communication, including experience making recommendations to C-level executives, explaining uncertainty and…”
  Show it by: Shows how priorities were set when everything was urgent; Mentions deadlines met and how.
• Data and analysis Core
  In the posting: “We're looking for an Applied Data Researcher who combines scientific depth with a proactive builder mindset.” · “Reporting directly to our Head of Data, with regular visibility with C-level executives, you'll identify and vet opportunities, lead investigations into crit…” · “You'll work across Data Science, Engineering, Product, Design, and AI Research, building directly and providing technical direction to teams of other scienti…”
  Show it by: Uses a number to describe the situation or the result; Explains what the data showed and what was done with it.
• Adaptability and learning Core
  In the posting: “Personally write code and build or adapt LLM-powered tools, agentic workflows, models, prototypes, and demos that test scientific, product, and tool hypothes…” · “A proactive builder mindset and end-to-end ownership: experience identifying important opportunities and carrying ambiguous work through method development, …” · “We believe in hiring smart, curious people who are excited to learn and develop their skills.”
  Show it by: Describes learning something new quickly and using it; Shows a change of plan and how they adjusted.
• Attention to detail and quality Core
  In the posting: “Independently drive delivery or partner with engineering to turn useful prototypes into maintained systems, balancing quality, latency, cost, reliability, an…” · “Establish reusable methods, tools, and technical standards;” · “Fluent programming skills in Python or a comparable language, plus SQL, and a record of independently building, debugging, testing, and reviewing useful soft…”
  Show it by: Gives an example of an error caught before it caused harm; Names the check or standard they used.
• Stakeholder management Core
  In the posting: “Reporting directly to our Head of Data, with regular visibility with C-level executives, you'll identify and vet opportunities, lead investigations into crit…” · “lead investigations and shape priorities with partners” · “Communicate findings, recommendations, limitations, and tradeoffs clearly to partners and C-level executives, connecting scientific and technical work to imp…”
  Show it by: Shows how they aligned people with different goals; Explains how they handled a 'no' from someone senior.
• Leadership and mentoring Supporting
  In the posting: “Provide technical direction and oversight for larger projects, delegate work to teams of senior and staff scientists, and mentor scientists and engineers whi…”
  Show it by: Describes setting direction or a standard others followed; Names someone they coached and what changed for them.

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