Experimental Design Expert

Job Description

Senior Data Analyst / Experimental Designer Expert

$170k–$210k USD + equity + annual bonus + incredible benefits

Remote (US / Canada)

Profitable Startup

Howrecruit has been retained by a profitable, high-growth home services platform to hire a Senior Data Analyst who lives and breathes experimental design. This isn't a role where experimentation is just one item on a long list. It's the core of what you'll do. You'll own the end-to-end experimentation program, designing rigorous A / B tests that directly shape product strategy and business decisions.

If you're someone who gets excited about power calculations, debates the merits of sequential testing, and has strong opinions about when to use stratification vs. blocking, we want to talk to you.

What you'll do :

• Own the experimentation roadmap : Design, implement, and analyze sophisticated A / B tests and multivariate experiments that answer critical business questions
• Be the experimentation subject matter expert : Educate stakeholders on experimental best practices, help them formulate testable hypotheses, and determine appropriate sample sizes and test durations
• Navigate complexity : Handle challenges like network effects, interference between test groups, non-normal distributions, and multiple testing corrections
• Drive statistical rigor : Choose appropriate statistical methods (frequentist, Bayesian, sequential testing) based on the context, and clearly communicate tradeoffs
• Partner with engineering : Collaborate on instrumentation and randomization strategies to ensure experiments are implemented correctly
• Establish guardrail metrics : Define and monitor metrics that protect the user experience and business health during experimentation
• Build experimentation infrastructure : Create frameworks, templates, and documentation that scale experimentation across the organization
• Democratize insights : Translate complex experimental results into clear recommendations that drive action
• Support ad-hoc analysis : Write SQL queries, build dashboards in Snowflake and future BI tools, and respond to data requests as needed

Requirements :

Bonus points for :

A Successful Candidate :

If you're an experimentation expert with strong quantitative training who wants to build a world-class testing program at a profitable, fast-growing startup, we'd love to hear from you. This is a chance to have outsized impact and work behind the scenes of one of the most successful bootstrapped companies you've never heard of.