About the Role
We’re looking for a Senior Data Scientist, Product Analytics to lead analytics for Handshake’s Recruiting marketplace. You’ll drive measurement and strategy across marketplace health, liquidity, pricing, and product-led growth, partnering closely with Product, Engineering, and Leadership to shape the future of our marketplace.
This is a highly impactful, hands-on role where you’ll own analytics strategy, influence product direction, and work alongside our Relevance (ML) team to ensure our models deliver measurable business impact.
What You’ll Do
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Partner with Product, Engineering, and R&D leadership to define and measure marketplace health, liquidity, pricing, and growth.
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Own analytics strategy, domain metrics, goal setting, and reporting for your product area.
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Lead experimentation, including test design, instrumentation, analysis, and recommendations.
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Partner with our Relevance team to evaluate and benchmark machine learning models.
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Conduct deep analyses across user behavior, funnels, cohorts, and marketplace performance to uncover actionable insights.
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Collaborate with Analytics Engineering to define trusted metrics and scalable data models.
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Build dashboards and reporting that enable fast, data-driven decision making.
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Champion AI-powered workflows and help shape the future of Product Analytics at Handshake.
Desired Capabilities
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5+ years of experience as a Data Scientist or Product Analyst driving product strategy through data.
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Expert-level SQL skills with experience analyzing large, complex datasets.
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Strong experience with experimentation, A/B testing, and statistical analysis.
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Experience partnering closely with Product Managers, Engineers, and cross-functional stakeholders.
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Python experience for analytics (e.g., Jupyter notebooks, pandas).
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Strong business intuition with the ability to translate data into strategic recommendations.
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Excellent communication skills and the ability to influence technical and executive audiences.
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High ownership mindset with the ability to independently drive ambiguous projects to completion.
Extra Credit
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Experience working on marketplace, pricing, or growth analytics.
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Experience supporting machine learning model evaluation or benchmarking.
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Experience with BI and visualization tools such as Hex, Mode, or similar platforms.
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Enthusiasm for AI-first ways of working and leveraging AI tools to accelerate analysis and decision making.
Perks
- Handshake delivers benefits that help you feel supported—and thrive at work and in life.
The below benefits are for full-time US employees.
🎯 Ownership: Equity in a fast-growing company
💰 Financial Wellness: 401(k) match, competitive compensation, financial coaching
🍼 Family Support: Paid parental leave, fertility benefits, parental coaching
💝 Wellbeing: Medical, dental, and vision, mental health support, wellness stipend
📚 Growth: Learning stipend, ongoing development
💻 Remote & Office: Internet, commuting, and free lunch/gym in our SF office
🏝 Time Off: Flexible PTO, 15 holidays + 2 flex days
🤝 Connection: Team outings & referral bonuses
Explore our mission, values, and comprehensive US benefits at joinhandshake.com/careers.
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