招聘
ABOUT HANDSHAKE
Handshake is the career network for the AI economy. 20 million knowledge workers, 1,600 educational institutions, 1 million employers (including 100% of the Fortune 50), and every foundational AI lab trust Handshake to power career discovery, hiring, and upskilling, from freelance AI training gigs to first internships to full-time careers and beyond. This unique value is leading to unparalleled growth; in 2025, we tripled our ARR at scale.
Why join Handshake now:
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Shape how every career evolves in the AI economy, at global scale, with impact your friends, family and peers can see and feel
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Work hand-in-hand with world-class AI labs, Fortune 500 partners and the world’s top educational institutions
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Join a team with leadership from Scale AI, Meta, xAI, Notion, Coinbase, and Palantir, among others
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Build a massive, fast-growing business with billions in revenue
THE ROLE:
As Senior FP&A Manager, reporting to the Senior Director, FP&A, you will serve as a strategic finance partner to our R&D and COGS leaders, ensuring our financial models, forecasts, and reporting infrastructure scale with Handshake’s rapid growth across Careers and Handshake AI. This is a high-visibility role partnering directly with executives to shape investment decisions, improve forecast accuracy, and drive financial rigor across the business. Your work will directly influence how we allocate capital, manage margins, and plan for long-term growth.
What you’ll do:
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Own FP&A business partnering for R&D and COGS to deliver accurate forecasts and actionable insights that inform executive decision-making
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Lead COGS forecasting and classification (above-the-line vs. below-the-line, production vs. non-production) to ensure accurate gross margin and P&L representation
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Design a traceable cost allocation methodology between Careers and Handshake AI to drive transparent margin reporting and scalable financial controls
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Build and enhance 3-statement LRP models (P&L, B/S, Cash Flow) to improve capital planning and long-term scenario accuracy
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Partner with Accounting to improve month-end, roll-forward, cash, OIE, and collections forecasting to increase reporting accuracy and predictability
YOU HAVE
MUST-HAVES
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7+ years of FP&A, strategic finance, corporate finance, or related experience in a SaaS environment
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Advanced 3-statement and subscription modeling expertise in Excel
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Deep understanding of SaaS KPIs, gross margin dynamics, and GAAP accounting principles
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Direct experience owning or forecasting COGS and R&D spend
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Track record of improving forecast accuracy and building scalable financial processes
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Experience partnering cross-functionally with Accounting and executive stakeholders
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Strong communication skills with the ability to translate complex models into clear business insights
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Excitement about building financial infrastructure in a fast-scaling, AI-driven company
BONUS POINTS
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Big 4 public accounting or investment banking background
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Experience with Salesforce, Net Suite, Adaptive, or similar systems
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Familiarity with cloud infrastructure costs (e.g., GCP/AWS) or AI-driven cost structures
WE OFFER
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, $500 wellness stipend
📚 Growth: $2,000 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 atjoinhandshake.com/careers http://atjoinhandshake.com/careers.
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About Handshake

Handshake
Series EHandshake is a career services platform that connects college students and recent graduates with employers for job opportunities and recruiting.
501-1,000
Employees
San Francisco
Headquarters
$3.5B
Valuation
Reviews
3.7
1 reviews
Work Life Balance
3.0
Compensation
3.0
Culture
3.0
Career
2.5
Management
3.0
25%
Recommend to a Friend
Pros
Platform available for job applications
Cons
Difficulty finding jobs
Low success rate after many applications
Salary Ranges
6 data points
Mid/L4
Mid/L4 · Goods In Team Leader and Stock Controller
1 reports
-
total / year
Base
-
Stock
-
Bonus
-
Interview Experience
5 interviews
Difficulty
3.2
/ 5
Duration
14-28 weeks
Offer Rate
60%
Experience
Positive 60%
Neutral 0%
Negative 40%
Interview Process
1
Application Review
2
Recruiter Screen
3
Technical Phone Screen
4
Onsite/Virtual Interviews
5
Final Interview
6
Offer
Common Questions
Technical Knowledge
Behavioral/STAR
Coding/Algorithm
Past Experience
Culture Fit
News & Buzz
AI Data Labeling Startup Handshake Brings Cleanlab’s Research Team In-House - CXO Digitalpulse
Source: CXO Digitalpulse
News
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5w ago
Handshake Acquires Cleanlab To Build Data Quality And Evaluation Capabilities For Frontier AI Models - Pulse 2.0
Source: Pulse 2.0
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·
5w ago
Handshake Acquires Cleanlab in Talent Grab for AI Data Quality - The Tech Buzz
Source: The Tech Buzz
News
·
5w ago
AI data labeler Handshake buys Cleanlab, an acquisition target of multiple others - TechCrunch
Source: TechCrunch
News
·
5w ago