Job Hunting
Stanford PhD turned Google/Shopify DS. Detailed series on job hunting, interviews, and salary negotiation. How she negotiated to $300k+ first year.
Two-part LinkedIn guide on navigating tech's decentralized job market. Networking tips, role types, and what econ PhDs should expect.
Interview Prep
Insider guide to Amazon's economist tracks: Forecasting, Causal Analysis, and Empirical IO. Leadership Principles meet econometrics.
Focus on two-sided markets and interference. 'If we lower rider prices, what happens to driver supply?'
Focus on experimentation, causal inference, and product analytics at massive scale. A/B testing, network effects, and marketplace experiments.
Former Amazon economist with 250+ interviews. Frameworks for behavioral and technical interviews. 'Job interviewing is its own skill—99% of people need to practice it.'
201 real questions from FAANG, startups, and Wall Street. By two ex-Facebook employees. The industry-standard prep resource.
Negotiation
Crowdsourced tech compensation data. Compare salaries across companies, levels, and locations. The industry standard for knowing your market value.
Real-time tracker of tech layoffs. See which companies are cutting, hiring freezes, and market trends. Essential for timing your job search.
The industry standard for tech compensation data. Detailed guide on base, equity, bonus structures and how to negotiate each.
Strategies tech insiders use to negotiate. Competing offers, leveling, and how to avoid leaving money on the table.
Comprehensive guide to negotiating base, equity, and bonus. 'The biggest mistake is doing nothing. The other side expects you to negotiate.'
Data scientist-specific negotiation tactics. Understanding equity (RSUs vs options), sign-on bonuses, and level-based compensation bands.