Day 3: Department Breakdowns
Day 3 of the Signalmap free course on exchange hiring signals.
Product Management Hiring
Product manager concentration above 15% of total roles = product launch in preparation. The PMs own the launch. OKX is currently at 20% (89/446). This is the strongest product signal in our dataset.
Engineering Hiring (Technology-Specific)
Generic engineering = backfill. Technology-specific engineering (L2, ZK-rollup, stablecoin protocol, MiCA compliance tech) = specific product build. Binance's 5 stablecoin protocol engineers are building a stablecoin, period.
Compliance Hiring
General compliance = normal operations. Jurisdiction-specific compliance (EU, VASP, SEC) = market entry or regulatory filing in that jurisdiction. Coinbase's 38 EU compliance roles = EU market entry.
Finance/IR Hiring
CFO, Head of IR, VP Financial Reporting in the same window = IPO or major capital markets event. Kraken's 9 roles in 8 weeks = IPO preparation. One IR role = normal. Nine in eight weeks = preparation.
Corporate Development Hiring
Corp dev = M&A or strategic partnerships. One corp dev role during a hiring freeze = high M&A probability. That is the Gemini signal.
Tomorrow
Day 4: How to translate signals into actionable predictions — the confidence score framework.