Companies

Bottom 2% Product-led Top 2% Variable portion of pay (equity/bonus) Bottom 3% Fun

Top 4% Interview difficulty Top 4% Training focus on compliance or content/learning Top 6% AI maturity

Bottom 1% Business-led Top 1% Transparency with ICs Bottom 1% Yield rate from offer to acceptance

Bottom 4% Serious Bottom 4% Yield rate from offer to acceptance Bottom 4% Training hours

Bottom 1% Average hours worked Bottom 1% Pace Bottom 1% Serious

Bottom 5% AI maturity Top 8% Vacation taken Bottom 9% Where do ideas come from?

Top 1% DEI meaningfulness Bottom 9% Day-to-day working relationships Bottom 10% Conversion rate from interview to offer

Top 5% Conversion rate from interview to offer Top 8% Cooperation between employees Bottom 9% PIP risk

Bottom 2% Interview difficulty Bottom 4% Training hours Bottom 5% Engineering-led

Top 1% PIP risk Top 4% Promotion rate Bottom 5% DEI meaningfulness

Bottom 1% Product-led Bottom 1% AI maturity Bottom 3% Engineering-led

Bottom 1% Engineering-led Top 1% Work-authorization support Bottom 2% Product-led