Category breakdown: Engineering 385 roles (-5%), Other 250 roles (+4%), Sales & GTM 20 roles (+5%), ML / AI 18 roles (+13%), Marketing 18 roles (+64%), Product 9 roles (+0), Cloud & DevOps 7 roles (-2), Legal 7 roles (+0), Executive 7 roles (+1), Customer Success 6 roles (+0), Design 4 roles (+3), Finance & Ops 4 roles (-1), Security 2 roles (+0), People & HR 1 role (+0)