Thread: every layer starts with people. Matching people has two layers — above the waterline (visible capability) and below it (invisible values/motivation/personality). Hire the wrong person and the above-water part can be trained; the below-water part almost never changes.
┌─────────────────────────┐
│ Knowledge / Skills / │ ← Above the waterline: visible, trainable, measurable
│ Capability │
│ (degrees/certs/results) │
├─────────────────────────┤
│ Values / Motivation / │ ← Below the waterline: invisible, hard to change,
│ Personality │ determines fit
│ (culture fit/drivers) │
└─────────────────────────┘
| Layer | Content | Can it change? |
|---|---|---|
| Above the waterline | Knowledge, skills, capability | ✅ Trainable (results visible in 3–6 months) |
| Below the waterline | Values, motivation, personality, cultural fit | ❌ Almost never (stable once adult) |
| Stage | What to look at |
|---|---|
| Resume | Above the waterline (experience/skills) |
| Test / work sample | Above the waterline (capability validation) |
| Deep-dive interview | Below the waterline (motivation/values/personality) — behavioral interviewing |
| Reference check | Below the waterline (reputation/stability) |
| Probation period | Both sides, combined validation |
Behavioral interviewing (ask about the past, not hypotheticals):
| Layer | Content | Who it’s for |
|---|---|---|
| Money | Pay, bonuses, equity | Everyone (the baseline) |
| Growth | Promotion, learning, challenge | Ambitious high-achievers |
| Meaning | Mission, recognition, belonging | Value-driven people |
Values aren’t words on a wall — they are mechanisms:
| Company | Practice | Lesson |
|---|---|---|
| Alibaba (Chinese e-commerce giant) | “Six Vein Sword” values-based reviews (“wild dogs” = strong results, poor values → removed) | Values are the floor |
| Huawei (Chinese telecom equipment maker) | People-first for strivers; equity + high pay to keep aligned people | Lock people in with mechanisms |
| Haidilao (Chinese hot pot chain) | Apprenticeship system + service culture | What’s below the waterline becomes a competitive advantage |
| Hiring committees + structured interviews | Systematize the hiring process |
📌 One-line summary: Hire for what’s below the waterline, train for what’s above — someone whose values don’t fit is a liability no matter how capable.