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84OVR
90POT

ML Engineer

ML ENG

AGE 28

USAI Startup
SCR85SKL92GEO95NET72EXP80EDU95

EST. MARKET VALUE

$2.0M

EARNINGS VALUE

$24M

TIER

TOP

Top — senior IC trajectory pointing straight at the elite band.

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Score Breakdown

Age Factor12.4%
94
Scarcity30.6%
85
Skills21.0%
92
Experience8.2%
80
Education6.2%
95
Network7.2%
72
Geography4.1%
95
Languages3.1%
50
Appearance3.1%
50
Height1.5%
60
Fitness2.6%
25

Recommendations

Pick one frontier-tier subdomain (inference systems, post-training, agents) and ship a named public contribution within 12 months — moves the talent-pool descriptor from 'hundreds' toward 'dozens', the single biggest OVR lever at this stage.
Convert active visibility into thought-leader visibility (technical writing or conference talks) — for a sub-30 IC this re-rates POT toward 92, not 90.
Time a competing-offer cycle in the next 12-18 months — at this salary curve, total comp typically jumps 40-60% on a counter, locking in higher market_value before the next promotion.

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Data sourced from public filings and reporting. Request correction

ML Engineer — 84 OVR | CMV