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50OVR
78POT
Edge Macaw
JNR
AGE 25
EST. MARKET VALUE
$2.0k
EARNINGS VALUE
$787k
TIER
LOW-MID
Early-career robotics researcher with real signal — low scarcity today, high ceiling.
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Traits
Hands-on BuilderStill ships code/designs personally despite seniority
Big-Brand VeteranSignificant tenure at FAANG, MBB, top investment bank, top hedge fund, or peer-recognized brand
Fast RiserPromoted quickly relative to peers — multiple levels in <5 years, or unusually senior for age
Published / CitedAcademic papers, books, patents, widely-cited work
Skills
VibecodingANSYSSimulinkPythonPyTorchscikit-learnSQLDockerLaTeXGitFusion 360
Score Breakdown
Age Factor12.4%
90
Scarcity30.6%
45
Skills21.0%
55
Experience8.2%
40
Education6.2%
60
Network7.2%
45
Geography4.1%
70
Languages3.1%
55
Appearance3.1%
55
Height1.5%
80
Fitness2.6%
65
Recommendations
After the master's, target a PhD at a top-tier robotics group (ETH, MIT, CMU, Stanford, TUM RBO) — the single biggest scarcity lever at this life-stage is converting a top-100 master's into a top-20 PhD with a recognised advisor.
Get a first-author paper into a top robotics venue (RSS, ICRA, CoRL) before the master's ends — moves the output signal from 'publications' to 'named contribution' and gates the frontier-lab path.
Reach English C2 and start writing/posting work in English — robotics hiring at the frontier (US/UK/CH labs) is English-by-default; staying single-language-visible at C1 caps the addressable employer set.
Data sourced from public filings and reporting. Request correction