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Autopsy complete · re-runs every 24h
samsara

Senior AI Data Engineer

remote·seniority unknown·today
75/100
likely real
"Solid stack and public-company equity, but Canadian discount pricing applies to this senior AI role."
— The Judge · model: gemini-3.5-flash · confidence: high
01

The five agents · full report

// parallel · uncensored · re-runnable
The Appraiser
comp inference
$87k–$113kUSD / yr
confidencehigh
disclosed by employerNO — penalty applied
posted band$87k–$113k
The Skeptic
red & green flags
  • Comp is quite low for a senior AI role when converted to USD
  • Expects you to act as your own PM across multiple stakeholders
  • Full compensation transparency including CAD range
  • Initial RSU grant has no vesting cliff
  • Highly specific modern data stack
The Decoder
stack + team maturity
PythonSQLDatabricksdbtSnowflakeBigQueryClaude CodeCursorSegmentHightouch
data teamStage 3 · Platform
company stage
size
The Oracle
interview prediction
rounds4
formatTechnical screen, SQL/Python live coding, AI/system design, and stakeholder behavioral panel
unpaid take-homenone
02

What you can do about it

// apply · flag · negotiate · ignore
▼ NO APPLY URL
Employer didn't provide one. Hide-and-seek loses you 10 BS pts.
🔒 NEGOTIATION COACH · PRO
Live script · counter-offer drafts · expected ranges.
04

Reply Guy

// agent-drafted cover letter · cursedly on-brand
Vibe:3 of 3 free left
05

Ghost-job market

// stake XP · settled in 60 days

Bet ghost? This posting still open in 60 days with no signs of a hire — you win the pool. Bet real? Win if it closes with someone hired.

▼ ghost 0 XP · 0 bettors▲ real 0 XP · 0 bettors
Stake:
06

More roles at samsara

// same employer · other open seats
How this autopsy was generated

5 parallel AI agents (Gemini 3 Flash) extract structured signals from the JD, cross-reference with our company graph, infer market comp, predict the interview loop, and synthesize a final BS Score. Re-run every 24 hours. Employers can request a re-autopsy after editing the JD — no charge, no special access.