Show your craft, in your own way.
Solo think-aloud, paired with a colleague, or moderated by a session lead. Real tools, real cases, your actual workflow. We capture the reasoning, not a polished demo.
EXPERT PANEL · OPEN SEATS
Get paid for what you already know.
Your professional judgement — the way you actually work, decide, and reason — becomes structured training material for frontier model teams. Real work, real compensation, real consent. Withdrawable until release.
Get paid at professional rates.
$95–$480 per hour depending on discipline and seniority — published on every seat before you apply. Paid within 14 days. Repeat sessions are common when you're a good fit.
Stay in control of your recording.
Consent is brief-specific and versioned. You can withdraw the recording any time before release. NDAs flow both ways — the material is delivered under partnership with frontier labs, not posted publicly.
Open seats on the panel.
Filter by discipline, location, or session format. Compensation is per-session at professional rates — recorded under MNDA, withdrawable until release.
Discipline10
Location27
Format12
EXP-001
Senior Backend Engineer
San Francisco · Remote
PythonDistributed systemsPostgreSQL
$220/hr
Apply →EXP-002
Staff Frontend Engineer
London · Hybrid
ReactTypeScriptAccessibility
$240/hr
Apply →EXP-003
ML Research Engineer
Remote (Global)
PyTorchTransformersRLHF
$320/hr
Apply →EXP-004
Site Reliability Engineer
Brisbane · Remote
KubernetesObservabilityIncident response
$195/hr
Apply →EXP-005
iOS Engineer
Chicago · Remote
SwiftSwiftUICombine
$180/hr
Apply →EXP-006
Security Engineer (AppSec)
Remote (USA)
Threat modellingCode reviewCryptography
$260/hr
Apply →EXP-007
DevOps / Platform Engineer
London · Berlin · Remote
TerraformAWSCI/CD
$200/hr
Apply →EXP-008
Robotics Engineer
Boston · On-site
ROSMotion planningSensor fusion
$275/hr
Apply →EXP-009
Embedded / Firmware Engineer
Munich · Hybrid
CRTOSBare-metal
$210/hr
Apply →EXP-010
Data Engineer
Remote (Europe)
dbtSnowflakeAirflow
$185/hr
Apply →EXP-011
Hardware Design Engineer
Austin · On-site
PCB layoutSPICEEMC
$240/hr
Apply →EXP-012
Senior Game Engineer
Tokyo · Hybrid
UnrealC++Shaders
$210/hr
Apply →EXP-013
Quant Developer
New York · On-site
C++Low-latencyOrder books
$350/hr
Apply →EXP-014
Database Engineer (Postgres)
Remote (Global)
Postgres internalsQuery planningReplication
$215/hr
Apply →EXP-015
Machine Learning Engineer
Sydney · Brisbane
Eval designFine-tuningRetrieval
$230/hr
Apply →EXP-101
Consultant Radiologist
Melbourne · Remote
Chest CTPACS workflowStructured reporting
$380/hr
Apply →EXP-102
Medical Oncologist
London · Remote
Treatment planningMDT facilitation
$420/hr
Apply →EXP-103
Emergency Physician
Chicago · Hybrid
TriageDifferential diagnosisTrauma
$360/hr
Apply →EXP-104
General Practitioner
Brisbane · Remote
Consultation flowPatient history
$260/hr
Apply →EXP-105
Surgeon (Orthopaedic)
Boston · On-site
Pre-op planningImaging review
$450/hr
Apply →EXP-106
Clinical Pharmacist
London · Remote
Drug interactionsMTMPolypharmacy
$195/hr
Apply →EXP-107
Registered Nurse (ICU)
Remote (USA)
Critical careVent management
$175/hr
Apply →EXP-108
Psychiatrist
New York · Remote
Diagnostic interviewRisk assessment
$380/hr
Apply →EXP-109
Anaesthesiologist
Sydney · Hybrid
Pre-op assessmentAirway management
$410/hr
Apply →EXP-110
Sonographer (Obstetric)
Brisbane · On-site
Foetal anatomy surveyDoppler
$165/hr
Apply →EXP-201
Corporate M&A Associate
London · NYC
DiligenceSPA review
$320/hr
Apply →EXP-202
Litigation Solicitor
Sydney · Remote
PleadingsDisclosureWitness prep
$285/hr
Apply →EXP-203
IP / Patent Attorney
Remote (Europe)
Claim draftingPrior-art search
$340/hr
Apply →EXP-204
Contract Counsel
Chicago · Remote
RedlinesVendor agreementsSaaS terms
$240/hr
Apply →EXP-205
Immigration Lawyer
London · Remote
Visa strategyTier 2L-1
$215/hr
Apply →EXP-206
Family Law Solicitor
Brisbane · On-site
MediationProperty settlement
$200/hr
Apply →EXP-301
Quantitative Researcher
London · NYC
Stat-arbBacktestingPython
$425/hr
Apply →EXP-302
Investment Banking VP
New York · Hybrid
Pitch deckDCFComps
$480/hr
Apply →EXP-303
Senior Auditor (Big 4)
London · Hybrid
WorkpapersRisk assessmentSampling
$195/hr
Apply →EXP-304
Tax Adviser (Corporate)
Sydney · Remote
Transfer pricingGroup structures
$240/hr
Apply →EXP-305
Equity Research Analyst
Remote (Global)
Sector modellingEarnings preview
$280/hr
Apply →EXP-306
Actuary
London · Remote
ReservingGLMPricing
$260/hr
Apply →EXP-307
FP&A Director
Remote (USA)
ForecastingVariance analysisDriver-based
$230/hr
Apply →EXP-308
Insolvency Practitioner
London · Hybrid
Cashflow reviewRestructuring options
$295/hr
Apply →EXP-401
Senior Product Designer
San Francisco · Remote
FigmaDesign systemsPrototyping
$200/hr
Apply →EXP-402
Industrial Designer
Berlin · Hybrid
CMFDFMRhino
$175/hr
Apply →EXP-403
Brand & Identity Designer
London · Remote
Logo systemsTypeEditorial
$165/hr
Apply →EXP-404
Screenwriter (TV / Long-form)
Los Angeles · Remote
OutliningBeat sheetsDialogue
$220/hr
Apply →EXP-405
Copywriter (Long-form)
Remote (Global)
Narrative arcsB2B voiceEditing
$140/hr
Apply →EXP-406
Illustrator (Editorial)
Remote (Europe)
ProcreateConcept-to-final
$130/hr
Apply →EXP-501
Master Electrician
Chicago · On-site
SwitchboardThree-phaseFault-finding
$145/hr
Apply →EXP-502
Plumber (Commercial)
Brisbane · On-site
BackflowHydraulicsSanitary
$125/hr
Apply →EXP-503
Cabinetmaker / Joiner
Melbourne · On-site
Custom millworkCNC routing
$110/hr
Apply →EXP-504
CNC Machinist
Manchester · On-site
G-codeFusion CAMTolerancing
$135/hr
Apply →EXP-505
Pipe Welder (TIG)
Houston · On-site
6G certifiedStainlessInconel
$155/hr
Apply →EXP-601
Mathematics Educator (HS)
Remote (Global)
IB / APProblem-solving
$95/hr
Apply →EXP-602
University Professor (CS)
Edinburgh · Hybrid
PL theoryCompilers
$165/hr
Apply →EXP-603
Curriculum Designer
Remote (Global)
Backward designAssessment
$120/hr
Apply →EXP-604
Music Pedagogue (Piano)
Vienna · Remote
Conservatorium-levelScore interpretation
$110/hr
Apply →EXP-701
Research Scientist (Bio)
Cambridge UK · Hybrid
Wet-labCRISPRLit review
$195/hr
Apply →EXP-702
Synthetic Chemist
Basel · Remote
RetrosynthesisNMR interpretation
$200/hr
Apply →EXP-703
Geologist (Exploration)
Perth · On-site
Drill core loggingStructural interpretation
$180/hr
Apply →EXP-704
Climate Scientist
Remote (Europe)
CMIPDownscalingAttribution
$210/hr
Apply →EXP-705
Quantitative Biologist
Boston · Hybrid
Single-cell RNA-seqPipeline design
$225/hr
Apply →EXP-801
Native Mandarin · Personal Finance Creator
Shanghai · Remote
Mandarin (native)Personal financeContent
$160/hr
Apply →EXP-802
Native Spanish · Court Reporter
Madrid · Remote
Spanish (native)Legal terminology
$140/hr
Apply →EXP-803
Native Japanese · Software Engineer
Tokyo · Remote
Japanese (native)Backend engineering
$220/hr
Apply →EXP-804
Native Hindi · Clinical Doctor
Mumbai · Remote
Hindi (native)Primary care
$180/hr
Apply →EXP-901
Head Chef (Fine Dining)
Paris · On-site
Service linePlatingCosting
$220/hr
Apply →EXP-902
Master Sommelier
New York · On-site
Blind tastingWine pairing
$240/hr
Apply →EXP-903
Investigative Journalist
London · Remote
FOI requestsSource verificationLong-form
$190/hr
Apply →What the engagement looks like, from your side.
STEP 01
Apply to the seat
Submit a short note via the seat detail. CV or LinkedIn link is fine. We screen for genuine professional standing, not bullet-points.
STEP 02
Brief & consent
A session lead walks you through the brief, the format, and exactly what gets captured. Consent is brief-specific and versioned.
STEP 03
Recorded session
Sit with us — solo think-aloud, paired, or multi-party. Captured on the Askable platform: video, audio, screen, transcript.
STEP 04
Paid + withdrawable
Paid at the rate quoted on the seat, within 14 days of the session. You can withdraw the recording up until release.
DON’T SEE YOUR DISCIPLINE?
The seats above are the current intake. The panel is wider.
If your domain isn’t listed but your expertise is genuine and specific, we still want to hear from you. Send a note — we keep an open file.