Turing

WHO IS IN OUR EXPERT NETWORK

Every discipline frontier research needs

Our network includes the expert profiles frontier labs need to train models.

250+

DOMAINS COVERED

5M+

EXPERT POOL

Finance and economics

Investment bankers, portfolio managers, economists, and quantitative analysts with experience at leading financial institutions.

Software engineering

Developers, system engineers, architects, and AI practitioners with production experience across languages and stacks.

STEM researchers

PhD and PhD-candidate researchers in physics, chemistry, biology, math, and materials science.

Law and public policy

Attorneys, policy makers, and regulatory specialists in constitutional, IP, criminal, corporate, and international law from top-tier firms and public sector.

Medicine and healthcare

MDs, DOs, PharmDs, NPs in cardiology, oncology, psychiatry, dermatology, and more from leading medical centers and research institutions.

Arts and media

Journalists, producers, editors, and creative professionals in the media and entertainment industry.

HOW IT WORKS

Tell us who you need, we handle the rest

Internal sourcing can take months and pull you away from higher-priority work. Offload the heavy lifting to us and hire the experts you need, on time.

STEP 1

Share your request

Tell us exactly who you need: domain, credentials, experience level, geography, volume, and timeline. We're built to fulfill highly specific requests, not just broad categories.

STEP 2

Experts ready for selection

We surface a matched set of vetted experts based on your requirements. You can review and select individually, or let Turing's team choose.

CASE STUDY

Domain experts delivered in 48 hours

A leading frontier AI lab needed a large, diverse pool of verified domain experts on a tight deadline. Here's how it came together.

1,700+

Vetted domain experts

30+

Domains and disciplines covered

<48h

From request to delivery

1

Wednesday afternoon

Building the expert pool

A leading frontier AI lab brought Turing a request for experts across more than 30 domains and disciplines, ranging from manufacturing specialists to frontline law enforcement professionals.

2

Wednesday evening

Experts onboarded to Turing's platform

Turing mobilized a vetted pool of 1,200-plus domain experts. Every expert cleared Turing's adaptive AI video interview, customized to their background, along with full KYC, identity, AML, and compliance checks.

Quality was not traded for speed.

3

THURSDAY

Experts working through tasks

Experts worked through assigned tasks while receiving real-time performance feedback, driving consistent, high-quality output across every domain covered.

4

Friday, 12 PM PT

Delivered on time

The project was delivered on time without compromising quality. The engagement led directly to follow-on work with the same client.

VETTING PROCESS

Expert verification

Vetting flows can be configured per project and client requirement, so the signal you're evaluating against matches the exact profile you need.

Screening and matching

Talent intake and filtering

  • Profile and experience screening across Turing's global talent pool.
  • Role-specific filtering by skill, domain, credential, and availability.

Vetting flow configuration

  • Vetting flows built to each role and project.
  • Signal selection and sequencing tailored to assess the specific skills the engagement requires.

Automated testing

Coding challenges

  • Algorithm and data structure tests across 18-plus languages.
  • Real-world practical assessments calibrated to role.

Task evaluations

  • RLHF and SFT-style tasks.
  • Data, evaluation, and annotation workflow assessments.

Structured skills validation

  • Adaptive AI interview with domain-specific probing.
  • Multilingual testing and knowledge verification.

Expert human review

Deep-dive interviews

  • Expert reviewers conduct qualitative evaluations for complex or high-stakes roles.
  • Used where automated signal alone is insufficient.

Selective escalation

  • Human judgment applied to high-impact, ambiguous, or edge cases.
  • Escalation paths defined per project to preserve speed without compromising quality.

FAQs

Frequently asked questions

Experts in finance and economics, software engineering, STEM research, law and public policy, medicine and healthcare and more. The network spans 250+ domains and a 5M+ expert pool, built around the exact profiles frontier labs need to train and evaluate models.