Expert Technical Interviews for AI, ML, and Data Science Roles
A strong resume does not always mean a strong hire. We conduct live technical interviews on your behalf, evaluate candidates against role-specific criteria, and deliver structured scorecards with a clear hiring recommendation.
SBA-Certified
Women-Owned Small Business
SAM.gov Registered
Vendor-ready entity
U.S.-Based
Remote-first, nationwide
AI/ML/DS Specialist
Practitioner-led evaluation
The problem with most technical interview processes
Companies hiring AI, ML, and data science talent face the same structural challenge: the evaluation process rarely matches the sophistication of the roles being filled.
Shallow evaluations
Generic technical questions surface confidence and communication style — not practical depth in the specific domain. Strong candidates get passed over; weak ones advance.
Overloaded engineers
Every interview pulls a senior engineer away from real work. At pace, this creates backlogs, inconsistency, and evaluation fatigue — all of which degrade hiring quality.
Inconsistent scorecards
Without a structured evaluation framework, different interviewers apply different standards. Comparing candidates becomes guesswork rather than judgment.
Services
From single interviews to ongoing retainer support — built for companies hiring directly and recruiting firms placing technical talent.
Interview as a Service
Expert-led candidate evaluations — without pulling your engineers off real work.
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Monthly Retainer — Recruiting Firms
White-label technical interview support for agencies that place AI, ML, and data talent.
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Monthly Retainer — End Clients
Consistent technical evaluation capacity for teams hiring AI, ML, and data talent at volume.
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Custom Interview Design & Scorecard Development
Purpose-built interview frameworks and scorecards for the exact role you are hiring.
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Written Candidate Debriefs
Clear post-interview write-ups that make hiring decisions faster and more confident.
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A structured process from role brief to hiring decision — requiring minimal time from your team.
Share a role brief
Tell us the role, seniority level, and what matters most for this hire.
We conduct the interview
A live technical evaluation via video call — questions calibrated to the role and level.
You receive the scorecard
A structured evaluation with a clear hire/no-hire recommendation and supporting evidence.
What you receive
- Structured scorecard with competency ratings
- Specific evidence from the interview for each area
- Clear hire / no-hire recommendation
- Narrative summary of technical performance
- Optional written debrief for stakeholder sharing
Role-specific evaluation
AI engineer, ML engineer, and data scientist are distinct roles with different skill profiles. Our evaluations are calibrated to the specific discipline — not a generic "technical interview."
AI Engineer Interviews
Expert evaluation for candidates building LLM-powered products, RAG systems, and AI-native applications.
ML Engineer Interviews
Rigorous evaluation for candidates who build, train, and ship machine learning systems.
Data Scientist Interviews
Structured evaluation for candidates who turn data into decisions and statistical rigor into business outcomes.
What clients say
"The evaluation was exactly what we needed. Instead of vague impressions, we got a structured scorecard with specific evidence and a clear recommendation. It made the hiring decision much easier."
Alex S.
Hiring Manager, technology company — ML team build-out
"As a recruiting firm, being able to give clients a real technical evaluation rather than just a resume review has meaningfully improved the quality of our submissions."
Angel R.
Principal Recruiter, technical staffing firm
Ready to hire with more confidence?
Get a structured technical evaluation delivered by a practitioner who knows the domain — not a generic screener.