ROBUST HIRING FOR AI, ML, AND DATA SCIENCE

MATHORIA

We cut false positives with a unique, AI-talent algorithmic selection framework—crafted with advanced data science, decided by humans.

BUILT FOR AI ROLES

A FRAMEWORK ENGINEERED FOR AI, ML, AND DATA SCIENCE—NOT GENERIC HIRING

Mathoria’s selection system is designed around how AI work is delivered: problem framing, data rigor, model choice, deployment, and impact. We use calibrated rubrics and role-specific weights to measure real signal, cut false positives, and surface the right talent fast. Human evaluation only. No automated ranking. Fully explainable.

WHY MATHORIA

HIRING THAT CUTS NOISE AND FINDS SIGNAL

Decrease false positives: AI-job-specific selection rubrics.
Faster shortlists: Scored, rules-based system selects fast.
Transparent signal: Clear process tailored to the AI field.
Business impact: Skills tied to business goals.
Fair and explainable: No auto-ranking; AEDT-safe.
Flexible model: Permanent, contract, or C2H.

MISSION - TALENT & SPEED

REDUCE SHORTAGE. SPEED UP HIRING

69% of employers can’t find qualified AI/tech talent and AI/DS postings roughly doubled vs 2023.
Time-to-fill sits ~52–60 days, with ~13 interviews per hire.
Slow teams lose signal.

MISSION - RISK & COST

REDUCE DROPOFF. PREVENT MIS-HIRES

Long, multi-step funnels drive ghosting: 44% of candidates ghost employers and 53% report being ghosted.
True cost per tech hire ≈ $152K; a bad hire costs ~30% of first-year pay, and 60% of firms fired a recent grad for performance in 2024.

OUR TEAM

Practitioners first

Built by Data Scientists and ML Engineers. We hire our peers.

01 - Precision Intake

Set role goals and success criteria. Lock weights.

02 - Score & Shortlist

Structured human interviews. Clear, comparable signal.

03 - Submit & Decide

Shortlist with trade-offs shown. Fast, defensible hire.

© 2025 Elatopia LLC dba Mathoria. All rights reserved.
Human evaluation only. No automated ranking. Employer pays all fees.
Accessibility & accommodations: [email protected]

START YOUR NEXT AI-TALENT SELECTION

We look forward to partnering with you on your next AI hire.

Privacy PolicyLast updated: 10/17/2025Who we are
Elatopia LLC dba Mathoria (“Mathoria”, “we”). Contact: [email protected]
What we collectContact data you submit: name, email, phone, company, message.Intake requests: role details, hiring needs.Basic site analytics: pages viewed, device, approximate location.Files you upload or send us.How we use dataTo respond to inquiries and provide services.To send requested information and schedule calls.To maintain site security and improve content.To meet legal and accounting duties.What we do not doNo sale of personal data.No automated ranking of candidates on this site.SharingService providers only: hosting, email, calendar, e-signature, analytics. They must protect data and use it only for our tasks.Legal reasons: if required by law or to protect rights.Cookies and analyticsWe use basic analytics cookies. You can block cookies in your browser.Data retentionContact and inquiry data: 24 months from last contact, then delete or archive.Contracts and invoices: kept as required by law.Your choicesYou can request access, correction, or deletion: [email protected]You can opt out of non-essential emails at any time.Region notesUnited States focus. If you are in a region with specific rights (for example California), contact us and we will honor valid requests under those laws.SecurityWe use reasonable technical and organizational measures. Internet transmission is not risk-free.ChildrenNot for anyone under 16. We do not knowingly collect children’s data.ChangesWe will update this policy as needed and post the new date above.AccessibilityWe provide reasonable accommodations on request: [email protected]

Terms of UseLast updated: 10/17/2025Agreement
By using mathoria.com, you agree to these terms.
Allowed useUse the site to learn about services and to contact us.Do not misuse the site, attempt to break security, or copy content without permission.No adviceContent is for information only and is not legal, employment, or professional advice.Intellectual propertySite content, brand, and materials are owned by Elatopia LLC dba Mathoria. You may not reuse without written permission.SubmissionsDo not upload confidential or sensitive information unless we ask you to and give you secure instructions.You grant us permission to use your submission to respond and provide services.Third-party servicesThe site may link to third parties (for example e-signature or scheduling). Their terms and privacy policies apply to their services.DisclaimersThe site is provided “as is.” We do not guarantee availability or error-free operation.Limitation of liabilityTo the fullest extent allowed by law, we are not liable for indirect or consequential damages from your use of the site.Governing lawNew York law. Venue: New York County, New York.ContactLegal and terms questions: [email protected]