MC

Maya Chen

Recruiter ready

Senior Product Designer

Remote • New York, US$210k — $240kAvailable in 3 weeksOwner: Sarah Martin

AI Match Score

96%

Hiring probability

82%

AI Summary

Overview

A rare blend of product, machine learning, and hiring systems expertise. This candidate has a strong record of turning fragmented recruiting data into clear decision frameworks and measurable improvements in speed-to-hire.

AI-poweredLeadership-readyHigh signal

Skills radar

Signal strength across the role profile

Machine Learning95%
Data Storytelling91%
Product Strategy88%
Leadership87%
Hiring Analytics93%

Experience Timeline

Career progression and leadership context

Senior Staff ML Engineer2022 — Present

Northstar Labs

Led the AI recruiting orchestration platform and shipped a real-time ranking engine.

Principal Product Engineer2019 — 2022

SignalForge

Built multi-signal candidate intelligence surfaces for enterprise hiring teams.

Software Engineer2016 — 2019

Apex Cloud

Delivered onboarding automation and analytics workflows that improved productivity by 31%.

Hiring probability

Current confidence from the hiring model

82%

High confidence

Strong hiring intentFast-moving shortlist

Interview notes

Signals surfaced during recent conversations

  • Excellent communicator with strong executive presence.
  • Demonstrated measurable impact on hiring velocity and interview quality.
  • Needs a clear narrative around team leadership expectations.
  • Latest demo action: No action yet

AI Recommendations

AI-recommended next moves

Advance to executive review

Strong cross-functional depth and clear impact on hiring efficiency make this profile a top-tier shortlist candidate.

96% fit

Book a leadership panel

The candidate’s product and ML experience makes a leadership conversation particularly valuable.

92% value

Prepare a compensation narrative

There is room to anchor the offer around equity and growth opportunities given market positioning.

89% readiness

Risks

Potential blockers to address early

  • Extended notice period may compress the start window.
  • Compensation expectations sit above the current band midpoint.
  • The candidate has recently completed several interviews and may be evaluating multiple offers.

Suggested interview questions

Conversation starters for the next interview

  • How have you built trust across recruiting, product, and engineering stakeholders?
  • Which hiring outcomes have you influenced most directly with data-driven systems?
  • What would your ideal team environment look like in the next 12 months?

Documents

Material readiness and source links

Salary alignment status

Pending
CV

PDF • 4 pages

Cover Letter

PDF • 1 page

Portfolio

Web preview

LinkedIn

Profile synced

Activity Timeline

The latest recruiting signals on this profile

Interview prep shared13 min ago

AI summary and scorecard published to the hiring team.

Document review completed42 min ago

Recruiter team reviewed portfolio and case studies.

Pipeline movement1 hr ago

Moved from warm intro to executive shortlist.