D
45

Director of AI Engineering

3y relevant experience

Not Qualified
For hiring agencies & HR teams

EU engineers, ready to place with your US clients

Pre-screened on AI. Remote B2B contracts. View 5 full profiles free — AI score, skills report, interview questions included.

Executive Summary

This candidate is a technically strong AI/ML engineer with recent leadership experience, but lacks the extensive management background required for this Director role. their 6 months as Head of AI with 4 engineers falls well short of the 3+ years managing 10+ engineers requirement. While they demonstrates strong technical skills and has a solid academic foundation, they would be better suited for a Senior ML Engineer or Team Lead role rather than Director level.

Top Strengths

  • Strong academic background with PhD
  • Recent hands-on AI/ML leadership experience
  • Technical depth in modern AI technologies
  • International experience and multilingual capabilities
  • Self-motivated with freelance experience

Key Concerns

  • !Insufficient management experience for Director role
  • !No track record of scaling engineering teams
  • !Limited enterprise/production experience
  • !Lack of professional online presence
  • !Missing required years of experience

Culture Fit

60%

Growth Potential

Moderate

Salary Estimate

$120k-160k

Assessment Reasoning

The candidate falls significantly short of the core requirements for this Director position. The role requires 10+ years of software engineering experience (candidate has 6), 5+ years in AI/ML leadership (candidate has 0.5 years), and 3+ years managing 10+ engineers (candidate managed 4 engineers for 6 months). While technically competent, the experience gap is too large for a Director-level role at a Series B startup where leadership maturity and proven track record of scaling teams is critical.

Interview Focus Areas

Team leadership and management philosophyExperience scaling ML systems to productionApproach to technical hiring and team buildingUnderstanding of enterprise AI challengesLong-term career goals and leadership vision

Experience Overview

6y total · 3y relevant

This candidate has strong technical AI/ML skills and recent leadership experience but falls significantly short of the required experience levels. Only 6 months as Head of AI with a 4-person team, lacking the 3+ years managing 10+ engineers requirement.

Matching Skills

PythonPyTorchTensorFlowAWSDockerAI/ML LeadershipTeam ManagementLLMsModel DeploymentSystem Architecture

Skills to Verify

GCPKubernetesCI/CDTechnical HiringAgile/ScrumB2B SaaSCross-functional LeadershipStakeholder Management10+ years experience5+ years AI/ML leadership3+ years managing 10+ engineers
Candidate information is anonymized. Personal details are hidden for fair evaluation.