Senior Applied AI Researcher
2y relevant experience
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 an experienced ML practitioner with solid technical skills and diverse project experience, but fundamentally misaligned with senior research requirements. Lacks PhD, publication record, research methodology experience, and evidence of scientific rigor. While technically competent, would be better suited for applied ML engineering roles rather than research positions. The experience gap between applied data science and research methodology is substantial.
Top Strengths
- ✓Practical ML implementation experience
- ✓Diverse technical projects spanning computer vision and 3D reconstruction
- ✓Experience with multiple ML frameworks
- ✓Some exposure to end-to-end ML pipeline development
- ✓Real-world application experience
Key Concerns
- !No PhD or equivalent research credentials
- !Complete absence of publication record or research contributions
Culture Fit
Growth Potential
Moderate
Salary Estimate
$90-120k (significant gap from senior research role expectations)
Assessment Reasoning
NOT_FIT decision based on fundamental qualification mismatch. Position requires PhD + 5-8 years research experience with strong publication record, but candidate has bachelor's/master's with applied industry experience and zero publications. Missing core research competencies including experimental design, scientific writing, peer review process, and distributed training at scale. While candidate shows technical competence in applied ML, the role demands research expertise that isn't demonstrated.
Interview Focus Areas
Experience Overview
6.5y total · 2y relevantExperienced ML practitioner with 6.5 years total experience but only ~2 years directly relevant to research. Strong applied skills but lacks the PhD, publication record, and research rigor required for senior research role.
Matching Skills
Skills to Verify