Overview

The Problem

Recruiters and hiring managers often scan a CV for keywords, but senior engineering leadership fit is rarely that simple.

The same experience can matter differently depending on the role: AI Engineering Manager, Platform Engineering Manager, DevEx Lead, SDLC Transformation Lead, Fractional CTO, or contract engineering leader.

Static CVs make the reader do too much translation.

The Solution

The Role Fit Explorer is planned as an interactive evidence browser for this site.

It will let visitors select their highest-priority needs and see matching evidence from projects, career outcomes, technical experience, and leadership examples.

MVP Scope

The first version will support:

• role type selection
• priority selection
• project recommendations
• CV evidence mapping
• leadership outcome mapping
• suggested interview topics

Role types:

• Engineering Manager
• AI Engineering Manager
• Platform Engineering Manager
• DevEx Lead
• SDLC Transformation Lead
• Fractional CTO
• Contract Engineering Leader

Later Scope

A later version may support pasted job descriptions. The site would extract role priorities and map them to relevant case studies, skills, and leadership evidence.

This should be presented as an evidence browser, not as a pretend objective hiring score.

What This Proves

• Product thinking applied to the hiring workflow.
• Recruiter empathy.
• Ability to make complex experience easy to interrogate.
• Practical AI UX judgement without overclaiming.

Project Status

The first static version is available at Role Fit Explorer.