CLIENT: Dan Cochran (dan_cochran)
Email: dantcochran@gmail.com
Phone: -
Current employer: -

PROFILE: Dan Cochran - AI Transformation (id 18)
Strategy label: AI-Enabled Engineering Transformation
HIGH/MEDIUM thresholds: 10 / 5

LATEST SCAN: 2026 08 09 Top 100 AI-Enabled Engineering Transformation (2026-08-09 14:58:18.083818+00:00)
Postings scanned: 3539
Closed filtered: 710   Bad-employer filtered: 437

KEYWORD MATRIX (active only):
layer,keyword,keyword_weight,layer_weight
industry,Developer Tools,3,1
industry,AI / ML Tooling,2,1
industry,Enterprise SaaS,2,1
industry,Regulated Software,1,1
location,Greater Toronto Area,2,2
location,Toronto, ON,2,2
location,Remote (Canada),1,2
seniority,Director,3,1
seniority,Head of Engineering,2,1
seniority,VP Engineering,2,1
seniority,Engineering Manager,1,1
skill,AI-Assisted Development Adoption,3,6
skill,AI Integration Strategy,3,6
skill,AI Tooling Evaluation,3,6
skill,Developer Productivity Measurement,3,6
skill,LLM Platform Migration,3,6
skill,AI Governance and Compliance,2,6
skill,Engineering Change Management,1,6
title,AI Engineering Enablement,3,6
title,AI Transformation Lead,3,6
title,Director of Developer Productivity,3,6
title,Developer Experience Lead,2,6
title,Director of Engineering Effectiveness,2,6
tool,Azure OpenAI,3,4
tool,Claude Code,3,4
tool,GitHub Copilot,3,4
tool,OpenAI API,2,4
tool,Windsurf,2,4
