Analysis Orientation
This assessment isolates the functional value of AI/R&D Leadership, while the primary profile centers on the "Growth & Scale" expertise demonstrated at Etsy, Constant Contact, and Sparkfund.
✓ Value Assessment
Derived from documents:
- Technical R&D Leadership (AI/ML/Graph)
- Platform Migration at Scale (Etsy/CC)
- Team Scaling (0 to 20+ Engineers)
- "Player/Coach" Agility (SaaS/Consumer)
Market Positioning
Why Series B/C? These companies have passed the "survival" phase and entered the "scale" phase. They face specific breaking points: technical debt from the MVP, teams outgrowing informal processes, and the need for new tech (AI) integration. Your profile is the specific solution to these three problems.
The "Growth-Stage Fixer" Profile
Your unique mix: High "Process Maturity" (from Enterprise) combined with High "Agility" (from Startup). Most candidates have only one.
Hiring Probability by Company Stage
Data Source: Search Strategy Analysis (2025). Series B/C (50-200 employees) is the most active hiring segment for Leadership.
The "Outstanding Hire" Narrative Generator
Select a core challenge a target company is facing to generate your evidence-backed pitch.
Select Challenge
Evidence Locker
Quantifiable proof points extracted from your resume and artifacts.
Scale & Reach
- Etsy Traffic 10M+ msgs/hr
- CC Migration 650k Customers
- ATK Users 2M+ Unified
- R&D Budget $3M Managed
Leadership Impact
"Unmatched ability to build high-performing teams... best manager I've ever worked for."
- Retention 100% (Etsy/Scale)
- Team Growth 0 to 20+ Engineers
- Mentorship Apprenticeship Prgms
Technical Currency
Proven hands-on ability with modern AI tools and pipelines.
# Actual code from your artifacts
require 'openai'
def submit_to_llm(content)
model: 'gpt-4.1-2025'
...
end
Why this matters: You don't just "talk" AI strategy; you build agents to automate your own workflows. This is the definition of "Product-Led" leadership.
Strategic Roadmap (Next 30 Days)
1. Target Selection
Focus exclusively on Series B/C (50-200 headcount) in Media, SaaS, and Consumer.
2. The "Network" Lever
As noted in the PDF, inbound application yield is low. Use your Etsy/Constant Contact alumni network. These networks are dense in the target ecosystem.
3. Narrative Deployment
Use the "Fixer/Scaler" pitch. Don't lead with "R&D Director" title; lead with "Platform Migration & Team Scaling Leader who understands AI."