# Storm3 — Engineering Leader

## Posting metadata

- Canonical JD URL: https://www.linkedin.com/jobs/view/4438638547
- Provider: LinkedIn public job posting
- Location/source location: United States
- Work model: Remote, United States
- Compensation: $275,000.00/yr - $350,000.00/yr
- Travel: Not disclosed
- Posted: 6 hours ago at capture; exact timestamp unavailable from LinkedIn public markup
- Applicants: Over 200 applicants
- Generated: 2026-08-17 10:41 AM EDT
- Elapsed since posting: approximately 6 hours ago plus fetch/render time

## Fit decision

- Positioning track: Executive leader
- Central mandate: Lead full-stack and ML engineering teams for a high-growth clinical-intelligence AI startup, owning roadmap execution, hiring, product development, systems architecture, and delivery.
- Fit outcome: PASS
- Weighted fit score: 97.2%
- Keyword diagnostic: 14/18 (77.8%); missing: ML Engineering, product-focused, systems architecture, PhD
- Validation: PASS: visual render, ATS extraction, page counts, Letter page size, exact 72pt source margins, 72pt rendered text bounds, public URL checks, artifact size checks, source/archive link checks, and LinkedIn note length completed.

## Material gaps and caveats

- The end-client startup is unnamed by the recruiter, so company size, exact team size, travel, and clinical product details are not independently verified.
- Keith has strong clinical/life-science and regulated-product evidence, but recent production work is HR/workflow AI rather than clinical-intelligence operations.

## Evidence map

| Requirement | Weight | Evidence score | Keith evidence |
|---|---:|---:|---|
| Lead full-stack and ML engineering teams | 3 | 3/3 | Built and led AI, SaaS, data, cloud, and ML engineering teams at IDW, SuccessKPI, TriMark, NorthBay, and AWS. |
| Partner closely with CTO on engineering roadmap | 3 | 3/3 | Repeated roadmap, architecture, prioritization, and executive stakeholder ownership across founder and senior-Director roles. |
| Oversee hiring in a fast-growing engineering organization | 2 | 3/3 | Recruited and technically led an 11-engineer Agile AI team and grew multiple engineering/data functions. |
| Lead ideation and development of new products | 3 | 3/3 | Founded AssistX, delivered multiple commercial SaaS/product platforms, and built 0-to-1 AI and data products. |
| Systems architecture and design | 3 | 3/3 | Direct hands-on architecture across GenAI, cloud, SaaS, ML, data lakes, regulated platforms, and enterprise integrations. |
| Software polyglot across backend, AI/ML, data, and infrastructure | 3 | 3/3 | Source evidence covers Python, APIs, AWS, data platforms, ML, LLMs, RAG, agents, Docker, Kubernetes, and CI/CD. |
| High-growth data-intensive environment | 2 | 2/3 | Strong startup and data-intensive delivery evidence; the closest high-growth clinical-intelligence startup context is adjacent rather than identical. |
| Product-focused mentality | 2 | 3/3 | Product strategy, customer validation, roadmap definition, and commercial SaaS delivery across IDW, SuccessKPI, DPI, CambridgeSoft, and AWS advisory. |
| Relevant Ph.D. | 1 | 3/3 | Ph.D. in Molecular Biology / Microbiology & Immunology with extensive computational biology and AI/data career evidence. |
| AI with LLMs and Agentic AI preferred | 2 | 3/3 | Recent production GenAI, LLM, RAG, LangChain, LangGraph, and AI-agent platform experience. |

## Artifact metadata

- Resume URL: https://bit.ly/3S7PYB7
- Cover letter URL: https://bit.ly/3SbFMrk
- Resume PDF: 3 pages, 9362 bytes
- Cover PDF: 1 page, 2990 bytes
- LinkedIn note characters: 212

## Full normalized job description

⚡ Engineering Leader
💡 Clinical Intelligence
🌎 US (remote)
💸 $275k - $350k + equity
Work
closely with the CTO
to lead the
Full-Stack and ML Engineering
teams at a
high-growth AI clinical intelligence
startup. You'd be responsible for processes, delivery, and people leadership in a high performance &
rapidly growing
startup.
Responsibilities
Work
directly with CTO
to plan
Engineering roadmap
Oversee hiring in a
fast-growing
Engineering org
Lead ideation and development of
new products
Systems
architecture
and design
Requirements
Software polyglot,
comfortable with
Backend, AI/ML, Data, Infrastructure etc
.
Must have experience in a high-growth
data-intensive environment
Product
-
focused
mentality
PhD
in
Machine Learning
,
Data Science
,
Comp Sci
, or other relevant field
Experience with
AI
(
LLMs
&
Agentic AI
) preferred
Why apply?
Extreme growth
- rapidly scaling ARR & headcount
Chance to work directly with the CTO to shape product direction
Competitive base salary + equity
Healthcare and other benefits
🌎 Remote, US
📧 Interested in applying? Please click on the ‘Easy Apply’ button
⚡ Storm3 is a HealthTech recruitment firm with clients across major Tech hubs in North America. To discuss open opportunities or career options, please visit our website at storm3.com and follow the Storm3 LinkedIn page for the latest jobs and intel