Advanced
DSAISE.GEN.P4
P4P4 — Senior Professionalmedium0.70draftglobalv1
Design novel architectures and lead R&D efforts for neural network projects.
Summary
Design novel architectures and lead R&D efforts for neural network projects. Own parts of the AI product roadmap.
Level — P4 — Senior Professional
Seasoned professional; handles complex tasks, may lead small teams or projects
- Scope
- A system or set of related features
- Autonomy
- Self-directed; reviewed at critical decision points
- Complexity
- Complex, ambiguous problems; devises new approaches
- Impact
- Multi-team / function outcomes
- Decision rights
- Owns technical decisions for a system; influences adjacent design
- Leadership
- Technical lead for focused efforts; mentors several
- Typical experience
- 5–8 yrs
Core outputs
No core outputs recorded yet.
Components
Responsibilities8
- Design novel architecturescommonlevel
- Lead R&D effortscommonlevel
- Own AI product roadmapcommonlevel
- Collaborate with stakeholderscommonlevel
- Drive innovation in AI solutionscommonlevel
- Publish research findingscommonlevel
- Guide technical strategycommonlevel
- Ensure alignment with business goalscommonlevel
Tasks5
- Design AI architecturescommonlevel
- Lead R&D projectscommonlevel
- Develop product roadmapscommonlevel
- Engage with stakeholderscommonlevel
- Drive AI innovationcommonlevel
Skills5
- Architectural designcommonlevel
- R&D leadershipcommonlevel
- Strategic planningcommonlevel
- Innovation managementcommonlevel
- Stakeholder engagementcommonlevel
Knowledge5
- AI architecture designcommonlevel
- R&D methodologiescommonlevel
- Product developmentcommonlevel
- Strategic alignmentcommonlevel
- Innovation processescommonlevel
competency5
- Strategic Thinkingcommonlevel
- Leadershipcommonlevel
- Innovationcommonlevel
- Technical expertisecommonlevel
- Stakeholder managementcommonlevel
qualification3
- Advanced degree in AI/ML or related fieldcommonlevel
- Experience with state-of-the-art AI methodscommonlevel
- Proven leadership in R&Dcommonlevel
Title aliases
| Alias | Type | Confidence | Approved |
|---|---|---|---|
| AI Model Development IV | common | medium0.70 | — |
| AI Model Development 4 | common | medium0.66 | — |
| Senior AI Model Development | common | high0.82 | — |
| Sr. AI Model Development | common | high0.80 | — |
| AI Model Developer IV | common | medium0.70 | — |
| AI Model Developer 4 | common | medium0.66 | — |
| Senior AI Model Developer | common | high0.82 | — |
| Sr. AI Model Developer | common | high0.80 | — |
| Software Engineering IV | common | medium0.70 | — |
| Software Engineering 4 | common | medium0.66 | — |
| Senior Software Engineering | common | high0.82 | — |
| Sr. Software Engineering | common | high0.80 | — |
| Software Engineer IV | common | medium0.70 | — |
| Software Engineer 4 | common | medium0.66 | — |
| Senior Software Engineer | common | high0.82 | — |
| Sr. Software Engineer | common | high0.80 | — |
Classification mappings
O*NET / SOC
- code=15-0000title=Computer & Mathematical Occupationssource=inferred_from_superfunctionreviewStatus=needs_review