Developing
DSAISE.GEN.P2
P2P2 — Developing Professionalmedium0.70draftglobalv1
Execute mid-level tasks like implementing standard neural network architectures, tuning hyperparameters, and maintaining code.
Summary
Execute mid-level tasks like implementing standard neural network architectures, tuning hyperparameters, and maintaining code.
Level — P2 — Developing Professional
Early-career professional; developing skills, handles routine tasks with some independence
- Scope
- Defined deliverables / small features
- Autonomy
- General supervision; reviewed at milestones
- Complexity
- Some non-routine problems; applies established patterns
- Impact
- Own and immediate-team deliverables
- Decision rights
- Routine technical choices within guidance
- Leadership
- May guide interns
- Typical experience
- 1–3 yrs
Core outputs
No core outputs recorded yet.
Adjacent roles
Nearest roles by structural coordinates (level + taxonomy). Distance 0 → 1; each carries its 3-state match band. How coordinates work →
P1
DSAISE.GEN.P1
Entry
P3
DSAISE.GEN.P3
Proficient
P4
DSAISE.GEN.P4
Advanced
P2
DENG.GEN.P2
Data Engineer
P2
OPTI.GEN.P2
Developing
P2
SWE.GEN.P2
Associate
Components
Responsibilities8
- Implement standard neural network architecturescommonlevel
- Tune hyperparameterscommonlevel
- Maintain and update codebasecommonlevel
- Collaborate with team members on projectscommonlevel
- Conduct code reviewscommonlevel
- Develop test casescommonlevel
- Optimize model performancecommonlevel
- Assist in project documentationcommonlevel
Tasks5
- Implement neural networkscommonlevel
- Tune model parameterscommonlevel
- Maintain code qualitycommonlevel
- Collaborate on code reviewscommonlevel
- Optimize existing modelscommonlevel
Skills5
- Deep learning frameworkscommonlevel
- Hyperparameter tuningcommonlevel
- Code maintenancecommonlevel
- Collaboration toolscommonlevel
- Version controlcommonlevel
Knowledge5
- Neural network architecturescommonlevel
- Model optimization techniquescommonlevel
- Software development practicescommonlevel
- Version control systemscommonlevel
- Cloud computing basicscommonlevel
competency5
- Critical thinkingcommonlevel
- Problem-solvingcommonlevel
- Collaborationcommonlevel
- Technical proficiencycommonlevel
- Code optimizationcommonlevel
qualification3
- Experience with deep learning frameworkscommonlevel
- Experience with cloud platformscommonlevel
- Proficiency in coding and debuggingcommonlevel
Title aliases
| Alias | Type | Confidence | Approved |
|---|---|---|---|
| AI Model Development II | common | medium0.70 | — |
| AI Model Development 2 | common | medium0.66 | — |
| AI Model Developer II | common | medium0.70 | — |
| AI Model Developer 2 | common | medium0.66 | — |
| Software Engineering II | common | medium0.70 | — |
| Software Engineering 2 | common | medium0.66 | — |
| Software Engineer II | common | medium0.70 | — |
| Software Engineer 2 | common | medium0.66 | — |
Classification mappings
O*NET / SOC
- code=15-0000title=Computer & Mathematical Occupationssource=inferred_from_superfunctionreviewStatus=needs_review