Proficient
DSAISE.GEN.P3
P3P3 — Mid-Level Professionalmedium0.70draftglobalv1
Lead development of independent ML tasks or sub-projects.
Summary
Lead development of independent ML tasks or sub-projects. Analyze complex datasets to improve model performance.
Level — P3 — Mid-Level Professional
Fully competent professional; works independently on standard projects
- Scope
- Features or a sub-system end-to-end
- Autonomy
- Works independently on standard work; reviewed on the non-standard
- Complexity
- Diverse problems; adapts existing approaches
- Impact
- Project / team outcomes
- Decision rights
- Owns implementation decisions for own scope
- Leadership
- Mentors juniors informally
- Typical experience
- 3–5 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 →
P2
DSAISE.GEN.P2
Developing
P4
DSAISE.GEN.P4
Advanced
P1
DSAISE.GEN.P1
Entry
P5
DSAISE.GEN.P5
Expert
P3
DENG.GEN.P3
Senior Data Engineer
Components
Responsibilities8
- Lead development of ML taskscommonlevel
- Analyze complex datasetscommonlevel
- Improve model performancecommonlevel
- Mentor junior team memberscommonlevel
- Coordinate with cross-functional teamscommonlevel
- Develop project timelinescommonlevel
- Ensure project deliverablescommonlevel
- Conduct advanced data analysiscommonlevel
Tasks5
- Lead ML task developmentcommonlevel
- Analyze and interpret datacommonlevel
- Mentor team memberscommonlevel
- Coordinate project activitiescommonlevel
- Ensure quality deliverablescommonlevel
Skills5
- Advanced data analysiscommonlevel
- Project managementcommonlevel
- Mentorshipcommonlevel
- Cross-functional teamworkcommonlevel
- Complex problem-solvingcommonlevel
Knowledge5
- Machine Learning Techniquescommonlevel
- Data analysis methodscommonlevel
- Project management principlescommonlevel
- Team leadershipcommonlevel
- Advanced programmingcommonlevel
competency5
- Effective communicationcommonlevel
- Mentorship abilitiescommonlevel
- Project leadershipcommonlevel
- Data analysiscommonlevel
- Cross-functional collaborationcommonlevel
qualification3
- 3–5 years of hands-on ML/AI experiencecommonlevel
- Experience with MLOps toolscommonlevel
- Proven project leadership skillscommonlevel
Title aliases
| Alias | Type | Confidence | Approved |
|---|---|---|---|
| AI Model Development III | common | medium0.70 | — |
| AI Model Development 3 | common | medium0.66 | — |
| Mid-Level AI Model Development | common | medium0.64 | — |
| AI Model Developer III | common | medium0.70 | — |
| AI Model Developer 3 | common | medium0.66 | — |
| Mid-Level AI Model Developer | common | medium0.64 | — |
| Software Engineering III | common | medium0.70 | — |
| Software Engineering 3 | common | medium0.66 | — |
| Mid-Level Software Engineering | common | medium0.64 | — |
| Software Engineer III | common | medium0.70 | — |
| Software Engineer 3 | common | medium0.66 | — |
| Mid-Level Software Engineer | common | medium0.64 | — |
Classification mappings
O*NET / SOC
- code=15-0000title=Computer & Mathematical Occupationssource=inferred_from_superfunctionreviewStatus=needs_review