← Canon taxonomy

Entry

DSAISE.GEN.P1

P1P1 — Entry-Level Professionalmedium0.70draftglobalv1

Assist in data preparation and basic model training under supervision.

Summary

Assist in data preparation and basic model training under supervision. Perform routine testing of AI models, document results, and fix simple issues.

Level — P1 — Entry-Level Professional

New to role or field; performs basic tasks under supervision

Scope
Own tasks within a defined component
Autonomy
Close supervision; work reviewed frequently
Complexity
Routine problems with known solutions
Impact
Own deliverables
Decision rights
Few independent decisions; escalates the rest
Leadership
None — building the craft
Typical experience
0–2 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
confident0.06
P3
DSAISE.GEN.P3
Proficient
confident0.11
P1
DEI.GEN.P1
DevOps Engineering and Infrastructure Entry/Mid
review0.15
P1
DENG.GEN.P1
Data Engineering Entry/Mid
review0.15
P1
OPTI.GEN.P1
Entry
review0.15
P1
SRES.GEN.P1
Site Reliability Engineering (SRE) Entry/Mid
review0.15

Components

Responsibilities8

  • Assist in data preparationcommonlevel
  • Perform routine testing of AI modelscommonlevel
  • Document test resultscommonlevel
  • Fix simple issues in modelscommonlevel
  • Support senior team members in project taskscommonlevel
  • Participate in team meetingscommonlevel
  • Maintain data integritycommonlevel
  • Contribute to code reviewscommonlevel

Tasks5

  • Prepare data for analysiscommonlevel
  • Test AI modelscommonlevel
  • Document and report findingscommonlevel
  • Fix minor issuescommonlevel
  • Assist in code reviewscommonlevel

Skills5

  • Python programmingcommonlevel
  • Data cleaningcommonlevel
  • Model testingcommonlevel
  • Documentationcommonlevel
  • Basic debuggingcommonlevel

Knowledge5

  • Data science fundamentalscommonlevel
  • AI model basicscommonlevel
  • Programming languagescommonlevel
  • Testing methodologiescommonlevel
  • Documentation standardscommonlevel

competency5

  • Learning Agilitycommonlevel
  • Attention to detailcommonlevel
  • Teamworkcommonlevel
  • Basic programming skillscommonlevel
  • Data managementcommonlevel

qualification3

  • Bachelor’s degree in Computer Science or related fieldcommonlevel
  • Experience with Python programmingcommonlevel
  • Basic understanding of AI conceptscommonlevel

Title aliases

AliasTypeConfidenceApproved
AI Model Development Icommonmedium0.70—
AI Model Development 1commonmedium0.66—
Entry-Level AI Model Developmentcommonmedium0.70—
Junior AI Model Developmentcommonmedium0.68—
Associate AI Model Developmentcommonmedium0.60—
AI Model Developer Icommonmedium0.70—
AI Model Developer 1commonmedium0.66—
Entry-Level AI Model Developercommonmedium0.70—
Junior AI Model Developercommonmedium0.68—
Associate AI Model Developercommonmedium0.60—
Software Engineering Icommonmedium0.70—
Software Engineering 1commonmedium0.66—
Entry-Level Software Engineeringcommonmedium0.70—
Junior Software Engineeringcommonmedium0.68—
Associate Software Engineeringcommonmedium0.60—
Software Engineer Icommonmedium0.70—
Software Engineer 1commonmedium0.66—
Entry-Level Software Engineercommonmedium0.70—
Junior Software Engineercommonmedium0.68—
Associate Software Engineercommonmedium0.60—

Classification mappings

O*NET / SOC

  • code=15-0000title=Computer & Mathematical Occupationssource=inferred_from_superfunctionreviewStatus=needs_review