Research, AI & Data
Leads to: Chief Data & AI Officer / Chief Scientist
11
Functions
35
Families
280
Roles
59
Skills
Functions
Each function groups job families with their career ladders.
| Function | Families | Roles |
|---|---|---|
| Artificial Intelligence | 5 | 44 |
| Analytics | 5 | 36 |
| Data Science | 4 | 35 |
| Machine Learning | 4 | 35 |
| Research | 4 | 35 |
| Data Governance | 4 | 29 |
| Data Architecture | 2 | 17 |
| Quantitative Research | 2 | 17 |
| Business Intelligence | 2 | 15 |
| Data Management | 2 | 15 |
| Enterprise Executive Leadership | 1 | 2 |
Career paths
No paths have been written for this area yet.
Skills
The skills this area’s roles ask for most.
- Business acumenBusiness & Strategy280 roles
- Data modelingData, Analytics & AI280 roles
- Data visualizationData, Analytics & AI280 roles
- Experimental designData, Analytics & AI280 roles
- Machine learningData, Analytics & AI280 roles
- Responsible AIData, Analytics & AI280 roles
- SQLData, Analytics & AI280 roles
- Statistical analysisData, Analytics & AI280 roles
- AccountabilityPersonal Effectiveness198 roles
- Active listeningCommunication & Influence198 roles
- Business intelligenceData, Analytics & AI198 roles
- CollaborationCollaboration & Leadership198 roles
Source: SFIA; Microsoft Careers; ONET