Explore Skills
Recognising and resolving ethical conflicts in data and AI work
Someone with this skill recognises an ethical conflict in a piece of data or AI work (pressure to misreport or overclaim, conflict of interest, lawful but harmful use), names the principle at stake, and chooses and records a response: proceed with conditions, raise or decline
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Data, Analytics & AI 18
- AI Engineer
- AI Governance Lead
- Analytics Manager
- Chief Data & AI Officer
- Data Analyst
- Data Engineer
- Data Governance Manager
- Data Scientist
- Director of Data & Analytics
- Head of Data & Analytics
- Head of Data Architecture
- Head of Data Governance
- Head of Privacy
- Lead AI & ML Engineer
- Lead Data Engineer
- Lead Data Scientist
- Machine Learning Engineer
- Privacy Manager
Technology 8
- Chief Technology Officer
- Cloud & Infrastructure Engineer
- Database Administrator
- Engineering Director
- Engineering Manager
- Head of Engineering
- Lead Engineer
- Platform Engineer
Finance 14
- Category Lead
- Chief Financial Officer
- Chief Procurement Officer
- Credit Manager
- FP&A Lead
- FP&A Manager
- Finance Business Partnering Manager
- Finance Director
- Group Financial Controller
- Head of Finance
- Head of Procurement
- Procurement Director
- Procurement Manager
- Procurement Specialist
Human Resources 8
- Chief People Officer
- HR Director
- Head of HR
- Learning & Development Lead
- Learning & Development Specialist
- Recruiter
- Talent Acquisition Lead
- Talent Acquisition Manager
Marketing & Communications 17
- Chief Marketing Officer
- Communications Lead
- Communications Manager
- Communications Officer
- Customer Insight Analyst
- Head of Communications
- Head of Insight
- Head of Marketing
- Head of Marketing Operations
- Insight Manager
- Lead Customer Insight Analyst
- Marketing Analyst
- Marketing Director
- Marketing Lead
- Marketing Manager
- Marketing Operations Lead
- Marketing Operations Manager
Product 5
Commercial & Sales 9
- Chief Commercial Officer
- Chief Revenue Officer
- Commercial Director
- Head of Commercial
- Head of Revenue Operations
- Head of Sales
- Pricing Analyst
- Pricing Lead
- Sales Director
Operations 10
- Chief Operating Officer
- Continuous Improvement Manager
- Customer Service Manager
- Customer Service Team Lead
- Customer Success Lead
- Customer Success Manager
- Head of Customer Success
- Head of Operations
- Operations Director
- Operations Manager