Breaking into AI Ethics Consulting

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How can you apply the skills you already have to the emerging field of AI ethics, governance, and policy consulting? In this edition of Lunchtime BALBing, Shea Brown talks about his experience and thoughts on finding your unique niche in the industry.

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👉 TIME STAMPS
0:00 Introduction: “Finding Your Place in AI Ethics Consulting”
2:33 How Dr. Shea Brown Got Started in AI and Algorithmic Auditing
4:18 The Real Business Drivers Behind AI Ethics
5:11 Why Risk Mitigation Is Central to AI Ethics Work
5:58 Understanding Ethical, Safety, and Compliance Risks
6:55 Key Consulting Modes: Spotting, Researching, Communicating Risk
7:55 Matching Your Skills to AI Ethics Work
8:45 Specialized Skills: Bias Testing, Audits, UX, and More
10:03 Legal, Stakeholder, and Governance Experience in AI Ethics
10:29 Why User Experience Is Critical for AI Risk Management
11:09 Explainable AI and Technical Skills That Translate
12:44 Do You Need Technical Skills to Work in AI Ethics?
13:15 Socio-Technical Systems: Mostly Social, Not Technical
15:34 CEDA Framework: Context, Inputs, Decision, Action
16:31 Most AI Ethics Tasks Are Non-Technical
17:32 Bringing Domain Expertise Into AI Ethics
18:24 Industries Already Disrupted by AI and Ethics Challenges
19:24 Applying Sector-Specific Knowledge to Ethical Governance
21:19 Case Studies: A Powerful Tool to Gain Experience
24:15 The Role of Background, Degree, and Certification
24:53 Technical Awareness Is Necessary, Not Coding Fluency
25:57 How Your Degree Level and Study Habits Impact Your Path
28:46 Dr. Shea Brown’s Career Journey and Niche in AI Auditing
29:30 The Importance of Finding Your Unique Voice and Niche
33:30 Turning Case Studies Into Actionable Procedures
36:30 Learning by Doing: Empirical vs. Theoretical Approaches
37:59 Encouragement to Pursue Your Own AI Ethics Question

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