- Ideate - Domain Knowledge, Contextual AI / Data Knowledge
- Design - Algorithms, Data, Features
- Develop - Cloud, Data, ML
- Implement AI - Deploy, End to End Architecture
Observations / Challenges
- Desire to satisfy their intellectual curiosity rather than because a project or technique stands
- Business contexts are those who think about how to scale their algorithms in production
- Passionate about building faster, more efficient data pipelines
- Experienced DS managers who serve as product managers to guide/develop / envision
- The greater the ambiguity of a situation or project, the more important it is to hire people with a commercial and strategic understanding
- Hire talent that has both specialized expertise in AI and business acumen
Keep Exploring!!!
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