Professional: A mid-career freelance data scientist based in The Hague, specializing in predictive analytics for SMEs. Known for strong skills in Python and machine learning, as well as flexibility and client focus. The freelancer works on short-term projects and maintains a stable local client base.
Time horizon: 3–5 years
Strategic issue: With AI tools increasingly automating parts of data science workflows, the professional must decide whether to:
- Deepen expertise in high-value niches like AI ethics, explainable AI, or regulatory compliance;
- Broaden services by moving into consulting and business transformation;
- Or scale impact by building a small agency and hiring junior data analysts.