Mathematician
| Median wage (USD) | 121680 |
|---|---|
| Projected employment growth (%) | 8 |
| AI exposure (%) | 69 |
| Maximum exposure (%) | 100 |
| Source | eloundou |
| What AI changes in this occupation | Computation and numerical analysis accelerate sharply Modeling is built with AI assistance Discovering new principles and disseminating knowledge remain human |
| Key skills | AI modeling · Python · assisted research |
| Courses to get ahead | Generative AI: Elevate Your Data Science Career · Coursera · 1 sem. · 88 · You direct generative AI on computation and modeling instead of producing everything by hand. Data Analytics Course with Generative AI · Coursera · 2 sem. · 82 · You apply AI-assisted workflows to practical problems instead of computing everything yourself. Generative AI: Foundations and Concepts · Coursera · 2 sem. · 79 · You explore assumptions with the help of generative models instead of formalizing everything by hand. Python for Data Science · Coursera · 6 sem. · 92 Machine Learning · DeepLearning.AI · 8 sem. · 90 AI for Research · Coursera · 4 sem. · 76 |
| Occupations to pivot toward | Data Scientist · 112590 · 34 · 59 AI/ML Engineer · 140000 · 25 · 68 Software Developer · 133080 · 15 · 45 |
| Skills to acquire for the pivot | Python programming Production deployment (MLOps) Data engineering |
| GPT-4 exposure — beta / zeta (%) | 100 · 100 |