🧑💼 Job title · Data
Data Scientist
A Data Scientist applies statistics, machine learning, and programming to analyze data and build models that support decisions. The role often involves framing business questions as analytical problems and communicating results.
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What people on One-Career show
Live and anonymous: built from members' own records. A number appears only when at least 5 different people contribute, so no one can be identified.
Skills for this role
Shown when 5+ people contribute. Add your skills
What this role usually needs
9 skills in the shared catalogue · levels 1–4
Builds models and experiments that answer business questions, from data preparation to deployment.
| Skill | Importance | Level |
|---|---|---|
| Machine Learning | Core | Advanced |
| Python | Core | Advanced |
| Statistics | Core | Advanced |
| Communication | Important | Intermediate |
| Data Visualization | Important | Intermediate |
| Experiment Design | Important | Intermediate |
| Pandas | Important | Advanced |
| SQL | Important | Intermediate |
| Deep Learning | Nice to have | Intermediate |
Languages: English B2
Common paths
Often comes from: Data Analyst
Often leads to: Machine Learning Engineer, Lead Data Scientist
Typical, not required. Many people take other routes.
Related
Details are AI-filled from public information and improved by the community; numbers come from members' own records. Spot something wrong? Use “Suggest a correction”.