---
esco_uri: http://data.europa.eu/esco/skill/c3e36d05-8ae8-447f-bb2b-6f9409f85389
esco_label: "deliver visual presentation of data"
relation: essential
onet_soc: 15-2051.00
source: model-knowledge
confidence: high
qa_count: 0
generator: gemma3:27b (prompt-designed and spot-checked by Claude)
generated: 2026-07-10
---

# deliver visual presentation of data — Data Scientist

As a Data Scientist, 'delivering visual presentations of data' isn’t about making pretty pictures; it's about *effectively communicating insights* derived from complex analysis to both technical and non-technical audiences. Daily tasks involve transforming raw data & model outputs (think regression coefficients, cluster assignments, feature importance) into charts, graphs, dashboards, or even interactive visualizations that tell a story. You’ll frequently be asked to explain trends, outliers, or the impact of different variables – visuals are *how* you do that quickly and convincingly. Forget static reports; think exploratory data analysis shared live in Jupyter notebooks, or dynamic dashboards tracking key performance indicators.

## Weitere Anreicherung

Stage-2 source for future practitioner grounding: arXiv cs.LG/stat.ML (ML preprints).
