Vaardigheidsanalyse
Al in bezit
Weinig directe vaardigheidsmatch — de meeste zijn overdraagbare soft skills
Aan te leren
business intelligencetechnieken toepassen voor statistische analysescriteria voor gegevenskwaliteit definiërengegevens normaliserenprocessen voor gegevenskwaliteit implementerendatamininggegevensextractiestatistiek
Leerpad
Data foundations
Maand 1–2 · 6–8 uur/week
Master SQL through Mode Analytics free exercises or SQLZoo
Learn Python basics — focus on pandas and numpy for data manipulation
Complete the Google Data Analytics Certificate on Coursera
Build analytical skills
Maand 3–4 · 5–8 uur/week
Work through Kaggle Learn courses — visualisation, ML intro, feature engineering
Build 2–3 data projects with real datasets and publish on GitHub
Learn Tableau or Power BI for business dashboarding
Domain and communication skills
Maand 5–6 · 4–6 uur/week
Map your Software Engineer domain knowledge to data use cases — this is your competitive edge
Practice presenting data insights to non-technical audiences
Contribute to a public Kaggle competition or open dataset analysis
Job search
Maand 6–7 · ongoing uur/week
Target data analyst or junior data scientist roles in your previous industry — sector knowledge is valued
Network at PyData Amsterdam, DataNL meetups
Target: ING, Philips, ASML, Booking.com — strong data cultures in NL
Salaris impact (Nederland)
| Niveau | Software Engineer | Data Analyst | Wijziging |
|---|---|---|---|
| Junior (0–3 jr) | €46k | €47k | +2% |
| Mid-level (3–7 jr) | €57k | €57k | +0% |
| Senior (7+ jr) | €74k | €70k | -5% |
Bron: CBS OData salarisstatistieken, UWV Arbeidsmarktdata 2025. Bruto jaarsalaris, Nederland. Individuele resultaten variëren per sector, bedrijfsgrootte en regio.