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CAREER PROFILE · Analyse & Model

Data Scientist

Use data, statistics and computation to answer consequential questions.

MathematicsComputer SciencePhysicsEngineering

01 · THE ROLE

What is this career?

Data scientists formulate analytical questions, build models and communicate what the evidence can—and cannot—support.

02 · THE WORK

What people actually do

  • Clean and explore complex datasets
  • Develop and evaluate statistical or machine-learning models
  • Translate results for technical and non-technical decision-makers
A typical project

Forecast equipment failure while designing evaluation criteria that reflect operational costs and false alarms.

03 · THE TOOLKIT

Skills that matter

01Statistics
02Programming
03Model evaluation
04Data communication
05Domain reasoning

04 · ROUTES IN

More than one pathway

Helpful for research-heavy specialisms but not mandatory when candidates demonstrate strong applied work.

Applied route

01Quantitative degree
02Data project or internship
03Graduate data scientist
Data Scientist

Research route

01Quantitative degree
02Advanced study in statistics or ML
03Research data scientist
Data Scientist

05 · BECOMING COMPETITIVE

Build evidence, not just interest.

Strong candidates explain assumptions, uncertainty and impact—not only model accuracy.

  1. Quantitative STEM degree
  2. Portfolio or research project using real data
  3. Graduate data, analytics or research role

EDITORIAL CONNECTIONS

Employers to explore

Starting points based on related technical work—not evidence of a current vacancy.

MicrosoftTechnologyGoogleTechnologyPalantirTechnologySiemensTechnology · Energy

OPPORTUNITIES

Related opportunities on STEMTRACK

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Internship Deadline not stated

Accenture

Data & AI Intern - Accenture Internship Program - Athens

Data and AI consulting internship spanning generative AI, analytics and data-engineering work in Athens.

Athens, GreeceWork format not statedUndergraduate · Master’s / PostgraduatePay — Paid
Computer ScienceEngineeringMathematics
Verified opportunity
Review details
Internship Deadline not stated

BASF

Internship Predictive Maintenance (m/f/d)

Engineering internship applying predictive-maintenance, data and digital tools to improve industrial-plant reliability.

Ludwigshafen am Rhein, GermanyOn-siteUndergraduate · Master’s / PostgraduatePay — Paid · Internship remuneration provided
EngineeringPhysicsMathematics
Verified opportunity
Review details
Internship Deadline not stated

ASML

Physics | Data Science internship: predictive imaging diagnostics

Master's internship applying data analysis, statistics and imaging physics to diagnose lithography-system performance.

Veldhoven, NetherlandsHybridMaster’s / PostgraduatePay — Not stated
PhysicsEngineeringComputer Science
Verified opportunity
Review details

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