STEMTRACK
Find my path
Back to careers

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

View all
Graduate role Open

Airbus

#AGGP2027 Plant Industrialisation & Business Management

Two-year Airbus graduate programme combining industrialisation, manufacturing and business-management development at the Broughton commercial-aircraft site.

Broughton, United KingdomVariesGraduate / Early CareerPay — Paid
Engineering
Verified opportunityReview details
Graduate role Open

Airbus

AGGP2027 – Graduate Industrial Engineer I

US graduate industrial-engineering programme developing manufacturing and production expertise in Airbus operations.

Kinston, North Carolina, USAOn-siteGraduate / Early CareerPay — Paid
Engineering
Verified opportunityReview details
Internship Deadline not stated

Airbus

Summer Internship - Customer Line Operations & Shop Floor Control

Summer internship supporting aircraft customer-line operations, shop-floor control and industrial integration at Airbus in Mobile.

Mobile, Alabama, USAOn-siteUndergraduatePay — Not stated
Engineering
Verified opportunityReview details

KEEP EXPLORING

Related careers

Advise & Strategise

Technology Consultant

Help organisations choose, design and deliver technology-enabled change.

Computer ScienceEngineeringMathematics

Explore: Accenture · Deloitte

Explore this career

Analyse & Model

Energy Systems Analyst

Model technologies, infrastructure and policy across a changing energy system.

EngineeringPhysicsMathematics

Explore: Shell · BP

Explore this career

Commercialise & Grow

Technical Product Manager

Turn user needs and technical possibilities into a focused product direction.

EngineeringComputer SciencePhysics

Explore: Microsoft · Siemens

Explore this career