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Data Science

Data Engineer

Every clever dashboard, every machine-learning model, every executive report rests on plumbing that someone built and maintains. Data engineers build that plumbing. They design the pipelines that move information from production systems into warehouses where analysts and scientists can use it, and they keep those pipelines reliable as data volumes grow.

The role suits students who enjoy systems thinking and care about how things actually work under load. Days involve writing transformations in dbt, scheduling jobs in Airflow, and quietly catching bad data before it reaches a decision maker. Excellence shows as pipelines nobody notices because they never break.

You grow into this by writing a lot of SQL, picking up Python, and learning one cloud platform deeply.

US$119,658 median salary in United States¹

man in dress shirt smiling

Skills you'll need

How it works

From brief to credential, in six steps.

  1. Step 01

    Browse challenges aligned to your studies.

  2. Step 02

    Accept the one that fits your goals.

  3. Step 03

    Work through it with AI Copilot guidance.

  4. Step 04

    Submit for structured evaluation.

  5. Step 05

    Earn a verified credential.

  6. Step 06

    Add it to LinkedIn with one click.

Industry teams behind a decade of practitioner briefs

  • SAP
  • BASF
  • Mercedes-Benz
  • Adidas
  • Unilever
  • Nestlé
  • HP
  • dm-drogerie markt
  • Banco Santander
  • Eurail Group
  • Hospital Clínic Barcelona
  • Cavotec
  • Submer Technologies
  • LACER
  • RooMonitor
  • Robert Bosch
  • Evonik
  • Axpo
  • Omya
  • GE Power
  • Heinemann
  • Standard Profil
  • Weisse Arena (LAAX)
  • NEXIONA
  • Elektro-Material
  • Reforestamos México
  • DOGA
  • ABN AMRO
  • ACCIÓ - Catalonia Trade & Investment Office
  • Adan Medical Innovation, SL
  • AECOM
  • AGGITY EUROPE, S.A.
  • ALCOA CORPORATION
  • Allianz SE
  • Arquia Banca
  • ARUP S.A.
  • Asknet AG
  • autobooker.com
  • Baxter AG
  • Bayer AG
  • Bettzeit GmbH
  • Boehringer Ingelheim International GmbH
  • Bombardier Transportation
  • BQ Rohrsysteme GmbH
  • Celsa Group
  • Check Point Software Technologies Ltd.
  • Conrad Electronic SE
  • CONSTRUO.IO
  • dbh Logistics IT AG
  • De'Longhi Group
  • Deutsche Bahn AG
  • Digitec Galaxus AG
  • Duvenbeck Logistik GmbH
  • EDAG Engineering Group AG
  • FESTO SE & Co.KG
  • Harris Computer Systems
  • HAVI Europe Management GmbH & Co. KG
  • Hired Solutions
  • inoviga GmbH
  • Intel Deutschland GmbH
  • Invesco Ltd.
  • jumpp - Frauenbetriebe e.V.
  • Konica Minolta Business Solutions Europe GmbH
  • Krones AG
  • KWS SAAT SE
  • La Farga
  • MAHLE GmbH
  • Mettler-Toledo Rainin, LLC
  • MTU Maintenance
  • Neewee
  • Norddeutsche Landesbank NORD/LB
  • Novartis Pharma AG
  • ORWO Net GmbH
  • Petkus Technologie GmbH
  • Philips GmbH Market DACH
  • Reef World Foundation
  • Rijk Zwaan
  • Rolls-Royce Deutschland Ltd & Co KG
  • Schindler Aufzüge AG
  • Siegfried AG
  • Siemens AG
  • Somfy GmbH
  • Spark44
  • STI Freight Management GmbH
  • Syngenta Crop Protection AG
  • Takeda Manufacturing Austria AG
  • TÜV SÜD
  • Unpluq
  • WEBER-HYDRAULIK GMBH
  • WorkFusion Inc.
  • Zentiva
  • Züblin Spezialtiefbau GmbH

Hiring from this pool?

Sponsor a challenge and meet candidates through actual work.

Industry teams can shape briefs around the skills they hire for, then evaluate students on rubric-scored deliverables — not resumes.

¹ Median annual salary computed from the salary histogram of 50 current Adzuna job postings for "Data Engineer" in United States, fetched May 2026. Skills come from the disciplines tagged on live Ewance challenges for this role.

Portrait: Photo by Kuanish Reymbaev on Unsplash.