Job Ready Paths
Choose the job you want. Each of the 80 roles shows the Skill Packs to finish, in order, from foundation to capstone, with the free certifications and interview questions that go with them. Self-paced, for students, graduates and working professionals.
Turn data into decisions: analysis, dashboards, pipelines and databases.
Data and analytics
Data Analyst
Also: Junior Data Analyst, Business Data Analyst, Reporting Analyst
Answers business questions with data: queries, spreadsheets, statistics and dashboards that managers use.
11 Skill Packs300 hours
Data and analytics
Business Intelligence Developer
Also: Power BI Developer, Tableau Developer, BI Analyst
Builds the data models and dashboards a company runs on, in Power BI, Fabric or Tableau.
13 Skill Packs349 hours
Data and analytics
Data Engineer
Also: Big Data Engineer, ETL Developer, Data Pipeline Engineer
Builds the pipelines and warehouses that move clean data to analysts and models: batch, streaming and big-data tools.
16 Skill Packs443 hours
Data and analytics
Analytics Engineer
Also: dbt Developer, Data Modeller, BI Engineer
Sits between data engineers and analysts: models warehouse data into trusted, tested tables the business can query.
13 Skill Packs343 hours
Data and analytics
Database Administrator (DBA)
Also: DBA, Database Engineer, SQL Server DBA
Keeps databases fast, secure and recoverable: tuning, backups, replication, access control and monitoring.
15 Skill Packs422 hours
Data and analytics
NoSQL and Graph Database Engineer
Also: MongoDB Developer, Redis Engineer, Cassandra Engineer
Designs and runs document, key-value, wide-column, graph and time-series stores for applications that outgrow one SQL database.
12 Skill Packs353 hours