RoleData Engineer
Data · Skills roadmap
Data Engineer tools and skills
Build the pipelines, warehouses and streams that every analyst, data scientist and AI system depends on.
- 32 to 52 weeks to job-ready, part time
- 74 lessons across 21 skills
- 12 portfolio projects
First needed on Beginner
7 skillsIn 80% of postings.
In 78% of postings.
In 66% of postings.
In 72% of postings.
In 28% of postings and used every day.
In 44% of postings.
ShelvesIn 20% of postings
Shelves
First needed on Intermediate
8 skillsIn 96% of postings.
In 68% of postings
In 22% of postings.
In 78% of postings
In 26% of postings
Azure in 54%
In 58% of postings.
In 22% of postings.
Shelves
First needed on Advanced
6 skillsIn 38% of postings.
ShelvesIn 30% of postings.
Increasingly expected for cloud data platforms.
ShelvesIn 24% of postings
In 32% of postings
ShelvesIn 28% of postings