Career paths

The map that connects the whole ecosystem

Each path is a navigation hub linking talent to companies, academic programs, vendors, mentors, real people, and training opportunities — stage by stage.

Every path moves through stages

From first exposure to recognized expertise — with a parallel specialist track.

1Entry-level

2Junior

3Mid-level

4Senior

5Lead / Manager

6Director / Executive

7Specialist / Expert

Explore paths

Click a path to open its full ecosystem hub.

Data Engineer

Build the pipelines and platforms that move and shape data.

2 Companies2 Institutions1 Vendors1 Mentors3 Trainings

Cloud Engineer

Design, deploy, and operate reliable cloud infrastructure.

3 Companies2 Institutions1 Vendors1 Mentors2 Trainings

Cybersecurity Analyst

Protect systems, detect threats, and respond to incidents.

2 Companies1 Institutions1 Vendors1 Mentors2 Trainings

Software Developer

Design and build software products end to end.

2 Companies2 Institutions1 Vendors0 Mentors1 Trainings

Looking for trainings across every path? Browse all learning opportunities →