SkillsJob marketCareer switch

Junior Data Analyst roles in the US: what 50 job posts mentioned most (Jan 2026)

We analyzed 50 junior DA job descriptions and summarized the real work types, skills, and deliverables employers mention most.

Noetify Team·January 23, 2026

10 min read·10 min read

Career switchPortfolio projectsRoadmaps

Stuck in the courses/certs loop? The real blocker is not shipping portfolio deliverables

Courses help you learn tools. Interviews usually come after you ship concrete portfolio outputs a hiring manager can evaluate.

Noetify Team·January 21, 2026

3 min read·3 min read

SkillsRoadmapsPortfolio projects

Active learning for data analysts: use job descriptions as the syllabus

A practical, job-post-driven way to learn data analytics (and the tool we built to make it easier).

Noetify Team·January 20, 2026

2 min read·2 min read