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LEARNING PATH · ADVANCED

Research Scientist → ML Researcher

Transition into ML research roles

Pivot your research expertise into machine learning research in 12–18 months. Master deep learning, research methodologies, and publication.

12–18 months
12 hrs/week
2 tracks
$160,000–$240,000
Start This PathBrowse All Tracks

TARGET ROLE

ML Research Scientist, AI Research Engineer

SALARY RANGE

$160,000–$240,000

DIFFICULTY

Advanced

WHAT'S INCLUDED

Tracks in This Path

This path combines 2 curated learning tracks, sequenced to build on each other.

01

Tech Professional

Advanced ML and deep learning

02

AI Power User

Research methodologies and publication

LEARNING OUTCOMES

What You'll Be Able To Do

By the end of this path, you'll have concrete, job-ready skills.

Master modern deep learning architectures and techniques

Conduct rigorous ML research with proper baselines

Publish ML research papers in top venues

Understand emerging AI techniques and trends

Build a research portfolio and Github profile

Land ML research roles at FAANG or AI labs

FAQ

Common Questions

Do I need a PhD?+
Many ML researchers have PhDs, but not required. Strong portfolio and publications matter most.
Where can I do research without a company?+
Start with Kaggle, preprints on arXiv, and open source contributions. Build credibility then transition.
What's the difference between applied ML and research?+
Research focuses on advancing the field; applied focuses on shipping products. Both valuable, different skill sets.

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Ready to start this path?

Take our 2-minute quiz to confirm this is the right path for you — or dive straight in.

Take the Quiz FirstStart Track 1

Last updated: 2026-03-07