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AI & Machine Learning

Machine Learning Engineer

Machine Learning Engineer is a critical skill in modern ai & machine learning. Master it through hands-on projects, curated resources, and community-driven learning. Complete learning hub with 100+ sources from across the internet.

Salary Range
$85k – $180k
Jobs Available
12,000+
Demand Score
78/100
Time to Learn
3-6 months to job-ready
Get Your Skill ScoreBrowse 12,000+ Jobs

Complete Machine Learning Engineer Learning Hub

Every free & paid resource, tool, community, and platform to master Machine Learning Engineer

Video Tutorials

YouTube
Free video tutorials
freeCodeCamp YouTube
Full-length courses
TechWorld with Nana
DevOps deep-dives

Interactive Courses

Coursera
University-partnered courses
Udemy
Practical skill courses
edX
MIT, Harvard-backed courses
freeCodeCamp
100% free curriculum
Codecademy
Interactive coding lessons
DataCamp
Data-focused tracks

GitHub & Code Repositories

GitHub Search
Top-starred repos
Awesome Lists
Curated resource lists
GitHub Topics
Trending projects
GitHub Trending
This week's trending

Documentation & Guides

MDN Web Docs
Web standards docs
DevDocs
Multi-tech docs in one
roadmap.sh
Career roadmaps
MDN Learn
Foundational learning paths

Q&A and Communities

Stack Overflow
Developer Q&A
Reddit r/learnprogramming
Community advice
Dev.to Community
Developer blogs
Hacker News
Industry conversations

Books & Deep Reading

O'Reilly Learning
Professional tech books
Manning Publications
Deep-dive books
Google Books
All published books
Amazon Books
Reader reviews & ratings

Podcasts & Audio Learning

Spotify Podcasts
Tech-focused shows
Apple Podcasts
Editor-curated shows
Overcast
Podcast search engine

Practice & Coding Platforms

LeetCode
Coding challenges
HackerRank
Skill assessments
Codewars
Kata-style practice
Exercism
Mentored practice
Kaggle
Data science competitions

Newsletters & Blogs

Medium Search
Expert articles
Substack Search
Independent newsletters
Hashnode
Developer-focused blogs

Certifications

AWS Skill Builder
AWS certifications
Microsoft Learn
Azure & MS certs
Google Cloud Skills Boost
GCP certifications
LinkedIn Learning
Cert of completion
Credly
Verified digital badges

Research & Papers

arXiv
Preprint papers
Google Scholar
Academic papers
Papers With Code
ML papers + code

Interactive Learning Labs

KillerCoda
Interactive terminals
Katacoda (Alt)
Scenario-based labs
Play with Docker
Live Docker sandboxes
Google Colab
Free Python notebooks
JupyterLite
Browser-based Jupyter

Live Jobs Requiring Machine Learning Engineer

40 openings indexed right now

Browse all jobs

Machine Learning Engineer

Faculty

UK - London
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Machine Learning Engineer

Faculty

UK - London
Apply →

Machine Learning Engineer

Twilio

Remote - SpainRemote
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Senior Machine Learning Engineer, LLM Inference Optimization

Nebius

Zurich
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Machine Learning Engineer, Core Experimentation

Openai

Seattle
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Machine Learning Engineer

Wayve

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Machine Learning Engineer

Sensmore

Berlin Office
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Senior Machine Learning Engineer, LLM Inference Optimization

Nebius

London
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Top GitHub Repositories

15 trending repos to learn from

ZuzooVn/machine-learning-for-software-engineers

28,879

A complete daily plan for studying to become a machine learning engineer.

stas00/ml-engineering

Python
19,657

Machine Learning Engineering Open Book

apache/predictionio

Scala
12,519

PredictionIO, a machine learning server for developers and ML engineers.

andrewekhalel/MLQuestions

Python
4,958

Machine Learning and Computer Vision Engineer - Technical Interview Questions

lukas/ml-class

Jupyter Notebook
2,606

Machine learning lessons and teaching projects designed for engineers

chris-chris/ml-engineer-roadmap

2,213

WIP: Roadmap to becoming a machine learning engineer in 2020

https-deeplearning-ai/machine-learning-engineering-for-production-public

Jupyter Notebook
1,980

Public repo for DeepLearning.AI MLEP Specialization

K-Dense-AI/karpathy

Python
1,575

An agentic Machine Learning Engineer

Recommended Books

5 books curated from Google Books

Data mining

by I. H. Witten, Ian H. Witten

The Elements of Statistical Learning

by Trevor Hastie, Robert Tibshirani

The AI Engineering Bible For Developers

by Manju Vallayil

Decision Making Handbook

by Jerry Ramonyai

Power equipment engine technology

by Edward Abdo

Salary Impact of Machine Learning Engineer

Estimated earning potential across career levels

Entry Level (0-2y)
$50-80k
₹4 – ₹8 LPA India
Mid-Level (2-5y)
$80-140k
₹8 – ₹18 LPA India
Senior (5+y)
$140-250k+
₹18 – ₹40+ LPA India

Salary ranges are market estimates and vary significantly based on primary job title, location, and seniority level.

How strong is your Machine Learning Engineer?

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