TOP-20 most wanted hard skills for
"machine learning engineer"

👇

ML1248

Python232

AI229

Deep Learning112

TensorFlow100

Java80

PyTorch79

C++77

SQL72

Microsoft Azure70

Apache Spark66

AWS63

scikit-learn51

R48

Docker47

Keras47

Google Cloud47

Agile44

Kubernetes43

NLP42

(based on an analysis of 220 vacancies)

Still not sure where to start?
Give these online courses a try!

Skillshare

Skillshare is a learning platform with online classes taught by the world's best practitioners.

Udemy

Udemy is an online learning and teaching marketplace with over 100000 courses and 24 million students.

edX

edX is a massive open online course provider created by founding partners Harvard and MIT.

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Google Jobs

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Glassdoor

Glassdoor is one of the world's largest recruiting sites offering valuable insights from the people who know best – the employees and candidates.

Dice.com

Dice.com provides 70000+ job openings from tech's hottest employers. Salary estimations, career path tips and insights – everything is here.