Job Search (MLE, Applied and Research Scientist)

Structure:

• ML + Stats Interview.md contains a variety of ML and Stats questions with answers.
• System Design.md contains pointers for System Design frameworks in ML and Soft. Eng. + some typical questions.
• TF+NLP.md contains key parts of big NLP models in TF and pointers towards full code.
• Behavioral.md contains a variety of HR and behavioral questions.
• Communication.md is useful for you to interview the company (potential questions) and to negociate/evaluate the offer.

Nice general read:

• Story 1: Research Scientist ML Job Hunt
• Story 2: Research Scientist/Economist ML Job Hunt
• Pragmatic Engineer
• ML Engineer Interview Map
• Salary + Negociations:
  • Salary
  • Link1
  • Link2
  • Link3
• Some interviews 1

Project Management

• For handling both networking and process, I used ClickUp (sort of an improved Trello) with paying option and was very satisfied.

A bit unrelated, to keep in mind for your own company

• Nice interview format 1