Renat Alimbekov blog on Data Science, ML and LLM: hands-on guides, cases and practice for engineers building AI products

Data Scientist Skills by Level Junior Middle, Senior Roadmap

Data Science is a wide range of skills that include varying levels of knowledge and experience. The competencies required for a beginner Data Scientist will be different from those required for an experienced Data Scientist. The note is based on my observations and experience as a Head of Machine Learning and Data Science, led a team of 35+ people and 7 streams: Fintech, Devices, MobileAd and GEO, Computer Vision, NLP, Internal Projects, CVM.

In this note, we will consider general skills, without delving into the specifics of NLP and Computer Vision specializations.

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