State of Data Science and Machine Learning
Data Science Is Full of Newbies: A 2021 report on machine learning and data science trends
Machine learning is spreading from big corporations to smaller companies, and many of its practitioners are relatively new to the technology. Almost one in five data scientists active on Kaggle, which hosts machine learning competitions, have been in the field less than one year.