Data Scientists and Machine Learning Developers are often grouped together because machine learning is a dominant subset of data science. Data scientists work with big data, data analysis, data visualization, computer programming, machine learning — and much more. Machine learning developers use the statistical models and algorithms computer systems use to perform tasks, using patterns and inference rather than specific instructions. Many complex subsets exist within subsets and expert disciplines are involved at every level. Qualifications include relevant master’s degrees or PhDs, bachelor’s degrees in computer science and more.
Top jobs in Data Science & Machine Learning include: Data Analyst, Data Architect and Software Engineer.