Data Science (DS) and Machine Learning (ML) are two of the hottest fields in the industry.

Data Science involves using Computer Science and Statistics to generate insights from large amounts of data. Machine Learning is a specific approach to Data Science that involves training algorithms to perform a task.

ENGINEERING AND RESEARCH ROLES

Data Science jobs have been ranked #1 in 2019 in terms of median base salary ($108k), job satisfaction, and the number of job openings. Here are five of the most common Data Science roles. Note that each employer defines these roles differently so it's important to understand the specific knowledge and skills required for each.

• Data Analyst
• Data Scientist
• Data Engineer
• Machine Learning Scientist
• Machine Learning Engineer

SKILLS AND KNOWLEDGE

Along with advanced technical knowledge, organizations are looking for candidates with problem-solving and communication skills. Related coursework, projects, and experience are desired.

• Data Science
• Machine Learning

Center for Data Science

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