NCCU: The Story of Data Science and Machine Learning Workshop - Data Science Careers - Sudipta Dasmohapatra, March 4, 2019
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NCCU: The Story of Data Science and Machine Learning Workshop - Data Science Careers - Sudipta Dasmohapatra, March 4, 2019
- 1. Department of Statistical Science BOX 90251, DURHAM, NC 27708-0251 (919) 684-4210, WWW.STAT.DUKE.EDU March 4, 2019 Sudipta Dasmohapatra (sd345@duke.edu) Data Science Careers
- 2. Interactive Exercise • Group of 2 (5 min) • Discuss two questions (ask the other person in your group): • What is your ideal career? What do you want to do in the future? • What is one interesting data about you?
- 3. Big Data Jobs There will be a shortage of talent necessary for organizations to take advantage of big data. By 2018, the United States alone could face a shortage of 140,000 to 190,000 people with deep analytical skills as well as 1.5 million managers and analysts with the know-how to use the analysis of big data to make effective decisions. 3 http://www.mckinsey.com/mgi/publications/big_data/index.asp.
- 4. Data Science Careers You’re a problem solver, a data expert, an analyst, a communicator, and a trusted adviser Data scientists are a mix of mathematicians, trend-spotters, and computer scientists You have a degree in a quantitative field, such as computer science, engineering, physics, statistics, or applied mathematics or data science
- 6. Selected Data Science Careers 2017 State Of Data Science and Machine Learning, KD Nuggets 2018 Industry-wide survey to establish a comprehensive view of the state of data science and machine learning. (over 16,000 responses)
- 7. Tools for Data Scientists 2017 State Of Data Science and Machine Learning, KD Nuggets 2018
- 8. Data Science Careers Data science experts are needed in virtually every job sector—not just in technology The education requirements for data science roles are among the steepest — about 40% of these positions today require you to hold an advanced degree