Book description
Despite the excitement around "data science," "big data," and "analytics," the ambiguity of these terms has led to poor communication between data scientists and organizations seeking their help. In this report, authors Harlan Harris, Sean Murphy, and Marck Vaisman examine their survey of several hundred data science practitioners in mid-2012, when they asked respondents how they viewed their skills, careers, and experiences with prospective employers. The results are striking.
Based on the survey data, the authors found that data scientists today can be clustered into four subgroups, each with a different mix of skillsets. Their purpose is to identify a new, more precise vocabulary for data science roles, teams, and career paths.
This report describes:
- Four data scientist clusters: Data Businesspeople, Data Creatives, Data Developers, and Data Researchers
- Cases in miscommunication between data scientists and organizations looking to hire
- Why "T-shaped" data scientists have an advantage in breadth and depth of skills
- How organizations can apply the survey results to identify, train, integrate, team up, and promote data scientists
Publisher resources
Product information
- Title: Analyzing the Analyzers
- Author(s):
- Release date: June 2013
- Publisher(s): O'Reilly Media, Inc.
- ISBN: 9781449368241
You might also like
book
Tricks of the Microsoft Windows Vista Masters
All over the world, Windows gurus have been working overtime to uncover the hottest new Windows …
article
Reinventing the Organization for GenAI and LLMs
Previous technology breakthroughs did not upend organizational structure, but generative AI and LLMs will. We now …
book
Pitching and Closing: Everything You Need to Know About Business Development, Partnerships, and Making Deals that Matter
EVERYTHING YOU NEED TO BUILD REVENUE-GENERATING PARTNERSHIPS Corporations have profited from strong business development strategies for …
book
Social Marketology: Improve Your Social Media Processes and Get Customers to Stay Forever
Manage all your social media marketing efforts with repeatable, improvable processes Winner of a 2013 Small …
