Top 10 challenge areas for finding qualified IT talent worldwide 2016

Top cyber security talent difficulties worldwide as of 2018

Most demanded cyber security skills in organizations worldwide 2018

Open source professionals' most important open source skills for hiring managers 2018

Skills wanted for IoT industry worldwide 2017

International AI talent by affiliated entity 2017

Most needed AI talents in organizations in the U.S. 2018

Average software developer remuneration globally 2019, by role

Global developers' consideration factors for employer selection 2017

Developer working hours breakdown worldwide 2018

Cross-platform mobile framworks used by developers worldwide 2019

Developer productivity impediments in companies worldwide 2018

Biggest challenges for open source professionals worldwide 2018

U.S. information sector: number of employees 2010-2019

U.S. information sector: number of people hired 2001-2017

Number of tech manufacturing jobs in the United States 2009-2018

Number of telecom and internet services jobs in the United States 2009-2018

Number of software publishing jobs in the United States 2009-2018

Number of computer systems design and related IT jobs in the United States 2009-2018

Number of engineering, R&D, and testing services jobs in the United States 2009-2018

Share of minority group computer occupation workers in the U.S. 2019

Worker gender split in the U.S. tech sector 2018, by state

U.S. women in computing-related occupations 2000-2019

Global tech industry workforce diversity 2019, by gender

Game developer distribution worldwide 2014-2017, by gender