Technology Positions Most Difficult to Fill, in Rank Order

Critical Technology Positions vs Difficulty to Fill Technical Occupation Growth in Key Industry Sectors 2012 - 2018

Machine learning/artificial intelligence experts, data scientists, and big data modelers/architects are the hardest roles to fill.

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Private Sector Technology Employment: All States, 2018

Private Sector Technology Employment: Top 15 States, 2018

Private Sector Technology Employment Growth Rate: All States, 2012 - 2018

Private Sector Technology Employment Growth Rate: Top 15 States, 2012 - 2018

Private Sector Technology Employment Growth Rate: Top 15 States, 2017 - 2018

Private Sector Technology Employment: Top 15 States, 2012 - 2018

Hiring Expectations: Key Positions in Next 5 Years

Hiring Expectations: Key Positions in Next 12 Months

MSA Tech Employment Growth, 2012-2018

Overall Satisfaction with Conducting Technology Business in Georgia

Critical Issues Affecting Technology Talent in Georgia

Expectation of Workforce Growth

Talent Satisfaction: 2017 vs. 2018 Surveys

Sources for Hiring Tech Talent

Georgia Technology Workforce Skills

Private Sector Technology Wages: Top 15 States, 2018

Private Sector Technology Wages: All States, 2018

Private Sector Technology Wages: Top 15 States, 2012 - 2018

Private Sector Technology Wage Growth Rate: All States, 2012 - 2018

Private Sector Technology Wage Growth Rate: All States, 2017 - 2018

Private Sector Technology Wage Growth Rate: Top 15 States, 2012 - 2018

Private Sector Technology Wage Growth Rate: Top 15 States, 2017 - 2018

Average Technology Wage: All States, 2018

Average Technology Wage: Top 15 States

MSA Technology Employment: Top 15 States, 2018

Technology Employment by Occupation: Key Georgia MSAs

Critical Technology Positions vs Difficulty to Fill

Technology Positions Most Difficult to Fill, in Rank Order

Technical Occupation Growth in Key Industry Sectors 2012 - 2018

Technology Wages by Occupation: Key Georgia MSAs

High Tech Occupations within Georgia's Healthcare Sector: 2018

High Tech Occupations within Georgia's Communications Sector: 2018

High Tech Occupations within Georgia's FinTech Sector: 2018

High Tech Occupations within Georgia's Media and Entertainment Sector: 2018

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