Web developer
Future importance: Medium
Hiring difficulty: High
Long-term growth: Medium
Median income: $58,171
Mobile applications developer
Future importance: Medium
Hiring difficulty: High
Long-term growth: Medium
Median income: $71,900
Change management
Future importance: Medium
Hiring difficulty: Very low
Long-term growth: High
Median income: $95,096
Business intelligence analyst
Future importance: Medium
Hiring difficulty: Very low
Long-term growth: High
Median growth: $66,208
Transformation consultant
Future importance: Medium
Hiring difficulty: Very low
Long-term growth: Medium
Median income: $95,714
Data engineer
Future importance: Medium
Hiring difficulty: High
Long-term growth: High
Median income: $90,436
Machine learning designer, developer, or engineer
Future importance: High
Hiring difficulty: Very low
Long-term growth: High
Median income: $110,899
Software developer or engineer
Future importance: High
Hiring difficulty: Very low
Long-term growth: Medium
Median income: $82,240
Business intelligence architect or developer
Future importance: High
Hiring difficulty: High
Long-term growth: High
Median income: $108,475
IoT designer, developer, or engineer
Future importance: High
Hiring difficulty: Very low
Long-term growth: High
Median income: $95,800
Cyber security engineer or analyst
Future importance: High
Hiring difficulty: Very low
Long-term growth: High
Median income: $74,360
Network engineer or architect
Future importance: High
Hiring difficulty: Very low
Long-term growth: Low
Median income: $84,175
Security management specialist
Future importance: Very high
Hiring difficulty: Very low
Long-term growth: High
Median income: $70,043
