7. Project Management

Average annual salary in 2016: $99,430

Number of respondents: 673

Top certifications in this group include the PMP (Project Management Professional), for which the average annual salary last year was $105,415. Other key certifications here: CompTIA Project+ ($92,593) and Certified Scrum Master ($107,258).