• Computer Systems Engineers/Architects
    This is a new or emerging specialty. Information on wages and outlook is not yet available. See the wage and outlook information for the broader occupation.
  • Software Quality Assurance Engineers
    This is a new or emerging specialty. Information on wages and outlook is not yet available. See the wage and outlook information for the broader occupation.
  • Telecommunications Engineering Specialists
    This is a new or emerging specialty. Information on wages and outlook is not yet available. See the wage and outlook information for the broader occupation.

Current Demand
Current demand, represented by one to five stars indicating low to high demand, is calculated with data from the Minnesota Job Vacancy Survey, Occupational Employment Statistics, and Unemployment Insurance Statistics. One star, although low, still represents some demand. An occupation with no evidence of demand will display "N/A" or not applicable. Learn more about occupational demand data.

Projected Total Openings
The number of job openings expected between 2020 and 2030.

This includes openings due to replacement (workers leaving the occupation or retiring) as well as growth. Learn more about employment outlook data.