While the job market has dramatically improved and unemployment has hovered around historically low levels, where you live can have a huge impact on the availability of work.

Whether you lost your job or merely want a better one, moving may increase your chances of finding the work you want. Exactly which jobs are available varies from market to market, and Glassdoor broke down 25 Best Cities for Jobs in 2017 using three equally weighted factors:

  1. How easy it is to get a job (hiring opportunity).
  2. How affordable it is to live there (cost of living).
  3. How satisfied are employees working there (job satisfaction)?

"Big, metropolitan cities may be more famous than others, including being home to some amazing companies to work for, but this recognition is also what contributes to them being among the most expensive places to live," said Glassdoor Chief Economist Andrew Chamberlain in a press release. "People may be overlooking mid sized cities like Pittsburgh or St. Louis if they are looking to relocate or find new opportunities."

The report shows that many mid-size cities offer the best mix. They have a strong job market, but also offer affordable homes, leading to happier workers.

Rank City Job openings Median salary Median home value Hot jobs
25. Dallas-Fort Worth, TX 249,235 $49,000 $211,000 Software Engineer, Financial Analyst, Server
24. Charlotte, NC 78,285 $45,000 $174,800 Business Analyst, Sales Consultant, Clinical Nurse
23. Chicago, IL 332,546 $50,000 $211,200 Occupational Therapist, Manufacturing Engineer, Account Executive
22. San Jose, CA 106,809 $100,000 $1,013,700 Software Development Engineer, Marketing Manager, Test Engineer
21. Milwaukee, WI 63,772 $46,000 $215,500 Civil Engineer, Medical Assistant, Sales Consultant
20. Nashville, TN 80,192 $42,000 $220,100 Professor, Licensed Practical Nurse, Restaurant Server
19. Baltimore, MD 123,370 $48,000 $261,000 Project Manager, Controls Engineer, Executive Assistant
18. Atlanta, GA 195,021 $46,000 $179,900 Mechanical Engineer, Physical Therapist, Marketing Manager
17. Seattle, WA 187,741 $65,000 $447,100 Software Development Engineer, Technical Program Manager, Barista
16. Washington, DC 293,481 $62,000 $382,600 Systems Engineer, Financial Analyst, Risk Consultant
15. Oklahoma City, OK 43,898 $36,000 $134,900 Compliance Manager, Medical Assistant, Restaurant Manager
14. Hartford, CT 46,274 $55,000 $223,100 Physician Assistant, Professor, Mechanical Engineer
13. Minneapolis-St. Paul, MN 151,656 $52,000 $247,400 Manufacturing Engineer, Graphic Designer, Sales Associate
12. Detroit, MI 119,567 $46,344 $141,000 Business Operations Manager, Software Engineer, Auto Technician
11. Birmingham, AL 40,123 $38,000 $133,400 Marketing Manager, Insurance Agent, Truck Driver 
10. Louisville, KY 49,213 $40,138 $148,600 Mechanical Engineer, Nurse Manager, Warehouse Associate 
9. Cleveland, OH 66,410 $43,000 $134,600 DevOps Engineer, Consultant, Sales Associate
8. Cincinnati, OH 79,554 $44,637 $152,600 Data Engineer, Medical Assistant, Account Executive
7. Columbus, OH 78,370 $45,000 $162,500 Office Manager, Database Administrator, Restaurant Manager,
6. Memphis, TN 42,347 $41,200 $119,700 Physical Therapist, Software Engineer, Maintenance Technician
5. St. Louis, MO 104,725 $45,600 $148,600 Electrical Engineer, Communications Manager, Recruiter
4. Raleigh-Durham, NC 65,810 $50,000 $228,200 Mobile Developer, Physician, Civil Engineer
3. Kansas City, MO 90,649 $45,000 $159,400 Software Engineer, Research Associate, Audit Manager
2. Indianapolis, IN 80,561 $43,000 $138,100 DevOps Engineer, Marketing Manager, Machine Operator
1. Pittsburgh, PA 95,399 $44,000 $137,400 Civil Engineer, Project Manager, Registered Nurse
A pair of feet stand on a floor full of arrows.

Just because one city has more jobs does not mean you should move there. Image source: Getty Images.

Should you move for work?

Of course, just because one city or another has better job prospects does not mean you should move. Some cities are better suited for workers in specific professions, and the best opportunities for you and your career might not be in one of the cities above. Additionally, before packing up and making a move, you should factor in what your prospects are where you live now. It's also important to consider all the other non-work things that go into life -- family, friends, and whether you would be happy in a new city.

If you're willing to move, find a job first, and move second. When you apply for work however, make it clear you are looking to move to that city, and if possible include a reason in your cover letter. "I have family in the city" or "I'm eager to live in a warm weather climate" may go a long way toward convincing a recruiter you're serious and not just kicking the tires.