Salary National Average
Low
Medium
High
93640.0000
116440.0000
126700.0000
Supply and Demand
Candidate Supply: 14,093
Job Openings: 5,229
0
50
100
More Difficult
Less Difficult
Short Description:
A Mathematical Programmer, often known as an Optimization Scientist or Mathematical Optimization Engineer, is a professional who applies mathematical modeling and programming techniques to solve complex optimization problems. They play a crucial role in a wide range of industries, including logistics, finance, manufacturing, and transportation, by developing algorithms and software solutions to optimize decision-making processes and resource allocation.
Duties / Responsibilities:
Formulate and model real-world problems as mathematical optimization or linear programming tasks.
Develop algorithms and software applications to solve optimization problems efficiently.
Collaborate with subject matter experts to understand and define the objectives and constraints of optimization projects.
Implement and integrate optimization solutions into existing systems or workflows.
Test and validate optimization models and algorithms, fine-tuning them for improved performance.
Maintain and update optimization software to adapt to changing business requirements.
Analyze and interpret optimization results to make data-driven decisions.
Provide consultation and support to teams and stakeholders on optimization strategies and best practices.
Stay current with advances in mathematical optimization, linear programming, and algorithm development.
Communicate complex mathematical concepts and optimization results to non-technical stakeholders.
Skills / Requirements / Qualifications
Education: Bachelor's, master's, or Ph.D. in mathematics, computer science, operations research, or a related field.
Modeling Software: Proficiency in mathematical modeling and optimization software, such as CPLEX, Gurobi, or open-source tools like PuLP.
Programming: Strong programming skills in languages like Python, Java, or C++.
Mathematical Techniques: Knowledge of mathematical optimization techniques, linear programming, and integer programming.
Analytical: Problem-solving and analytical abilities to formulate and solve optimization problems.
Communication: Excellent communication and teamwork skills for collaboration with interdisciplinary teams and explaining optimization concepts to non-experts.
Industry Knowledge: Familiarity with industry-specific optimization problems and constraints, depending on the sector of employment.
Job Zones
Title: Job Zone Five Extensive Preparation Needed
Education: Most of these occupations require graduate school. For example, they may require a master's degree, and some require a Ph.D., M.D., or J.D. (law degree).
Related Experience: Extensive skills, knowledge, and experience are needed for these occupations. Many require more than five years of experience.
Job Training: Employees may need some on-the-job training, but most of these occupations assume that the person will already have the required skills, knowledge, work-related experience, or training.
Job Zone Examples: These occupations often involve coordinating, training, supervising, or managing the activities of others to accomplish goals. Very advanced communication and organizational skills are required.
Specific Vocational Preparation in years: 4-7 years preparation (8.0 and above)
Share Role Details
Share Mathematical Programmer Role Description
Print Mathematical Programmer Role Description
Return to job listings
Print Mathematical Programmer Role Description
[{"VarianceId":1,"CountryId":1,"City":"Jacksonville","RegionCode":"FL","Geocode":"30.3321838,-81.6556510","SalaryVariance":93,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":2,"CountryId":1,"City":"Birmingham","RegionCode":"AL","Geocode":"33.520290374755859,-86.8115005493164","SalaryVariance":97,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":3,"CountryId":1,"City":"Mobile","RegionCode":"AL","Geocode":"30.686389923095703,-88.053237915039062","SalaryVariance":94,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":4,"CountryId":1,"City":"Montgomery","RegionCode":"AL","Geocode":"32.3668052,-86.2999689","SalaryVariance":92,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":5,"CountryId":1,"City":"Anchorage","RegionCode":"AK","Geocode":"61.2180556,-149.9002778","SalaryVariance":121,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":6,"CountryId":1,"City":"Huntsville","RegionCode":"AL","Geocode":"34.729129791259766,-86.584976196289062","SalaryVariance":100,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":7,"CountryId":1,"City":"Fairbanks","RegionCode":"AK","Geocode":"64.8377778,-147.7163889","SalaryVariance":115,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":8,"CountryId":1,"City":"Phoenix","RegionCode":"AZ","Geocode":"33.4483771,-112.0740373","SalaryVariance":101,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":9,"CountryId":1,"City":"Tucson","RegionCode":"AZ","Geocode":"32.2217429,-110.9264790","SalaryVariance":96,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":10,"CountryId":1,"City":"Fayetteville","RegionCode":"AR","Geocode":"36.0625795,-94.1574263","SalaryVariance":95,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":11,"CountryId":1,"City":"Fort Smith","RegionCode":"AR","Geocode":"35.3859242,-94.3985475","SalaryVariance":82,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":12,"CountryId":1,"City":"Little Rock","RegionCode":"AR","Geocode":"34.7464809,-92.2895948","SalaryVariance":94,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":13,"CountryId":1,"City":"Anaheim","RegionCode":"CA","Geocode":"33.8352932,-117.9145036","SalaryVariance":117,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":14,"CountryId":1,"City":"Bakersfield","RegionCode":"CA","Geocode":"35.3732921,-119.0187125","SalaryVariance":108,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":15,"CountryId":1,"City":"Fresno","RegionCode":"CA","Geocode":"36.7468422,-119.7725868","SalaryVariance":111,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":16,"CountryId":1,"City":"Los Angeles","RegionCode":"CA","Geocode":"34.0522342,-118.2436849","SalaryVariance":117,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":17,"CountryId":1,"City":"Oakland","RegionCode":"CA","Geocode":"37.8043637,-122.2711137","SalaryVariance":141,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":18,"CountryId":1,"City":"Oxnard-Thousand Oaks-Ventura","RegionCode":"CA","Geocode":"34.1843916,-118.8935620","SalaryVariance":110,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":19,"CountryId":1,"City":"Riverside","RegionCode":"CA","Geocode":"33.9461304,-117.4820991","SalaryVariance":107,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":20,"CountryId":1,"City":"Sacramento","RegionCode":"CA","Geocode":"38.5815719,-121.4943996","SalaryVariance":117,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":21,"CountryId":1,"City":"Salinas","RegionCode":"CA","Geocode":"36.6777372,-121.6555013","SalaryVariance":119,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":22,"CountryId":1,"City":"San Diego","RegionCode":"CA","Geocode":"32.7153292,-117.1572551","SalaryVariance":114,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":23,"CountryId":1,"City":"San Francisco","RegionCode":"CA","Geocode":"37.7749295,-122.4194155","SalaryVariance":141,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":24,"CountryId":1,"City":"San Jose","RegionCode":"CA","Geocode":"37.3393857,-121.8949555","SalaryVariance":147,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":25,"CountryId":1,"City":"Santa Barbara","RegionCode":"CA","Geocode":"34.4208305,-119.6981901","SalaryVariance":109,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":26,"CountryId":1,"City":"Santa Rosa","RegionCode":"CA","Geocode":"38.4404674,-122.7144314","SalaryVariance":121,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":27,"CountryId":1,"City":"Stockton","RegionCode":"CA","Geocode":"37.9577016,-121.2907796","SalaryVariance":111,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":28,"CountryId":1,"City":"Boulder","RegionCode":"CO","Geocode":"40.0149856,-105.2705456","SalaryVariance":125,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":29,"CountryId":1,"City":"Colorado Springs","RegionCode":"CO","Geocode":"38.8338816,-104.8213634","SalaryVariance":106,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":30,"CountryId":1,"City":"Denver","RegionCode":"CO","Geocode":"39.7375670,-104.9847179","SalaryVariance":117,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":31,"CountryId":1,"City":"Greeley","RegionCode":"CO","Geocode":"40.4233142,-104.7091322","SalaryVariance":103,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":32,"CountryId":1,"City":"Bridgeport","RegionCode":"CT","Geocode":"41.1865478,-73.1951767","SalaryVariance":124,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":33,"CountryId":1,"City":"Hartford","RegionCode":"CT","Geocode":"41.7637111,-72.6850932","SalaryVariance":119,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":34,"CountryId":1,"City":"New Haven","RegionCode":"CT","Geocode":"41.3081527,-72.9281577","SalaryVariance":118,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":35,"CountryId":1,"City":"Washington","RegionCode":"DC","Geocode":"38.8951118,-77.0363658","SalaryVariance":121,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":36,"CountryId":1,"City":"Dover","RegionCode":"DE","Geocode":"39.1581680,-75.5243682","SalaryVariance":97,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":37,"CountryId":1,"City":"Wilmington","RegionCode":"DE","Geocode":"39.7458333,-75.5466667","SalaryVariance":94,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":38,"CountryId":1,"City":"Clearwater","RegionCode":"FL","Geocode":"27.9658533,-82.8001026","SalaryVariance":98,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":39,"CountryId":1,"City":"Fort Lauderdale","RegionCode":"FL","Geocode":"26.1223084,-80.1433786","SalaryVariance":97,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":40,"CountryId":1,"City":"Miami","RegionCode":"FL","Geocode":"25.7889689,-80.2264393","SalaryVariance":97,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":41,"CountryId":1,"City":"Orlando","RegionCode":"FL","Geocode":"28.5383355,-81.3792365","SalaryVariance":91,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":42,"CountryId":1,"City":"Tallahassee","RegionCode":"FL","Geocode":"30.4382559,-84.2807329","SalaryVariance":91,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":43,"CountryId":1,"City":"Tampa","RegionCode":"FL","Geocode":"27.9505750,-82.4571776","SalaryVariance":96,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":44,"CountryId":1,"City":"West Palm Beach","RegionCode":"FL","Geocode":"26.7153424,-80.0533746","SalaryVariance":100,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":45,"CountryId":1,"City":"Atlanta","RegionCode":"GA","Geocode":"33.7489954,-84.3879824","SalaryVariance":101,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":46,"CountryId":1,"City":"Honolulu","RegionCode":"HI","Geocode":"21.3069444,-157.8583333","SalaryVariance":118,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":47,"CountryId":1,"City":"Boise","RegionCode":"ID","Geocode":"43.6137390,-116.2376510","SalaryVariance":95,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":48,"CountryId":1,"City":"Chicago","RegionCode":"IL","Geocode":"41.8781136,-87.6297982","SalaryVariance":108,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":49,"CountryId":1,"City":"Peoria","RegionCode":"IL","Geocode":"40.6936488,-89.5889864","SalaryVariance":98,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":50,"CountryId":1,"City":"Rockford","RegionCode":"IL","Geocode":"42.2711311,-89.0939952","SalaryVariance":99,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":51,"CountryId":1,"City":"Springfield","RegionCode":"IL","Geocode":"39.7817213,-89.6501481","SalaryVariance":101,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":52,"CountryId":1,"City":"Evansville","RegionCode":"IN","Geocode":"37.9715592,-87.5710898","SalaryVariance":92,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":53,"CountryId":1,"City":"Fort Wayne","RegionCode":"IN","Geocode":"41.0792730,-85.1393513","SalaryVariance":93,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":54,"CountryId":1,"City":"Indianapolis-Carmel","RegionCode":"IN","Geocode":"39.9783710,-86.1180435","SalaryVariance":98,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":55,"CountryId":1,"City":"Des Moines","RegionCode":"IA","Geocode":"41.6005448,-93.6091064","SalaryVariance":102,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":56,"CountryId":1,"City":"Overland Park","RegionCode":"KS","Geocode":"38.9822282,-94.6707917","SalaryVariance":103,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":57,"CountryId":1,"City":"Bowling Green","RegionCode":"KY","Geocode":"36.9903199,-86.4436018","SalaryVariance":84,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":58,"CountryId":1,"City":"Lexington","RegionCode":"KY","Geocode":"38.0405837,-84.5037164","SalaryVariance":95,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":59,"CountryId":1,"City":"Louisville","RegionCode":"KY","Geocode":"38.2526647,-85.7584557","SalaryVariance":96,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":60,"CountryId":1,"City":"New Orleans","RegionCode":"LA","Geocode":"29.9510658,-90.0715323","SalaryVariance":98,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":61,"CountryId":1,"City":"Shreveport","RegionCode":"LA","Geocode":"32.5251516,-93.7501789","SalaryVariance":84,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":62,"CountryId":1,"City":"Portland","RegionCode":"ME","Geocode":"43.6614710,-70.2553259","SalaryVariance":105,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":63,"CountryId":1,"City":"Baltimore","RegionCode":"MD","Geocode":"45.6002421,-122.6796316","SalaryVariance":113,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":64,"CountryId":1,"City":"Boston","RegionCode":"MA","Geocode":"42.3584308,-71.0597732","SalaryVariance":124,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":65,"CountryId":1,"City":"Springfield","RegionCode":"MA","Geocode":"42.1014831,-72.5898110","SalaryVariance":63,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":66,"CountryId":1,"City":"Ann Arbor","RegionCode":"MI","Geocode":"42.2808256,-83.7430378","SalaryVariance":114,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":67,"CountryId":1,"City":"Detroit","RegionCode":"MI","Geocode":"42.3314270,-83.0457538","SalaryVariance":108,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":68,"CountryId":1,"City":"Flint","RegionCode":"MI","Geocode":"43.0125274,-83.6874562","SalaryVariance":96,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":69,"CountryId":1,"City":"Grand Rapids","RegionCode":"MI","Geocode":"42.9633599,-85.6680863","SalaryVariance":98,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":70,"CountryId":1,"City":"Lansing","RegionCode":"MI","Geocode":"42.7325350,-84.5555347","SalaryVariance":105,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":71,"CountryId":1,"City":"Minneapolis-St. Paul-Bloomington","RegionCode":"MN","Geocode":"44.8407980,-93.2982799","SalaryVariance":112,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":72,"CountryId":1,"City":"Jackson","RegionCode":"MS","Geocode":"32.2987573,-90.1848103","SalaryVariance":96,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":73,"CountryId":1,"City":"Kansas City","RegionCode":"MO","Geocode":"39.0997265,-94.5785667","SalaryVariance":101,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":74,"CountryId":1,"City":"Springfield","RegionCode":"MO","Geocode":"37.2089572,-93.2922989","SalaryVariance":101,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":75,"CountryId":1,"City":"St. Louis","RegionCode":"MO","Geocode":"38.6270025,-90.1994042","SalaryVariance":104,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":76,"CountryId":1,"City":"Billings","RegionCode":"MT","Geocode":"45.7832856,-108.5006904","SalaryVariance":98,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":77,"CountryId":1,"City":"Lincoln","RegionCode":"NE","Geocode":"40.8068620,-96.6816790","SalaryVariance":98,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":78,"CountryId":1,"City":"Omaha-Council Bluffs","RegionCode":"NE","Geocode":"41.2619444,-95.8608333","SalaryVariance":102,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":79,"CountryId":1,"City":"Las Vegas","RegionCode":"NV","Geocode":"36.1146460,-115.1728160","SalaryVariance":97,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":80,"CountryId":1,"City":"Reno","RegionCode":"NV","Geocode":"39.5296329,-119.8138027","SalaryVariance":105,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":81,"CountryId":1,"City":"Manchester","RegionCode":"NH","Geocode":"42.9956397,-71.4547891","SalaryVariance":109,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":82,"CountryId":1,"City":"Paramus","RegionCode":"NJ","Geocode":"40.9445428,-74.0754189","SalaryVariance":126,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":83,"CountryId":1,"City":"Trenton-Ewing-Princeton","RegionCode":"NJ","Geocode":"40.2337550,-74.7589760","SalaryVariance":122,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":84,"CountryId":1,"City":"Edison","RegionCode":"NJ","Geocode":"40.5187154,-74.4120953","SalaryVariance":122,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":85,"CountryId":1,"City":"Albuquerque","RegionCode":"NM","Geocode":"35.0844909,-106.6511367","SalaryVariance":101,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":86,"CountryId":1,"City":"Las Cruces","RegionCode":"NM","Geocode":"32.3199396,-106.7636538","SalaryVariance":90,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":87,"CountryId":1,"City":"Albany","RegionCode":"NY","Geocode":"42.6525793,-73.7562317","SalaryVariance":94,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":88,"CountryId":1,"City":"Buffalo","RegionCode":"NY","Geocode":"42.8864468,-78.8783689","SalaryVariance":105,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":89,"CountryId":1,"City":"New York","RegionCode":"NY","Geocode":"40.7143528,-74.0059731","SalaryVariance":126,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":90,"CountryId":1,"City":"Charlotte","RegionCode":"NC","Geocode":"35.2270869,-80.8431267","SalaryVariance":103,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":91,"CountryId":1,"City":"Raleigh","RegionCode":"NC","Geocode":"35.7720960,-78.6386145","SalaryVariance":104,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":92,"CountryId":1,"City":"Fargo","RegionCode":"ND","Geocode":"46.8771863,-96.7898034","SalaryVariance":104,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":93,"CountryId":1,"City":"Akron","RegionCode":"OH","Geocode":"41.0814447,-81.5190053","SalaryVariance":100,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":94,"CountryId":1,"City":"Cincinnati","RegionCode":"OH","Geocode":"39.1031182,-84.5120196","SalaryVariance":105,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":95,"CountryId":1,"City":"Cleveland","RegionCode":"OH","Geocode":"41.4994954,-81.6954088","SalaryVariance":80,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":96,"CountryId":1,"City":"Columbus","RegionCode":"OH","Geocode":"39.9611755,-82.9987942","SalaryVariance":89,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":97,"CountryId":1,"City":"Dayton","RegionCode":"OH","Geocode":"39.7589478,-84.1916069","SalaryVariance":104,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":98,"CountryId":1,"City":"Toledo","RegionCode":"OH","Geocode":"41.6639383,-83.5552120","SalaryVariance":99,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":99,"CountryId":1,"City":"Oklahoma City","RegionCode":"OK","Geocode":"35.4675602,-97.5164276","SalaryVariance":96,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":100,"CountryId":1,"City":"Tulsa","RegionCode":"OK","Geocode":"36.1539816,-95.9927750","SalaryVariance":95,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":101,"CountryId":1,"City":"Eugene","RegionCode":"OR","Geocode":"44.0520691,-123.0867536","SalaryVariance":102,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":102,"CountryId":1,"City":"Portland","RegionCode":"OR","Geocode":"45.5234515,-122.6762071","SalaryVariance":108,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":103,"CountryId":1,"City":"Salem","RegionCode":"OR","Geocode":"44.9428975,-123.0350963","SalaryVariance":105,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":104,"CountryId":1,"City":"Harrisburg","RegionCode":"PA","Geocode":"40.2737002,-76.8844179","SalaryVariance":105,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":105,"CountryId":1,"City":"Philadelphia","RegionCode":"PA","Geocode":"39.9523350,-75.1637890","SalaryVariance":109,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":106,"CountryId":1,"City":"Pittsburgh","RegionCode":"PA","Geocode":"40.4406248,-79.9958864","SalaryVariance":102,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":107,"CountryId":1,"City":"King of Prussia","RegionCode":"PA","Geocode":"40.1012856,-75.3835525","SalaryVariance":106,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":108,"CountryId":1,"City":"San Juan","RegionCode":"PR","Geocode":"18.4663338,-66.1057217","SalaryVariance":65,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":109,"CountryId":1,"City":"Providence","RegionCode":"RI","Geocode":"41.8239891,-71.4128343","SalaryVariance":116,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":110,"CountryId":1,"City":"Charleston","RegionCode":"SC","Geocode":"32.7765656,-79.9309216","SalaryVariance":91,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":111,"CountryId":1,"City":"Columbia","RegionCode":"SC","Geocode":"34.0007104,-81.0348144","SalaryVariance":93,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":112,"CountryId":1,"City":"Greenville","RegionCode":"SC","Geocode":"34.8526176,-82.3940104","SalaryVariance":93,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":113,"CountryId":1,"City":"Rapid City","RegionCode":"SD","Geocode":"44.0805434,-103.2310149","SalaryVariance":90,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":114,"CountryId":1,"City":"Sioux Falls","RegionCode":"SD","Geocode":"43.5499749,-96.7003270","SalaryVariance":96,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":115,"CountryId":1,"City":"Knoxville","RegionCode":"TN","Geocode":"35.9606384,-83.9207392","SalaryVariance":94,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":116,"CountryId":1,"City":"Memphis","RegionCode":"TN","Geocode":"35.1495343,-90.0489801","SalaryVariance":95,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":117,"CountryId":1,"City":"Nashville","RegionCode":"TN","Geocode":"36.1666667,-86.7833333","SalaryVariance":96,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":118,"CountryId":1,"City":"Austin","RegionCode":"TX","Geocode":"30.2671530,-97.7430608","SalaryVariance":103,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":119,"CountryId":1,"City":"Dallas-Fort Worth-Arlington","RegionCode":"TX","Geocode":"32.7356870,-97.1080656","SalaryVariance":101,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":120,"CountryId":1,"City":"Houston","RegionCode":"TX","Geocode":"29.7601927,-95.3693896","SalaryVariance":103,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":121,"CountryId":1,"City":"Edinburg","RegionCode":"TX","Geocode":"26.3017374,-98.1633432","SalaryVariance":85,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":122,"CountryId":1,"City":"Midland","RegionCode":"TX","Geocode":"31.9973456,-102.0779146","SalaryVariance":91,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":123,"CountryId":1,"City":"San Antonio","RegionCode":"TX","Geocode":"29.4241219,-98.4936282","SalaryVariance":94,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":124,"CountryId":1,"City":"Logan","RegionCode":"UT","Geocode":"41.7369803,-111.8338359","SalaryVariance":83,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":125,"CountryId":1,"City":"Provo","RegionCode":"UT","Geocode":"40.2338438,-111.6585337","SalaryVariance":94,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":126,"CountryId":1,"City":"Salt Lake City","RegionCode":"UT","Geocode":"40.7607793,-111.8910474","SalaryVariance":102,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":127,"CountryId":1,"City":"Burlington","RegionCode":"VT","Geocode":"44.4758825,-73.2120720","SalaryVariance":87,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":128,"CountryId":1,"City":"Arlington","RegionCode":"VA","Geocode":"38.8799697,-77.1067698","SalaryVariance":114,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":129,"CountryId":1,"City":"Chesapeake","RegionCode":"VA","Geocode":"36.7682088,-76.2874927","SalaryVariance":98,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":130,"CountryId":1,"City":"Newport News","RegionCode":"VA","Geocode":"37.0870821,-76.4730122","SalaryVariance":97,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":131,"CountryId":1,"City":"Reston","RegionCode":"VA","Geocode":"37.4315734,-78.6568942","SalaryVariance":114,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":132,"CountryId":1,"City":"Richmond","RegionCode":"VA","Geocode":"37.5407246,-77.4360481","SalaryVariance":101,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":133,"CountryId":1,"City":"Seattle-Tacoma-Bellevue","RegionCode":"WA","Geocode":"47.4393448,-122.2613242","SalaryVariance":130,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":134,"CountryId":1,"City":"Charleston","RegionCode":"WV","Geocode":"38.3498195,-81.6326234","SalaryVariance":91,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":135,"CountryId":1,"City":"Huntington","RegionCode":"WV","Geocode":"38.4192496,-82.4451540","SalaryVariance":91,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":136,"CountryId":1,"City":"Green Bay","RegionCode":"WI","Geocode":"44.5191590,-88.0198260","SalaryVariance":87,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":137,"CountryId":1,"City":"Madison","RegionCode":"WI","Geocode":"43.0730517,-89.4012302","SalaryVariance":107,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":138,"CountryId":1,"City":"Milwaukee","RegionCode":"WI","Geocode":"43.0389025,-87.9064736","SalaryVariance":106,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":139,"CountryId":1,"City":"Wausau","RegionCode":"WI","Geocode":"44.9591352,-89.6301221","SalaryVariance":97,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":140,"CountryId":1,"City":"Casper","RegionCode":"WY","Geocode":"42.8666320,-106.3130810","SalaryVariance":98,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":141,"CountryId":1,"City":"Cheyenne","RegionCode":"WY","Geocode":"41.1399814,-104.8202462","SalaryVariance":98,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":208,"CountryId":1,"City":"National","RegionCode":"US","Geocode":"0,0","SalaryVariance":100,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":210,"CountryId":1,"City":"Rochester","RegionCode":"NY","Geocode":"43.161030,-77.610924","SalaryVariance":106,"CountryCountryId":0,"CountryName":null,"CountryCode":null},{"VarianceId":211,"CountryId":1,"City":"Temecula","RegionCode":"CA","Geocode":"33.4933501,-117.1719215","SalaryVariance":118,"CountryCountryId":0,"CountryName":null,"CountryCode":null}]