Ohio Labor Market Information

Online Job Posting Reports

The Online Job Posting Reports are created with “real-time” on-line job ad information and are an auxiliary product of OhioMeansJobs. The reports reflect one aspect of the overall labor market picture in an area and should be used in conjunction with other local labor market information.

Monthly Reports for Ohio and JobsOhio Network Regions

Publications

Ohio

Snapshot of Job Ads
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Southwest Ohio

Snapshot of Job Ads
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Northeast Ohio

Snapshot of Job Ads
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
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2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Central Ohio

Snapshot of Job Ads
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
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2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

West Ohio

Snapshot of Job Ads
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
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2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Southeast Ohio

Snapshot of Job Ads
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
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2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
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2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Northwest Ohio

Snapshot of Job Ads
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
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2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Ohio

Occupations by Ad Demand
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
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2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
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2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Southwest Ohio

Occupations by Ad Demand
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Northeast Ohio

Occupations by Ad Demand
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Central Ohio

Occupations by Ad Demand
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
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2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
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2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

West Ohio

Occupations by Ad Demand
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
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2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
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2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Southeast Ohio

Occupations by Ad Demand
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
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2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
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2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Northwest Ohio

Occupations by Ad Demand
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
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2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Ohio

Internship Ads
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Southwest Ohio

Internship Ads
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Northeast Ohio

Internship Ads
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Central Ohio

Internship Ads
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

West Ohio

Internship Ads
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Southeast Ohio

Internship Ads
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Northwest Ohio

Internship Ads
2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Ohio

Talent Reports
2024 June 2024 May 2024 April 2024 March 2024 February 2024 January 2024
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2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
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2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Southwest Ohio

Talent Reports
2024 June 2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Northeast Ohio

Talent Reports
2024 June 2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Central Ohio

Talent Reports
2024 June 2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

West Ohio

Talent Reports
2024 June 2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Southeast Ohio

Talent Reports
2024 June 2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Northwest Ohio

Talent Reports
2024 June 2024 May 2024 April 2024 March 2024 February 2024 January 2024
2023 December 2023 November 2023 October 2023 September 2023 August 2023 July 2023
2023 June 2023 May 2023 April 2023 March 2023 February 2023 January 2023
2022 December 2022 November 2022 October 2022 September 2022 August 2022 July 2022
2022 June 2022 May 2022 April 2022 March 2022 February 2022 January 2022
2021 December 2021 November 2021 October 2021 September 2021 August 2021 July 2021
2021 June 2021 May 2021 April 2021 March 2021 February 2021 January 2021
2020 December 2020 November 2020 October 2020 September 2020 August 2020 July 2020
2020 June 2020 May 2020 April 2020 March 2020 February 2020 January 2020
2019 December 2019 November 2019 October 2019 September 2019 August 2019 July 2019
2019 June 2019 May 2019 April 2019 March 2019 February 2019 January 2019

Tools & Resources

OhioMeansJobs.com

Search for job postings, learn career skills, meet the requirements of your government benefits, and more. 

Workforce Data Tools

Detailed data about the workforce in Ohio with a focus on Ohio's in-demand occupations.

Details & Definitions

The reports can provide the user community with a practical and cost-effective resource that may support both strategic and operational decision making.

The reports utilize TalentNeuron™’s electronic job postings data. Through this partnership, new data sources and improved methodologies are available to better understand occupational demand over time. This reflects a change from the methodology used to produce reports prior to October 2023.

The reports utilize TalentNeuron™’s algorithms and AI-powered models that access nearly 3 trillion quality data points gathered from more than 28,000 diverse sources, including government reports, job boards, candidate profiles, and proprietary databases. TalentNeuron™'s solutions include its online platform, API and data feed, and strategic consulting.

Frequency: Ohio's Online Job Posting's reports are produced and published monthly. 

Ohio's Online Job Posting Report publishes monthly reports for JobsOhio Network Areas and the state of Ohio, utilizing real-time labor market information (LMI) from TalentNeuron™. Contrasting with primary research, which involves time-consuming data collection and analysis, real-time LMI offers quicker insights but may lack precision and reliability. Primary research methodologies are rigorous but suffer from time lags, cost constraints, and may not meet immediate programmatic needs. Real-time LMI, based on secondary research such as electronic job board data, provides timely information adapted to labor market concepts and coding systems, albeit with some limitations in precision.

Reports are available for the State of Ohio and the six regions of the JobsOhio Network.

Snapshot data for different geographical locations or areas can be made available upon request. However, please note each JobsOhio Network Area contains one or more MSA’s (Metropolitan Statistical Areas), one or more Micro Statistical Areas, and some smaller counties. Reporting on small areas (for example, a report confined to few rural counties instead of an MSA) usually does not make the report more informative. Data for an MSA overwhelms that of a small neighboring county. As a result, if Computer Analyst is the most advertised position in a heavily populated county or MSA, then it will likely also be the most or second most advertised position in the JobsOhio Network Area report. The main difference will be that the totals in the JobsOhio Network Area report will be larger than for an MSA or county report. Most JobsOhio Network Areas contain multiple large areas, each of which contains an MSA.

  1. The Online Job Postings database is not comprehensive. Job advertising is primarily done by posting open positions via online job boards. However, not all jobs are advertised online and not all geographic areas or industries utilize electronic job boards as their singular advertising platform.
  2. Job ads don’t always equal job vacancies. By way of example, some job ad’s objectives are to build a pool of resumes and as such, may not represent actual job vacancies. Also, some ads may be duplicated. While TalentNeuron™ removes a high percentage of duplicate ads across job boards, it may not always be possible to determine whether two ads are for the same position. For example, an ad for a job in one city may be posted in several other cities.
  3. The Online Job Postings database, in and of itself, does not measure the health of the economy. The economic summaries provided in the associated snapshot reports only measure job advertisements or labor demand, not all aspects of economic health. It does not measure job loss that may be occurring at the same time nor an estimate of net gains in employment over time.
  4. Reports are only snapshots of labor market change. Real-time data collection means estimates of labor market demand can change quickly. Job postings may expire or be filled at the same time that new jobs are cueing for inclusion in the database. Given the nature of this real-time data collection environment, trends may be limited to short-term time frames and may also exaggerate seasonal hiring patterns. There are currently no controls or algorithms built in to TalentNeuron™ to account for seasonal labor demand or smooth fluctuations.
  5. The Online Job Postings database was originally intended for business use and not research. Therefore, there are no precise statistical measures of noise in the data nor are there any rigorous measures of variance or error. The data must be used with a measure of analytical judgment/caution and in conjunction with other data.
  6. Many job ads do not include wage/salary information and/or educational requirements. The primary source used for wage/salary is found in the ad posting. If job posting salary information is not included, it is estimated using predictive models relying on historic information. In such instances where there is not enough historic data to estimate salary, U.S. Bureau of Labor Statistics (BLS) labor market data is substituted. Likewise, the primary source used for educational requirements is found in the ad posting. If the ad has no published educational requirements, the BLS education level assignment by Standard Occupational Classification (SOC) is used.

For these reasons, TalentNeuron™ should not be the singular source of information about the labor market.