Period
to 19 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Staffordshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 19 November 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
West Midlands > Staffordshire
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 67 87 94
Rank change year-on-year +20 +7 -21
Permanent jobs citing Data Modelling 8 12 20
As % of all permanent IT jobs advertised in Staffordshire 1.09% 1.01% 1.60%
As % of the Processes & Methodologies category 1.16% 1.14% 1.71%
Number of salaries quoted 8 6 19
Staffordshire median annual salary £40,000 £37,500 £40,000
Median salary % change year-on-year +6.67% -6.25% +3.90%
10th Percentile £29,500 £33,125 £35,000
90th Percentile £47,875 £42,250 £56,500
West Midlands median annual salary £51,250 £47,500 £45,000
% change year-on-year +7.89% +5.56% +5.88%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Staffordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Staffordshire
Permanent vacancies with a requirement for process or methodology skills 688 1,052 1,173
As % of all permanent IT jobs advertised in Staffordshire 93.99% 88.26% 93.99%
Number of salaries quoted 585 852 1,036
Staffordshire median annual salary £40,000 £37,500 £37,500
Median salary % change year-on-year +6.67% - +5.63%
10th Percentile £23,600 £21,775 £22,875
90th Percentile £53,750 £60,000 £56,250
West Midlands median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

Data Modelling
Job Vacancy Trend in Staffordshire

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Staffordshire.

Job vacancy trend for Data Modelling in Staffordshire

Data Modelling
Salary Trend in Staffordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Staffordshire.

Salary trend for Data Modelling in Staffordshire

Data Modelling
Salary Histogram in Staffordshire

The salary distribution of IT jobs citing Data Modelling in Staffordshire over the 6 months to 19 November 2018.

Salary histogram for Data Modelling in Staffordshire

Data Modelling
Job Locations in Staffordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Staffordshire region over the 6 months to 19 November 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Stoke-on-Trent -2 6 £42,500 +21.43%
Burton-upon-Trent - 1 £37,500 -
Data Modelling
West Midlands

For the 6 months to 19 November 2018, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Staffordshire region with a requirement for Data Modelling.

1 5 (62.50%) SQL Server
1 5 (62.50%) Business Intelligence
1 5 (62.50%) SQL
1 5 (62.50%) SQL Server Reporting Services
2 4 (50.00%) Relational Database
2 4 (50.00%) Analytical Skills
2 4 (50.00%) OLTP
2 4 (50.00%) Microsoft Excel
2 4 (50.00%) SQL Server Integration Services
3 3 (37.50%) Cognos
3 3 (37.50%) Microsoft
3 3 (37.50%) BusinessObjects
3 3 (37.50%) Analytical Thinking
3 3 (37.50%) Problem-Solving
4 2 (25.00%) Oracle
4 2 (25.00%) Business Analysis
4 2 (25.00%) T-SQL
4 2 (25.00%) Project Management
5 1 (12.50%) Agile Software Development
5 1 (12.50%) Data Security
5 1 (12.50%) Marketing
5 1 (12.50%) User Acceptance Testing
5 1 (12.50%) Performance Management
5 1 (12.50%) Capacity Planning
5 1 (12.50%) Metadata Management
5 1 (12.50%) MySQL
5 1 (12.50%) MicroStrategy
5 1 (12.50%) Internet
5 1 (12.50%) Data Warehouse
5 1 (12.50%) E-Commerce

Data Modelling
Co-occurring IT Skills in Staffordshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 4 (50.00%) Microsoft Excel
Communications & Networking
1 1 (12.50%) Internet
Database & Business Intelligence
1 5 (62.50%) SQL Server
1 5 (62.50%) SQL Server Reporting Services
2 4 (50.00%) OLTP
2 4 (50.00%) Relational Database
2 4 (50.00%) SQL Server Integration Services
3 3 (37.50%) BusinessObjects
4 1 (12.50%) Data Warehouse
4 1 (12.50%) MySQL
4 1 (12.50%) Oracle Reports
4 1 (12.50%) Power BI
4 1 (12.50%) SQL Server 2016
General
1 1 (12.50%) Marketing
Job Titles
1 7 (87.50%) Developer
2 2 (25.00%) Business Intelligence Developer
2 2 (25.00%) Report Developer
2 2 (25.00%) SQL Developer
3 1 (12.50%) Business Developer
3 1 (12.50%) Cognos Developer
3 1 (12.50%) Database Developer
3 1 (12.50%) Junior
3 1 (12.50%) Junior Cognos Developer
3 1 (12.50%) Junior Developer
3 1 (12.50%) Junior Report Developer
3 1 (12.50%) Junior SAP BusinessObjects Developer
3 1 (12.50%) MicroStrategy Developer
3 1 (12.50%) SAP BusinessObjects (BO) Developer
3 1 (12.50%) SQL BI Developer
3 1 (12.50%) SQL Database Developer
3 1 (12.50%) SSRS Developer
3 1 (12.50%) SSRS Specialist
3 1 (12.50%) Systems Developer
Libraries, Frameworks & Software Standards
1 1 (12.50%) XML
Miscellaneous
1 4 (50.00%) Analytical Skills
2 1 (12.50%) Analytical Mindset
2 1 (12.50%) Data Structures
2 1 (12.50%) Greenfield Project
Processes & Methodologies
1 5 (62.50%) Business Intelligence
2 3 (37.50%) Analytical Thinking
2 3 (37.50%) Problem-Solving
3 2 (25.00%) Business Analysis
3 2 (25.00%) Project Management
4 1 (12.50%) Agile Software Development
4 1 (12.50%) Capacity Planning
4 1 (12.50%) Data Analysis
4 1 (12.50%) Data Security
4 1 (12.50%) E-Commerce
4 1 (12.50%) ERP
4 1 (12.50%) Metadata Management
4 1 (12.50%) Performance Management
4 1 (12.50%) Storage Management
4 1 (12.50%) User Acceptance Testing
Programming Languages
1 5 (62.50%) SQL
2 2 (25.00%) T-SQL
Vendors
1 3 (37.50%) Cognos
1 3 (37.50%) Microsoft
2 2 (25.00%) Oracle
3 1 (12.50%) MicroStrategy
3 1 (12.50%) SAP