Period
to 18 August 2019

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 18 August 2019 with a comparison to the same period in the previous 2 years.

Data Modelling
West Midlands > Staffordshire
6 months to
18 Aug 2019
Same period 2018 Same period 2017
Rank 74 71 85
Rank change year-on-year -3 +14 +5
Permanent jobs citing Data Modelling 4 12 7
As % of all permanent IT jobs advertised in Staffordshire 0.54% 1.37% 0.70%
As % of the Processes & Methodologies category 0.60% 1.51% 0.77%
Number of salaries quoted 3 12 3
Staffordshire median annual salary £45,000 £40,000 £37,500
Median salary % change year-on-year +12.50% +6.67% -6.25%
10th Percentile £29,300 £23,500 £28,250
90th Percentile £47,500 £47,500 £42,350
West Midlands median annual salary £45,000 £50,000 £45,000
% change year-on-year -10.00% +11.11% -

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 662 793 909
As % of all permanent IT jobs advertised in Staffordshire 89.95% 90.73% 90.45%
Number of salaries quoted 559 653 725
Staffordshire median annual salary £40,000 £40,000 £37,500
Median salary % change year-on-year - +6.67% -
10th Percentile £22,500 £22,600 £21,250
90th Percentile £55,000 £57,500 £55,850
West Midlands median annual salary £45,000 £43,000 £40,000
% change year-on-year +4.65% +7.50% -

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 18 August 2019.

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 18 August 2019. 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
Stafford - 2 £45,000 -
Burton-upon-Trent +9 1 - - 1
Lichfield - 1 £27,000 -
Data Modelling
West Midlands

For the 6 months to 18 August 2019, 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 3 (75.00%) Business Intelligence
1 3 (75.00%) Project Management
1 3 (75.00%) Power BI
1 3 (75.00%) Power Platform
2 2 (50.00%) Technology Roadmap
2 2 (50.00%) Public Sector
2 2 (50.00%) Prescriptive Analytics
2 2 (50.00%) Analytics
2 2 (50.00%) BusinessObjects
2 2 (50.00%) Predictive Analytics
2 2 (50.00%) Visualisation
2 2 (50.00%) Predictive Modelling
2 2 (50.00%) Tableau
2 2 (50.00%) Continuous Improvement
2 2 (50.00%) Data Quality
2 2 (50.00%) Analytical Skills
2 2 (50.00%) Agile Software Development
2 2 (50.00%) Service Delivery
2 2 (50.00%) SQL Server
2 2 (50.00%) SAP
3 1 (25.00%) Windows
3 1 (25.00%) Windows 2000
3 1 (25.00%) Microsoft Excel
3 1 (25.00%) MS Access
3 1 (25.00%) SharePoint
3 1 (25.00%) DHCP
3 1 (25.00%) VPN
3 1 (25.00%) DNS
3 1 (25.00%) Microsoft Office
3 1 (25.00%) Microsoft

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:

Application Platforms
1 1 (25.00%) SharePoint
Applications
1 1 (25.00%) Microsoft Excel
1 1 (25.00%) Microsoft Office
Cloud Services
1 3 (75.00%) Power Platform
2 1 (25.00%) Microsoft Azure
2 1 (25.00%) Office 365
2 1 (25.00%) OneDrive
Communications & Networking
1 1 (25.00%) DHCP
1 1 (25.00%) DNS
1 1 (25.00%) Firewall
1 1 (25.00%) VLAN
1 1 (25.00%) VPN
Database & Business Intelligence
1 3 (75.00%) Power BI
2 2 (50.00%) BusinessObjects
2 2 (50.00%) SQL Server
3 1 (25.00%) MS Access
3 1 (25.00%) SQL Server 2012
3 1 (25.00%) SQL Server Integration Services
3 1 (25.00%) SQL Server Reporting Services
General
1 2 (50.00%) Public Sector
2 1 (25.00%) Finance
2 1 (25.00%) Manufacturing
2 1 (25.00%) Pharmaceutical
Job Titles
1 1 (25.00%) Business Intelligence Manager
1 1 (25.00%) DBA
1 1 (25.00%) Head of Business Intelligence
1 1 (25.00%) IT Manager
1 1 (25.00%) SQL DBA
1 1 (25.00%) SQL Server DBA
Libraries, Frameworks & Software Standards
1 1 (25.00%) .NET
Miscellaneous
1 2 (50.00%) Analytical Skills
Operating Systems
1 1 (25.00%) Windows
1 1 (25.00%) Windows 2000
1 1 (25.00%) Windows Server
Processes & Methodologies
1 3 (75.00%) Business Intelligence
1 3 (75.00%) Project Management
2 2 (50.00%) Agile Software Development
2 2 (50.00%) Analytics
2 2 (50.00%) Continuous Improvement
2 2 (50.00%) Predictive Analytics
2 2 (50.00%) Predictive Modelling
2 2 (50.00%) Prescriptive Analytics
2 2 (50.00%) Service Delivery
2 2 (50.00%) Technology Roadmap
2 2 (50.00%) Visualisation
3 1 (25.00%) Change Management
3 1 (25.00%) Data Protection
3 1 (25.00%) Hardware Maintenance
3 1 (25.00%) Logical Data Model
3 1 (25.00%) Network Management
3 1 (25.00%) Performance Tuning
3 1 (25.00%) Physical Data Model
3 1 (25.00%) Problem-Solving
3 1 (25.00%) Stakeholder Management
Programming Languages
1 1 (25.00%) PowerShell
1 1 (25.00%) SQL
1 1 (25.00%) T-SQL
1 1 (25.00%) VB.NET
1 1 (25.00%) VBA
Quality Assurance & Compliance
1 2 (50.00%) Data Quality
System Software
1 1 (25.00%) Active Directory
1 1 (25.00%) Hyper-V
1 1 (25.00%) Virtual Machines
Vendors
1 2 (50.00%) SAP
1 2 (50.00%) Tableau
2 1 (25.00%) Microsoft