The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Staffordshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 65 66 77
Rank change year-on-year
+1 +11
Permanent jobs citing Data Modelling 12 7 10
As % of all permanent IT jobs located in Staffordshire 1.79% 1.14% 1.41%
As % of the Processes & Methodologies category 2.01% 1.33% 1.75%
Number of salaries quoted 11 5 6
Median salary £38,500 £40,000 £58,750
Median salary % change year-on-year
-3.75% -31.91%
90% offered a salary of more than £30,000 £20,800 £26,750
10% offered a salary of more than £45,000 £49,000 £65,000
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
Data Modelling
West Midlands

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Staffordshire region.

Processes & Methodologies Category
Staffordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
598 526 570
As % of all permanent IT jobs located in Staffordshire 89.25% 85.67% 80.17%
Number of salaries quoted 523 458 448
Median salary £40,000 £40,000 £37,500
Median salary % change year-on-year
- +6.66%
90% offered a salary of more than £25,000 £30,000 £24,000
10% offered a salary of more than £55,000 £57,500 £57,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in Staffordshire

The demand trend of job ads across the Staffordshire region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend 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 across the Staffordshire region.

Data Modelling Salary Trend in Staffordshire

Data Modelling
Salary Histogram in Staffordshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Staffordshire region over the 3 months to 27 May 2016.

Data Modelling Salary Histogram 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 3 months to 27 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Stoke-on-Trent -7 7 £37,500 +78.57%
Burton-upon-Trent - 2 £50,750 - 1
Cannock - 1 £38,500 -
Data Modelling
West Midlands

Data Modelling
Top 30 Related IT Skills in Staffordshire

For the 6 months to 27 May 2016, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Staffordshire region with a requirement for Data Modelling.

1 35 (77.78%) SQL
2 21 (46.67%) Business Intelligence
3 17 (37.78%) Analytics
4 16 (35.56%) Analytical Skills
5 14 (31.11%) Visualisation
5 14 (31.11%) Cognos
5 14 (31.11%) SQL Server
5 14 (31.11%) BusinessObjects
6 13 (28.89%) Business Analysis
7 10 (22.22%) SQL Server Integration Services
8 9 (20.00%) Agile Software Development
8 9 (20.00%) Data Analysis
8 9 (20.00%) User Acceptance Testing
8 9 (20.00%) Microsoft
9 8 (17.78%) T-SQL
9 8 (17.78%) Data Warehouse
9 8 (17.78%) Data Structures
9 8 (17.78%) Performance Monitoring
10 7 (15.56%) Degree
10 7 (15.56%) ERP
10 7 (15.56%) ETL
10 7 (15.56%) MicroStrategy
10 7 (15.56%) .NET
11 6 (13.33%) Replication
11 6 (13.33%) Statistics
11 6 (13.33%) Marketing
11 6 (13.33%) SQL Server Reporting Services
11 6 (13.33%) SQL Server 2008
11 6 (13.33%) Performance Tuning
12 5 (11.11%) Metadata Management

Data Modelling
Top Related 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 2 (4.44%) BizTalk Server
2 1 (2.22%) CMS
2 1 (2.22%) SAS
2 1 (2.22%) Sitecore CMS
2 1 (2.22%) Umbraco
Applications
1 2 (4.44%) MS Excel
1 2 (4.44%) MS Office
1 2 (4.44%) SPSS
Business Applications
1 2 (4.44%) Dynamics AX
1 2 (4.44%) Dynamics CRM
Cloud Services
1 2 (4.44%) Google Analytics
1 2 (4.44%) IaaS
1 2 (4.44%) PaaS
1 2 (4.44%) SaaS
Database & Business Intelligence
1 14 (31.11%) BusinessObjects
1 14 (31.11%) SQL Server
2 10 (22.22%) SQL Server Integration Services
3 8 (17.78%) Data Warehouse
4 6 (13.33%) SQL Server 2008
4 6 (13.33%) SQL Server Reporting Services
5 5 (11.11%) Data Mining
5 5 (11.11%) OLTP
6 4 (8.89%) Relational Database
7 3 (6.67%) SQL Server Analysis Services
8 1 (2.22%) Big Data
Development Applications
1 4 (8.89%) ERwin
1 4 (8.89%) JIRA
1 4 (8.89%) Subversion
1 4 (8.89%) TeamCity
2 2 (4.44%) Team Foundation Server
General
1 6 (13.33%) Marketing
2 5 (11.11%) Retail
3 2 (4.44%) Advertising
3 2 (4.44%) Finance
3 2 (4.44%) Games
3 2 (4.44%) Pharmaceutical
4 1 (2.22%) Manufacturing
Job Titles
1 31 (68.89%) Developer
2 13 (28.89%) Report Developer
3 12 (26.67%) SQL Developer
4 11 (24.44%) Business Developer
4 11 (24.44%) DBA
5 10 (22.22%) Analyst
5 10 (22.22%) Business Objects Developer
5 10 (22.22%) SQL DBA
6 9 (20.00%) Administrator
7 8 (17.78%) Cognos Developer
7 8 (17.78%) Data Warehouse Developer
8 5 (11.11%) Commercial Analyst
8 5 (11.11%) Database Developer
8 5 (11.11%) Forecast Analyst
8 5 (11.11%) MIS Developer
8 5 (11.11%) SQL Database Developer
8 5 (11.11%) SSIS Developer
9 4 (8.89%) MicroStrategy Developer
9 4 (8.89%) SQL Server Developer
10 3 (6.67%) Business Analyst
Libraries, Frameworks & Software Standards
1 7 (15.56%) .NET
2 2 (4.44%) .NET Framework
2 2 (4.44%) Entity Framework
3 1 (2.22%) CSS
3 1 (2.22%) HTML
3 1 (2.22%) jQuery
3 1 (2.22%) JSON
3 1 (2.22%) Web Services
3 1 (2.22%) XML
Miscellaneous
1 16 (35.56%) Analytical Skills
2 14 (31.11%) Visualisation
3 8 (17.78%) Data Structures
4 6 (13.33%) Replication
4 6 (13.33%) Statistics
5 5 (11.11%) FMCG
6 2 (4.44%) Computer Science
6 2 (4.44%) Management Information System
6 2 (4.44%) NHS
7 1 (2.22%) Life Science
7 1 (2.22%) Mathematics
Operating Systems
1 3 (6.67%) Linux
1 3 (6.67%) Unix
2 2 (4.44%) Windows
2 2 (4.44%) Windows Server
Processes & Methodologies
1 21 (46.67%) Business Intelligence
2 17 (37.78%) Analytics
3 13 (28.89%) Business Analysis
4 9 (20.00%) Agile Software Development
4 9 (20.00%) Data Analysis
4 9 (20.00%) User Acceptance Testing
5 8 (17.78%) Performance Monitoring
6 7 (15.56%) ERP
6 7 (15.56%) ETL
7 6 (13.33%) Performance Tuning
8 5 (11.11%) Capacity Planning
8 5 (11.11%) Data Security
8 5 (11.11%) Metadata Management
8 5 (11.11%) Performance Management
9 4 (8.89%) Business Continuity
9 4 (8.89%) Continuous Integration
9 4 (8.89%) Data Management
9 4 (8.89%) ITIL
9 4 (8.89%) Risk Assessment
10 3 (6.67%) Waterfall
Programming Languages
1 35 (77.78%) SQL
2 8 (17.78%) T-SQL
3 5 (11.11%) C#
4 3 (6.67%) Shell Script
5 1 (2.22%) JavaScript
Qualifications
1 7 (15.56%) Degree
2 1 (2.22%) Microsoft Certification
Vendors
1 14 (31.11%) Cognos
2 9 (20.00%) Microsoft
3 7 (15.56%) MicroStrategy
4 5 (11.11%) Oracle
5 3 (6.67%) SAP
6 2 (4.44%) Google
6 2 (4.44%) IDERA
7 1 (2.22%) EPiServer
7 1 (2.22%) Sitecore
7 1 (2.22%) Teradata
Burton-On-Trent, Staffordshire
EMBS Ltd
Salary: £55k - 60k per year + Benefits
Posted: 6 days ago