The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the West Midlands region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 166 151 129
Rank change year-on-year
-15 -22
Permanent jobs citing Data Modelling 72 85 97
As % of all permanent IT jobs located in the West Midlands 1.18% 1.44% 1.84%
As % of the Processes & Methodologies category 1.35% 1.65% 2.21%
Number of salaries quoted 44 54 66
Median salary £44,000 £40,000 £41,500
Median salary % change year-on-year
+10.00% -3.61%
90% offered a salary of more than £37,800 £27,350 £29,633
10% offered a salary of more than £56,750 £50,000 £65,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
England

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

Processes & Methodologies Category
West Midlands
Permanent IT job ads with a match in the
Processes & Methodologies category
5330 5160 4387
As % of all permanent IT jobs located in the West Midlands 87.01% 87.21% 83.34%
Number of salaries quoted 4149 4200 3635
Median salary £42,500 £42,000 £41,000
Median salary % change year-on-year
+1.19% +2.43%
90% offered a salary of more than £26,000 £27,500 £27,850
10% offered a salary of more than £65,000 £65,000 £62,500
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 the West Midlands

The demand trend of job ads across the West Midlands 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 the West Midlands

Data Modelling
Salary Trend in the West Midlands

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

Data Modelling Salary Trend in the West Midlands

Data Modelling
Salary Histogram in the West Midlands

This chart provides a salary histogram for IT jobs citing Data Modelling across the West Midlands region over the 3 months to 24 July 2016.

Data Modelling Salary Histogram in the West Midlands

Data Modelling
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the West Midlands region over the 3 months to 24 July 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
Birmingham -13 15 £45,000 +63.63% 5
Staffordshire -8 13 £39,500 +2.59%
Warwickshire +2 12 £50,000 - 4
Coventry - 7 £42,500 - 3
Walsall 0 4 £44,000 +22.22% 1
Solihull +12 1 £90,000 +233.33%
Worcestershire +3 1 £90,000 +146.57%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the West Midlands

For the 6 months to 24 July 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 West Midlands region with a requirement for Data Modelling.

1 111 (68.52%) SQL
2 64 (39.51%) SQL Server
3 62 (38.27%) Business Intelligence
4 52 (32.10%) Finance
5 46 (28.40%) Data Warehouse
5 46 (28.40%) Relational Database
6 44 (27.16%) SQL Server Integration Services
7 42 (25.93%) SQL Server Reporting Services
8 40 (24.69%) Oracle
8 40 (24.69%) T-SQL
9 39 (24.07%) ETL
10 37 (22.84%) Degree
11 34 (20.99%) Microsoft
12 29 (17.90%) SQL Server Analysis Services
13 28 (17.28%) Computer Science
14 26 (16.05%) Analytical Skills
15 25 (15.43%) .NET
16 23 (14.20%) MS Excel
17 22 (13.58%) Oracle 11i
17 22 (13.58%) System Testing
17 22 (13.58%) Continuous Integration
17 22 (13.58%) Oracle EBS R12
18 20 (12.35%) Team Foundation Server
18 20 (12.35%) Agile Software Development
19 19 (11.73%) TOGAF
19 19 (11.73%) Performance Tuning
20 18 (11.11%) QlikView
20 18 (11.11%) Oracle Financials
20 18 (11.11%) Java
20 18 (11.11%) Oracle EBS

Data Modelling
Top Related IT Skills in the West Midlands 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 5 (3.09%) CMS
1 5 (3.09%) SAS
2 4 (2.47%) Adobe Experience Manager
3 2 (1.23%) Apache Solr
3 2 (1.23%) BizTalk Server
4 1 (0.62%) Apache Pig
4 1 (0.62%) Apache Spark
4 1 (0.62%) Confluence
4 1 (0.62%) Sitecore CMS
4 1 (0.62%) Umbraco
Applications
1 23 (14.20%) MS Excel
2 4 (2.47%) MS Office
3 3 (1.85%) Spreadsheet
4 2 (1.23%) MS PowerPoint
Business Applications
1 22 (13.58%) Oracle 11i
1 22 (13.58%) Oracle EBS R12
2 18 (11.11%) Oracle EBS
2 18 (11.11%) Oracle Financials
3 4 (2.47%) IBM Operational Decision Manager
3 4 (2.47%) Oracle Applications
3 4 (2.47%) Oracle Assets
3 4 (2.47%) Oracle Cash Management
3 4 (2.47%) Oracle General Ledger
3 4 (2.47%) Oracle Payables
3 4 (2.47%) Oracle Receivables
4 3 (1.85%) Dynamics AX
4 3 (1.85%) Dynamics CRM
4 3 (1.85%) SAP Business One
5 2 (1.23%) Infor M3
6 1 (0.62%) Cognos Business Intelligence
6 1 (0.62%) Cognos TM1
6 1 (0.62%) Salesforce.com CRM
6 1 (0.62%) SAP Oil and Gas
Cloud Services
1 10 (6.17%) SaaS
2 2 (1.23%) GitHub
2 2 (1.23%) IaaS
2 2 (1.23%) PaaS
3 1 (0.62%) Force.com
3 1 (0.62%) Microsoft Azure
Communications & Networking
1 5 (3.09%) HTTP
2 4 (2.47%) TCP/IP
3 2 (1.23%) Internet
4 1 (0.62%) HTTPS
Database & Business Intelligence
1 64 (39.51%) SQL Server
2 46 (28.40%) Data Warehouse
2 46 (28.40%) Relational Database
3 44 (27.16%) SQL Server Integration Services
4 42 (25.93%) SQL Server Reporting Services
5 29 (17.90%) SQL Server Analysis Services
6 18 (11.11%) QlikView
7 14 (8.64%) Oracle Reports
7 14 (8.64%) SQL Server 2008
8 11 (6.79%) Hadoop
9 7 (4.32%) BusinessObjects
10 6 (3.70%) SQL Server 2012
11 5 (3.09%) OLTP
12 4 (2.47%) DataStage
12 4 (2.47%) SQL Server 2005
13 3 (1.85%) Lumira
13 3 (1.85%) SAP BI
13 3 (1.85%) SAP BW
13 3 (1.85%) SQL Server 2014
14 2 (1.23%) EDRMS
Development Applications
1 20 (12.35%) Team Foundation Server
2 14 (8.64%) Visual Studio
3 5 (3.09%) JIRA
4 4 (2.47%) ERwin
4 4 (2.47%) Subversion
4 4 (2.47%) TeamCity
5 1 (0.62%) Git (software)
5 1 (0.62%) LabVIEW
5 1 (0.62%) Visual Studio Tools for Office
General
1 52 (32.10%) Finance
2 6 (3.70%) Manufacturing
2 6 (3.70%) Retail
3 5 (3.09%) Advertising
3 5 (3.09%) Automotive
3 5 (3.09%) Banking
4 4 (2.47%) General Ledger
5 3 (1.85%) Marketing
5 3 (1.85%) Telecoms
6 2 (1.23%) Corporate Banking
6 2 (1.23%) Legal
6 2 (1.23%) Pharmaceutical
6 2 (1.23%) Publishing
7 1 (0.62%) Electronics
7 1 (0.62%) Front Office
7 1 (0.62%) Games
7 1 (0.62%) Local Government
Job Titles
1 62 (38.27%) Developer
2 42 (25.93%) Analyst
3 30 (18.52%) Business Analyst
4 29 (17.90%) Business Intelligence Developer
5 22 (13.58%) Oracle Analyst
6 20 (12.35%) Oracle Business Analyst
7 19 (11.73%) SQL Developer
8 18 (11.11%) DBA
8 18 (11.11%) SSIS Developer
8 18 (11.11%) SSRS Developer
9 17 (10.49%) SQL DBA
10 14 (8.64%) Microsoft BI Developer
10 14 (8.64%) Microsoft Developer
11 13 (8.02%) Data Modeller
12 10 (6.17%) Administrator
12 10 (6.17%) Architect
13 8 (4.94%) Senior Developer
14 7 (4.32%) Consultant
14 7 (4.32%) Senior Analyst
14 7 (4.32%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 25 (15.43%) .NET
2 16 (9.88%) HTML
3 15 (9.26%) MDX
4 13 (8.02%) CSS
5 12 (7.41%) Web Services
6 11 (6.79%) ASP.NET
7 8 (4.94%) JSP
7 8 (4.94%) XML
8 7 (4.32%) JDBC
9 5 (3.09%) .NET Framework
9 5 (3.09%) Entity Framework
10 4 (2.47%) Apache Sling
10 4 (2.47%) DHTML
10 4 (2.47%) HTML5
10 4 (2.47%) JMS
10 4 (2.47%) OSGi
10 4 (2.47%) Spring
10 4 (2.47%) Struts
10 4 (2.47%) Visualforce
11 3 (1.85%) ODBC
Miscellaneous
1 28 (17.28%) Computer Science
2 26 (16.05%) Analytical Skills
3 17 (10.49%) Management Information System
3 17 (10.49%) Visualisation
4 13 (8.02%) Replication
5 10 (6.17%) Statistics
6 7 (4.32%) Enterprise Software
7 6 (3.70%) Data Structures
8 5 (3.09%) Life Science
8 5 (3.09%) Mobile App
9 4 (2.47%) Clustering
9 4 (2.47%) Linked Data
9 4 (2.47%) Semantic Web
9 4 (2.47%) Social Media
10 2 (1.23%) AS400
10 2 (1.23%) Data Extraction
10 2 (1.23%) NHS
10 2 (1.23%) Taxonomies
11 1 (0.62%) Data Integration
11 1 (0.62%) Mathematics
Operating Systems
1 16 (9.88%) Windows
2 3 (1.85%) Linux
2 3 (1.85%) Solaris
Processes & Methodologies
1 62 (38.27%) Business Intelligence
2 39 (24.07%) ETL
3 22 (13.58%) Continuous Integration
3 22 (13.58%) System Testing
4 20 (12.35%) Agile Software Development
5 19 (11.73%) Performance Tuning
5 19 (11.73%) TOGAF
6 17 (10.49%) Data Analysis
6 17 (10.49%) Time Management
7 15 (9.26%) Project Management
8 14 (8.64%) Inmon Methodology
8 14 (8.64%) Translating Business Requirements
9 13 (8.02%) Analytics
9 13 (8.02%) UML
10 11 (6.79%) Database Tuning
10 11 (6.79%) Performance Monitoring
10 11 (6.79%) Stakeholder Management
11 10 (6.17%) Business Analysis
11 10 (6.17%) CRM
11 10 (6.17%) Data Management
Programming Languages
1 111 (68.52%) SQL
2 40 (24.69%) T-SQL
3 18 (11.11%) Java
4 17 (10.49%) JavaScript
5 15 (9.26%) C#
6 6 (3.70%) PHP
7 5 (3.09%) Ruby
7 5 (3.09%) VB.NET
8 4 (2.47%) Apex Code
9 3 (1.85%) ABAP
9 3 (1.85%) C
9 3 (1.85%) C++
9 3 (1.85%) Perl
9 3 (1.85%) PowerShell
9 3 (1.85%) SPARQL
9 3 (1.85%) Tcl
10 1 (0.62%) Python
10 1 (0.62%) VB
10 1 (0.62%) VBA
10 1 (0.62%) XAML
Qualifications
1 37 (22.84%) Degree
2 3 (1.85%) Microsoft Certification
3 1 (0.62%) MBA
3 1 (0.62%) MCITP
3 1 (0.62%) MCTS
3 1 (0.62%) SAS Certification
Quality Assurance & Compliance
1 11 (6.79%) Data Quality
2 2 (1.23%) SLA
Vendors
1 40 (24.69%) Oracle
2 34 (20.99%) Microsoft
3 13 (8.02%) SAP
4 10 (6.17%) Zoomdata
5 9 (5.56%) Cognos
6 8 (4.94%) Salesforce.com
7 5 (3.09%) IBM
7 5 (3.09%) IDERA
7 5 (3.09%) Tableau
8 4 (2.47%) Adobe
9 2 (1.23%) Casewise
9 2 (1.23%) RedGate
9 2 (1.23%) Siebel
9 2 (1.23%) Trillium
10 1 (0.62%) EPiServer
10 1 (0.62%) JD Edwards
10 1 (0.62%) Kronos
10 1 (0.62%) Sitecore
Coventry, West Midlands (County)
Harvey Nash plc
Salary: £35000 - £39000 per annum
Posted: 2 days ago
Stratford-upon-avon, Warwickshire
Certes Computing Ltd
Posted: 3 days ago
Birmingham, West Midlands (County)
Crimson Ltd
Salary: £40000 - £45000 per annum + bonus, medical
Posted: 5 days ago
Birmingham
CGI IT UK
Salary: £60000 - £70000 per annum + benefits
Posted: 11 days ago
Birmingham
People Source Consulting
Salary: £65000 - £90000 per annum + Benefits
Posted: 16 days ago
Birmingham, West Midlands (County)
Insolvency Service
Salary: £49,511 to £55,700 plus excellent benefits
Posted: 18 days ago