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 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 164 133 143
Rank change year-on-year
-31 +10
Permanent jobs citing Data Modelling 68 86 88
As % of all permanent IT jobs located in the West Midlands 1.20% 1.60% 1.57%
As % of the Processes & Methodologies category 1.36% 1.84% 1.87%
Number of salaries quoted 46 70 53
Median salary £47,500 £44,298 £42,500
Median salary % change year-on-year
+7.22% +4.23%
90% offered a salary of more than £37,000 £28,250 £30,000
10% offered a salary of more than £55,000 £67,000 £61,300
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
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
4991 4667 4707
As % of all permanent IT jobs located in the West Midlands 87.84% 86.68% 84.07%
Number of salaries quoted 3925 3844 3948
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £62,500 £69,000 £63,299
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 September 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 September 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 -44 21 £51,250 +5.67% 2
Staffordshire +1 10 £47,500 +41.79% 2
Coventry +2 8 £40,500 +6.57% 2
Warwickshire -2 4 £42,500 -15.00%
Solihull +14 1 £90,000 +50.00%
West Bromwich 0 1 - -
Shropshire -8 1 £42,500 +6.25%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the West Midlands

For the 6 months to 24 September 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 85 (60.28%) SQL
2 59 (41.84%) Business Intelligence
3 57 (40.43%) Finance
4 48 (34.04%) SQL Server
5 47 (33.33%) Data Warehouse
6 44 (31.21%) ETL
7 37 (26.24%) Oracle
8 34 (24.11%) SQL Server Integration Services
9 32 (22.70%) SQL Server Reporting Services
10 31 (21.99%) T-SQL
10 31 (21.99%) Relational Database
11 29 (20.57%) Microsoft
12 28 (19.86%) Degree
13 23 (16.31%) Analytical Skills
14 22 (15.60%) Computer Science
14 22 (15.60%) MS Excel
15 20 (14.18%) Agile Software Development
15 20 (14.18%) Data Management
15 20 (14.18%) SQL Server Analysis Services
15 20 (14.18%) Data Quality
16 19 (13.48%) Management Information System
17 18 (12.77%) Oracle 11i
17 18 (12.77%) QlikView
17 18 (12.77%) Oracle EBS R12
17 18 (12.77%) Data Analysis
17 18 (12.77%) Performance Tuning
18 17 (12.06%) System Testing
18 17 (12.06%) Team Foundation Server
18 17 (12.06%) .NET
19 15 (10.64%) Java

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 4 (2.84%) Adobe Experience Manager
1 4 (2.84%) CMS
1 4 (2.84%) SAS
2 2 (1.42%) BizTalk Server
3 1 (0.71%) Confluence
Applications
1 22 (15.60%) MS Excel
2 11 (7.80%) MS Office
3 8 (5.67%) MS PowerPoint
4 2 (1.42%) Spreadsheet
Business Applications
1 18 (12.77%) Oracle 11i
1 18 (12.77%) Oracle EBS R12
2 14 (9.93%) Oracle EBS
2 14 (9.93%) Oracle Financials
3 4 (2.84%) Dynamics CRM
3 4 (2.84%) IBM Operational Decision Manager
3 4 (2.84%) Oracle Applications
3 4 (2.84%) Oracle Assets
3 4 (2.84%) Oracle Cash Management
3 4 (2.84%) Oracle General Ledger
3 4 (2.84%) Oracle Payables
3 4 (2.84%) Oracle Receivables
4 3 (2.13%) Cognos Business Intelligence
4 3 (2.13%) Cognos TM1
4 3 (2.13%) Dynamics AX
4 3 (2.13%) SAP Business One
5 2 (1.42%) Infor M3
6 1 (0.71%) SAP Oil and Gas
Cloud Services
1 4 (2.84%) GitHub
2 2 (1.42%) IaaS
2 2 (1.42%) PaaS
2 2 (1.42%) SaaS
Communications & Networking
1 1 (0.71%) Internet
Database & Business Intelligence
1 48 (34.04%) SQL Server
2 47 (33.33%) Data Warehouse
3 34 (24.11%) SQL Server Integration Services
4 32 (22.70%) SQL Server Reporting Services
5 31 (21.99%) Relational Database
6 20 (14.18%) SQL Server Analysis Services
7 18 (12.77%) QlikView
8 11 (7.80%) SQL Server 2008
9 10 (7.09%) Hadoop
10 8 (5.67%) BusinessObjects
11 7 (4.96%) Oracle BI EE
11 7 (4.96%) Oracle Reports
12 6 (4.26%) DataStage
12 6 (4.26%) Oracle Database
12 6 (4.26%) Oracle Database 11g
12 6 (4.26%) SQL Server 2012
13 4 (2.84%) EDRMS
13 4 (2.84%) OLAP
13 4 (2.84%) OLTP
14 3 (2.13%) Cognos Query Studio
Development Applications
1 17 (12.06%) Team Foundation Server
2 9 (6.38%) Visual Studio
3 3 (2.13%) JIRA
4 2 (1.42%) ERwin
4 2 (1.42%) Subversion
4 2 (1.42%) TeamCity
4 2 (1.42%) Visual Studio Tools for Office
5 1 (0.71%) Git (software)
General
1 57 (40.43%) Finance
2 7 (4.96%) Pharmaceutical
3 6 (4.26%) Manufacturing
4 5 (3.55%) Automotive
5 4 (2.84%) Banking
5 4 (2.84%) General Ledger
5 4 (2.84%) Marketing
6 3 (2.13%) Retail
6 3 (2.13%) Telecoms
7 2 (1.42%) Advertising
7 2 (1.42%) Corporate Banking
7 2 (1.42%) Publishing
8 1 (0.71%) Electronics
8 1 (0.71%) Front Office
8 1 (0.71%) Games
8 1 (0.71%) Legal
8 1 (0.71%) Mandarin Language
Job Titles
1 49 (34.75%) Developer
2 44 (31.21%) Analyst
3 31 (21.99%) Business Analyst
4 21 (14.89%) Business Intelligence Developer
5 18 (12.77%) Oracle Analyst
6 17 (12.06%) SQL Developer
7 16 (11.35%) Oracle Business Analyst
8 12 (8.51%) Consultant
8 12 (8.51%) Senior Developer
9 9 (6.38%) DBA
9 9 (6.38%) SSIS Developer
10 8 (5.67%) Data Modeller
10 8 (5.67%) Senior Analyst
10 8 (5.67%) SSRS Developer
11 7 (4.96%) Administrator
11 7 (4.96%) Business Intelligence Analyst
11 7 (4.96%) QlikView Developer
12 6 (4.26%) Data Consultant
12 6 (4.26%) Head of Data Management
12 6 (4.26%) Microsoft Developer
Libraries, Frameworks & Software Standards
1 17 (12.06%) .NET
2 10 (7.09%) HTML
3 9 (6.38%) MDX
4 7 (4.96%) XML
5 6 (4.26%) CSS
5 6 (4.26%) Web Services
6 5 (3.55%) ASP.NET
7 4 (2.84%) .NET Framework
7 4 (2.84%) Apache Sling
7 4 (2.84%) Entity Framework
7 4 (2.84%) jQuery
7 4 (2.84%) JSP
7 4 (2.84%) OSGi
7 4 (2.84%) Spring
7 4 (2.84%) Struts
8 2 (1.42%) ASP.NET MVC
8 2 (1.42%) ASP.NET MVC 4
8 2 (1.42%) HTML5
8 2 (1.42%) J2EE
Miscellaneous
1 23 (16.31%) Analytical Skills
2 22 (15.60%) Computer Science
3 19 (13.48%) Management Information System
4 14 (9.93%) NHS
4 14 (9.93%) Visualisation
5 9 (6.38%) Statistics
6 6 (4.26%) Replication
7 5 (3.55%) Life Science
8 4 (2.84%) Data Structures
8 4 (2.84%) Mobile App
8 4 (2.84%) Social Media
9 3 (2.13%) Enterprise Software
10 2 (1.42%) AS400
10 2 (1.42%) Data Extraction
10 2 (1.42%) Fixed Income
10 2 (1.42%) Foreign Exchange (FX)
10 2 (1.42%) iPad
11 1 (0.71%) Clustering
11 1 (0.71%) Data Integration
11 1 (0.71%) Tandem
Operating Systems
1 12 (8.51%) Windows
Processes & Methodologies
1 59 (41.84%) Business Intelligence
2 44 (31.21%) ETL
3 20 (14.18%) Agile Software Development
3 20 (14.18%) Data Management
4 18 (12.77%) Data Analysis
4 18 (12.77%) Performance Tuning
5 17 (12.06%) System Testing
6 14 (9.93%) Project Management
6 14 (9.93%) User Acceptance Testing
7 13 (9.22%) Continuous Integration
8 12 (8.51%) CRM
8 12 (8.51%) Translating Business Requirements
9 11 (7.80%) Business Analysis
9 11 (7.80%) Database Tuning
9 11 (7.80%) Stakeholder Management
10 10 (7.09%) Analytics
10 10 (7.09%) Master Data Management
10 10 (7.09%) Migration
10 10 (7.09%) UML
11 9 (6.38%) Inmon Methodology
Programming Languages
1 85 (60.28%) SQL
2 31 (21.99%) T-SQL
3 15 (10.64%) Java
4 11 (7.80%) C#
4 11 (7.80%) JavaScript
5 3 (2.13%) VB.NET
5 3 (2.13%) VBA
6 2 (1.42%) ABAP
6 2 (1.42%) PowerShell
7 1 (0.71%) PHP
7 1 (0.71%) VB
Qualifications
1 28 (19.86%) Degree
2 3 (2.13%) Microsoft Certification
3 1 (0.71%) ISEB
3 1 (0.71%) MCITP
3 1 (0.71%) MCTS
Quality Assurance & Compliance
1 20 (14.18%) Data Quality
Vendors
1 37 (26.24%) Oracle
2 29 (20.57%) Microsoft
3 12 (8.51%) SAP
4 10 (7.09%) Zoomdata
5 8 (5.67%) IBM
6 7 (4.96%) Cognos
6 7 (4.96%) Tableau
7 6 (4.26%) Informatica
8 4 (2.84%) Adobe
9 3 (2.13%) IDERA
10 2 (1.42%) Casewise
10 2 (1.42%) Trillium
11 1 (0.71%) JD Edwards
11 1 (0.71%) Kronos
11 1 (0.71%) Salesforce.com
11 1 (0.71%) Siebel
Cannock, Staffordshire
Circle Recruitment
Salary: £40000 - £50000 per annum + Bonus, Pension, Gym
Posted: Yesterday
Birmingham, West Midlands (County)
Spring Technology
Salary: £45000.00 - £57000.00 per annum
Posted: Yesterday
Birmingham
Intouch Games
Salary: £3000 - £20000 per annum + benefits (inc flexi hrs)
Posted: 8 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £3000 - £20000 per annum + benefits (inc flexi hrs)
Posted: 8 days ago
Coventry, West Midlands (County)
The Coventry Building Society
Salary: £32,851 - 49,277 per year + Benefits
Posted: 10 days ago
Coventry, West Midlands (County)
Leidos
Posted: 22 days ago