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 average salaries offered in IT jobs that have cited Data Modelling over the 3 months to 12 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
12 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 97 164 99
Rank change year-on-year
+67 -65
Permanent jobs citing Data Modelling 152 51 104
As % of all permanent IT jobs located in the West Midlands 2.67% 1.01% 2.42%
As % of the Processes & Methodologies category 3.07% 1.22% 2.93%
Number of salaries quoted 140 39 82
Average salary £41,500 £41,750 £46,250
Average salary % change year-on-year
-0.59% -9.72%
90% offered a salary of more than £35,000 £34,750 £27,500
10% offered a salary of more than £55,000 £50,250 £64,850
UK excluding London average salary £47,500 £46,000 £47,500
% change year-on-year
+3.26% -3.15%
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
4945 4186 3553
As % of all permanent IT jobs located in the West Midlands 86.86% 82.73% 82.51%
Number of salaries quoted 4073 3569 2861
Average salary £44,000 £42,500 £41,000
Average salary % change year-on-year
+3.52% +3.65%
90% offered a salary of more than £30,000 £29,000 £27,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Modelling
Jobs Demand Trend in the West Midlands

This chart provides a 3-month moving total of permanent IT jobs citing Data Modelling across the West Midlands region as a proportion of the total demand within 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 12 February 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 average salaries quoted in IT jobs citing Data Modelling within the West Midlands region over the 3 months to 12 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Birmingham +28 43 £45,000 - 8
Warwickshire +13 36 £50,500 +1.00% 1
Staffordshire +26 35 £37,500 -6.25% 1
Solihull +21 13 £47,500 +62.30% 2
Coventry -14 4 £31,500 -10.00% 1
Walsall -10 2 £60,000 -26.15%
West Bromwich - 2 £40,750 - 2
Sutton Coldfield - 1 £40,000 - 1
Worcestershire - 1 £37,500 - 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the West Midlands

For the 6 months to 12 February 2016, IT jobs across the West Midlands region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling.

1 126 (53.85%) Business Intelligence
2 122 (52.14%) SQL
3 76 (32.48%) Data Warehouse
4 74 (31.62%) ETL
5 72 (30.77%) SQL Server
6 59 (25.21%) SQL Server Integration Services
7 55 (23.50%) SQL Server Reporting Services
8 51 (21.79%) Relational Database
9 49 (20.94%) Analytics
10 47 (20.09%) SAP
11 43 (18.38%) Microsoft
11 43 (18.38%) BusinessObjects
11 43 (18.38%) Finance
12 42 (17.95%) SQL Server Analysis Services
13 41 (17.52%) Degree
13 41 (17.52%) Analytical Skills
14 36 (15.38%) Oracle
15 33 (14.10%) T-SQL
16 30 (12.82%) Data Analysis
17 29 (12.39%) Agile Software Development
17 29 (12.39%) MDX
18 28 (11.97%) Business Analysis
19 26 (11.11%) Data Structures
20 25 (10.68%) Computer Science
21 24 (10.26%) Visualisation
21 24 (10.26%) MS Excel
22 21 (8.97%) Data Management
23 20 (8.55%) TOGAF
23 20 (8.55%) Stakeholder Management
23 20 (8.55%) RDBMS

Data Modelling
Top Related IT Skills in the West Midlands by Category

For the 6 months to 12 February 2016, IT jobs across the West Midlands region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 9 (3.85%) NetWeaver
1 9 (3.85%) SAS
2 8 (3.42%) BizTalk Server
3 4 (1.71%) Apache Solr
4 3 (1.28%) SharePoint
5 2 (0.85%) Apache Spark
6 1 (0.43%) Apache Pig
6 1 (0.43%) Moodle
6 1 (0.43%) OpenEdge
6 1 (0.43%) Oracle Workflow
Applications
1 24 (10.26%) MS Excel
2 7 (2.99%) Spreadsheet
3 5 (2.14%) SPSS
4 4 (1.71%) MS PowerPoint
5 2 (0.85%) MS Visio
6 1 (0.43%) MS Office
Business Applications
1 6 (2.56%) Oracle 11i
1 6 (2.56%) Oracle EBS R12
1 6 (2.56%) Oracle Financials
1 6 (2.56%) SAP FI
1 6 (2.56%) SAP FI-AP
1 6 (2.56%) SAP HR
1 6 (2.56%) SAP MM
1 6 (2.56%) SAP SD
2 4 (1.71%) Oracle Applications
2 4 (1.71%) Oracle Assets
2 4 (1.71%) Oracle EBS
2 4 (1.71%) Oracle Payables
2 4 (1.71%) Oracle Receivables
2 4 (1.71%) SAP CO
2 4 (1.71%) SAP CRM
2 4 (1.71%) SAP FI/CO
2 4 (1.71%) SAP Payroll
3 3 (1.28%) Oracle Cash Management
3 3 (1.28%) Oracle General Ledger
4 2 (0.85%) Dynamics CRM
Cloud Services
1 7 (2.99%) Microsoft Azure
2 6 (2.56%) SaaS
3 5 (2.14%) Office 365
4 2 (0.85%) Cloud Computing
4 2 (0.85%) Google Analytics
Communications & Networking
1 3 (1.28%) Intranet
2 2 (0.85%) Extranet
2 2 (0.85%) Firewall
2 2 (0.85%) HTTP
2 2 (0.85%) HTTPS
2 2 (0.85%) Internet
2 2 (0.85%) LAN
2 2 (0.85%) SAN
2 2 (0.85%) Wi-Fi
2 2 (0.85%) WLAN
3 1 (0.43%) TCP/IP
Database & Business Intelligence
1 76 (32.48%) Data Warehouse
2 72 (30.77%) SQL Server
3 59 (25.21%) SQL Server Integration Services
4 55 (23.50%) SQL Server Reporting Services
5 51 (21.79%) Relational Database
6 43 (18.38%) BusinessObjects
7 42 (17.95%) SQL Server Analysis Services
8 20 (8.55%) RDBMS
9 17 (7.26%) OLAP
9 17 (7.26%) SAP HANA
10 16 (6.84%) SAP BW
10 16 (6.84%) Star Schema
11 15 (6.41%) Oracle Reports
12 14 (5.98%) SAP BI
13 13 (5.56%) Data Mart
14 12 (5.13%) Snowflake Schema
14 12 (5.13%) SQL Server 2008
15 11 (4.70%) OLTP
15 11 (4.70%) Power BI
16 9 (3.85%) Data Mining
Development Applications
1 15 (6.41%) Visual Studio
2 9 (3.85%) Team Foundation Server
3 4 (1.71%) Talend Open Studio
4 3 (1.28%) Oracle Forms
5 2 (0.85%) Git (software)
5 2 (0.85%) LabVIEW
6 1 (0.43%) ERwin
6 1 (0.43%) JIRA
6 1 (0.43%) Oracle APEX
6 1 (0.43%) Subversion
6 1 (0.43%) TeamCity
General
1 43 (18.38%) Finance
2 15 (6.41%) Retail
3 13 (5.56%) Marketing
4 12 (5.13%) Banking
5 8 (3.42%) Retail Banking
6 7 (2.99%) Advertising
7 6 (2.56%) Games
8 5 (2.14%) Manufacturing
9 4 (1.71%) Local Government
10 3 (1.28%) General Ledger
10 3 (1.28%) Publishing
11 2 (0.85%) Legal
11 2 (0.85%) Telecoms
12 1 (0.43%) Automotive
12 1 (0.43%) Investment Banking
Job Titles
1 108 (46.15%) Developer
2 55 (23.50%) Analyst
3 45 (19.23%) Business Intelligence Developer
4 44 (18.80%) Architect
5 24 (10.26%) Business Developer
5 24 (10.26%) Report Developer
5 24 (10.26%) SQL Developer
6 20 (8.55%) DBA
6 20 (8.55%) SQL DBA
7 18 (7.69%) Business Analyst
7 18 (7.69%) Business Objects Developer
8 17 (7.26%) SAP Developer
9 16 (6.84%) Business Intelligence Architect
10 14 (5.98%) Data Analyst
11 13 (5.56%) Business Intelligence Solutions Architect
11 13 (5.56%) Solutions Architect
12 12 (5.13%) Business Intelligence Analyst
12 12 (5.13%) Cognos Developer
12 12 (5.13%) Data Architect
12 12 (5.13%) SAP BI Developer
Libraries, Frameworks & Software Standards
1 29 (12.39%) MDX
2 16 (6.84%) .NET
3 15 (6.41%) XML
4 14 (5.98%) Web Services
5 7 (2.99%) CSS
5 7 (2.99%) HTML
5 7 (2.99%) ODBC
6 6 (2.56%) JDBC
6 6 (2.56%) SOAP
6 6 (2.56%) XSL
7 5 (2.14%) CSS3
7 5 (2.14%) HTML5
8 4 (1.71%) Lucene
8 4 (1.71%) SAP XI
9 2 (0.85%) .NET Framework
9 2 (0.85%) ASP.NET
9 2 (0.85%) Entity Framework
9 2 (0.85%) JSON
9 2 (0.85%) Middleware
9 2 (0.85%) WCF
Miscellaneous
1 41 (17.52%) Analytical Skills
2 26 (11.11%) Data Structures
3 25 (10.68%) Computer Science
4 24 (10.26%) Visualisation
5 11 (4.70%) Data Integration
5 11 (4.70%) Management Information System
5 11 (4.70%) User Experience
6 9 (3.85%) Taxonomies
7 6 (2.56%) Enterprise Software
7 6 (2.56%) Linked Data
7 6 (2.56%) Semantic Web
8 5 (2.14%) Data Extraction
8 5 (2.14%) FMCG
9 4 (1.71%) Informatics
9 4 (1.71%) NHS
9 4 (1.71%) Replication
10 3 (1.28%) Life Science
10 3 (1.28%) Mathematics
10 3 (1.28%) Statistics
11 2 (0.85%) Inversion of Control
Operating Systems
1 12 (5.13%) Windows
2 10 (4.27%) Linux
3 7 (2.99%) Unix
4 5 (2.14%) Solaris
5 2 (0.85%) Mac OS X
5 2 (0.85%) MVS
5 2 (0.85%) Windows Server
Processes & Methodologies
1 126 (53.85%) Business Intelligence
2 74 (31.62%) ETL
3 49 (20.94%) Analytics
4 30 (12.82%) Data Analysis
5 29 (12.39%) Agile Software Development
6 28 (11.97%) Business Analysis
7 21 (8.97%) Data Management
8 20 (8.55%) Stakeholder Management
8 20 (8.55%) TOGAF
9 16 (6.84%) Zachman Framework
10 15 (6.41%) Continuous Integration
10 15 (6.41%) ERP
10 15 (6.41%) ITIL
10 15 (6.41%) Kimball Methodology
10 15 (6.41%) Metadata Management
11 14 (5.98%) Logical Data Model
11 14 (5.98%) Translating Business Requirements
12 12 (5.13%) Time Management
13 11 (4.70%) Refactoring
13 11 (4.70%) User Acceptance Testing
Programming Languages
1 122 (52.14%) SQL
2 33 (14.10%) T-SQL
3 17 (7.26%) C#
4 13 (5.56%) C
4 13 (5.56%) Java
5 9 (3.85%) JavaScript
6 8 (3.42%) VB
7 7 (2.99%) PHP
8 6 (2.56%) C++
8 6 (2.56%) Ruby
9 5 (2.14%) Perl
9 5 (2.14%) SPARQL
10 4 (1.71%) PL/SQL
11 3 (1.28%) ABAP
11 3 (1.28%) Shell Script
12 2 (0.85%) MATLAB
12 2 (0.85%) Scala
12 2 (0.85%) VB.NET
12 2 (0.85%) XAML
13 1 (0.43%) R
Qualifications
1 41 (17.52%) Degree
2 3 (1.28%) MBA
3 2 (0.85%) MCSD
3 2 (0.85%) MCSE
3 2 (0.85%) Microsoft Certification
4 1 (0.43%) HNC
4 1 (0.43%) HND
4 1 (0.43%) ISEB
Quality Assurance & Compliance
1 9 (3.85%) Data Quality
2 2 (0.85%) COBIT
2 2 (0.85%) ISO/IEC 20000
2 2 (0.85%) ISO/IEC 27001
2 2 (0.85%) QA
2 2 (0.85%) SLA
3 1 (0.43%) Sarbanes-Oxley
3 1 (0.43%) SEPA
System Software
1 3 (1.28%) HDFS
Systems Management
1 6 (2.56%) OpenView
Vendors
1 47 (20.09%) SAP
2 43 (18.38%) Microsoft
3 36 (15.38%) Oracle
4 19 (8.12%) Cognos
5 13 (5.56%) MicroStrategy
6 6 (2.56%) Tableau
7 5 (2.14%) Ab Initio
8 4 (1.71%) Casewise
8 4 (1.71%) Talend
8 4 (1.71%) Teradata
8 4 (1.71%) Trillium
9 3 (1.28%) Informatica
10 2 (0.85%) Google
10 2 (0.85%) Salesforce.com
10 2 (0.85%) Siebel
11 1 (0.43%) IBM
11 1 (0.43%) JD Edwards
11 1 (0.43%) Progress
11 1 (0.43%) Vertica
Birmingham
Edenhouse Solutions Ltd
Salary: £0.00 per annum
Posted: 14 hours ago
Birmingham, West Midlands (County)
Churchill Frank
Salary: £45000 - £50000 per annum
Posted: Yesterday
Birmingham, West Midlands (County)
Capgemini
Salary: Competive Salary + Benefits
Posted: Yesterday
West Bromwich, West Midlands (County)
Nigel Frank International Ltd
Salary: £35000 - £43000 per annum + Pension, Negotiable
Posted: 2 days ago
Stoke-On-Trent, Staffordshire
Searchability
Salary: £30000 - £45000 per annum
Posted: 2 days ago
Birmingham, West Midlands (County)
Robert Walters
Salary: £45000 - £50000 per annum
Posted: 2 days ago
Birmingham, West Midlands (County)
Applause IT Innovation
Salary: £25000 - £30000 per annum + benefits!
Posted: 2 days ago
Coventry
Computer Futures
Salary: £45000 - £55000 per annum + Superb Benefits
Posted: 9 days ago
Birmingham
Nigel Frank International Ltd
Salary: £34000 - £43000 per annum + Pension, Negotiable
Posted: 11 days ago
Birmingham
Applause IT Ltd
Salary: £22000 - £26000 per annum + benefits!
Posted: 15 days ago
Solihull
aap3
Salary: £40000.00 - £50000.00 per annum + benefits
Posted: 17 days ago
West Bromwich
Nigel Frank International Ltd
Salary: £35000 - £45000 per annum + Pension, Negotiable
Posted: 17 days ago
Sutton Coldfield
Nigel Frank International Ltd
Salary: £35000 - £45000 per annum + Pension, Negotiable
Posted: 23 days ago
Redditch
Computer Futures
Salary: £40000 - £50000 per annum + competitive benefits
Posted: 25 days ago