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

3 months to
5 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 159 157 133
Rank change year-on-year
-2 -24
Permanent jobs citing Data Modelling 86 72 80
As % of all permanent IT jobs located in the West Midlands 1.40% 1.35% 1.61%
As % of the Processes & Methodologies category 1.60% 1.61% 1.91%
Number of salaries quoted 77 57 71
Median salary £45,000 £46,750 £47,500
Median salary % change year-on-year
-3.74% -1.57%
90% offered a salary of more than £37,500 £35,000 £32,500
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £47,500 £46,500 £45,000
% change year-on-year
+2.15% +3.33%
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
5386 4477 4189
As % of all permanent IT jobs located in the West Midlands 87.53% 83.67% 84.52%
Number of salaries quoted 4209 3755 3477
Median salary £42,655 £42,500 £42,500
Median salary % change year-on-year
+0.36% -
90% offered a salary of more than £27,500 £27,500 £29,000
10% offered a salary of more than £62,500 £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 5 May 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 5 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
Birmingham +1 37 £45,000 - 4
Coventry +12 8 £42,000 -25.00% 2
Staffordshire +4 8 £37,000 -12.94% 2
Warwickshire -17 7 £52,500 -8.69% 3
Solihull +20 4 £45,000 +73.07% 1
Worcestershire - 3 £90,000 - 2
Walsall -13 2 £42,000 -23.63% 1
Shropshire -14 1 - -
West Bromwich - 1 £39,000 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the West Midlands

For the 6 months to 5 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 West Midlands region with a requirement for Data Modelling.

1 140 (59.57%) SQL
2 120 (51.06%) Business Intelligence
3 75 (31.91%) SQL Server
4 74 (31.49%) Data Warehouse
5 62 (26.38%) Relational Database
6 61 (25.96%) SQL Server Integration Services
7 56 (23.83%) ETL
8 53 (22.55%) SQL Server Reporting Services
9 52 (22.13%) Microsoft
10 50 (21.28%) SAP
11 49 (20.85%) Oracle
12 48 (20.43%) Finance
12 48 (20.43%) SQL Server Analysis Services
13 42 (17.87%) Degree
13 42 (17.87%) Analytics
14 40 (17.02%) T-SQL
15 38 (16.17%) BusinessObjects
16 37 (15.74%) MDX
17 35 (14.89%) MS Excel
18 33 (14.04%) Analytical Skills
19 31 (13.19%) Continuous Integration
20 29 (12.34%) Visual Studio
21 27 (11.49%) Oracle Reports
21 27 (11.49%) TOGAF
21 27 (11.49%) Computer Science
22 26 (11.06%) Time Management
23 25 (10.64%) Agile Software Development
24 24 (10.21%) Data Structures
25 23 (9.79%) Team Foundation Server
25 23 (9.79%) Visualisation

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 10 (4.26%) SAS
2 7 (2.98%) NetWeaver
3 6 (2.55%) BizTalk Server
4 4 (1.70%) Apache Solr
4 4 (1.70%) CMS
5 3 (1.28%) Adobe Experience Manager
6 2 (0.85%) Apache Pig
6 2 (0.85%) SharePoint
7 1 (0.43%) Apache Spark
7 1 (0.43%) Confluence
7 1 (0.43%) Moodle
7 1 (0.43%) Sitecore CMS
7 1 (0.43%) Umbraco
Applications
1 35 (14.89%) MS Excel
2 6 (2.55%) Spreadsheet
3 5 (2.13%) SPSS
4 4 (1.70%) MS PowerPoint
5 2 (0.85%) MS Visio
6 1 (0.43%) MS Office
Business Applications
1 14 (5.96%) Oracle 11i
1 14 (5.96%) Oracle EBS R12
1 14 (5.96%) Oracle Financials
2 12 (5.11%) Oracle EBS
3 6 (2.55%) SAP FI
3 6 (2.55%) SAP FI-AP
3 6 (2.55%) SAP HR
3 6 (2.55%) SAP MM
3 6 (2.55%) SAP SD
4 4 (1.70%) SAP CO
4 4 (1.70%) SAP CRM
4 4 (1.70%) SAP FI/CO
4 4 (1.70%) SAP Payroll
5 3 (1.28%) Dynamics CRM
5 3 (1.28%) Oracle Applications
5 3 (1.28%) Oracle Assets
5 3 (1.28%) Oracle Cash Management
5 3 (1.28%) Oracle General Ledger
5 3 (1.28%) Oracle Payables
5 3 (1.28%) Oracle Receivables
Cloud Services
1 10 (4.26%) SaaS
2 2 (0.85%) Google Analytics
2 2 (0.85%) Microsoft Azure
3 1 (0.43%) Force.com
Communications & Networking
1 5 (2.13%) HTTP
2 4 (1.70%) TCP/IP
3 2 (0.85%) Extranet
3 2 (0.85%) HTTPS
3 2 (0.85%) Internet
3 2 (0.85%) Intranet
Database & Business Intelligence
1 75 (31.91%) SQL Server
2 74 (31.49%) Data Warehouse
3 62 (26.38%) Relational Database
4 61 (25.96%) SQL Server Integration Services
5 53 (22.55%) SQL Server Reporting Services
6 48 (20.43%) SQL Server Analysis Services
7 38 (16.17%) BusinessObjects
8 27 (11.49%) Oracle Reports
9 16 (6.81%) SAP HANA
10 15 (6.38%) SAP BW
11 14 (5.96%) SAP BI
12 11 (4.68%) QlikView
13 10 (4.26%) SQL Server 2008
14 9 (3.83%) RDBMS
14 9 (3.83%) SQL Server 2012
15 7 (2.98%) Data Mining
15 7 (2.98%) OLAP
16 6 (2.55%) Data Mart
16 6 (2.55%) Power BI
16 6 (2.55%) Snowflake Schema
Development Applications
1 29 (12.34%) Visual Studio
2 23 (9.79%) Team Foundation Server
3 3 (1.28%) JIRA
4 2 (0.85%) ERwin
4 2 (0.85%) Git (software)
4 2 (0.85%) LabVIEW
4 2 (0.85%) Subversion
4 2 (0.85%) TeamCity
5 1 (0.43%) Oracle Forms
5 1 (0.43%) Visual Studio Tools for Office
General
1 48 (20.43%) Finance
2 11 (4.68%) Marketing
2 11 (4.68%) Retail
3 10 (4.26%) Banking
4 8 (3.40%) Advertising
5 5 (2.13%) Publishing
6 4 (1.70%) Local Government
6 4 (1.70%) Manufacturing
7 3 (1.28%) Games
7 3 (1.28%) General Ledger
8 2 (0.85%) Corporate Banking
8 2 (0.85%) Legal
8 2 (0.85%) Retail Banking
9 1 (0.43%) Automotive
9 1 (0.43%) Front Office
Job Titles
1 107 (45.53%) Developer
2 54 (22.98%) Business Intelligence Developer
3 52 (22.13%) Analyst
4 34 (14.47%) SSIS Developer
5 31 (13.19%) Architect
6 30 (12.77%) SSRS Developer
7 25 (10.64%) DBA
7 25 (10.64%) SQL DBA
8 24 (10.21%) Business Analyst
8 24 (10.21%) SQL Developer
9 21 (8.94%) Report Developer
10 18 (7.66%) Business Developer
10 18 (7.66%) Microsoft BI Developer
10 18 (7.66%) Microsoft Developer
11 17 (7.23%) SAP Developer
12 16 (6.81%) Administrator
12 16 (6.81%) Business Objects Developer
13 14 (5.96%) Oracle Analyst
14 13 (5.53%) Data Analyst
14 13 (5.53%) Oracle Business Analyst
Libraries, Frameworks & Software Standards
1 37 (15.74%) MDX
2 21 (8.94%) .NET
3 20 (8.51%) Web Services
4 14 (5.96%) XML
5 12 (5.11%) HTML
6 11 (4.68%) CSS
7 10 (4.26%) ASP.NET
8 9 (3.83%) JDBC
9 7 (2.98%) JSP
9 7 (2.98%) ODBC
10 6 (2.55%) HTML5
10 6 (2.55%) SOAP
10 6 (2.55%) XSL
11 5 (2.13%) CSS3
12 4 (1.70%) DHTML
12 4 (1.70%) JMS
12 4 (1.70%) Lucene
12 4 (1.70%) SAP XI
12 4 (1.70%) Visualforce
13 3 (1.28%) Struts
Miscellaneous
1 33 (14.04%) Analytical Skills
2 27 (11.49%) Computer Science
3 24 (10.21%) Data Structures
4 23 (9.79%) Visualisation
5 17 (7.23%) Management Information System
6 9 (3.83%) User Experience
7 8 (3.40%) Taxonomies
8 7 (2.98%) Replication
9 6 (2.55%) Enterprise Software
9 6 (2.55%) Linked Data
9 6 (2.55%) Semantic Web
9 6 (2.55%) Statistics
10 5 (2.13%) Data Extraction
10 5 (2.13%) FMCG
10 5 (2.13%) Mobile App
11 3 (1.28%) Clustering
11 3 (1.28%) Data Integration
11 3 (1.28%) Life Science
11 3 (1.28%) Mathematics
11 3 (1.28%) Social Media
Operating Systems
1 10 (4.26%) Windows
2 8 (3.40%) Linux
3 5 (2.13%) Solaris
4 3 (1.28%) Unix
5 2 (0.85%) Windows Server
Processes & Methodologies
1 120 (51.06%) Business Intelligence
2 56 (23.83%) ETL
3 42 (17.87%) Analytics
4 31 (13.19%) Continuous Integration
5 27 (11.49%) TOGAF
6 26 (11.06%) Time Management
7 25 (10.64%) Agile Software Development
8 23 (9.79%) Business Analysis
9 22 (9.36%) Data Analysis
9 22 (9.36%) Stakeholder Management
10 17 (7.23%) Translating Business Requirements
11 13 (5.53%) Data Management
11 13 (5.53%) System Testing
11 13 (5.53%) Zachman Framework
12 12 (5.11%) CRM
12 12 (5.11%) ITIL
13 11 (4.68%) Capacity Planning
13 11 (4.68%) Logical Data Model
13 11 (4.68%) Project Management
14 10 (4.26%) Data Architecture
Programming Languages
1 140 (59.57%) SQL
2 40 (17.02%) T-SQL
3 17 (7.23%) C#
4 15 (6.38%) Java
4 15 (6.38%) JavaScript
5 8 (3.40%) PHP
5 8 (3.40%) VB
6 7 (2.98%) C
6 7 (2.98%) Ruby
7 5 (2.13%) C++
7 5 (2.13%) Perl
7 5 (2.13%) SPARQL
8 4 (1.70%) Apex Code
8 4 (1.70%) VB.NET
9 3 (1.28%) PowerShell
9 3 (1.28%) Shell Script
9 3 (1.28%) Tcl
10 2 (0.85%) ABAP
10 2 (0.85%) MATLAB
10 2 (0.85%) XAML
Qualifications
1 42 (17.87%) 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%) SAS Certification
Quality Assurance & Compliance
1 5 (2.13%) Data Quality
2 2 (0.85%) SLA
3 1 (0.43%) COBIT
3 1 (0.43%) ISO/IEC 20000
3 1 (0.43%) ISO/IEC 27001
3 1 (0.43%) QA
3 1 (0.43%) Sarbanes-Oxley
Systems Management
1 6 (2.55%) OpenView
Vendors
1 52 (22.13%) Microsoft
2 50 (21.28%) SAP
3 49 (20.85%) Oracle
4 16 (6.81%) Cognos
5 12 (5.11%) MicroStrategy
6 7 (2.98%) Salesforce.com
7 5 (2.13%) Ab Initio
8 4 (1.70%) Tableau
8 4 (1.70%) Teradata
9 3 (1.28%) Adobe
9 3 (1.28%) Casewise
9 3 (1.28%) IBM
9 3 (1.28%) Trillium
10 2 (0.85%) Google
10 2 (0.85%) IDERA
10 2 (0.85%) RedGate
10 2 (0.85%) Siebel
11 1 (0.43%) EPiServer
11 1 (0.43%) JD Edwards
11 1 (0.43%) Vertica
Walsall, West Midlands (County)
Searchability
Salary: £35000 - £55000 per annum
Posted: 6 hours ago
Birmingham, West Midlands (County)
HS2
Salary: Competitive
Posted: 10 hours ago
Stoke-on-trent, Staffordshire
Evolution Recruitment Solutions Ltd
Salary: Benefits
Posted: Yesterday
Stoke-On-Trent, Staffordshire
Searchability
Salary: £25000 - £35000 per annum
Posted: Yesterday
Birmingham, West Midlands (County)
CGI
Salary: £60000 - £70000 per annum + benefits
Posted: Yesterday
Worcester, Worcestershire
Nigel Frank International Ltd
Salary: £30000 - £42000 per annum + Pension, Negotiable
Posted: 2 days ago
Coventry, West Midlands (County)
Spargonet Consulting Plc
Salary: £50000 - £55000 per annum, Benefits Pension, Health, Life and 25 days
Posted: 3 days ago
Warwick
TDA Group
Salary: £350 - £500 per day
Posted: 7 days ago
Birmingham
Applause IT Ltd
Salary: £25000 - £35000 per annum + benefits!
Posted: 13 days ago
Solihull
Nigel Frank International Ltd
Salary: £32000 - £42000 per annum + Pension, Negotiable
Posted: 17 days ago
Warwickshire
Nigel Frank International Ltd
Salary: £50000 - £55000 per annum + Bonus + Travel
Posted: 17 days ago
Redditch
Nigel Frank International Ltd
Salary: £30000 - £40000 per annum + Pension, Negotiable
Posted: 20 days ago
Birmingham
Nigel Frank International Ltd
Salary: £32000 - £40000 per annum + Pension, Negotiable
Posted: 22 days ago