The following table provides summary statistics for permanent job vacancies advertised in the West Midlands with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
England / West Midlands
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 160 172 138
Rank change year-on-year +12 -34  
Permanent jobs citing Data Modelling 71 73 86
As % of all permanent IT jobs advertised in the West Midlands 1.37% 1.20% 1.49%
As % of the Processes & Methodologies category 1.55% 1.35% 1.71%
Number of salaries quoted 53 51 59
Median salary £42,500 £45,000 £40,000
Median salary % change year-on-year -5.55% +12.50%  
90% offered a salary of more than £37,500 £38,500 £27,050
10% offered a salary of more than £62,000 £60,000 £55,900
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the West Midlands with a requirement for process and methodology skills.

Process & Methodology Skills
West Midlands
Permanent job vacancies with a requirement for process and methodology skills 4576 5402 5023
As % of all permanent IT job vacancies advertised in the West Midlands 88.27% 88.69% 87.31%
Number of salaries quoted 3797 4188 4136
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £29,100 £26,500 £27,500
10% offered a salary of more than £62,500 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in the West Midlands

The job posting trend of jobs advertised in the West Midlands citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling 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 in the West Midlands.

Salary trend for Data Modelling in the West Midlands

Data Modelling
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Data Modelling in the West Midlands over the 3 months to 26 June 2017.

Salary histogram for Data Modelling 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 26 June 2017. 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 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
Warwickshire +22 22 £42,500 -19.04% 2
Birmingham +5 18 £40,750 -9.44% 5
Coventry +3 14 £57,500 +35.29% 4
Solihull - 3 £35,000 -
Staffordshire +6 2 £39,000 -2.50%
Herefordshire - 2 - - 1
Data Modelling
England

For the 6 months to 26 June 2017, 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 78 (49.37%) SQL
2 53 (33.54%) Finance
3 50 (31.65%) Logical Data Model
4 42 (26.58%) SQL Server
5 35 (22.15%) Business Intelligence
6 29 (18.35%) XML
7 28 (17.72%) TOGAF
8 25 (15.82%) HTML
8 25 (15.82%) Analytical Skills
9 24 (15.19%) Enterprise Architecture
9 24 (15.19%) UML
9 24 (15.19%) Management Information System
10 22 (13.92%) XML Messaging
10 22 (13.92%) CSS
10 22 (13.92%) Degree
11 21 (13.29%) .NET
11 21 (13.29%) Data Lineage
12 20 (12.66%) Data Warehouse
12 20 (12.66%) Data Analysis
13 19 (12.03%) Data Governance
13 19 (12.03%) ETL
13 19 (12.03%) Conceptual Models
14 18 (11.39%) Business Analysis
15 17 (10.76%) CRM
15 17 (10.76%) JavaScript
15 17 (10.76%) Data Strategy
15 17 (10.76%) SDLC
16 16 (10.13%) Physical Data Model
16 16 (10.13%) Analytics
17 15 (9.49%) Kimball Methodology

Data Modelling
Co-occurring 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 9 (5.70%) SAS
2 5 (3.16%) Apache Spark
Applications
1 10 (6.33%) Microsoft Excel
2 3 (1.90%) Spreadsheet
3 2 (1.27%) SPSS
Business Applications
1 4 (2.53%) Dynamics CRM
2 3 (1.90%) OpenText MBPM
2 3 (1.90%) OpenText Process Suite
3 1 (0.63%) Actimize
3 1 (0.63%) SAP IS-U
Cloud Services
1 11 (6.96%) PaaS
1 11 (6.96%) SaaS
2 1 (0.63%) Microsoft Azure
Communications & Networking
1 3 (1.90%) Internet
Database & Business Intelligence
1 42 (26.58%) SQL Server
2 20 (12.66%) Data Warehouse
3 15 (9.49%) BusinessObjects
3 15 (9.49%) SQL Server Integration Services
4 11 (6.96%) Oracle Database
5 10 (6.33%) MySQL
5 10 (6.33%) Relational Database
5 10 (6.33%) SQL Server Analysis Services
5 10 (6.33%) SQL Server Reporting Services
6 9 (5.70%) DB2
7 7 (4.43%) QlikView
8 6 (3.80%) Big Data
8 6 (3.80%) Oracle Database 11g
8 6 (3.80%) Oracle Database 12c
9 5 (3.16%) Apache Hive
10 4 (2.53%) Oracle Database 10g
10 4 (2.53%) Oracle9i Database
10 4 (2.53%) RDBMS
11 3 (1.90%) BusinessObjects Web Intelligence
11 3 (1.90%) MongoDB
Development Applications
1 8 (5.06%) Git (software)
2 5 (3.16%) SQL Server Management Studio (SSMS)
3 4 (2.53%) Visual Studio Tools for Office
4 1 (0.63%) Visual Studio
General
1 53 (33.54%) Finance
2 9 (5.70%) Games
2 9 (5.70%) Marketing
3 5 (3.16%) Manufacturing
4 4 (2.53%) Retail
5 2 (1.27%) Automotive
5 2 (1.27%) Banking
5 2 (1.27%) Military
6 1 (0.63%) Back Office
6 1 (0.63%) Electronics
Job Titles
1 56 (35.44%) Architect
2 42 (26.58%) Analyst
3 33 (20.89%) Data Architect
4 31 (19.62%) Developer
5 23 (14.56%) Data Modeller
6 15 (9.49%) Data Analyst
7 11 (6.96%) Enterprise Architect
7 11 (6.96%) Systems Analyst
8 10 (6.33%) Business Analyst
9 9 (5.70%) Consultant
10 8 (5.06%) Business Systems Analyst
10 8 (5.06%) SQL Developer
11 6 (3.80%) Business Intelligence Developer
11 6 (3.80%) C# Developer
12 5 (3.16%) Business Intelligence Analyst
12 5 (3.16%) Data Business Analyst
12 5 (3.16%) Senior Analyst
12 5 (3.16%) Software Developer
13 4 (2.53%) Applications Architect
13 4 (2.53%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 29 (18.35%) XML
2 25 (15.82%) HTML
3 22 (13.92%) CSS
3 22 (13.92%) XML Messaging
4 21 (13.29%) .NET
5 15 (9.49%) Web Services
6 13 (8.23%) ASP.NET
7 10 (6.33%) jQuery
8 7 (4.43%) JSON
8 7 (4.43%) REST
9 6 (3.80%) ASP.NET Web API
10 5 (3.16%) Ajax
10 5 (3.16%) AngularJS
10 5 (3.16%) GeoJSON
11 4 (2.53%) HTML5
12 3 (1.90%) Express
12 3 (1.90%) MEAN Stack
12 3 (1.90%) Node.js
12 3 (1.90%) Twitter Bootstrap
13 1 (0.63%) CSS3
Miscellaneous
1 25 (15.82%) Analytical Skills
2 24 (15.19%) Management Information System
3 10 (6.33%) Computer Science
4 9 (5.70%) Algorithms
5 6 (3.80%) Mobile App
6 3 (1.90%) Internet of Things
7 2 (1.27%) Enterprise Software
7 2 (1.27%) Foreign Exchange (FX)
8 1 (0.63%) Equities
8 1 (0.63%) Fixed Income
8 1 (0.63%) iPad
8 1 (0.63%) User Experience
Processes & Methodologies
1 50 (31.65%) Logical Data Model
2 35 (22.15%) Business Intelligence
3 28 (17.72%) TOGAF
4 24 (15.19%) Enterprise Architecture
4 24 (15.19%) UML
5 21 (13.29%) Data Lineage
6 20 (12.66%) Data Analysis
7 19 (12.03%) Conceptual Models
7 19 (12.03%) Data Governance
7 19 (12.03%) ETL
8 18 (11.39%) Business Analysis
9 17 (10.76%) CRM
9 17 (10.76%) Data Strategy
9 17 (10.76%) SDLC
10 16 (10.13%) Analytics
10 16 (10.13%) Physical Data Model
11 15 (9.49%) Kimball Methodology
12 12 (7.59%) Agile Software Development
12 12 (7.59%) Data Management
12 12 (7.59%) ITIL
Programming Languages
1 78 (49.37%) SQL
2 17 (10.76%) JavaScript
3 14 (8.86%) C#
4 10 (6.33%) T-SQL
5 9 (5.70%) R
6 7 (4.43%) Java
6 7 (4.43%) Python
7 6 (3.80%) PL/SQL
8 4 (2.53%) PHP
8 4 (2.53%) VB.NET
9 3 (1.90%) MATLAB
10 1 (0.63%) ABAP
10 1 (0.63%) C++
Qualifications
1 22 (13.92%) Degree
2 8 (5.06%) Computer Science Degree
3 6 (3.80%) Master's Degree
4 5 (3.16%) ISEB
4 5 (3.16%) ITIL Certification
5 2 (1.27%) HNC
5 2 (1.27%) HND
5 2 (1.27%) MCITP
5 2 (1.27%) MCTS
5 2 (1.27%) Microsoft Certification
6 1 (0.63%) Numerate Degree
Quality Assurance & Compliance
1 9 (5.70%) Data Quality
2 1 (0.63%) FINRA
2 1 (0.63%) QA
Systems Management
1 4 (2.53%) SCCM
1 4 (2.53%) SCOM
Vendors
1 15 (9.49%) Oracle
2 9 (5.70%) Microsoft
3 6 (3.80%) IBM
4 5 (3.16%) Cloudera
4 5 (3.16%) Informatica
5 4 (2.53%) SolarWinds
6 3 (1.90%) OpenText
6 3 (1.90%) Pega
6 3 (1.90%) SAP
7 1 (0.63%) Rockwell
7 1 (0.63%) Siemens
7 1 (0.63%) Software AG
7 1 (0.63%) webMethods
Birmingham, West Midlands (County)
TEKsystems
Posted: 4 hours ago
Birmingham, West Midlands (County)
Opus Recruitment Solutions Ltd
Salary: £40000 - £50000 per annum
Posted: 3 days ago
Walsall, West Midlands (County)
Opus Recruitment Solutions Ltd
Salary: £40000 - £50000 per annum
Posted: 3 days ago
Birmingham
Michael Page Technology
Salary: £26000 - £35000 per annum + car, bonus, pension
Posted: 6 days ago
Birmingham, West Midlands (County)
Robert Walters
Salary: £35000 - £40000 per annum
Posted: 6 days ago
Warwickshire
Oscar
Salary: £65000 per annum
Posted: 5 days ago
Birmingham
Robert Walters UK
Salary: £60000 - £65000 per annum
Posted: 12 days ago
Coventry
Harvey Nash plc
Salary: £55000 - £60000 per annum + Package
Posted: 24 days ago
Warwickshire
Oscar
Salary: £65000 per annum
Posted: 5 days ago
Coventry, West Midlands (County)
The Coventry Building Society
Salary: £51,220 - 76,830 per year + Benefits
Posted: 20 days ago
Hereford
TUI Group Careers
Salary: Competitive
Posted: 14 days ago
Coventry, West Midlands (County)
Spring Technology
Posted: 6 days ago