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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Data Modelling
England / West Midlands
Rank 129 132 161
Rank change year-on-year +3 +29  
Permanent jobs citing Data Modelling 87 115 56
As % of all permanent IT jobs advertised in the West Midlands 1.84% 1.87% 1.11%
As % of the Processes & Methodologies category 2.05% 2.12% 1.33%
Number of salaries quoted 73 109 42
Median salary £42,500 £45,000 £45,000
Median salary % change year-on-year -5.55% -  
90% offered a salary of more than £30,000 £35,000 £35,000
10% offered a salary of more than £68,700 £60,000 £57,500
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

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 4249 5420 4224
As % of all permanent IT job vacancies advertised in the West Midlands 89.96% 88.26% 83.74%
Number of salaries quoted 3440 4367 3531
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £28,500 £28,000 £27,500
10% offered a salary of more than £62,000 £62,500 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 25 March 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 25 March 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
Birmingham -2 33 £65,000 +44.44% 3
Warwickshire +42 30 £41,250 -8.33% 2
Solihull -7 10 £42,500 -10.52%
Coventry +13 3 £45,000 +4.04% 2
Shropshire - 3 £37,626 - 2
Walsall +14 2 £45,750 -8.50%
Sutton Coldfield -2 2 - -
Staffordshire -12 1 £27,500 -26.66%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the West Midlands

For the 6 months to 25 March 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 61 (42.07%) SQL
2 57 (39.31%) Business Intelligence
3 45 (31.03%) Finance
4 42 (28.97%) SQL Server
5 39 (26.90%) Logical Data Model
6 31 (21.38%) Data Warehouse
7 28 (19.31%) SQL Server Integration Services
8 26 (17.93%) SQL Server Analysis Services
8 26 (17.93%) ETL
9 25 (17.24%) SQL Server Reporting Services
10 24 (16.55%) Data Management
10 24 (16.55%) Enterprise Architecture
10 24 (16.55%) Degree
11 23 (15.86%) TOGAF
12 22 (15.17%) .NET
13 21 (14.48%) T-SQL
13 21 (14.48%) JavaScript
13 21 (14.48%) Analytical Skills
13 21 (14.48%) Data Lineage
14 19 (13.10%) Conceptual Models
14 19 (13.10%) Data Analysis
15 18 (12.41%) Microsoft
15 18 (12.41%) HTML
16 17 (11.72%) Agile Software Development
17 15 (10.34%) C#
17 15 (10.34%) Web Services
17 15 (10.34%) CSS
17 15 (10.34%) MS Excel
17 15 (10.34%) Business Analysis
17 15 (10.34%) Data Quality

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 11 (7.59%) Apache Spark
2 6 (4.14%) SAS
3 2 (1.38%) OpenStack
3 2 (1.38%) WildFly
4 1 (0.69%) Apache
4 1 (0.69%) Apache Pig
4 1 (0.69%) SharePoint
Applications
1 15 (10.34%) MS Excel
2 3 (2.07%) MS Office
2 3 (2.07%) MS PowerPoint
3 2 (1.38%) MS Visio
4 1 (0.69%) Spreadsheet
Business Applications
1 3 (2.07%) Dynamics CRM
1 3 (2.07%) OpenText MBPM
1 3 (2.07%) OpenText Process Suite
1 3 (2.07%) SAP IS-U
2 1 (0.69%) OPENHousing
Cloud Services
1 11 (7.59%) PaaS
1 11 (7.59%) SaaS
2 1 (0.69%) Force.com
2 1 (0.69%) GitHub
2 1 (0.69%) Microsoft Azure
Communications & Networking
1 1 (0.69%) Internet
Database & Business Intelligence
1 42 (28.97%) SQL Server
2 31 (21.38%) Data Warehouse
3 28 (19.31%) SQL Server Integration Services
4 26 (17.93%) SQL Server Analysis Services
5 25 (17.24%) SQL Server Reporting Services
6 13 (8.97%) Big Data
7 11 (7.59%) Apache Hive
8 8 (5.52%) MySQL
9 7 (4.83%) BusinessObjects
9 7 (4.83%) Relational Database
10 6 (4.14%) MS Access
10 6 (4.14%) OLAP
11 5 (3.45%) QlikView
12 4 (2.76%) Oracle Database
12 4 (2.76%) SAP BW
13 3 (2.07%) BODI
13 3 (2.07%) BusinessObjects Web Intelligence
14 2 (1.38%) NoSQL
14 2 (1.38%) SQL Server 2012
14 2 (1.38%) Star Schema
Development Applications
1 13 (8.97%) Git (software)
2 10 (6.90%) SQL Server Management Studio (SSMS)
3 6 (4.14%) Team Foundation Server
3 6 (4.14%) Visual Studio
4 3 (2.07%) Visual Studio Tools for Office
5 1 (0.69%) Ant
5 1 (0.69%) Eclipse
General
1 45 (31.03%) Finance
2 7 (4.83%) Games
3 6 (4.14%) Marketing
4 3 (2.07%) Banking
4 3 (2.07%) Military
4 3 (2.07%) Retail
5 2 (1.38%) Mandarin Language
5 2 (1.38%) Telecoms
6 1 (0.69%) Investment Banking
6 1 (0.69%) Manufacturing
6 1 (0.69%) Retail Banking
Job Titles
1 45 (31.03%) Architect
2 42 (28.97%) Analyst
3 30 (20.69%) Developer
4 19 (13.10%) Business Analyst
4 19 (13.10%) Data Architect
5 14 (9.66%) Business Intelligence Developer
6 13 (8.97%) SQL Developer
7 12 (8.28%) Data Modeller
8 11 (7.59%) Enterprise Architect
9 10 (6.90%) Data Analyst
10 8 (5.52%) Business Developer
10 8 (5.52%) Business Intelligence Analyst
10 8 (5.52%) C# Developer
11 7 (4.83%) Data Business Analyst
12 6 (4.14%) DBA
13 5 (3.45%) Administrator
13 5 (3.45%) Business Intelligence Business Analyst
13 5 (3.45%) Senior DBA
13 5 (3.45%) Transformation Analyst
14 4 (2.76%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 22 (15.17%) .NET
2 18 (12.41%) HTML
3 15 (10.34%) CSS
3 15 (10.34%) Web Services
4 14 (9.66%) ASP.NET
5 13 (8.97%) XML
6 10 (6.90%) Ajax
6 10 (6.90%) GeoJSON
6 10 (6.90%) JSON
6 10 (6.90%) XML Messaging
7 9 (6.21%) jQuery
7 9 (6.21%) REST
8 8 (5.52%) ASP.NET Web API
9 5 (3.45%) MDX
10 3 (2.07%) HTML5
11 2 (1.38%) Hibernate
11 2 (1.38%) J2EE
11 2 (1.38%) OpenDaylight
11 2 (1.38%) RESTful
11 2 (1.38%) Spring
Miscellaneous
1 21 (14.48%) Analytical Skills
2 14 (9.66%) Management Information System
3 8 (5.52%) Mobile App
4 6 (4.14%) Computer Science
5 5 (3.45%) Algorithms
6 3 (2.07%) NHS
7 2 (1.38%) Data Centre
7 2 (1.38%) Data Structures
7 2 (1.38%) Enterprise Software
7 2 (1.38%) Equities
7 2 (1.38%) Fixed Income
7 2 (1.38%) iPad
8 1 (0.69%) Derivative
8 1 (0.69%) Foreign Exchange (FX)
8 1 (0.69%) Internet of Things
Operating Systems
1 2 (1.38%) Linux
Processes & Methodologies
1 57 (39.31%) Business Intelligence
2 39 (26.90%) Logical Data Model
3 26 (17.93%) ETL
4 24 (16.55%) Data Management
4 24 (16.55%) Enterprise Architecture
5 23 (15.86%) TOGAF
6 21 (14.48%) Data Lineage
7 19 (13.10%) Conceptual Models
7 19 (13.10%) Data Analysis
8 17 (11.72%) Agile Software Development
9 15 (10.34%) Business Analysis
9 15 (10.34%) Data Governance
10 12 (8.28%) GAP Analysis
10 12 (8.28%) Physical Data Model
11 11 (7.59%) Data Architecture
11 11 (7.59%) OO
11 11 (7.59%) Stakeholder Management
12 10 (6.90%) Analytics
12 10 (6.90%) CRM
12 10 (6.90%) UML
Programming Languages
1 61 (42.07%) SQL
2 21 (14.48%) JavaScript
2 21 (14.48%) T-SQL
3 15 (10.34%) C#
4 12 (8.28%) Java
5 5 (3.45%) R
6 3 (2.07%) PHP
6 3 (2.07%) VB.NET
7 1 (0.69%) ABAP
7 1 (0.69%) Apex Code
7 1 (0.69%) C
7 1 (0.69%) C++
7 1 (0.69%) MATLAB
7 1 (0.69%) PL/SQL
7 1 (0.69%) Python
7 1 (0.69%) SOQL
7 1 (0.69%) VB
Qualifications
1 24 (16.55%) Degree
2 2 (1.38%) ITIL Certification
3 1 (0.69%) ISEB
Quality Assurance & Compliance
1 15 (10.34%) Data Quality
System Software
1 2 (1.38%) Docker
1 2 (1.38%) VMware Infrastructure
2 1 (0.69%) HDFS
Systems Management
1 2 (1.38%) Ansible
1 2 (1.38%) SCCM
1 2 (1.38%) SCOM
Vendors
1 18 (12.41%) Microsoft
2 10 (6.90%) Cloudera
2 10 (6.90%) Informatica
3 6 (4.14%) SAP
4 5 (3.45%) Oracle
5 3 (2.07%) OpenText
5 3 (2.07%) Pega
6 2 (1.38%) Cisco
6 2 (1.38%) SolarWinds
6 2 (1.38%) VMware
7 1 (0.69%) Capita
7 1 (0.69%) IBM
7 1 (0.69%) Rockwell
7 1 (0.69%) Salesforce.com
7 1 (0.69%) Siemens
Birmingham, West Midlands (County)
Erin Associates
Salary: £40000 per annum + Bonus & excellent benefits
Posted: 2 days ago
Birmingham
Intouch Games
Salary: £25000 - £35000 per annum + benefits (inc flexi hrs)
Posted: 2 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £25000 - £35000 per annum + benefits (inc flexi hrs)
Posted: Yesterday
Leamington Spa, Warwickshire
ninesharp
Posted: 2 days ago
Worcester, Worcestershire
Erin Associates
Salary: £40000 per annum + Bonus & excellent benefits
Posted: 5 days ago
Coventry, West Midlands (County)
Talent International
Salary: £40000 - £45000 per annum
Posted: 3 days ago
Wolverhampton
Churchill Frank
Salary: £35000 - £40000 per annum + Lifestyle
Posted: 26 days ago
Coventry, West Midlands (County)
Computer People
Salary: £40000.00 - £52000.00 per annum + Benefits + Bonus
Posted: 5 days ago