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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Data Modelling
England / West Midlands
Rank 163 88 165
Rank change year-on-year
-75 +77
Permanent jobs citing Data Modelling 53 151 53
As % of all permanent IT jobs located in the West Midlands 1.09% 2.89% 1.06%
As % of the Processes & Methodologies category 1.23% 3.31% 1.24%
Number of salaries quoted 39 137 43
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £37,500 £34,550 £32,700
10% offered a salary of more than £63,000 £56,500 £52,000
UK excluding London median salary £47,500 £47,772 £46,000
% change year-on-year
-0.56% +3.85%

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
4326 4564 4272
As % of all permanent IT jobs located in the West Midlands 88.87% 87.33% 85.05%
Number of salaries quoted 3379 3758 3710
Median salary £42,500 £42,500 £41,500
Median salary % change year-on-year
- +2.40%
90% offered a salary of more than £27,500 £29,000 £27,850
10% offered a salary of more than £62,500 £65,000 £60,000
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 23 January 2017.

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 23 January 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 -2 15 £45,000 -10.89% 3
Solihull -5 11 £42,500 -22.01%
Birmingham -29 7 £52,500 +26.50% 2
Coventry +8 5 £40,500 -4.70% 1
Shropshire -7 3 £37,626 -5.93% 1
Walsall +22 2 £35,000 -41.66%
West Bromwich +10 1 £50,000 -6.10%
Sutton Coldfield +2 1 - -
Worcestershire -15 1 £31,500 -16.00%
Wolverhampton - 1 £37,500 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the West Midlands

For the 6 months to 23 January 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 59 (50.86%) Business Intelligence
2 48 (41.38%) SQL
2 48 (41.38%) Finance
3 41 (35.34%) Data Warehouse
4 30 (25.86%) ETL
5 29 (25.00%) SQL Server
5 29 (25.00%) Data Management
6 26 (22.41%) Microsoft
7 25 (21.55%) MS Excel
8 24 (20.69%) Agile Software Development
9 22 (18.97%) SQL Server Analysis Services
10 21 (18.10%) SQL Server Integration Services
10 21 (18.10%) SQL Server Reporting Services
11 20 (17.24%) Data Quality
12 18 (15.52%) Data Analysis
12 18 (15.52%) JavaScript
13 17 (14.66%) T-SQL
13 17 (14.66%) Oracle
13 17 (14.66%) .NET
14 16 (13.79%) Business Analysis
15 15 (12.93%) Degree
15 15 (12.93%) NHS
16 14 (12.07%) Migration
16 14 (12.07%) Data Migration
16 14 (12.07%) Master Data Management
16 14 (12.07%) Analytical Skills
17 13 (11.21%) Relational Database
17 13 (11.21%) Java
17 13 (11.21%) CRM
18 12 (10.34%) Informatica

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 7 (6.03%) Apache Spark
2 4 (3.45%) SAS
3 2 (1.72%) OpenStack
3 2 (1.72%) WildFly
4 1 (0.86%) Apache
4 1 (0.86%) Apache Pig
4 1 (0.86%) SharePoint
Applications
1 25 (21.55%) MS Excel
2 10 (8.62%) MS Office
2 10 (8.62%) MS PowerPoint
3 2 (1.72%) MS Visio
Business Applications
1 3 (2.59%) Dynamics CRM
1 3 (2.59%) Oracle 11i
1 3 (2.59%) Oracle EBS
1 3 (2.59%) Oracle EBS R12
1 3 (2.59%) Oracle Financials
2 2 (1.72%) Cognos Business Intelligence
2 2 (1.72%) Cognos TM1
2 2 (1.72%) SAP IS-U
3 1 (0.86%) OPENHousing
3 1 (0.86%) OpenText MBPM
3 1 (0.86%) OpenText Process Suite
Cloud Services
1 3 (2.59%) GitHub
2 1 (0.86%) Force.com
2 1 (0.86%) Microsoft Azure
Database & Business Intelligence
1 41 (35.34%) Data Warehouse
2 29 (25.00%) SQL Server
3 22 (18.97%) SQL Server Analysis Services
4 21 (18.10%) SQL Server Integration Services
4 21 (18.10%) SQL Server Reporting Services
5 13 (11.21%) Relational Database
6 10 (8.62%) Oracle Database
7 9 (7.76%) Big Data
7 9 (7.76%) OLAP
8 8 (6.90%) Oracle BI EE
9 7 (6.03%) Apache Hive
9 7 (6.03%) BusinessObjects
9 7 (6.03%) MS Access
9 7 (6.03%) MySQL
10 6 (5.17%) Oracle Database 11g
11 4 (3.45%) SQL CLR
11 4 (3.45%) SQL Server 2012
12 3 (2.59%) EDRMS
12 3 (2.59%) Enterprise Data Warehouse
12 3 (2.59%) SQL Server 2014
Development Applications
1 11 (9.48%) Team Foundation Server
2 10 (8.62%) Git (software)
3 8 (6.90%) Visual Studio
4 6 (5.17%) SQL Server Management Studio (SSMS)
5 3 (2.59%) Visual Studio Tools for Office
6 1 (0.86%) Ant
6 1 (0.86%) Eclipse
General
1 48 (41.38%) Finance
2 5 (4.31%) Games
2 5 (4.31%) Pharmaceutical
3 4 (3.45%) Marketing
4 3 (2.59%) Banking
4 3 (2.59%) Mandarin Language
5 2 (1.72%) Military
5 2 (1.72%) Retail
5 2 (1.72%) Telecoms
6 1 (0.86%) Investment Banking
6 1 (0.86%) Retail Banking
Job Titles
1 38 (32.76%) Analyst
2 28 (24.14%) Business Analyst
3 23 (19.83%) Developer
4 12 (10.34%) Architect
5 10 (8.62%) Business Intelligence Developer
6 9 (7.76%) Administrator
6 9 (7.76%) Business Intelligence Analyst
6 9 (7.76%) Head of Data Management
6 9 (7.76%) SQL Developer
7 8 (6.90%) Data Architect
7 8 (6.90%) DBA
7 8 (6.90%) Senior DBA
8 7 (6.03%) Business Developer
8 7 (6.03%) Consultant
8 7 (6.03%) Data Consultant
8 7 (6.03%) Senior Developer
9 6 (5.17%) Data Business Analyst
9 6 (5.17%) Data Warehouse Consultant
9 6 (5.17%) Oracle Consultant
9 6 (5.17%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 17 (14.66%) .NET
2 10 (8.62%) HTML
3 8 (6.90%) jQuery
3 8 (6.90%) MDX
3 8 (6.90%) Web Services
3 8 (6.90%) XML
4 7 (6.03%) ASP.NET
4 7 (6.03%) CSS
5 6 (5.17%) Ajax
5 6 (5.17%) GeoJSON
5 6 (5.17%) JSON
6 4 (3.45%) J2EE
6 4 (3.45%) REST
7 3 (2.59%) ASP.NET Web API
7 3 (2.59%) HTML5
8 2 (1.72%) Hibernate
8 2 (1.72%) OpenDaylight
8 2 (1.72%) RESTful
8 2 (1.72%) Spring
9 1 (0.86%) SOAP
Miscellaneous
1 15 (12.93%) NHS
2 14 (12.07%) Analytical Skills
3 11 (9.48%) Management Information System
4 6 (5.17%) Computer Science
4 6 (5.17%) Data Integration
5 5 (4.31%) Visualisation
6 4 (3.45%) Enterprise Software
6 4 (3.45%) iPad
7 3 (2.59%) Algorithms
7 3 (2.59%) Fixed Income
7 3 (2.59%) Mobile App
7 3 (2.59%) Statistics
8 2 (1.72%) Data Centre
8 2 (1.72%) Data Extraction
8 2 (1.72%) Data Structures
8 2 (1.72%) Equities
8 2 (1.72%) Foreign Exchange (FX)
9 1 (0.86%) Derivative
Operating Systems
1 2 (1.72%) Linux
Processes & Methodologies
1 59 (50.86%) Business Intelligence
2 30 (25.86%) ETL
3 29 (25.00%) Data Management
4 24 (20.69%) Agile Software Development
5 18 (15.52%) Data Analysis
6 16 (13.79%) Business Analysis
7 14 (12.07%) Data Migration
7 14 (12.07%) Master Data Management
7 14 (12.07%) Migration
8 13 (11.21%) CRM
9 12 (10.34%) Data Architecture
10 11 (9.48%) Change Control
10 11 (9.48%) Continuous Integration
10 11 (9.48%) Logical Data Model
11 10 (8.62%) Information Management
12 9 (7.76%) Stakeholder Management
13 8 (6.90%) Cost-Benefit Analysis
13 8 (6.90%) Data Governance
13 8 (6.90%) Functional Testing
14 7 (6.03%) User Acceptance Testing
Programming Languages
1 48 (41.38%) SQL
2 18 (15.52%) JavaScript
3 17 (14.66%) T-SQL
4 13 (11.21%) Java
5 10 (8.62%) C#
6 4 (3.45%) PHP
7 3 (2.59%) VB.NET
8 2 (1.72%) VBA
9 1 (0.86%) Apex Code
9 1 (0.86%) C
9 1 (0.86%) PL/SQL
9 1 (0.86%) SOQL
9 1 (0.86%) VB
Qualifications
1 15 (12.93%) Degree
2 1 (0.86%) ISEB
Quality Assurance & Compliance
1 20 (17.24%) Data Quality
System Software
1 2 (1.72%) Docker
1 2 (1.72%) VMware Infrastructure
2 1 (0.86%) HDFS
Systems Management
1 2 (1.72%) Ansible
Vendors
1 26 (22.41%) Microsoft
2 17 (14.66%) Oracle
3 12 (10.34%) Informatica
4 7 (6.03%) SAP
5 6 (5.17%) Cloudera
6 3 (2.59%) IBM
7 2 (1.72%) Cisco
7 2 (1.72%) Cognos
7 2 (1.72%) Tableau
7 2 (1.72%) VMware
8 1 (0.86%) Capita
8 1 (0.86%) OpenText
8 1 (0.86%) Pega
8 1 (0.86%) Salesforce.com
Coventry, West Midlands (County)
Matt Burton Associates Ltd
Salary: £32k - 49k per year + Benefits
Posted: 1 hour ago
Telford, Shropshire
Haybrook IT Resourcing Ltd
Salary: Competitive
Posted: 3 days ago
Warwick, Warwickshire
First Utility
Salary: From £48,000 to £52,000 per annum + Bonus + Excellent Benefits
Posted: 12 days ago
Birmingham
Intouch Games
Salary: £35000 - £40000 per annum + benefits (inc flexi hrs)
Posted: 11 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £35000 - £40000 per annum + benefits (inc flexi hrs)
Posted: 11 days ago
Atherstone, Warwickshire
TNT Global IT
Posted: 19 days ago
Atherstone, Warwickshire
TNT Global IT
Posted: 19 days ago