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

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Data Modelling
England / West Midlands
Rank 141 100 170
Rank change year-on-year
-41 +70
Permanent jobs citing Data Modelling 68 153 50
As % of all permanent IT jobs located in the West Midlands 1.45% 2.59% 0.98%
As % of the Processes & Methodologies category 1.61% 2.94% 1.18%
Number of salaries quoted 53 141 38
Median salary £42,500 £42,500 £41,000
Median salary % change year-on-year
- +3.65%
90% offered a salary of more than £30,000 £35,000 £34,800
10% offered a salary of more than £50,000 £55,000 £50,000
UK excluding London median salary £47,500 £47,500 £46,000
% change year-on-year
- +3.26%

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
4224 5210 4249
As % of all permanent IT jobs located in the West Midlands 89.83% 88.36% 83.58%
Number of salaries quoted 3377 4288 3581
Median salary £42,500 £44,000 £42,500
Median salary % change year-on-year
-3.40% +3.52%
90% offered a salary of more than £28,500 £30,000 £28,500
10% offered a salary of more than £60,000 £65,000 £65,000
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 February 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 February 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 +24 27 £45,000 -10.89% 3
Solihull -6 16 £42,500 -10.52%
Birmingham -26 10 £42,500 -5.55% 2
Walsall +17 4 £44,000 -26.66%
Shropshire - 3 £37,626 - 1
Sutton Coldfield +3 2 - -
West Bromwich +9 1 £50,000 +22.69%
Worcestershire -9 1 £31,500 -16.00% 1
Wolverhampton - 1 £37,500 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the West Midlands

For the 6 months to 23 February 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 60 (48.78%) SQL
2 59 (47.97%) Business Intelligence
3 44 (35.77%) Finance
4 39 (31.71%) SQL Server
5 37 (30.08%) Data Warehouse
6 32 (26.02%) ETL
7 31 (25.20%) SQL Server Integration Services
8 29 (23.58%) SQL Server Analysis Services
8 29 (23.58%) Data Management
9 28 (22.76%) SQL Server Reporting Services
9 28 (22.76%) Microsoft
10 26 (21.14%) MS Excel
11 25 (20.33%) T-SQL
12 23 (18.70%) Degree
13 22 (17.89%) Data Quality
13 22 (17.89%) .NET
14 21 (17.07%) JavaScript
15 19 (15.45%) Agile Software Development
16 18 (14.63%) Data Analysis
17 15 (12.20%) Analytical Skills
18 14 (11.38%) Business Analysis
18 14 (11.38%) Data Migration
18 14 (11.38%) Git (software)
18 14 (11.38%) HTML
18 14 (11.38%) Migration
19 13 (10.57%) Management Information System
19 13 (10.57%) C#
19 13 (10.57%) Web Services
19 13 (10.57%) Informatica
19 13 (10.57%) Big Data

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 (8.94%) Apache Spark
2 8 (6.50%) SAS
3 2 (1.63%) OpenStack
3 2 (1.63%) WildFly
4 1 (0.81%) Apache
4 1 (0.81%) Apache Pig
4 1 (0.81%) SharePoint
Applications
1 26 (21.14%) MS Excel
2 10 (8.13%) MS Office
2 10 (8.13%) MS PowerPoint
3 2 (1.63%) MS Visio
Business Applications
1 3 (2.44%) Dynamics CRM
1 3 (2.44%) SAP IS-U
2 2 (1.63%) OpenText MBPM
2 2 (1.63%) OpenText Process Suite
3 1 (0.81%) OPENHousing
Cloud Services
1 1 (0.81%) Force.com
1 1 (0.81%) GitHub
1 1 (0.81%) Microsoft Azure
Database & Business Intelligence
1 39 (31.71%) SQL Server
2 37 (30.08%) Data Warehouse
3 31 (25.20%) SQL Server Integration Services
4 29 (23.58%) SQL Server Analysis Services
5 28 (22.76%) SQL Server Reporting Services
6 13 (10.57%) Big Data
7 11 (8.94%) Apache Hive
8 10 (8.13%) Relational Database
9 9 (7.32%) OLAP
10 8 (6.50%) MySQL
11 7 (5.69%) MS Access
11 7 (5.69%) Oracle Database
12 6 (4.88%) BusinessObjects
12 6 (4.88%) QlikView
13 4 (3.25%) SAP BW
13 4 (3.25%) SQL CLR
13 4 (3.25%) SQL Server 2012
14 3 (2.44%) Oracle BI EE
14 3 (2.44%) Oracle Database 11g
14 3 (2.44%) SQL Server 2014
Development Applications
1 14 (11.38%) Git (software)
2 10 (8.13%) SQL Server Management Studio (SSMS)
3 9 (7.32%) Team Foundation Server
3 9 (7.32%) Visual Studio
4 3 (2.44%) Visual Studio Tools for Office
5 1 (0.81%) Ant
5 1 (0.81%) Eclipse
General
1 44 (35.77%) Finance
2 6 (4.88%) Games
3 5 (4.07%) Marketing
4 3 (2.44%) Banking
4 3 (2.44%) Mandarin Language
4 3 (2.44%) Military
4 3 (2.44%) Retail
5 2 (1.63%) Telecoms
6 1 (0.81%) Investment Banking
6 1 (0.81%) Retail Banking
Job Titles
1 36 (29.27%) Analyst
2 29 (23.58%) Developer
3 19 (15.45%) Architect
4 18 (14.63%) Business Analyst
5 14 (11.38%) SQL Developer
6 13 (10.57%) Business Intelligence Developer
6 13 (10.57%) Data Architect
7 9 (7.32%) Administrator
7 9 (7.32%) Business Intelligence Analyst
7 9 (7.32%) Data Analyst
7 9 (7.32%) Head of Data Management
8 8 (6.50%) DBA
8 8 (6.50%) Senior DBA
9 7 (5.69%) Business Developer
9 7 (5.69%) C# Developer
9 7 (5.69%) Data Business Analyst
10 6 (4.88%) Data Modeller
10 6 (4.88%) SSIS Developer
10 6 (4.88%) T-SQL Developer
11 5 (4.07%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 22 (17.89%) .NET
2 14 (11.38%) HTML
3 13 (10.57%) Web Services
4 12 (9.76%) ASP.NET
5 11 (8.94%) CSS
6 10 (8.13%) Ajax
6 10 (8.13%) GeoJSON
6 10 (8.13%) JSON
7 9 (7.32%) jQuery
8 8 (6.50%) MDX
8 8 (6.50%) REST
8 8 (6.50%) XML
9 7 (5.69%) ASP.NET Web API
10 4 (3.25%) XML Messaging
11 3 (2.44%) HTML5
11 3 (2.44%) J2EE
12 2 (1.63%) Hibernate
12 2 (1.63%) OpenDaylight
12 2 (1.63%) RESTful
12 2 (1.63%) Spring
Miscellaneous
1 15 (12.20%) Analytical Skills
2 13 (10.57%) Management Information System
3 10 (8.13%) NHS
4 7 (5.69%) Mobile App
5 6 (4.88%) Computer Science
6 4 (3.25%) Algorithms
6 4 (3.25%) Enterprise Software
6 4 (3.25%) iPad
7 2 (1.63%) Data Centre
7 2 (1.63%) Data Structures
7 2 (1.63%) Equities
7 2 (1.63%) Fixed Income
8 1 (0.81%) Derivative
8 1 (0.81%) Foreign Exchange (FX)
Operating Systems
1 2 (1.63%) Linux
Processes & Methodologies
1 59 (47.97%) Business Intelligence
2 32 (26.02%) ETL
3 29 (23.58%) Data Management
4 19 (15.45%) Agile Software Development
5 18 (14.63%) Data Analysis
6 14 (11.38%) Business Analysis
6 14 (11.38%) Data Migration
6 14 (11.38%) Migration
7 12 (9.76%) Analytics
7 12 (9.76%) Logical Data Model
8 11 (8.94%) Change Control
8 11 (8.94%) Continuous Integration
8 11 (8.94%) Data Architecture
8 11 (8.94%) Data Governance
8 11 (8.94%) Master Data Management
9 10 (8.13%) Information Management
9 10 (8.13%) OO
10 9 (7.32%) Cost-Benefit Analysis
10 9 (7.32%) CRM
11 8 (6.50%) Functional Testing
Programming Languages
1 60 (48.78%) SQL
2 25 (20.33%) T-SQL
3 21 (17.07%) JavaScript
4 13 (10.57%) C#
5 11 (8.94%) Java
6 4 (3.25%) PHP
6 4 (3.25%) R
7 3 (2.44%) VB.NET
8 2 (1.63%) VBA
9 1 (0.81%) ABAP
9 1 (0.81%) Apex Code
9 1 (0.81%) C
9 1 (0.81%) PL/SQL
9 1 (0.81%) SOQL
9 1 (0.81%) VB
Qualifications
1 23 (18.70%) Degree
Quality Assurance & Compliance
1 22 (17.89%) Data Quality
System Software
1 2 (1.63%) Docker
1 2 (1.63%) VMware Infrastructure
2 1 (0.81%) HDFS
Systems Management
1 2 (1.63%) Ansible
Vendors
1 28 (22.76%) Microsoft
2 13 (10.57%) Informatica
3 10 (8.13%) Cloudera
4 8 (6.50%) Oracle
5 7 (5.69%) SAP
6 2 (1.63%) Cisco
6 2 (1.63%) OpenText
6 2 (1.63%) Pega
6 2 (1.63%) Tableau
6 2 (1.63%) VMware
7 1 (0.81%) Capita
7 1 (0.81%) Salesforce.com
Birmingham, West Midlands (County)
Harvey Nash plc
Salary: £65000 - £70000 per annum
Posted: 18 hours ago
Birmingham
Intouch Games Ltd
Salary: £0 - £35,000 per year
Posted: 2 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £25000 - £35000 per annum + benefits (inc flexi hrs)
Posted: Yesterday
Worcester, Worcestershire
Erin Associates
Salary: £30000 - £35000 per annum + excellent benefits
Posted: 2 days ago
Warwick, Warwickshire
Codex
Salary: From £45,000 to £60,000 per annum
Posted: 3 days ago
Atherstone, Warwickshire
TNT Global IT
Posted: Yesterday
Telford, Shropshire
Experis Ltd
Salary: £35000 - £45000 per annum + pension + benefits
Posted: 6 days ago
Stoke-On-Trent, Staffordshire
bet365
Salary: Competitive Base Salary + Bonus and benefits
Posted: 15 days ago
Warwick, Warwickshire
Midcounties Cooperative
Salary: From £40,000 to £45,000 per annum
Posted: 21 days ago