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 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 172 128 170
Rank change year-on-year
-44 +42
Permanent jobs citing Data Modelling 61 89 69
As % of all permanent IT jobs located in the West Midlands 1.11% 1.73% 1.21%
As % of the Processes & Methodologies category 1.25% 2.02% 1.41%
Number of salaries quoted 41 76 54
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £35,000 £32,500 £30,000
10% offered a salary of more than £60,000 £60,000 £52,500
UK excluding London median salary £47,500 £48,272 £45,000
% change year-on-year
-1.59% +7.27%
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
4866 4412 4898
As % of all permanent IT jobs located in the West Midlands 88.76% 85.87% 85.81%
Number of salaries quoted 3772 3706 4310
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 £27,500 £27,500
10% offered a salary of more than £60,000 £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 4 December 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 4 December 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 -13 20 £51,125 +21.72% 5
Coventry +1 13 £40,500 -4.70% 2
Warwickshire -1 6 £40,000 -21.56% 5
Solihull -3 5 £42,500 -
Shropshire -7 4 £42,500 +6.25% 2
Walsall +15 2 £35,000 -36.36%
West Bromwich +4 2 £50,000 -28.57% 1
Staffordshire -21 2 £41,250 +10.73%
Worcestershire -1 1 £31,500 -16.00%
Herefordshire -12 1 £52,500 +42.85%
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the West Midlands

For the 6 months to 4 December 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 62 (50.00%) Finance
2 60 (48.39%) SQL
3 58 (46.77%) Business Intelligence
4 41 (33.06%) Data Warehouse
5 34 (27.42%) ETL
6 33 (26.61%) SQL Server
7 28 (22.58%) Microsoft
8 27 (21.77%) MS Excel
9 26 (20.97%) Oracle
9 26 (20.97%) Data Management
9 26 (20.97%) Degree
10 25 (20.16%) SQL Server Integration Services
10 25 (20.16%) SQL Server Reporting Services
11 24 (19.35%) Agile Software Development
12 21 (16.94%) SQL Server Analysis Services
12 21 (16.94%) T-SQL
13 19 (15.32%) Relational Database
14 18 (14.52%) Data Quality
15 17 (13.71%) JavaScript
15 17 (13.71%) .NET
16 16 (12.90%) Computer Science
16 16 (12.90%) Analytical Skills
17 15 (12.10%) Team Foundation Server
17 15 (12.10%) CRM
17 15 (12.10%) NHS
18 14 (11.29%) Migration
18 14 (11.29%) Management Information System
18 14 (11.29%) Master Data Management
19 13 (10.48%) Oracle 11i
19 13 (10.48%) Java

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 4 (3.23%) Apache Spark
1 4 (3.23%) SAS
2 2 (1.61%) OpenStack
2 2 (1.61%) WildFly
3 1 (0.81%) Apache
3 1 (0.81%) Apache Pig
3 1 (0.81%) Oracle SOA Suite
3 1 (0.81%) SharePoint
Applications
1 27 (21.77%) MS Excel
2 11 (8.87%) MS PowerPoint
3 10 (8.06%) MS Office
4 2 (1.61%) MS Visio
Business Applications
1 13 (10.48%) Oracle 11i
1 13 (10.48%) Oracle EBS R12
2 9 (7.26%) Oracle EBS
2 9 (7.26%) Oracle Financials
3 4 (3.23%) Oracle Applications
3 4 (3.23%) Oracle Assets
3 4 (3.23%) Oracle Cash Management
3 4 (3.23%) Oracle General Ledger
3 4 (3.23%) Oracle Payables
3 4 (3.23%) Oracle Receivables
4 3 (2.42%) Cognos Business Intelligence
4 3 (2.42%) Cognos TM1
4 3 (2.42%) Dynamics CRM
5 2 (1.61%) SAP IS-U
6 1 (0.81%) Dynamics AX
6 1 (0.81%) Infor M3
6 1 (0.81%) OPENHousing
6 1 (0.81%) SAP Oil and Gas
Cloud Services
1 5 (4.03%) GitHub
2 1 (0.81%) Force.com
2 1 (0.81%) Microsoft Azure
Database & Business Intelligence
1 41 (33.06%) Data Warehouse
2 33 (26.61%) SQL Server
3 25 (20.16%) SQL Server Integration Services
3 25 (20.16%) SQL Server Reporting Services
4 21 (16.94%) SQL Server Analysis Services
5 19 (15.32%) Relational Database
6 9 (7.26%) OLAP
7 8 (6.45%) Oracle BI EE
7 8 (6.45%) Oracle Database
8 7 (5.65%) BusinessObjects
8 7 (5.65%) MySQL
9 6 (4.84%) Big Data
9 6 (4.84%) MS Access
9 6 (4.84%) Oracle Database 11g
9 6 (4.84%) SQL Server 2008
10 5 (4.03%) EDRMS
10 5 (4.03%) SQL Server 2012
10 5 (4.03%) SQL Server 2014
11 4 (3.23%) Apache Hive
11 4 (3.23%) SQL CLR
Development Applications
1 15 (12.10%) Team Foundation Server
2 8 (6.45%) Visual Studio
3 7 (5.65%) Git (software)
4 3 (2.42%) SQL Server Management Studio (SSMS)
4 3 (2.42%) Visual Studio Tools for Office
5 1 (0.81%) Ant
5 1 (0.81%) Eclipse
General
1 62 (50.00%) Finance
2 5 (4.03%) Games
2 5 (4.03%) Manufacturing
2 5 (4.03%) Marketing
2 5 (4.03%) Pharmaceutical
3 4 (3.23%) General Ledger
3 4 (3.23%) Telecoms
4 3 (2.42%) Mandarin Language
4 3 (2.42%) Retail
5 2 (1.61%) Banking
6 1 (0.81%) Electronics
6 1 (0.81%) Investment Banking
6 1 (0.81%) Legal
6 1 (0.81%) Military
6 1 (0.81%) Retail Banking
Job Titles
1 38 (30.65%) Analyst
2 28 (22.58%) Developer
3 27 (21.77%) Business Analyst
4 13 (10.48%) Oracle Analyst
5 12 (9.68%) Business Intelligence Developer
6 11 (8.87%) Architect
6 11 (8.87%) Oracle Business Analyst
6 11 (8.87%) SQL Developer
7 10 (8.06%) DBA
7 10 (8.06%) Senior Developer
8 9 (7.26%) Administrator
8 9 (7.26%) Head of Data Management
9 8 (6.45%) Consultant
9 8 (6.45%) Senior DBA
10 7 (5.65%) Business Developer
10 7 (5.65%) Business Intelligence Analyst
10 7 (5.65%) SQL Server Developer
11 6 (4.84%) Data Consultant
11 6 (4.84%) Data Modeller
11 6 (4.84%) Oracle Consultant
Libraries, Frameworks & Software Standards
1 17 (13.71%) .NET
2 10 (8.06%) HTML
3 8 (6.45%) MDX
4 7 (5.65%) jQuery
4 7 (5.65%) XML
5 6 (4.84%) CSS
6 4 (3.23%) J2EE
6 4 (3.23%) Web Services
7 3 (2.42%) Ajax
7 3 (2.42%) ASP.NET
7 3 (2.42%) GeoJSON
7 3 (2.42%) HTML5
7 3 (2.42%) JSON
8 2 (1.61%) .NET Framework
8 2 (1.61%) Entity Framework
8 2 (1.61%) Hibernate
8 2 (1.61%) OpenDaylight
8 2 (1.61%) RESTful
8 2 (1.61%) Spring
9 1 (0.81%) REST
Miscellaneous
1 16 (12.90%) Analytical Skills
1 16 (12.90%) Computer Science
2 15 (12.10%) NHS
3 14 (11.29%) Management Information System
4 7 (5.65%) Visualisation
5 5 (4.03%) Statistics
6 4 (3.23%) Data Structures
6 4 (3.23%) Enterprise Software
6 4 (3.23%) iPad
6 4 (3.23%) Life Science
7 3 (2.42%) Algorithms
7 3 (2.42%) Data Integration
8 2 (1.61%) Data Centre
8 2 (1.61%) Data Extraction
8 2 (1.61%) Fixed Income
8 2 (1.61%) Foreign Exchange (FX)
8 2 (1.61%) Replication
9 1 (0.81%) Clustering
9 1 (0.81%) Equities
9 1 (0.81%) Tandem
Operating Systems
1 2 (1.61%) Linux
1 2 (1.61%) Windows
Processes & Methodologies
1 58 (46.77%) Business Intelligence
2 34 (27.42%) ETL
3 26 (20.97%) Data Management
4 24 (19.35%) Agile Software Development
5 15 (12.10%) CRM
6 14 (11.29%) Master Data Management
6 14 (11.29%) Migration
7 13 (10.48%) Data Migration
8 12 (9.68%) Business Analysis
9 11 (8.87%) Change Control
9 11 (8.87%) Continuous Integration
9 11 (8.87%) Data Analysis
10 10 (8.06%) Information Management
10 10 (8.06%) Project Management
10 10 (8.06%) Stakeholder Management
10 10 (8.06%) System Testing
11 9 (7.26%) Data Architecture
12 8 (6.45%) Functional Testing
12 8 (6.45%) Kimball Methodology
12 8 (6.45%) User Acceptance Testing
Programming Languages
1 60 (48.39%) SQL
2 21 (16.94%) T-SQL
3 17 (13.71%) JavaScript
4 13 (10.48%) Java
5 8 (6.45%) C#
6 4 (3.23%) PHP
6 4 (3.23%) VB.NET
7 2 (1.61%) VBA
8 1 (0.81%) ABAP
8 1 (0.81%) Apex Code
8 1 (0.81%) C
8 1 (0.81%) PL/SQL
8 1 (0.81%) SOQL
8 1 (0.81%) VB
Qualifications
1 26 (20.97%) Degree
2 2 (1.61%) Microsoft Certification
3 1 (0.81%) ISEB
3 1 (0.81%) MCITP
3 1 (0.81%) MCTS
Quality Assurance & Compliance
1 18 (14.52%) Data Quality
System Software
1 2 (1.61%) Docker
1 2 (1.61%) VMware Infrastructure
2 1 (0.81%) HDFS
Systems Management
1 2 (1.61%) Ansible
Vendors
1 28 (22.58%) Microsoft
2 26 (20.97%) Oracle
3 9 (7.26%) Informatica
3 9 (7.26%) SAP
4 5 (4.03%) Cognos
5 3 (2.42%) Cloudera
5 3 (2.42%) IBM
5 3 (2.42%) Tableau
6 2 (1.61%) Cisco
6 2 (1.61%) Salesforce.com
6 2 (1.61%) VMware
6 2 (1.61%) Zoomdata
7 1 (0.81%) Capita
7 1 (0.81%) IDERA
7 1 (0.81%) JD Edwards
7 1 (0.81%) Kronos
7 1 (0.81%) Siebel
Telford, Shropshire
Experis Ltd
Salary: £35000.00 - £40000 per annum + pension + benefits
Posted: Yesterday
Atherstone, Warwickshire
TNT Global IT
Posted: 2 days ago
Birmingham
Defence Infrastructure Organisation
Posted: 8 days ago
West Bromwich
Hays Specialist Recruitment Ltd
Salary: £45000.00 - £55000.00 per annum
Posted: 17 days ago
Coventry, West Midlands (County)
The Coventry Building Society
Salary: £51,220 - 78,320 per year + Benefits
Posted: 11 days ago
Warwick, Warwickshire
First Utility
Salary: From £48,000 to £52,000 per annum + Excellent Benefits
Posted: 20 days ago
Birmingham, West Midlands (County)
Crimson Ltd
Salary: £40000 - £45000 per annum + Car Allowance & Company Benefits
Posted: 2 days ago
Atherstone, Warwickshire
TNT Global IT
Posted: 17 days ago
Smethwick, West Midlands (County)
Pimlico Banks Recruitment
Salary: Up to £40,000 per annum + 15% Bonus + Benefits
Posted: 5 days ago
Birmingham, West Midlands (County)
Aston EyeTech Limited
Salary: Circa £36,000 per-annum, plus performance related bonus.
Posted: 15 days ago
Atherstone, Warwickshire
TNT Global IT
Posted: 23 days ago