The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Berkshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Data Modelling
South East / Berkshire
Rank 138 110 152
Rank change year-on-year
-28 +42
Permanent jobs citing Data Modelling 47 115 80
As % of all permanent IT jobs located in Berkshire 1.36% 2.24% 1.45%
As % of the Processes & Methodologies category 1.59% 2.58% 1.70%
Number of salaries quoted 40 90 51
Median salary £55,000 £45,000 £56,000
Median salary % change year-on-year
+22.22% -19.64%
90% offered a salary of more than £36,500 £40,000 £42,500
10% offered a salary of more than £70,000 £65,000 £75,000
UK excluding London median salary £48,000 £47,500 £46,377
% change year-on-year
+1.05% +2.42%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Berkshire region.

Processes & Methodologies Category
Berkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
2956 4464 4698
As % of all permanent IT jobs located in Berkshire 85.66% 86.87% 85.40%
Number of salaries quoted 2308 3631 3438
Median salary £52,500 £52,500 £50,000
Median salary % change year-on-year
- +5.00%
90% offered a salary of more than £32,500 £35,000 £35,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Berkshire

The demand trend of job ads across the Berkshire 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 Berkshire

Data Modelling
Salary Trend in Berkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling across the Berkshire region.

Data Modelling Salary Trend in Berkshire

Data Modelling
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Berkshire region over the 3 months to 24 February 2017.

Data Modelling Salary Histogram in Berkshire

Data Modelling
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Berkshire region over the 3 months to 24 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
Reading +13 10 £37,000 -12.94%
Wokingham +6 9 £36,500 -55.21% 1
Maidenhead +5 6 £51,250 -2.38% 2
Slough +18 5 £62,500 +13.63% 1
Windsor -9 1 - -
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Berkshire

For the 6 months to 24 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 Berkshire region with a requirement for Data Modelling.

1 63 (60.00%) Agile Software Development
2 56 (53.33%) SQL
3 44 (41.90%) SQL Server
4 43 (40.95%) Oracle
5 34 (32.38%) ETL
5 34 (32.38%) Business Intelligence
6 33 (31.43%) SOA
7 31 (29.52%) Analytical Skills
8 29 (27.62%) Web Services
9 28 (26.67%) Data Warehouse
10 25 (23.81%) XML
11 23 (21.90%) Java
12 22 (20.95%) Finance
13 20 (19.05%) Degree
13 20 (19.05%) Data Quality
14 19 (18.10%) SQL Server Integration Services
15 18 (17.14%) Tableau
15 18 (17.14%) Team Foundation Server
15 18 (17.14%) PL/SQL
15 18 (17.14%) C#
15 18 (17.14%) MS Excel
16 17 (16.19%) Toad
16 17 (16.19%) HTML
16 17 (16.19%) Enterprise Software
17 16 (15.24%) JavaScript
17 16 (15.24%) .NET
17 16 (15.24%) Visual Studio
17 16 (15.24%) UML
17 16 (15.24%) Ajax
18 15 (14.29%) Waterfall

Data Modelling
Top Related IT Skills in Berkshire 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 13 (12.38%) Oracle SOA Suite
2 9 (8.57%) JBoss
3 8 (7.62%) GlassFish
3 8 (7.62%) Tomcat
3 8 (7.62%) WebLogic
4 2 (1.90%) Cloud Foundry
Applications
1 18 (17.14%) MS Excel
2 1 (0.95%) Spreadsheet
Business Applications
1 2 (1.90%) Dynamics CRM
2 1 (0.95%) SAP Oil and Gas
Cloud Services
1 1 (0.95%) Amazon AWS
1 1 (0.95%) Microsoft Azure
Communications & Networking
1 4 (3.81%) HTTP
Database & Business Intelligence
1 44 (41.90%) SQL Server
2 28 (26.67%) Data Warehouse
3 19 (18.10%) SQL Server Integration Services
4 11 (10.48%) Relational Database
5 10 (9.52%) BusinessObjects
6 8 (7.62%) SQL Server Reporting Services
7 7 (6.67%) Oracle Database
7 7 (6.67%) SQL Server Analysis Services
8 6 (5.71%) Oracle Reports
8 6 (5.71%) Power BI
8 6 (5.71%) Star Schema
9 5 (4.76%) Data Mining
9 5 (4.76%) DTS
9 5 (4.76%) OLAP
9 5 (4.76%) Oracle OLAP
9 5 (4.76%) Snowflake Schema
9 5 (4.76%) SQL Server 2005
9 5 (4.76%) SQL Server 2008
9 5 (4.76%) SQL Server 2012
10 4 (3.81%) SAP HANA
Development Applications
1 18 (17.14%) Team Foundation Server
2 17 (16.19%) Toad
3 16 (15.24%) Visual Studio
4 8 (7.62%) Oracle Forms
5 5 (4.76%) Git (software)
6 4 (3.81%) JMeter
6 4 (3.81%) Rational Performance Tester
6 4 (3.81%) Subversion
7 3 (2.86%) ERwin
8 2 (1.90%) Talend Open Studio
9 1 (0.95%) Atlassian Bamboo
9 1 (0.95%) Jenkins
9 1 (0.95%) NuGet
General
1 22 (20.95%) Finance
2 8 (7.62%) Telecoms
3 6 (5.71%) Banking
4 5 (4.76%) Games
4 5 (4.76%) Retail
5 3 (2.86%) Pharmaceutical
6 2 (1.90%) Marketing
7 1 (0.95%) Electronics
7 1 (0.95%) Manufacturing
Job Titles
1 48 (45.71%) Developer
2 24 (22.86%) Architect
3 13 (12.38%) Solutions Architect
4 11 (10.48%) .NET Developer
5 10 (9.52%) Analyst
5 10 (9.52%) Consultant
6 9 (8.57%) Business Intelligence Developer
6 9 (8.57%) Oracle Developer
7 8 (7.62%) ASP.NET Developer
7 8 (7.62%) C# .NET Developer
7 8 (7.62%) C# ASP.NET Developer
7 8 (7.62%) C# Developer
7 8 (7.62%) Data Warehouse Developer
7 8 (7.62%) Oracle Data Warehouse Developer
8 7 (6.67%) MIS Developer
9 6 (5.71%) Senior Developer
9 6 (5.71%) Software Developer
9 6 (5.71%) XML Specialist
10 5 (4.76%) Data Architect
10 5 (4.76%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 29 (27.62%) Web Services
2 25 (23.81%) XML
3 17 (16.19%) HTML
4 16 (15.24%) .NET
4 16 (15.24%) Ajax
5 14 (13.33%) ASP.NET
6 12 (11.43%) jQuery
7 11 (10.48%) HTML5
7 11 (10.48%) Java EE
8 10 (9.52%) REST
9 8 (7.62%) ASP.NET MVC
9 8 (7.62%) SOAP
10 7 (6.67%) XSLT
11 5 (4.76%) CSS
11 5 (4.76%) JSON
11 5 (4.76%) XSD
12 4 (3.81%) DOM
12 4 (3.81%) JMX
12 4 (3.81%) XML Schema
12 4 (3.81%) XMLBeans
Miscellaneous
1 31 (29.52%) Analytical Skills
2 17 (16.19%) Enterprise Software
3 14 (13.33%) Computer Science
4 11 (10.48%) Management Information System
5 5 (4.76%) Kinect
5 5 (4.76%) NHS
5 5 (4.76%) Xbox
6 3 (2.86%) Robotics
7 2 (1.90%) Fintech
8 1 (0.95%) Algorithms
8 1 (0.95%) CUDA
8 1 (0.95%) Data Structures
8 1 (0.95%) iSeries
8 1 (0.95%) Mobile App
8 1 (0.95%) Reference Data
8 1 (0.95%) Semantic Web
8 1 (0.95%) User Experience
8 1 (0.95%) Virtual Team
Operating Systems
1 7 (6.67%) Android
1 7 (6.67%) Apple iOS
2 2 (1.90%) Linux
2 2 (1.90%) Windows
3 1 (0.95%) Windows Server
Processes & Methodologies
1 63 (60.00%) Agile Software Development
2 34 (32.38%) Business Intelligence
2 34 (32.38%) ETL
3 33 (31.43%) SOA
4 16 (15.24%) UML
5 15 (14.29%) Waterfall
6 14 (13.33%) Analytics
6 14 (13.33%) Data Management
6 14 (13.33%) Mentoring
6 14 (13.33%) Software Engineering
7 13 (12.38%) ArchiMate
8 12 (11.43%) Process Management
9 11 (10.48%) Logical Data Model
9 11 (10.48%) Project Management
9 11 (10.48%) Test Strategy
10 10 (9.52%) Data Analytics
11 9 (8.57%) Data Integration
11 9 (8.57%) Migration
11 9 (8.57%) Scrum
11 9 (8.57%) SDLC
Programming Languages
1 56 (53.33%) SQL
2 23 (21.90%) Java
3 18 (17.14%) C#
3 18 (17.14%) PL/SQL
4 16 (15.24%) JavaScript
5 11 (10.48%) Python
5 11 (10.48%) T-SQL
6 6 (5.71%) C
7 5 (4.76%) C++
8 4 (3.81%) R
8 4 (3.81%) XQuery
9 3 (2.86%) XPath
10 2 (1.90%) VBA
11 1 (0.95%) ABAP
11 1 (0.95%) Bash Shell
11 1 (0.95%) MATLAB
11 1 (0.95%) RPG
Qualifications
1 20 (19.05%) Degree
2 4 (3.81%) ISTQB
3 1 (0.95%) PhD
Quality Assurance & Compliance
1 20 (19.05%) Data Quality
2 1 (0.95%) QA
Systems Management
1 8 (7.62%) HP Quality Center
2 4 (3.81%) HP SiteScope
2 4 (3.81%) Perfmon
2 4 (3.81%) SCCM
3 2 (1.90%) Ansible
Vendors
1 43 (40.95%) Oracle
2 18 (17.14%) Tableau
3 10 (9.52%) SAP
4 9 (8.57%) HP
5 6 (5.71%) IBM
5 6 (5.71%) Informatica
5 6 (5.71%) Microsoft
6 4 (3.81%) Riverbed
6 4 (3.81%) ServiceNow
6 4 (3.81%) SOASTA, Inc
7 3 (2.86%) Cognos
8 2 (1.90%) Talend
8 2 (1.90%) TIBCO
9 1 (0.95%) Dell
9 1 (0.95%) Virgin Media
9 1 (0.95%) Xamarin
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