The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
South East / Berkshire
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 120 134 156
Rank change year-on-year +14 +22  
Permanent jobs citing Data Modelling 63 90 81
As % of all permanent IT jobs advertised in Berkshire 1.87% 1.80% 1.48%
As % of the Processes & Methodologies category 2.19% 2.07% 1.72%
Number of salaries quoted 57 78 56
Median salary £52,500 £51,250 £55,000
Median salary % change year-on-year +2.43% -6.81%  
90% offered a salary of more than £35,900 £37,200 £43,750
10% offered a salary of more than £70,000 £75,000 £75,000
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 Berkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Berkshire
Permanent job vacancies with a requirement for process and methodology skills 2876 4347 4706
As % of all permanent IT job vacancies advertised in Berkshire 85.19% 87.15% 86.08%
Number of salaries quoted 2254 3498 3383
Median salary £52,500 £52,500 £52,500
90% offered a salary of more than £32,500 £35,000 £35,000
10% offered a salary of more than £72,500 £75,000 £72,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Berkshire

The job posting trend of jobs advertised in Berkshire 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 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 in Berkshire.

Salary trend for Data Modelling in Berkshire

Data Modelling
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Modelling in Berkshire over the 3 months to 28 March 2017.

Salary histogram for Data Modelling 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 28 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
Wokingham +18 17 £36,500 -55.21% 1
Slough +16 10 £67,500 +22.72%
Maidenhead +8 9 £48,500 -25.38% 2
Reading +4 6 £42,000 - 1
Windsor -12 1 - -
Data Modelling
South East

For the 6 months to 28 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 Berkshire region with a requirement for Data Modelling.

1 73 (58.87%) SQL
2 69 (55.65%) Agile Software Development
3 59 (47.58%) SQL Server
4 48 (38.71%) Oracle
5 45 (36.29%) ETL
6 42 (33.87%) Business Intelligence
7 37 (29.84%) Data Warehouse
8 34 (27.42%) Analytical Skills
9 32 (25.81%) Finance
10 31 (25.00%) MS Excel
10 31 (25.00%) Web Services
11 30 (24.19%) SQL Server Integration Services
12 28 (22.58%) Team Foundation Server
13 27 (21.77%) XML
14 26 (20.97%) C#
14 26 (20.97%) SOA
15 25 (20.16%) JavaScript
15 25 (20.16%) .NET
16 24 (19.35%) HTML
17 23 (18.55%) T-SQL
17 23 (18.55%) Ajax
18 22 (17.74%) ASP.NET
18 22 (17.74%) Tableau
19 21 (16.94%) Data Quality
20 20 (16.13%) Analytics
20 20 (16.13%) PL/SQL
20 20 (16.13%) Toad
20 20 (16.13%) Scrum
20 20 (16.13%) Degree
21 19 (15.32%) Software Engineering

Data Modelling
Co-occurring 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 8 (6.45%) Oracle SOA Suite
2 4 (3.23%) GlassFish
2 4 (3.23%) JBoss
2 4 (3.23%) Tomcat
2 4 (3.23%) WebLogic
3 2 (1.61%) Cloud Foundry
4 1 (0.81%) CMS
4 1 (0.81%) Sitefinity
Applications
1 31 (25.00%) MS Excel
2 4 (3.23%) Spreadsheet
Business Applications
1 2 (1.61%) Dynamics CRM
1 2 (1.61%) SAP CO
1 2 (1.61%) SAP FI
1 2 (1.61%) SAP FI/CO
1 2 (1.61%) SAP FSCM
1 2 (1.61%) SAP MM
1 2 (1.61%) SAP PS
1 2 (1.61%) SAP SD
2 1 (0.81%) SAP Oil and Gas
Cloud Services
1 1 (0.81%) Amazon AWS
1 1 (0.81%) Microsoft Azure
Communications & Networking
1 4 (3.23%) HTTP
Database & Business Intelligence
1 59 (47.58%) SQL Server
2 37 (29.84%) Data Warehouse
3 30 (24.19%) SQL Server Integration Services
4 14 (11.29%) BusinessObjects
5 12 (9.68%) SQL Server Reporting Services
6 10 (8.06%) Relational Database
7 9 (7.26%) Oracle Reports
7 9 (7.26%) Power BI
8 8 (6.45%) Qlik Sense
9 7 (5.65%) Big Data
9 7 (5.65%) DB2
9 7 (5.65%) SQL Server Analysis Services
10 6 (4.84%) Data Mining
10 6 (4.84%) Oracle Database
10 6 (4.84%) Star Schema
11 5 (4.03%) DTS
11 5 (4.03%) SAP BW
11 5 (4.03%) SAP HANA
11 5 (4.03%) Snowflake Schema
11 5 (4.03%) SQL Server 2012
Development Applications
1 28 (22.58%) Team Foundation Server
2 20 (16.13%) Toad
3 17 (13.71%) Visual Studio
4 9 (7.26%) Oracle Forms
5 8 (6.45%) NuGet
5 8 (6.45%) Subversion
6 4 (3.23%) Git (software)
6 4 (3.23%) JMeter
6 4 (3.23%) Rational Performance Tester
7 2 (1.61%) Talend Open Studio
8 1 (0.81%) Atlassian Bamboo
8 1 (0.81%) ERwin
8 1 (0.81%) gulp
8 1 (0.81%) Jenkins
General
1 32 (25.81%) Finance
2 11 (8.87%) Telecoms
3 7 (5.65%) Banking
3 7 (5.65%) Retail
4 6 (4.84%) Games
5 3 (2.42%) Pharmaceutical
6 2 (1.61%) Marketing
7 1 (0.81%) Electronics
7 1 (0.81%) Manufacturing
Job Titles
1 64 (51.61%) Developer
2 24 (19.35%) Architect
3 19 (15.32%) .NET Developer
4 15 (12.10%) ASP.NET Developer
4 15 (12.10%) C# .NET Developer
4 15 (12.10%) C# ASP.NET Developer
4 15 (12.10%) C# Developer
4 15 (12.10%) SQL Developer
5 13 (10.48%) Solutions Architect
6 12 (9.68%) Analyst
6 12 (9.68%) Business Intelligence Developer
6 12 (9.68%) Oracle Developer
7 11 (8.87%) Data Warehouse Developer
7 11 (8.87%) Oracle Data Warehouse Developer
8 8 (6.45%) Consultant
9 7 (5.65%) ASP.NET MVC Developer
9 7 (5.65%) Data Architect
9 7 (5.65%) MIS Developer
9 7 (5.65%) Senior Developer
10 6 (4.84%) Software Developer
Libraries, Frameworks & Software Standards
1 31 (25.00%) Web Services
2 27 (21.77%) XML
3 25 (20.16%) .NET
4 24 (19.35%) HTML
5 23 (18.55%) Ajax
6 22 (17.74%) ASP.NET
7 18 (14.52%) HTML5
8 16 (12.90%) ASP.NET MVC
8 16 (12.90%) REST
9 14 (11.29%) SOAP
10 12 (9.68%) CSS
10 12 (9.68%) jQuery
11 10 (8.06%) JSON
12 9 (7.26%) .NET Framework
13 5 (4.03%) Java EE
14 4 (3.23%) JMX
14 4 (3.23%) XSLT
15 2 (1.61%) Hibernate
15 2 (1.61%) Sass
15 2 (1.61%) Spring
Miscellaneous
1 34 (27.42%) Analytical Skills
2 17 (13.71%) Enterprise Software
3 12 (9.68%) Computer Science
4 11 (8.87%) Management Information System
5 8 (6.45%) Mobile App
6 6 (4.84%) Kinect
6 6 (4.84%) Xbox
7 5 (4.03%) NHS
8 3 (2.42%) PMI
8 3 (2.42%) Robotics
9 2 (1.61%) Data Structures
9 2 (1.61%) Fintech
10 1 (0.81%) Algorithms
10 1 (0.81%) Client/Server
10 1 (0.81%) CUDA
10 1 (0.81%) Reference Data
10 1 (0.81%) Semantic Web
10 1 (0.81%) User Experience
10 1 (0.81%) Virtual Team
Operating Systems
1 9 (7.26%) Windows
2 8 (6.45%) Android
2 8 (6.45%) Apple iOS
2 8 (6.45%) Windows Server
3 3 (2.42%) Linux
Processes & Methodologies
1 69 (55.65%) Agile Software Development
2 45 (36.29%) ETL
3 42 (33.87%) Business Intelligence
4 26 (20.97%) SOA
5 20 (16.13%) Analytics
5 20 (16.13%) Scrum
6 19 (15.32%) Software Engineering
7 18 (14.52%) Data Management
8 17 (13.71%) UML
9 16 (12.90%) MVC
10 15 (12.10%) Project Management
10 15 (12.10%) SDLC
11 13 (10.48%) ArchiMate
11 13 (10.48%) Continuous Integration
11 13 (10.48%) Data Analytics
11 13 (10.48%) Logical Data Model
11 13 (10.48%) Migration
11 13 (10.48%) OO
12 12 (9.68%) Process Management
12 12 (9.68%) Waterfall
Programming Languages
1 73 (58.87%) SQL
2 26 (20.97%) C#
3 25 (20.16%) JavaScript
4 23 (18.55%) T-SQL
5 20 (16.13%) PL/SQL
6 15 (12.10%) Java
7 12 (9.68%) Python
8 6 (4.84%) C
9 5 (4.03%) C++
9 5 (4.03%) R
10 4 (3.23%) ABAP
11 2 (1.61%) VBA
12 1 (0.81%) Bash Shell
12 1 (0.81%) MATLAB
12 1 (0.81%) XPath
12 1 (0.81%) XQuery
Qualifications
1 20 (16.13%) Degree
2 4 (3.23%) ISTQB
3 3 (2.42%) PMI Certification
4 1 (0.81%) PhD
Quality Assurance & Compliance
1 21 (16.94%) Data Quality
2 1 (0.81%) GDPR
Systems Management
1 8 (6.45%) HP Quality Center
2 4 (3.23%) HP SiteScope
2 4 (3.23%) Perfmon
2 4 (3.23%) SCCM
3 2 (1.61%) Ansible
Vendors
1 48 (38.71%) Oracle
2 22 (17.74%) Tableau
3 18 (14.52%) Microsoft
4 13 (10.48%) SAP
5 11 (8.87%) HP
6 7 (5.65%) IBM
6 7 (5.65%) Xamarin
7 6 (4.84%) Informatica
8 5 (4.03%) Cognos
9 4 (3.23%) Riverbed
9 4 (3.23%) ServiceNow
9 4 (3.23%) SOASTA, Inc
10 2 (1.61%) Talend
10 2 (1.61%) TIBCO
10 2 (1.61%) Virgin Media
11 1 (0.81%) Dell
Wokingham, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £20000 - £30000 per annum
Posted: 4 days ago
Berkshire
Austin Fraser
Salary: £55000 - £60000 per annum + Bonus + Benefits
Posted: 5 days ago
Reading, Berkshire
Sanderson
Salary: £35000.00 - £45000.00 per annum
Posted: 6 days ago
Berkshire
Computer People
Salary: £45000.00 - £55000.00 per annum
Posted: 4 days ago
Maidenhead, Berkshire
Maersk Line
Salary: Competitive
Posted: 12 days ago
Maidenhead, Berkshire
Maersk Line
Salary: Competitive
Posted: 12 days ago