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 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
South East / Berkshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 97 155 139
Rank change year-on-year +58 -16  
Permanent jobs citing Data Modelling 88 52 86
As % of all permanent IT jobs advertised in Berkshire 2.66% 1.15% 1.70%
As % of the Processes & Methodologies category 3.14% 1.30% 1.97%
Number of salaries quoted 68 44 60
Median salary £50,000 £58,350 £60,000
Median salary % change year-on-year -14.31% -2.75%  
90% offered a salary of more than £42,500 £38,250 £50,000
10% offered a salary of more than £77,500 £80,000 £75,250
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

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 2804 4008 4366
As % of all permanent IT job vacancies advertised in Berkshire 84.64% 88.48% 86.35%
Number of salaries quoted 2195 3175 3188
Median salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76%  
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £75,000 £75,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 27 June 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 27 June 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 +33 16 £72,500 +41.46% 1
Slough +4 12 £50,000 -11.11% 1
Maidenhead - 9 £42,500 - 1
Wokingham - 9 £55,000 -
Windsor -5 2 £50,000 -16.66%
Bracknell +16 1 £27,500 -52.87% 1
Data Modelling
South East

For the 6 months to 27 June 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 89 (59.33%) SQL
2 67 (44.67%) Finance
3 63 (42.00%) Agile Software Development
4 61 (40.67%) SQL Server
5 56 (37.33%) ETL
6 52 (34.67%) Business Intelligence
7 44 (29.33%) XML
8 41 (27.33%) T-SQL
9 39 (26.00%) Microsoft
10 38 (25.33%) Analytical Skills
11 35 (23.33%) Oracle
11 35 (23.33%) SQL Server Integration Services
12 34 (22.67%) .NET
12 34 (22.67%) JavaScript
13 33 (22.00%) Analytics
14 32 (21.33%) Data Warehouse
15 31 (20.67%) C#
15 31 (20.67%) ASP.NET
16 30 (20.00%) Scrum
17 27 (18.00%) Hadoop
18 26 (17.33%) REST
19 25 (16.67%) HTML
20 24 (16.00%) SOAP
20 24 (16.00%) Web Services
21 23 (15.33%) Visualisation
21 23 (15.33%) Team Foundation Server
21 23 (15.33%) QlikView
21 23 (15.33%) JSON
21 23 (15.33%) Qlik Sense
22 22 (14.67%) SDLC

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 (5.33%) CMS
1 8 (5.33%) Sitefinity
2 7 (4.67%) Apache Spark
3 4 (2.67%) Elasticsearch
4 2 (1.33%) Cloud Foundry
4 2 (1.33%) SharePoint
5 1 (0.67%) Apache
5 1 (0.67%) Apache Pig
5 1 (0.67%) BizTalk Server
5 1 (0.67%) SAS
Applications
1 14 (9.33%) Spreadsheet
2 6 (4.00%) Microsoft Excel
3 1 (0.67%) SPSS
Business Applications
1 8 (5.33%) SAP CO
1 8 (5.33%) SAP FI
1 8 (5.33%) SAP FI/CO
1 8 (5.33%) SAP FSCM
1 8 (5.33%) SAP MM
1 8 (5.33%) SAP PS
1 8 (5.33%) SAP SD
2 1 (0.67%) Dynamics GP
Cloud Services
1 6 (4.00%) Adobe Analytics
2 3 (2.00%) SaaS
3 2 (1.33%) Cortana Intelligence Suite
3 2 (1.33%) Microsoft Azure
4 1 (0.67%) Amazon AWS
Database & Business Intelligence
1 61 (40.67%) SQL Server
2 35 (23.33%) SQL Server Integration Services
3 32 (21.33%) Data Warehouse
4 27 (18.00%) Hadoop
5 23 (15.33%) Qlik Sense
5 23 (15.33%) QlikView
6 22 (14.67%) BusinessObjects
7 20 (13.33%) Apache Hive
7 20 (13.33%) Big Data
7 20 (13.33%) Power BI
8 18 (12.00%) DB2
8 18 (12.00%) SQL Server Reporting Services
9 16 (10.67%) Oracle Reports
10 15 (10.00%) Relational Database
11 13 (8.67%) Data Mining
12 8 (5.33%) SAP BW
13 6 (4.00%) OLTP
14 5 (3.33%) Impala
15 4 (2.67%) SAP Data Services
15 4 (2.67%) SQL Server Analysis Services
Development Applications
1 23 (15.33%) Team Foundation Server
2 16 (10.67%) NuGet
3 12 (8.00%) Git (software)
4 9 (6.00%) gulp
5 8 (5.33%) Subversion
6 7 (4.67%) Toad
7 6 (4.00%) Visual Studio
8 4 (2.67%) Oracle Forms
9 2 (1.33%) Jenkins
10 1 (0.67%) Atlassian Bamboo
10 1 (0.67%) ERwin
10 1 (0.67%) JIRA
10 1 (0.67%) Maven
General
1 67 (44.67%) Finance
2 17 (11.33%) Telecoms
3 12 (8.00%) Games
4 9 (6.00%) Marketing
4 9 (6.00%) Retail
5 8 (5.33%) Banking
6 1 (0.67%) Back Office
6 1 (0.67%) Financial Institution
Job Titles
1 83 (55.33%) Developer
2 29 (19.33%) Analyst
3 26 (17.33%) SQL Developer
4 25 (16.67%) .NET Developer
5 22 (14.67%) ASP.NET Developer
5 22 (14.67%) C# .NET Developer
5 22 (14.67%) C# ASP.NET Developer
5 22 (14.67%) C# Developer
6 21 (14.00%) Senior Developer
7 18 (12.00%) Senior Analyst
8 16 (10.67%) QlikView Developer
9 15 (10.00%) ASP.NET MVC Developer
10 14 (9.33%) Architect
11 12 (8.00%) MicroStrategy Developer
12 11 (7.33%) Senior Manager
13 10 (6.67%) Business Analyst
13 10 (6.67%) Business Intelligence Developer
13 10 (6.67%) Data Analyst
14 9 (6.00%) Senior .NET Developer
14 9 (6.00%) Senior ASP.NET Developer
Libraries, Frameworks & Software Standards
1 44 (29.33%) XML
2 34 (22.67%) .NET
3 31 (20.67%) ASP.NET
4 26 (17.33%) REST
5 25 (16.67%) HTML
6 24 (16.00%) SOAP
6 24 (16.00%) Web Services
7 23 (15.33%) JSON
8 22 (14.67%) .NET Framework
8 22 (14.67%) ASP.NET MVC
9 19 (12.67%) CSS
10 16 (10.67%) Ajax
10 16 (10.67%) HTML5
11 10 (6.67%) AngularJS
12 9 (6.00%) ASP.NET Web API
12 9 (6.00%) ASP.NET Web Forms
12 9 (6.00%) jQuery
12 9 (6.00%) KnockoutJS
12 9 (6.00%) React
13 6 (4.00%) Kafka
Miscellaneous
1 38 (25.33%) Analytical Skills
2 17 (11.33%) User Experience
3 9 (6.00%) Mobile App
4 7 (4.67%) Algorithms
5 6 (4.00%) Kinect
5 6 (4.00%) Xbox
6 5 (3.33%) Cyberthreat
6 5 (3.33%) Enterprise Software
6 5 (3.33%) EPoS
7 4 (2.67%) Wiki
8 3 (2.00%) Computer Science
8 3 (2.00%) Data Structures
8 3 (2.00%) PMI
9 2 (1.33%) NHS
10 1 (0.67%) Client/Server
10 1 (0.67%) CUDA
10 1 (0.67%) Driving Licence
10 1 (0.67%) iSeries
10 1 (0.67%) LIMS
10 1 (0.67%) Management Information System
Operating Systems
1 17 (11.33%) Windows
2 16 (10.67%) Windows Server
3 6 (4.00%) Android
3 6 (4.00%) Apple iOS
4 4 (2.67%) Linux
5 1 (0.67%) Unix
Processes & Methodologies
1 63 (42.00%) Agile Software Development
2 56 (37.33%) ETL
3 52 (34.67%) Business Intelligence
4 33 (22.00%) Analytics
5 30 (20.00%) Scrum
6 23 (15.33%) Visualisation
7 22 (14.67%) Data Visualisation
7 22 (14.67%) MVC
7 22 (14.67%) SDLC
8 21 (14.00%) DevOps
8 21 (14.00%) Software Engineering
9 20 (13.33%) OO
10 18 (12.00%) Continuous Integration
10 18 (12.00%) SOA
11 17 (11.33%) Data Management
11 17 (11.33%) Mentoring
11 17 (11.33%) UML
11 17 (11.33%) Web Development
12 16 (10.67%) Front End Development
12 16 (10.67%) SOLID
Programming Languages
1 89 (59.33%) SQL
2 41 (27.33%) T-SQL
3 34 (22.67%) JavaScript
4 31 (20.67%) C#
5 11 (7.33%) Python
6 10 (6.67%) Java
7 7 (4.67%) PL/SQL
8 6 (4.00%) ABAP
8 6 (4.00%) Bash Shell
8 6 (4.00%) Scala
9 4 (2.67%) C
10 3 (2.00%) R
11 2 (1.33%) MATLAB
12 1 (0.67%) C++
12 1 (0.67%) XPath
12 1 (0.67%) XQuery
Qualifications
1 12 (8.00%) Degree
2 7 (4.67%) Security Cleared
3 5 (3.33%) DV Cleared
4 4 (2.67%) Computer Science Degree
5 3 (2.00%) PMI Certification
6 2 (1.33%) Numerate Degree
6 2 (1.33%) SC Cleared
7 1 (0.67%) PhD
Quality Assurance & Compliance
1 18 (12.00%) Data Quality
2 1 (0.67%) COBIT
2 1 (0.67%) GDPR
2 1 (0.67%) ISO/IEC 19770
System Software
1 1 (0.67%) Apache Flume
1 1 (0.67%) HDFS
Systems Management
1 4 (2.67%) Kibana
2 2 (1.33%) Ansible
Vendors
1 39 (26.00%) Microsoft
2 35 (23.33%) Oracle
3 21 (14.00%) Tableau
4 16 (10.67%) Cognos
5 13 (8.67%) MicroStrategy
6 12 (8.00%) SAP
7 7 (4.67%) Adobe
7 7 (4.67%) Xamarin
8 6 (4.00%) Facebook
8 6 (4.00%) Google
9 3 (2.00%) HP
9 3 (2.00%) IBM
9 3 (2.00%) Salesforce.com
10 1 (0.67%) Cloudera
10 1 (0.67%) JD Edwards
10 1 (0.67%) Symantec
10 1 (0.67%) Virgin Media
Maidenhead, Berkshire
onezeero.
Salary: £44000 - £60000 per annum
Posted: 6 days ago
Bracknell, Berkshire
Oblix IT
Salary: From £60,000 to £65,000 per annum + Benefits
Posted: 4 days ago
Slough
Interquest - Korus Group - Brighton
Salary: £70000 - £80000 per annum
Posted: 22 days ago