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 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 144 105 163
Rank change year-on-year
-39 +58
Permanent jobs citing Data Modelling 54 131 72
As % of all permanent IT jobs located in Berkshire 1.27% 2.47% 1.21%
As % of the Processes & Methodologies category 1.45% 2.90% 1.47%
Number of salaries quoted 48 93 54
Median salary £55,000 £62,500 £50,000
Median salary % change year-on-year
-12.00% +25.00%
90% offered a salary of more than £40,000 £46,300 £40,750
10% offered a salary of more than £70,000 £79,500 £65,000
UK excluding London median salary £47,500 £50,000 £45,000
% change year-on-year
-5.00% +11.11%
Data Modelling
South East

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
3734 4522 4885
As % of all permanent IT jobs located in Berkshire 87.94% 85.21% 82.43%
Number of salaries quoted 2877 3522 3245
Median salary £51,000 £52,500 £50,000
Median salary % change year-on-year
-2.85% +5.00%
90% offered a salary of more than £35,000 £35,000 £30,000
10% offered a salary of more than £72,500 £75,000 £70,000
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 29 September 2016.

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 29 September 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
Slough 0 18 £57,500 -20.68%
Reading -5 10 £40,000 -38.46%
Maidenhead -3 5 £70,000 +21.73%
Bracknell -5 4 £42,500 -26.08% 1
Windsor - 2 £51,250 -
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Berkshire

For the 6 months to 29 September 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 Berkshire region with a requirement for Data Modelling.

1 63 (61.17%) SQL
2 58 (56.31%) Business Intelligence
3 46 (44.66%) ETL
4 43 (41.75%) Data Warehouse
5 37 (35.92%) SQL Server
6 32 (31.07%) Oracle
7 29 (28.16%) SOA
8 28 (27.18%) Analytical Skills
9 26 (25.24%) Finance
10 25 (24.27%) XML
11 24 (23.30%) Agile Software Development
12 22 (21.36%) Cognos
12 22 (21.36%) Logical Data Model
13 20 (19.42%) T-SQL
13 20 (19.42%) SQL Server Integration Services
14 19 (18.45%) Java
14 19 (18.45%) PL/SQL
14 19 (18.45%) DB2
15 18 (17.48%) Analytics
16 15 (14.56%) BusinessObjects
16 15 (14.56%) Microsoft
16 15 (14.56%) SQL Server 2014
17 14 (13.59%) SQL Server 2012
17 14 (13.59%) SQL Server Reporting Services
18 13 (12.62%) Stakeholder Management
18 13 (12.62%) Data Mining
19 12 (11.65%) XSD
19 12 (11.65%) Data Quality
19 12 (11.65%) Data Analysis Expressions (DAX)
19 12 (11.65%) Performance Tuning

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 6 (5.83%) JBoss
2 4 (3.88%) GlassFish
2 4 (3.88%) Tomcat
2 4 (3.88%) WebLogic
3 1 (0.97%) Elasticsearch
3 1 (0.97%) MQSeries
Applications
1 10 (9.71%) MS Excel
2 4 (3.88%) MS Project
Business Applications
1 4 (3.88%) Cognos Business Intelligence
2 3 (2.91%) SAP CO
2 3 (2.91%) SAP FI
2 3 (2.91%) SAP FI/CO
3 2 (1.94%) Eloqua
4 1 (0.97%) IBM Operational Decision Manager
Cloud Services
1 2 (1.94%) Oracle CX
2 1 (0.97%) SaaS
Communications & Networking
1 3 (2.91%) HTTP
Database & Business Intelligence
1 43 (41.75%) Data Warehouse
2 37 (35.92%) SQL Server
3 20 (19.42%) SQL Server Integration Services
4 19 (18.45%) DB2
5 15 (14.56%) BusinessObjects
5 15 (14.56%) SQL Server 2014
6 14 (13.59%) SQL Server 2012
6 14 (13.59%) SQL Server Reporting Services
7 13 (12.62%) Data Mining
8 11 (10.68%) QlikView
8 11 (10.68%) Relational Database
8 11 (10.68%) SQL Server Analysis Services
9 9 (8.74%) Data Mart
9 9 (8.74%) OLTP
10 8 (7.77%) OLAP
11 7 (6.80%) PowerCenter
12 6 (5.83%) Big Data
13 5 (4.85%) Microsoft Analysis Services
13 5 (4.85%) Pentaho
14 4 (3.88%) SAP BI
Development Applications
1 5 (4.85%) JIRA
2 3 (2.91%) XMLSpy
3 2 (1.94%) ERwin
3 2 (1.94%) Git (software)
3 2 (1.94%) SQL Server Management Studio (SSMS)
3 2 (1.94%) Subversion
3 2 (1.94%) Visual Studio
General
1 26 (25.24%) Finance
2 3 (2.91%) Retail
3 2 (1.94%) Advertising
3 2 (1.94%) Marketing
4 1 (0.97%) Manufacturing
4 1 (0.97%) Telecoms
Job Titles
1 33 (32.04%) Developer
2 22 (21.36%) Analyst
3 21 (20.39%) Architect
4 14 (13.59%) Business Intelligence Architect
4 14 (13.59%) SQL Developer
5 13 (12.62%) Business Intelligence Developer
6 9 (8.74%) SQL BI Developer
7 8 (7.77%) Business Analyst
7 8 (7.77%) Consultant
8 7 (6.80%) Designer
8 7 (6.80%) Informatica Engineer
8 7 (6.80%) Solutions Architect
8 7 (6.80%) SSIS Developer
8 7 (6.80%) Technical Analyst
9 6 (5.83%) Business Intelligence Solutions Architect
9 6 (5.83%) Financial Analyst
9 6 (5.83%) SOA Designer
10 5 (4.85%) Data Analyst
10 5 (4.85%) QlikView Developer
10 5 (4.85%) XML Developer
Libraries, Frameworks & Software Standards
1 25 (24.27%) XML
2 12 (11.65%) XSD
3 11 (10.68%) MDX
4 7 (6.80%) .NET
4 7 (6.80%) HTML
4 7 (6.80%) SOAP
4 7 (6.80%) XML Schema
4 7 (6.80%) XMLBeans
4 7 (6.80%) XSLT
5 6 (5.83%) Java EE
5 6 (5.83%) Web Services
6 5 (4.85%) JSON
6 5 (4.85%) REST
6 5 (4.85%) WSDL
7 3 (2.91%) ASP.NET
7 3 (2.91%) DOM
7 3 (2.91%) JMS
8 2 (1.94%) Middleware
8 2 (1.94%) RESTful
8 2 (1.94%) SAX
Miscellaneous
1 28 (27.18%) Analytical Skills
2 11 (10.68%) Statistics
3 8 (7.77%) Data Integration
4 3 (2.91%) Computer Science
4 3 (2.91%) Visualisation
5 2 (1.94%) iSeries
5 2 (1.94%) Reference Data
6 1 (0.97%) Cyberthreat
6 1 (0.97%) Digital Media
6 1 (0.97%) Economics
6 1 (0.97%) Enterprise Software
6 1 (0.97%) Mathematics
6 1 (0.97%) User Experience
Operating Systems
1 2 (1.94%) Linux
1 2 (1.94%) Windows
Processes & Methodologies
1 58 (56.31%) Business Intelligence
2 46 (44.66%) ETL
3 29 (28.16%) SOA
4 24 (23.30%) Agile Software Development
5 22 (21.36%) Logical Data Model
6 18 (17.48%) Analytics
7 13 (12.62%) Stakeholder Management
8 12 (11.65%) Performance Tuning
8 12 (11.65%) Physical Data Model
8 12 (11.65%) SDLC
9 11 (10.68%) Kimball Methodology
9 11 (10.68%) UML
10 9 (8.74%) Data Management
10 9 (8.74%) Waterfall
11 8 (7.77%) CRM
11 8 (7.77%) Translating Business Requirements
12 7 (6.80%) Project Management
12 7 (6.80%) Use Case
13 6 (5.83%) Data Governance
13 6 (5.83%) Presales
Programming Languages
1 63 (61.17%) SQL
2 20 (19.42%) T-SQL
3 19 (18.45%) Java
3 19 (18.45%) PL/SQL
4 12 (11.65%) Data Analysis Expressions (DAX)
5 7 (6.80%) XQuery
6 3 (2.91%) C#
7 2 (1.94%) RPG
7 2 (1.94%) XPath
8 1 (0.97%) JavaScript
8 1 (0.97%) PHP
8 1 (0.97%) Python
Qualifications
1 4 (3.88%) Degree
2 2 (1.94%) Security Cleared
3 1 (0.97%) DV Cleared
3 1 (0.97%) SC Cleared
Quality Assurance & Compliance
1 12 (11.65%) Data Quality
2 10 (9.71%) QA
Vendors
1 32 (31.07%) Oracle
2 22 (21.36%) Cognos
3 15 (14.56%) Microsoft
4 7 (6.80%) Informatica
4 7 (6.80%) SAP
5 3 (2.91%) webMethods
6 2 (1.94%) IBM
6 2 (1.94%) Salesforce.com
6 2 (1.94%) Siebel
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