The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Reading region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Data Modelling
Berkshire / Reading
Rank 103 106 139
Rank change year-on-year
+3 +33
Permanent jobs citing Data Modelling 10 43 8
As % of all permanent IT jobs located in Reading 0.71% 1.96% 0.35%
As % of the Processes & Methodologies category 0.84% 2.27% 0.42%
Number of salaries quoted 10 39 6
Median salary £37,250 £42,000 £70,000
Median salary % change year-on-year
-11.30% -40.00%
90% offered a salary of more than £37,000 £37,500 £64,625
10% offered a salary of more than £53,000 £58,000 £80,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

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

Processes & Methodologies Category
Reading
Permanent IT job ads with a match in the
Processes & Methodologies category
1189 1895 1919
As % of all permanent IT jobs located in Reading 84.39% 86.53% 84.28%
Number of salaries quoted 845 1501 1255
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £33,500 £35,000 £33,250
10% offered a salary of more than £70,000 £75,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Reading

The demand trend of job ads across the Reading 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 Reading

Data Modelling
Salary Trend in Reading

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

Data Modelling Salary Trend in Reading

Data Modelling
Salary Histogram in Reading

This chart provides a salary histogram for IT jobs citing Data Modelling across the Reading region over the 3 months to 18 January 2017.

Data Modelling Salary Histogram in Reading

Data Modelling
Top 30 Related IT Skills in Reading

For the 6 months to 18 January 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 Reading region with a requirement for Data Modelling.

1 11 (57.89%) SQL
2 10 (52.63%) Finance
3 8 (42.11%) Agile Software Development
4 7 (36.84%) XML
4 7 (36.84%) Data Quality
4 7 (36.84%) Relational Database
5 6 (31.58%) SQL Server Analysis Services
5 6 (31.58%) T-SQL
5 6 (31.58%) Oracle
5 6 (31.58%) Data Warehouse
5 6 (31.58%) Business Intelligence
5 6 (31.58%) MS Excel
5 6 (31.58%) SQL Server Integration Services
5 6 (31.58%) Degree
6 5 (26.32%) Business Analysis
6 5 (26.32%) SQL Server 2005
6 5 (26.32%) Software Engineering
6 5 (26.32%) SQL Server Reporting Services
6 5 (26.32%) Retail
6 5 (26.32%) BusinessObjects
6 5 (26.32%) NHS
6 5 (26.32%) Snowflake Schema
6 5 (26.32%) Star Schema
6 5 (26.32%) DTS
6 5 (26.32%) SQL Server
6 5 (26.32%) OLAP
6 5 (26.32%) Oracle Reports
6 5 (26.32%) Unit Testing
6 5 (26.32%) Security Management
6 5 (26.32%) Oracle OLAP

Data Modelling
Top Related IT Skills in Reading 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 2 (10.53%) JBoss
2 1 (5.26%) GlassFish
2 1 (5.26%) Oracle SOA Suite
2 1 (5.26%) Tomcat
2 1 (5.26%) WebLogic
Applications
1 6 (31.58%) MS Excel
Business Applications
1 3 (15.79%) SAP CO
1 3 (15.79%) SAP FI
1 3 (15.79%) SAP FI/CO
Cloud Services
1 1 (5.26%) Microsoft Azure
Database & Business Intelligence
1 7 (36.84%) Relational Database
2 6 (31.58%) Data Warehouse
2 6 (31.58%) SQL Server Analysis Services
2 6 (31.58%) SQL Server Integration Services
3 5 (26.32%) BusinessObjects
3 5 (26.32%) DTS
3 5 (26.32%) OLAP
3 5 (26.32%) Oracle OLAP
3 5 (26.32%) Oracle Reports
3 5 (26.32%) Power BI
3 5 (26.32%) Snowflake Schema
3 5 (26.32%) SQL Server
3 5 (26.32%) SQL Server 2005
3 5 (26.32%) SQL Server 2008
3 5 (26.32%) SQL Server 2012
3 5 (26.32%) SQL Server Reporting Services
3 5 (26.32%) Star Schema
4 3 (15.79%) Crystal Reports
4 3 (15.79%) SAP BW
5 1 (5.26%) Data Mining
General
1 10 (52.63%) Finance
2 5 (26.32%) Retail
3 3 (15.79%) Pharmaceutical
Job Titles
1 8 (42.11%) Developer
2 6 (31.58%) Business Intelligence Developer
3 5 (26.32%) Analyst
3 5 (26.32%) Senior Business Intelligence Developer
3 5 (26.32%) Senior Developer
3 5 (26.32%) Senior Software Developer
3 5 (26.32%) Software Developer
4 4 (21.05%) Consultant
5 3 (15.79%) SAP Analyst
5 3 (15.79%) Technical Consultant
5 3 (15.79%) Technical Specialist
6 2 (10.53%) Data Analyst
6 2 (10.53%) Designer
6 2 (10.53%) Junior
6 2 (10.53%) Junior Developer
6 2 (10.53%) SAP FI Analyst
6 2 (10.53%) SOA Designer
7 1 (5.26%) SAP Financial Analyst
7 1 (5.26%) Senior Consultant
7 1 (5.26%) SOA Solution Designer
Libraries, Frameworks & Software Standards
1 7 (36.84%) XML
2 2 (10.53%) .NET
2 2 (10.53%) ASP.NET
3 1 (5.26%) Apache Camel
3 1 (5.26%) Apache CXF
3 1 (5.26%) Java EE
3 1 (5.26%) REST
3 1 (5.26%) Spring
3 1 (5.26%) Web Services
3 1 (5.26%) XSD
Miscellaneous
1 5 (26.32%) NHS
2 2 (10.53%) Analytical Skills
3 1 (5.26%) Computer Science
3 1 (5.26%) Data Integration
3 1 (5.26%) Economics
3 1 (5.26%) Mathematics
3 1 (5.26%) Statistics
Processes & Methodologies
1 8 (42.11%) Agile Software Development
2 6 (31.58%) Business Intelligence
3 5 (26.32%) Business Analysis
3 5 (26.32%) SDLC
3 5 (26.32%) Security Management
3 5 (26.32%) Software Engineering
3 5 (26.32%) Unit Testing
4 3 (15.79%) Project Management
4 3 (15.79%) SOA
4 3 (15.79%) Technical Architecture
5 2 (10.53%) Machine Learning
5 2 (10.53%) OO
5 2 (10.53%) Process Improvement
6 1 (5.26%) Analytics
6 1 (5.26%) Data Engineering
6 1 (5.26%) Data Governance
6 1 (5.26%) Kalman Filter
6 1 (5.26%) Presales
6 1 (5.26%) Software Delivery
6 1 (5.26%) Translating Business Requirements
Programming Languages
1 11 (57.89%) SQL
2 6 (31.58%) T-SQL
3 3 (15.79%) Java
4 2 (10.53%) C#
4 2 (10.53%) Python
Qualifications
1 6 (31.58%) Degree
Quality Assurance & Compliance
1 7 (36.84%) Data Quality
2 2 (10.53%) QA
Vendors
1 6 (31.58%) Oracle
2 3 (15.79%) SAP
3 1 (5.26%) Cognos
3 1 (5.26%) Microsoft
3 1 (5.26%) Tableau