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 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 110 129 138
Rank change year-on-year
+19 +9
Permanent jobs citing Data Modelling 6 32 17
As % of all permanent IT jobs located in Reading 0.37% 1.30% 0.65%
As % of the Processes & Methodologies category 0.44% 1.54% 0.76%
Number of salaries quoted 6 25 6
Median salary £35,000 £50,000 £57,500
Median salary % change year-on-year
-30.00% -13.04%
90% offered a salary of more than £29,000 £37,500 £50,000
10% offered a salary of more than £65,000 £65,000 £85,000
UK excluding London median salary £47,500 £48,272 £45,000
% change year-on-year
-1.59% +7.27%
Data Modelling
Berkshire

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
1378 2075 2226
As % of all permanent IT jobs located in Reading 84.96% 84.42% 84.51%
Number of salaries quoted 980 1674 1369
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £35,000 £33,500
10% offered a salary of more than £70,000 £75,000 £67,500
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 4 December 2016.

Data Modelling Salary Histogram in Reading

Data Modelling
Top 30 Related IT Skills in Reading

For the 6 months to 4 December 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 Reading region with a requirement for Data Modelling.

1 7 (41.18%) Finance
2 5 (29.41%) SOA
2 5 (29.41%) Java
3 4 (23.53%) SQL
3 4 (23.53%) QA
4 3 (17.65%) SAP FI/CO
4 3 (17.65%) SAP CO
4 3 (17.65%) Agile Software Development
4 3 (17.65%) SAP
4 3 (17.65%) XML
4 3 (17.65%) SAP BW
4 3 (17.65%) SAP FI
4 3 (17.65%) JBoss
5 2 (11.76%) XSD
5 2 (11.76%) C#
5 2 (11.76%) OO
5 2 (11.76%) Python
5 2 (11.76%) ASP.NET
5 2 (11.76%) .NET
5 2 (11.76%) Stakeholder Management
5 2 (11.76%) GAP Analysis
5 2 (11.76%) Data Analysis
5 2 (11.76%) Spring
5 2 (11.76%) Supply Chain Management
5 2 (11.76%) Business Analysis
5 2 (11.76%) REST
5 2 (11.76%) Machine Learning
5 2 (11.76%) Big Data
5 2 (11.76%) Apache CXF
5 2 (11.76%) BPMN

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 3 (17.65%) JBoss
2 1 (5.88%) GlassFish
2 1 (5.88%) Oracle SOA Suite
2 1 (5.88%) Tomcat
2 1 (5.88%) WebLogic
Applications
1 1 (5.88%) MS Excel
Business Applications
1 3 (17.65%) SAP CO
1 3 (17.65%) SAP FI
1 3 (17.65%) SAP FI/CO
Cloud Services
1 1 (5.88%) Microsoft Azure
1 1 (5.88%) SaaS
Database & Business Intelligence
1 3 (17.65%) SAP BW
2 2 (11.76%) Big Data
2 2 (11.76%) Relational Database
3 1 (5.88%) Cognos Framework Manager
3 1 (5.88%) Cognos Report Studio
3 1 (5.88%) Crystal Reports
3 1 (5.88%) Data Lake
3 1 (5.88%) Data Mining
3 1 (5.88%) Data Warehouse
3 1 (5.88%) Oracle Database
3 1 (5.88%) SQL Server Analysis Services
3 1 (5.88%) SQL Server Integration Services
General
1 7 (41.18%) Finance
2 1 (5.88%) Manufacturing
2 1 (5.88%) Pharmaceutical
2 1 (5.88%) Telecoms
Job Titles
1 7 (41.18%) Analyst
2 4 (23.53%) Designer
3 3 (17.65%) Developer
3 3 (17.65%) SAP Analyst
3 3 (17.65%) SOA Designer
4 2 (11.76%) Architect
4 2 (11.76%) Business Systems Analyst
4 2 (11.76%) Consultant
4 2 (11.76%) Data Analyst
4 2 (11.76%) Junior
4 2 (11.76%) Junior Developer
4 2 (11.76%) SAP FI Analyst
4 2 (11.76%) Senior Designer
4 2 (11.76%) Systems Analyst
5 1 (5.88%) Business Intelligence Developer
5 1 (5.88%) Data Architect
5 1 (5.88%) Financial Analyst
5 1 (5.88%) SOA Architect
5 1 (5.88%) Software Consultant
5 1 (5.88%) Systems Designer
Libraries, Frameworks & Software Standards
1 3 (17.65%) XML
2 2 (11.76%) .NET
2 2 (11.76%) Apache Camel
2 2 (11.76%) Apache CXF
2 2 (11.76%) ASP.NET
2 2 (11.76%) REST
2 2 (11.76%) Spring
2 2 (11.76%) XSD
3 1 (5.88%) J2EE
3 1 (5.88%) Java EE
3 1 (5.88%) Web Services
Miscellaneous
1 2 (11.76%) Analytical Skills
2 1 (5.88%) Computer Science
2 1 (5.88%) Cyberthreat
2 1 (5.88%) Data Integration
2 1 (5.88%) Economics
2 1 (5.88%) Mathematics
2 1 (5.88%) Statistics
Processes & Methodologies
1 5 (29.41%) SOA
2 3 (17.65%) Agile Software Development
3 2 (11.76%) BPMN
3 2 (11.76%) Business Analysis
3 2 (11.76%) Data Analysis
3 2 (11.76%) GAP Analysis
3 2 (11.76%) Machine Learning
3 2 (11.76%) OO
3 2 (11.76%) Process Improvement
3 2 (11.76%) Stakeholder Analysis
3 2 (11.76%) Stakeholder Management
3 2 (11.76%) Supply Chain Management
4 1 (5.88%) Data Engineering
4 1 (5.88%) Data Governance
4 1 (5.88%) ERP
4 1 (5.88%) Logical Data Model
4 1 (5.88%) Physical Data Model
4 1 (5.88%) Presales
4 1 (5.88%) Software Delivery
4 1 (5.88%) Translating Business Requirements
Programming Languages
1 5 (29.41%) Java
2 4 (23.53%) SQL
3 2 (11.76%) C#
3 2 (11.76%) Python
4 1 (5.88%) T-SQL
Qualifications
1 1 (5.88%) Degree
1 1 (5.88%) DV Cleared
1 1 (5.88%) Security Cleared
Quality Assurance & Compliance
1 4 (23.53%) QA
2 2 (11.76%) Data Quality
Vendors
1 3 (17.65%) SAP
2 1 (5.88%) Cognos
2 1 (5.88%) Microsoft
2 1 (5.88%) Oracle
2 1 (5.88%) Tableau