The following table provides summary statistics for permanent job vacancies advertised in Reading 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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Modelling
Berkshire / Reading
Rank 99 111 124
Rank change year-on-year +12 +13  
Permanent jobs citing Data Modelling 6 35 21
As % of all permanent IT jobs advertised in Reading 0.49% 1.80% 0.88%
As % of the Processes & Methodologies category 0.59% 2.04% 1.01%
Number of salaries quoted 5 34 15
Median salary £42,000 £42,000 £60,000
Median salary % change year-on-year - -30.00%  
90% offered a salary of more than £37,000 £33,000 £58,200
10% offered a salary of more than £69,600 £55,000 £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 Reading with a requirement for process and methodology skills.

Process & Methodology Skills
Reading
Permanent job vacancies with a requirement for process and methodology skills 1020 1714 2072
As % of all permanent IT job vacancies advertised in Reading 83.27% 88.08% 86.77%
Number of salaries quoted 775 1378 1364
Median salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76%  
90% offered a salary of more than £31,500 £35,000 £35,000
10% offered a salary of more than £70,000 £75,000 £67,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Reading

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

Salary trend for Data Modelling in Reading

Data Modelling
Salary Histogram in Reading

The salary distribution of IT jobs citing Data Modelling in Reading over the 3 months to 26 March 2017.

Salary histogram for Data Modelling in Reading

Data Modelling
Top 30 Related IT Skills in Reading

For the 6 months to 26 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 Reading region with a requirement for Data Modelling.

1 12 (75.00%) SQL
2 9 (56.25%) Agile Software Development
3 8 (50.00%) Data Quality
4 7 (43.75%) SQL Server Integration Services
4 7 (43.75%) Relational Database
4 7 (43.75%) T-SQL
4 7 (43.75%) Data Warehouse
4 7 (43.75%) Business Intelligence
5 6 (37.50%) MS Excel
5 6 (37.50%) XML
5 6 (37.50%) Oracle
5 6 (37.50%) SQL Server Reporting Services
5 6 (37.50%) Business Analysis
5 6 (37.50%) Finance
5 6 (37.50%) SQL Server Analysis Services
6 5 (31.25%) Oracle OLAP
6 5 (31.25%) Degree
6 5 (31.25%) Unit Testing
6 5 (31.25%) SQL Server 2008
6 5 (31.25%) SQL Server 2012
6 5 (31.25%) SDLC
6 5 (31.25%) Power BI
6 5 (31.25%) Security Management
6 5 (31.25%) SQL Server 2005
6 5 (31.25%) Software Engineering
6 5 (31.25%) Retail
6 5 (31.25%) SQL Server
6 5 (31.25%) OLAP
6 5 (31.25%) Oracle Reports
6 5 (31.25%) DTS

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 (12.50%) Cloud Foundry
2 1 (6.25%) GlassFish
2 1 (6.25%) JBoss
2 1 (6.25%) Oracle SOA Suite
2 1 (6.25%) Tomcat
2 1 (6.25%) WebLogic
Applications
1 6 (37.50%) MS Excel
Cloud Services
1 1 (6.25%) Amazon AWS
1 1 (6.25%) Microsoft Azure
Database & Business Intelligence
1 7 (43.75%) Data Warehouse
1 7 (43.75%) Relational Database
1 7 (43.75%) SQL Server Integration Services
2 6 (37.50%) SQL Server Analysis Services
2 6 (37.50%) SQL Server Reporting Services
3 5 (31.25%) BusinessObjects
3 5 (31.25%) DTS
3 5 (31.25%) OLAP
3 5 (31.25%) Oracle OLAP
3 5 (31.25%) Oracle Reports
3 5 (31.25%) Power BI
3 5 (31.25%) Snowflake Schema
3 5 (31.25%) SQL Server
3 5 (31.25%) SQL Server 2005
3 5 (31.25%) SQL Server 2008
3 5 (31.25%) SQL Server 2012
3 5 (31.25%) Star Schema
4 3 (18.75%) Crystal Reports
5 1 (6.25%) Data Mining
5 1 (6.25%) QlikView
Development Applications
1 1 (6.25%) Atlassian Bamboo
1 1 (6.25%) Git (software)
1 1 (6.25%) Jenkins
General
1 6 (37.50%) Finance
2 5 (31.25%) Retail
3 3 (18.75%) Pharmaceutical
Job Titles
1 9 (56.25%) Developer
2 6 (37.50%) Business Intelligence Developer
3 5 (31.25%) Senior Business Intelligence Developer
3 5 (31.25%) Senior Developer
3 5 (31.25%) Senior Software Developer
3 5 (31.25%) Software Developer
4 4 (25.00%) Consultant
5 3 (18.75%) Technical Consultant
5 3 (18.75%) Technical Specialist
6 2 (12.50%) Analyst
7 1 (6.25%) Business Intelligence Analyst
7 1 (6.25%) Data Analyst
7 1 (6.25%) Data Manager
7 1 (6.25%) Java Developer
7 1 (6.25%) Junior
7 1 (6.25%) Junior Developer
7 1 (6.25%) Senior Analyst
7 1 (6.25%) Senior Consultant
7 1 (6.25%) Senior Manager
7 1 (6.25%) Software Consultant
Libraries, Frameworks & Software Standards
1 6 (37.50%) XML
2 3 (18.75%) Web Services
3 2 (12.50%) CSS
3 2 (12.50%) CSS3
3 2 (12.50%) Hibernate
3 2 (12.50%) HTML
3 2 (12.50%) HTML5
3 2 (12.50%) LESS
3 2 (12.50%) REST
3 2 (12.50%) Sass
3 2 (12.50%) Spring
3 2 (12.50%) Spring Boot
4 1 (6.25%) .NET
4 1 (6.25%) ASP.NET
4 1 (6.25%) Java EE
4 1 (6.25%) Unity DI Container
Miscellaneous
1 5 (31.25%) NHS
2 2 (12.50%) Analytical Skills
3 1 (6.25%) Computer Science
3 1 (6.25%) Management Information System
3 1 (6.25%) Virtual Team
Operating Systems
1 1 (6.25%) Linux
Processes & Methodologies
1 9 (56.25%) Agile Software Development
2 7 (43.75%) Business Intelligence
3 6 (37.50%) Business Analysis
4 5 (31.25%) SDLC
4 5 (31.25%) Security Management
4 5 (31.25%) Software Engineering
4 5 (31.25%) Unit Testing
5 4 (25.00%) Project Management
6 3 (18.75%) Technical Architecture
7 2 (12.50%) Analytics
7 2 (12.50%) ETL
7 2 (12.50%) Information Management
7 2 (12.50%) Statistics
8 1 (6.25%) Asset Management
8 1 (6.25%) Data Management
8 1 (6.25%) Kalman Filter
8 1 (6.25%) Master Data Management
8 1 (6.25%) OO
8 1 (6.25%) SOA
8 1 (6.25%) TDD
Programming Languages
1 12 (75.00%) SQL
2 7 (43.75%) T-SQL
3 3 (18.75%) Java
4 2 (12.50%) JavaScript
5 1 (6.25%) Bash Shell
5 1 (6.25%) C#
5 1 (6.25%) Python
Qualifications
1 5 (31.25%) Degree
Quality Assurance & Compliance
1 8 (50.00%) Data Quality
Systems Management
1 2 (12.50%) Ansible
Vendors
1 6 (37.50%) Oracle
2 1 (6.25%) Cognos
2 1 (6.25%) Microsoft
2 1 (6.25%) SAP
2 1 (6.25%) Tableau
Reading, Berkshire
Sanderson
Salary: £35000.00 - £45000.00 per annum
Posted: 4 days ago