The following table provides summary statistics for permanent job vacancies advertised in Norwich 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 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Norfolk / Norwich
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 40 20 -
Rank change year-on-year -20 -  
Permanent jobs citing Data Modelling 4 5 0
As % of all permanent IT jobs advertised in Norwich 1.84% 4.07% -
As % of the Processes & Methodologies category 2.08% 4.72% -
Number of salaries quoted 1 4 0
Median salary £35,000 £52,250 -
Median salary % change year-on-year -33.01% -  
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 Norwich with a requirement for process and methodology skills.

Process & Methodology Skills
Norwich
Permanent job vacancies with a requirement for process and methodology skills 192 106 168
As % of all permanent IT job vacancies advertised in Norwich 88.48% 86.18% 87.96%
Number of salaries quoted 159 78 146
Median salary £37,500 £42,500 £40,000
Median salary % change year-on-year -11.76% +6.25%  
90% offered a salary of more than £30,000 £22,500 £27,500
10% offered a salary of more than £50,000 £47,500 £52,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Modelling
Job Vacancy Trend in Norwich

The job posting trend of jobs advertised in Norwich 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 Norwich

Data Modelling
Salary Trend in Norwich

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

Salary trend for Data Modelling in Norwich

Data Modelling
Top 30 Co-occurring IT Skills in Norwich

For the 6 months to 28 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 Norwich region with a requirement for Data Modelling.

1 8 (61.54%) Agile Software Development
2 6 (46.15%) Java
2 6 (46.15%) RESTful
2 6 (46.15%) API Design
2 6 (46.15%) SOLID
3 5 (38.46%) Jenkins
3 5 (38.46%) Apache Camel
3 5 (38.46%) Apache ServiceMix
3 5 (38.46%) Cucumber
3 5 (38.46%) SQL
3 5 (38.46%) JUnit
3 5 (38.46%) Red Hat
3 5 (38.46%) Spring
3 5 (38.46%) Maven
3 5 (38.46%) Scrum
4 4 (30.77%) OO
4 4 (30.77%) BDD
4 4 (30.77%) Degree
4 4 (30.77%) Computer Science
4 4 (30.77%) User Stories
4 4 (30.77%) Virtual Team
4 4 (30.77%) Software Delivery
4 4 (30.77%) API Development
4 4 (30.77%) Analytics
5 3 (23.08%) REST
5 3 (23.08%) JSON
5 3 (23.08%) SOAP
5 3 (23.08%) Web Services
5 3 (23.08%) T-SQL
5 3 (23.08%) SQL Server

Data Modelling
Co-occurring IT Skills in Norwich 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 5 (38.46%) Apache ServiceMix
2 2 (15.38%) SAS
Database & Business Intelligence
1 3 (23.08%) SQL Server
1 3 (23.08%) SQL Server Integration Services
1 3 (23.08%) SQL Server Reporting Services
2 2 (15.38%) Big Data
2 2 (15.38%) Hadoop
Development Applications
1 5 (38.46%) Cucumber
1 5 (38.46%) Jenkins
1 5 (38.46%) JUnit
1 5 (38.46%) Maven
General
1 2 (15.38%) Finance
Job Titles
1 6 (46.15%) Designer
2 3 (23.08%) DBA
3 2 (15.38%) Administrator
3 2 (15.38%) Data Modeller
3 2 (15.38%) Data Scientist
3 2 (15.38%) Graduate
3 2 (15.38%) Graduate Programmer
3 2 (15.38%) Junior
3 2 (15.38%) Junior Programmer
3 2 (15.38%) Programmer
3 2 (15.38%) Software Designer
4 1 (7.69%) Developer
4 1 (7.69%) SQL Server DBA
4 1 (7.69%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 6 (46.15%) RESTful
2 5 (38.46%) Apache Camel
2 5 (38.46%) Spring
3 3 (23.08%) JSON
3 3 (23.08%) REST
3 3 (23.08%) SOAP
3 3 (23.08%) Web Services
4 1 (7.69%) .NET
4 1 (7.69%) ASP.NET
4 1 (7.69%) CSS
4 1 (7.69%) HTML
Miscellaneous
1 4 (30.77%) Computer Science
1 4 (30.77%) Virtual Team
2 2 (15.38%) Analytical Skills
2 2 (15.38%) Mobile App
Processes & Methodologies
1 8 (61.54%) Agile Software Development
2 6 (46.15%) API Design
2 6 (46.15%) SOLID
3 5 (38.46%) Scrum
4 4 (30.77%) Analytics
4 4 (30.77%) API Development
4 4 (30.77%) BDD
4 4 (30.77%) OO
4 4 (30.77%) Software Delivery
4 4 (30.77%) User Stories
5 3 (23.08%) Stakeholder Management
6 2 (15.38%) Data Architecture
6 2 (15.38%) Logical Data Model
6 2 (15.38%) Mathematics
6 2 (15.38%) Neural Network
6 2 (15.38%) Physical Data Model
6 2 (15.38%) Predictive Analytics
6 2 (15.38%) Predictive Modelling
6 2 (15.38%) Statistical Modelling
6 2 (15.38%) Statistics
Programming Languages
1 6 (46.15%) Java
2 5 (38.46%) SQL
3 3 (23.08%) T-SQL
4 2 (15.38%) Python
4 2 (15.38%) R
5 1 (7.69%) VB
Qualifications
1 4 (30.77%) Degree
2 2 (15.38%) PhD
Vendors
1 5 (38.46%) Red Hat
2 2 (15.38%) Oracle