Period
to 17 November 2017

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 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Norfolk > Norwich
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 48 51 48
Rank change year-on-year +3 -3 +11
Permanent jobs citing Data Modelling 4 14 2
As % of all permanent IT jobs advertised in Norwich 1.36% 2.92% 0.62%
As % of the Processes & Methodologies category 1.44% 3.20% 0.79%
Number of salaries quoted 4 12 2
Norwich median annual salary £38,750 £45,000 £46,500
Median salary % change year-on-year -13.89% -3.23% +47.62%
10th Percentile £35,375 £27,100 £39,250
90th Percentile £42,625 £57,175 £53,750
Norfolk median annual salary £38,750 £45,000 £46,500
% change year-on-year -13.89% -3.23% +47.62%

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Norwich with a requirement for process or methodology skills.

All Process and Methodology Skills
Norwich
Permanent vacancies with a requirement for process or methodology skills 277 437 254
As % of all permanent IT jobs advertised in Norwich 94.22% 91.23% 78.88%
Number of salaries quoted 202 352 206
Norwich median annual salary £39,750 £42,500 £32,500
Median salary % change year-on-year -6.47% +30.77% -9.72%
10th Percentile £26,250 £26,275 £22,000
90th Percentile £67,500 £57,950 £47,500
Norfolk median annual salary £40,000 £40,000 £32,500
% change year-on-year - +23.08% -9.72%

Data Modelling
Job Vacancy Trend in Norwich

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Norwich.

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

For the 6 months to 17 November 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 3 (75.00%) SQL Server
1 3 (75.00%) SQL
1 3 (75.00%) T-SQL
1 3 (75.00%) SQL Server Integration Services
1 3 (75.00%) SQL Server Reporting Services
2 2 (50.00%) Agile Software Development
2 2 (50.00%) ETL
2 2 (50.00%) Business Intelligence
2 2 (50.00%) Microsoft
3 1 (25.00%) Advertising
3 1 (25.00%) Stakeholder Management
3 1 (25.00%) Clustering
3 1 (25.00%) Systems Management Server (SMS)
3 1 (25.00%) OLTP
3 1 (25.00%) .NET
3 1 (25.00%) OLAP
3 1 (25.00%) Web Services
3 1 (25.00%) Windows
3 1 (25.00%) OO
3 1 (25.00%) Data Warehouse
3 1 (25.00%) OOD
3 1 (25.00%) JIRA
3 1 (25.00%) Computer Science
3 1 (25.00%) WPF
3 1 (25.00%) SQL Server Analysis Services
3 1 (25.00%) Data Architecture
3 1 (25.00%) SQL Server 2008
3 1 (25.00%) Microsoft Azure
3 1 (25.00%) Amazon AWS
3 1 (25.00%) NoSQL

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:

Cloud Services
1 1 (25.00%) Amazon AWS
1 1 (25.00%) Microsoft Azure
Database & Business Intelligence
1 3 (75.00%) SQL Server
1 3 (75.00%) SQL Server Integration Services
1 3 (75.00%) SQL Server Reporting Services
2 1 (25.00%) Data Warehouse
2 1 (25.00%) NoSQL
2 1 (25.00%) OLAP
2 1 (25.00%) OLTP
2 1 (25.00%) Power BI
2 1 (25.00%) SQL Server 2008
2 1 (25.00%) SQL Server Analysis Services
Development Applications
1 1 (25.00%) JIRA
1 1 (25.00%) SQL Server Management Studio (SSMS)
General
1 1 (25.00%) Advertising
Job Titles
1 2 (50.00%) Administrator
1 2 (50.00%) DBA
2 1 (25.00%) Architect
2 1 (25.00%) Data Architect
2 1 (25.00%) Designer
2 1 (25.00%) Software Designer
2 1 (25.00%) SQL DBA
Libraries, Frameworks & Software Standards
1 1 (25.00%) .NET
1 1 (25.00%) Web Services
1 1 (25.00%) WPF
Miscellaneous
1 1 (25.00%) Analytical Skills
1 1 (25.00%) Clustering
1 1 (25.00%) Computer Science
Operating Systems
1 1 (25.00%) Windows
1 1 (25.00%) Windows Server
Processes & Methodologies
1 2 (50.00%) Agile Software Development
1 2 (50.00%) Business Intelligence
1 2 (50.00%) ETL
2 1 (25.00%) Data Analysis
2 1 (25.00%) Data Architecture
2 1 (25.00%) OO
2 1 (25.00%) OOD
2 1 (25.00%) Performance Analysis
2 1 (25.00%) Stakeholder Management
Programming Languages
1 3 (75.00%) SQL
1 3 (75.00%) T-SQL
2 1 (25.00%) C#
Systems Management
1 1 (25.00%) Systems Management Server (SMS)
Vendors
1 2 (50.00%) Microsoft