The following table provides summary statistics for permanent job vacancies advertised in Suffolk 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 22 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
East of England / Suffolk
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 49 48 54
Rank change year-on-year -1 +6  
Permanent jobs citing Data Modelling 10 16 24
As % of all permanent IT jobs advertised in Suffolk 2.51% 2.85% 3.65%
As % of the Processes & Methodologies category 2.81% 3.24% 4.29%
Number of salaries quoted 10 11 22
Median salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26%  
90% offered a salary of more than £42,500 £45,000 £33,000
10% offered a salary of more than £55,500 £50,000 £52,000
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

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 Suffolk with a requirement for process and methodology skills.

Process & Methodology Skills
Suffolk
Permanent job vacancies with a requirement for process and methodology skills 356 494 559
As % of all permanent IT job vacancies advertised in Suffolk 89.22% 88.06% 85.08%
Number of salaries quoted 329 461 515
Median salary £42,000 £42,500 £40,000
Median salary % change year-on-year -1.17% +6.25%  
90% offered a salary of more than £30,000 £27,000 £25,000
10% offered a salary of more than £55,000 £54,000 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Suffolk

The job posting trend of jobs advertised in Suffolk 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 Suffolk

Data Modelling
Salary Trend in Suffolk

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

Salary trend for Data Modelling in Suffolk

Data Modelling
Salary Histogram in Suffolk

The salary distribution of IT jobs citing Data Modelling in Suffolk over the 3 months to 22 June 2017.

Salary histogram for Data Modelling in Suffolk

Data Modelling
Job Locations in Suffolk

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Suffolk region over the 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Ipswich +13 7 £52,500 +5.00% 1
Bury St Edmunds -3 3 £47,500 +5.55%
Data Modelling
East of England

For the 6 months to 22 June 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 Suffolk region with a requirement for Data Modelling.

1 17 (60.71%) Agile Software Development
2 16 (57.14%) Microsoft
3 14 (50.00%) SQL Server Reporting Services
4 12 (42.86%) SQL
4 12 (42.86%) SQL Server
4 12 (42.86%) Analytical Skills
5 10 (35.71%) ETL
5 10 (35.71%) Business Intelligence
6 8 (28.57%) Workflow
6 8 (28.57%) Data Warehouse
6 8 (28.57%) SQL Server Integration Services
6 8 (28.57%) Analytics
7 7 (25.00%) Data Analytics
7 7 (25.00%) Waterfall
7 7 (25.00%) Continuous Improvement
7 7 (25.00%) User Stories
7 7 (25.00%) Enterprise Software
8 6 (21.43%) Power BI
8 6 (21.43%) C#
8 6 (21.43%) T-SQL
8 6 (21.43%) .NET
8 6 (21.43%) Finance
8 6 (21.43%) Tableau
8 6 (21.43%) SQL Server 2008
9 5 (17.86%) Degree
9 5 (17.86%) JIRA
9 5 (17.86%) Kimball Methodology
9 5 (17.86%) Team Foundation Server
9 5 (17.86%) Python
9 5 (17.86%) Physical Data Model

Data Modelling
Co-occurring IT Skills in Suffolk 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 (10.71%) Confluence
2 2 (7.14%) Apache Spark
Applications
1 3 (10.71%) Spreadsheet
2 2 (7.14%) Microsoft Office
Business Applications
1 4 (14.29%) Dynamics CRM
2 1 (3.57%) Dynamics AX
Cloud Services
1 4 (14.29%) Microsoft Azure
2 2 (7.14%) Cloud Computing
3 1 (3.57%) Amazon AWS
Database & Business Intelligence
1 14 (50.00%) SQL Server Reporting Services
2 12 (42.86%) SQL Server
3 8 (28.57%) Data Warehouse
3 8 (28.57%) SQL Server Integration Services
4 6 (21.43%) Power BI
4 6 (21.43%) SQL Server 2008
5 4 (14.29%) Big Data
5 4 (14.29%) MySQL
6 3 (10.71%) Azure SQL Database
6 3 (10.71%) Crystal Reports
6 3 (10.71%) GIS
6 3 (10.71%) Microsoft Power View
6 3 (10.71%) NoSQL
6 3 (10.71%) PowerPivot
6 3 (10.71%) Snowflake Schema
6 3 (10.71%) Spotfire
7 2 (7.14%) Apache Hive
7 2 (7.14%) Hadoop
7 2 (7.14%) Impala
8 1 (3.57%) Business Intelligence Development Studio
Development Applications
1 5 (17.86%) JIRA
1 5 (17.86%) Team Foundation Server
2 1 (3.57%) Visual Studio
General
1 6 (21.43%) Finance
2 4 (14.29%) Marketing
3 2 (7.14%) Retail
Job Titles
1 13 (46.43%) Developer
2 10 (35.71%) Analyst
2 10 (35.71%) SQL Developer
3 7 (25.00%) Business Analyst
4 5 (17.86%) Business Intelligence Developer
4 5 (17.86%) ETL Developer
4 5 (17.86%) SQL BI Developer
5 4 (14.29%) .NET Developer
5 4 (14.29%) Agile Business Analyst
5 4 (14.29%) C# .NET Developer
5 4 (14.29%) C# Developer
5 4 (14.29%) Senior Business Intelligence Developer
5 4 (14.29%) Senior Developer
5 4 (14.29%) Senior SQL Developer
6 3 (10.71%) Architect
6 3 (10.71%) Business Intelligence Analyst
6 3 (10.71%) Microsoft Developer
6 3 (10.71%) Senior Microsoft Developer
6 3 (10.71%) Senior SQL Server Developer
6 3 (10.71%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 6 (21.43%) .NET
2 4 (14.29%) .NET Framework
2 4 (14.29%) AngularJS
2 4 (14.29%) Managed Extensibility Framework
2 4 (14.29%) Reactive Extensions
2 4 (14.29%) WCF
3 2 (7.14%) PySpark
4 1 (3.57%) ASP.NET
4 1 (3.57%) MDX
Miscellaneous
1 12 (42.86%) Analytical Skills
2 7 (25.00%) Enterprise Software
3 3 (10.71%) Algorithms
3 3 (10.71%) Clustering
3 3 (10.71%) Replication
4 1 (3.57%) Greenfield Project
4 1 (3.57%) Management Information System
4 1 (3.57%) User Experience
Operating Systems
1 4 (14.29%) Windows
Processes & Methodologies
1 17 (60.71%) Agile Software Development
2 10 (35.71%) Business Intelligence
2 10 (35.71%) ETL
3 8 (28.57%) Analytics
3 8 (28.57%) Workflow
4 7 (25.00%) Continuous Improvement
4 7 (25.00%) Data Analytics
4 7 (25.00%) User Stories
4 7 (25.00%) Waterfall
5 5 (17.86%) Kimball Methodology
5 5 (17.86%) Physical Data Model
5 5 (17.86%) Wireframes
6 4 (14.29%) BDD
6 4 (14.29%) Business Analysis
6 4 (14.29%) Business Process Modelling
6 4 (14.29%) Customer Requirements
6 4 (14.29%) Logical Data Model
6 4 (14.29%) MVVM
6 4 (14.29%) Technical Analysis
6 4 (14.29%) Test Automation
Programming Languages
1 12 (42.86%) SQL
2 6 (21.43%) C#
2 6 (21.43%) T-SQL
3 5 (17.86%) Python
4 4 (14.29%) JavaScript
5 1 (3.57%) R
Qualifications
1 5 (17.86%) Degree
2 2 (7.14%) CCA
2 2 (7.14%) Citrix Certification
2 2 (7.14%) Computer Science Degree
2 2 (7.14%) MCSA
2 2 (7.14%) MCSD
2 2 (7.14%) Microsoft Certification
Quality Assurance & Compliance
1 4 (14.29%) QA
Systems Management
1 2 (7.14%) Oozie
Vendors
1 16 (57.14%) Microsoft
2 6 (21.43%) Tableau
3 2 (7.14%) Casewise
3 2 (7.14%) Cloudera
3 2 (7.14%) Oracle
3 2 (7.14%) TOWER Software
4 1 (3.57%) Informatica
Ipswich, Suffolk
Sanderson
Salary: £45000 - £55000 per annum + benefits
Posted: 2 days ago
Suffolk
Martin & Conley
Salary: £50000 - £60000 per annum + Bonus target or overtime eligibility 10%
Posted: 6 days ago