The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Ipswich region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 35 47 -
Rank change year-on-year
+12 -
Permanent jobs citing Data Modelling 6 2 0
As % of all permanent IT jobs located in Ipswich 2.53% 0.60% -
As % of the Processes & Methodologies category 2.87% 0.70% -
Number of salaries quoted 5 2 0
Median salary £60,000 £30,000 -
Median salary % change year-on-year
+100.00% -
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
Data Modelling
Suffolk

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Ipswich region.

Processes & Methodologies Category
Ipswich
Permanent IT job ads with a match in the
Processes & Methodologies category
209 286 262
As % of all permanent IT jobs located in Ipswich 88.19% 86.40% 85.62%
Number of salaries quoted 159 244 198
Median salary £40,000 £50,000 £40,000
Median salary % change year-on-year
-20.00% +25.00%
90% offered a salary of more than £29,000 £30,500 £27,500
10% offered a salary of more than £65,000 £55,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Ipswich

The demand trend of job ads across the Ipswich 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 Ipswich

Data Modelling
Salary Trend in Ipswich

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

Data Modelling Salary Trend in Ipswich

Data Modelling
Salary Histogram in Ipswich

This chart provides a salary histogram for IT jobs citing Data Modelling across the Ipswich region over the 3 months to 5 December 2016.

Data Modelling Salary Histogram in Ipswich

Data Modelling
Top 30 Related IT Skills in Ipswich

For the 6 months to 5 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 Ipswich region with a requirement for Data Modelling.

1 8 (66.67%) SQL
2 7 (58.33%) Data Warehouse
2 7 (58.33%) Business Intelligence
3 5 (41.67%) SQL Server
3 5 (41.67%) SQL Server Reporting Services
3 5 (41.67%) SQL Server Integration Services
3 5 (41.67%) SQL Server 2012
4 4 (33.33%) SQL Server 2008
4 4 (33.33%) SQL Server Analysis Services
4 4 (33.33%) R
4 4 (33.33%) C#
4 4 (33.33%) .NET
4 4 (33.33%) MS Excel
4 4 (33.33%) SharePoint
4 4 (33.33%) Microsoft
4 4 (33.33%) Games
5 2 (16.67%) Finance
5 2 (16.67%) Online Security
5 2 (16.67%) Project Management
5 2 (16.67%) T-SQL
5 2 (16.67%) Digital Marketing
5 2 (16.67%) Data Analysis
5 2 (16.67%) Marketing
5 2 (16.67%) Data Encryption
5 2 (16.67%) Analytics
5 2 (16.67%) API Integration
6 1 (8.33%) Analytical Skills
6 1 (8.33%) Oracle Database
6 1 (8.33%) Visualisation
6 1 (8.33%) Load Balancing

Data Modelling
Top Related IT Skills in Ipswich 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 4 (33.33%) SharePoint
Applications
1 4 (33.33%) MS Excel
Communications & Networking
1 1 (8.33%) HTTP
Database & Business Intelligence
1 7 (58.33%) Data Warehouse
2 5 (41.67%) SQL Server
2 5 (41.67%) SQL Server 2012
2 5 (41.67%) SQL Server Integration Services
2 5 (41.67%) SQL Server Reporting Services
3 4 (33.33%) SQL Server 2008
3 4 (33.33%) SQL Server Analysis Services
4 1 (8.33%) Big Data
4 1 (8.33%) Data Mart
4 1 (8.33%) DB2
4 1 (8.33%) Oracle Database
Development Applications
1 1 (8.33%) ERwin
General
1 4 (33.33%) Games
2 2 (16.67%) Finance
2 2 (16.67%) Marketing
3 1 (8.33%) Legal
Job Titles
1 6 (50.00%) Developer
2 5 (41.67%) Business Intelligence Developer
3 4 (33.33%) Analyst
3 4 (33.33%) Business Developer
3 4 (33.33%) SQL BI Developer
3 4 (33.33%) SQL Developer
4 3 (25.00%) Data Analyst
5 2 (16.67%) Architect
5 2 (16.67%) AWS Architect
5 2 (16.67%) Digital Architect
5 2 (16.67%) Digital Technical Architect
5 2 (16.67%) Technical Architect
5 2 (16.67%) Technical Leader
6 1 (8.33%) Business Analyst
6 1 (8.33%) Data Warehouse Developer
6 1 (8.33%) Lead Developer
Libraries, Frameworks & Software Standards
1 4 (33.33%) .NET
2 1 (8.33%) XML
Miscellaneous
1 1 (8.33%) Analytical Skills
1 1 (8.33%) Management Information System
1 1 (8.33%) Visualisation
Operating Systems
1 1 (8.33%) AIX
1 1 (8.33%) Linux
1 1 (8.33%) Unix
1 1 (8.33%) Windows
Processes & Methodologies
1 7 (58.33%) Business Intelligence
2 2 (16.67%) Analytics
2 2 (16.67%) API Integration
2 2 (16.67%) Data Analysis
2 2 (16.67%) Data Encryption
2 2 (16.67%) Digital Marketing
2 2 (16.67%) Online Security
2 2 (16.67%) Project Management
3 1 (8.33%) Business Analysis
3 1 (8.33%) Data Analytics
3 1 (8.33%) Data Cleansing
3 1 (8.33%) Data Governance
3 1 (8.33%) Data Visualisation
3 1 (8.33%) ETL
3 1 (8.33%) Information Management
3 1 (8.33%) Load Balancing
3 1 (8.33%) Performance Testing
Programming Languages
1 8 (66.67%) SQL
2 4 (33.33%) C#
2 4 (33.33%) R
3 2 (16.67%) T-SQL
4 1 (8.33%) Java
4 1 (8.33%) Shell Script
Quality Assurance & Compliance
1 1 (8.33%) Data Quality
Vendors
1 4 (33.33%) Microsoft
2 1 (8.33%) Cognizant
2 1 (8.33%) Oracle
2 1 (8.33%) Trillium