Period
to 18 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Ipswich 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 18 January 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Suffolk > Ipswich
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 45 39 77
Rank change year-on-year -6 +38 -
Permanent jobs citing Data Modelling 7 20 3
As % of all permanent IT jobs advertised in Ipswich 2.08% 4.42% 0.42%
As % of the Processes & Methodologies category 2.40% 4.95% 0.47%
Number of salaries quoted 7 15 3
Ipswich median annual salary £55,000 £60,000 £30,000
Median salary % change year-on-year -8.33% +100.00% -
10th Percentile £36,750 £42,500 £27,500
90th Percentile £58,500 £65,000 £38,500
Suffolk median annual salary £57,500 £55,000 £35,000
% change year-on-year +4.55% +57.14% -17.65%

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 Ipswich with a requirement for process or methodology skills.

All Process and Methodology Skills
Ipswich
Permanent vacancies with a requirement for process or methodology skills 292 404 634
As % of all permanent IT jobs advertised in Ipswich 86.90% 89.18% 89.30%
Number of salaries quoted 260 328 549
Ipswich median annual salary £42,750 £37,500 £40,000
Median salary % change year-on-year +14.00% -6.25% -
10th Percentile £28,750 £24,000 £23,450
90th Percentile £60,000 £60,925 £60,200
Suffolk median annual salary £42,500 £37,500 £40,000
% change year-on-year +13.33% -6.25% -

Data Modelling
Job Vacancy Trend in Ipswich

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

Job vacancy trend for Data Modelling 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 in Ipswich.

Salary trend for Data Modelling in Ipswich

Data Modelling
Salary Histogram in Ipswich

The salary distribution of IT jobs citing Data Modelling in Ipswich over the 6 months to 18 January 2018.

Salary histogram for Data Modelling in Ipswich

For the 6 months to 18 January 2018, 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 7 (100.00%) Data Warehouse
1 7 (100.00%) ETL
1 7 (100.00%) Business Intelligence
1 7 (100.00%) SQL Server Integration Services
2 6 (85.71%) SQL Server Reporting Services
2 6 (85.71%) Amazon AWS
2 6 (85.71%) Looker
3 5 (71.43%) Amazon QuickSight
3 5 (71.43%) Data Lake
3 5 (71.43%) Amazon Aurora
3 5 (71.43%) Serverless
3 5 (71.43%) Qlik Sense
3 5 (71.43%) Oracle
3 5 (71.43%) SQL Server
3 5 (71.43%) OO
3 5 (71.43%) Agile Software Development
3 5 (71.43%) TDD
3 5 (71.43%) Continuous Integration
3 5 (71.43%) ISO/IEC 27001
3 5 (71.43%) OWASP
3 5 (71.43%) Visualisation
3 5 (71.43%) Amazon S3
3 5 (71.43%) Microsoft Azure
3 5 (71.43%) Amazon Redshift
3 5 (71.43%) Mentoring
4 4 (57.14%) Retail
4 4 (57.14%) B2B
4 4 (57.14%) B2B Sales
5 2 (28.57%) SDLC
6 1 (14.29%) Change Control

Data Modelling
Co-occurring 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:

Cloud Services
1 6 (85.71%) Amazon AWS
2 5 (71.43%) Amazon S3
2 5 (71.43%) Microsoft Azure
2 5 (71.43%) Serverless
3 1 (14.29%) AWS CloudFormation
3 1 (14.29%) AWS Lambda
Database & Business Intelligence
1 7 (100.00%) Data Warehouse
1 7 (100.00%) SQL Server Integration Services
2 6 (85.71%) Looker
2 6 (85.71%) SQL Server Reporting Services
3 5 (71.43%) Amazon Aurora
3 5 (71.43%) Amazon QuickSight
3 5 (71.43%) Amazon Redshift
3 5 (71.43%) Data Lake
3 5 (71.43%) Qlik Sense
3 5 (71.43%) SQL Server
4 1 (14.29%) SQL Server Analysis Services
General
1 4 (57.14%) Retail
Job Titles
1 6 (85.71%) Business Intelligence Developer
1 6 (85.71%) Developer
2 5 (71.43%) Business Intelligence Lead
2 5 (71.43%) Lead Developer
3 1 (14.29%) Business Consultant
3 1 (14.29%) Business Intelligence Consultant
3 1 (14.29%) Consultant
3 1 (14.29%) ETL Consultant
3 1 (14.29%) SSIS Consultant
Libraries, Frameworks & Software Standards
1 1 (14.29%) .NET
1 1 (14.29%) RESTful
1 1 (14.29%) WCF
Miscellaneous
1 1 (14.29%) Data Structures
Processes & Methodologies
1 7 (100.00%) Business Intelligence
1 7 (100.00%) ETL
2 5 (71.43%) Agile Software Development
2 5 (71.43%) Continuous Integration
2 5 (71.43%) Mentoring
2 5 (71.43%) OO
2 5 (71.43%) OWASP
2 5 (71.43%) TDD
2 5 (71.43%) Visualisation
3 4 (57.14%) B2B
3 4 (57.14%) B2B Sales
4 2 (28.57%) SDLC
5 1 (14.29%) Change Control
5 1 (14.29%) Collaborative Working
5 1 (14.29%) Test Scripting
5 1 (14.29%) Unit Testing
Programming Languages
1 1 (14.29%) C#
1 1 (14.29%) JavaScript
1 1 (14.29%) SQL
Quality Assurance & Compliance
1 5 (71.43%) ISO/IEC 27001
Systems Management
1 1 (14.29%) Terraform
Vendors
1 5 (71.43%) Oracle