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 3 months to 25 April 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Suffolk / Ipswich
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 26 54 -
Rank change year-on-year +28 -  
Permanent jobs citing Data Modelling 3 3 0
As % of all permanent IT jobs advertised in Ipswich 1.84% 0.77% -
As % of the Processes & Methodologies category 2.05% 0.86% -
Number of salaries quoted 3 2 0
Median salary £42,500 £48,750 -
Median salary % change year-on-year -12.82% -  
UK excluding London median salary £50,000 £47,500 £46,875
% change year-on-year +5.26% +1.33%  

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 Ipswich with a requirement for process and methodology skills.

Process & Methodology Skills
Ipswich
Permanent job vacancies with a requirement for process and methodology skills 146 347 402
As % of all permanent IT job vacancies advertised in Ipswich 89.57% 89.43% 87.39%
Number of salaries quoted 131 315 348
Median salary £44,500 £37,500 £40,000
Median salary % change year-on-year +18.66% -6.25%  
90% offered a salary of more than £30,000 £27,500 £25,000
10% offered a salary of more than £60,000 £50,000 £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 Ipswich

The job posting trend of jobs advertised in Ipswich 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 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

For the 6 months to 25 April 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 Ipswich region with a requirement for Data Modelling.

1 10 (47.62%) SQL
2 9 (42.86%) ETL
2 9 (42.86%) Business Intelligence
2 9 (42.86%) Data Warehouse
2 9 (42.86%) Agile Software Development
3 7 (33.33%) SQL Server Integration Services
3 7 (33.33%) Marketing
4 6 (28.57%) SQL Server Reporting Services
4 6 (28.57%) Finance
4 6 (28.57%) T-SQL
4 6 (28.57%) Analytical Skills
5 5 (23.81%) API Integration
5 5 (23.81%) Data Encryption
5 5 (23.81%) SQL Server
5 5 (23.81%) Project Management
5 5 (23.81%) Online Security
5 5 (23.81%) Digital Marketing
5 5 (23.81%) SQL Server 2008
6 4 (19.05%) Analytics
6 4 (19.05%) Enterprise Architecture
6 4 (19.05%) SOA
7 3 (14.29%) Enterprise Data Warehouse
7 3 (14.29%) Performance Tuning
7 3 (14.29%) Logical Data Model
7 3 (14.29%) Physical Data Model
7 3 (14.29%) Extreme Programming
7 3 (14.29%) OLAP
7 3 (14.29%) OOA/OOD
7 3 (14.29%) OO
7 3 (14.29%) OLTP

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:

Application Platforms
1 2 (9.52%) Apache Spark
Cloud Services
1 1 (4.76%) Cloud Computing
Communications & Networking
1 1 (4.76%) Extranet
Database & Business Intelligence
1 9 (42.86%) Data Warehouse
2 7 (33.33%) SQL Server Integration Services
3 6 (28.57%) SQL Server Reporting Services
4 5 (23.81%) SQL Server
4 5 (23.81%) SQL Server 2008
5 3 (14.29%) Big Data
5 3 (14.29%) Enterprise Data Warehouse
5 3 (14.29%) OLAP
5 3 (14.29%) OLTP
5 3 (14.29%) QlikView
6 2 (9.52%) Apache Hive
6 2 (9.52%) Data Mart
6 2 (9.52%) Hadoop
6 2 (9.52%) Impala
7 1 (4.76%) Kalido
Development Applications
1 3 (14.29%) JIRA
2 1 (4.76%) ERwin
General
1 7 (33.33%) Marketing
2 6 (28.57%) Finance
3 2 (9.52%) Legal
Job Titles
1 8 (38.10%) Developer
2 7 (33.33%) ETL Developer
3 6 (28.57%) Analyst
4 5 (23.81%) Architect
4 5 (23.81%) Technical Leader
5 4 (19.05%) AWS Architect
5 4 (19.05%) Digital Architect
5 4 (19.05%) Digital Technical Architect
5 4 (19.05%) Technical Architect
6 3 (14.29%) Business Analyst
6 3 (14.29%) Data Analyst
6 3 (14.29%) Data Warehouse Developer
6 3 (14.29%) SSIS Developer
7 2 (9.52%) Apache Spark Developer
7 2 (9.52%) Big Data Developer
7 2 (9.52%) Business Intelligence Developer
7 2 (9.52%) Hadoop Developer
7 2 (9.52%) Python Developer
7 2 (9.52%) SQL Developer
7 2 (9.52%) SSRS Developer
Miscellaneous
1 6 (28.57%) Analytical Skills
2 1 (4.76%) Greenfield Project
Processes & Methodologies
1 9 (42.86%) Agile Software Development
1 9 (42.86%) Business Intelligence
1 9 (42.86%) ETL
2 5 (23.81%) API Integration
2 5 (23.81%) Data Encryption
2 5 (23.81%) Digital Marketing
2 5 (23.81%) Online Security
2 5 (23.81%) Project Management
3 4 (19.05%) Analytics
3 4 (19.05%) Enterprise Architecture
3 4 (19.05%) SOA
4 3 (14.29%) Data Analysis
4 3 (14.29%) Data Analytics
4 3 (14.29%) Data Integration
4 3 (14.29%) Data Transformation
4 3 (14.29%) Data Visualisation
4 3 (14.29%) Extreme Programming
4 3 (14.29%) OO
4 3 (14.29%) OOA/OOD
4 3 (14.29%) Visualisation
Programming Languages
1 10 (47.62%) SQL
2 6 (28.57%) T-SQL
3 2 (9.52%) Python
Qualifications
1 2 (9.52%) CCA
1 2 (9.52%) Citrix Certification
1 2 (9.52%) MCSA
1 2 (9.52%) MCSD
1 2 (9.52%) Microsoft Certification
Systems Management
1 2 (9.52%) Oozie
Vendors
1 3 (14.29%) Casewise
1 3 (14.29%) Microsoft
2 2 (9.52%) Cloudera
3 1 (4.76%) Informatica
Ipswich, Suffolk
Hurren and Hope
Salary: £35k - 55k per year + Benefits + Bonus
Posted: 3 days ago