Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Southampton 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 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Hampshire > Southampton
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 107 107 110
Rank change year-on-year 0 +3 +10
Permanent jobs citing Data Modelling 10 8 8
As % of all permanent IT jobs advertised in Southampton 0.71% 0.60% 0.59%
As % of the Processes & Methodologies category 0.82% 0.70% 0.69%
Number of salaries quoted 9 8 8
Southampton median annual salary £42,500 £42,500 £57,500
Median salary % change year-on-year - -26.09% +48.39%
10th Percentile £31,750 £22,500 £41,075
90th Percentile £80,650 £62,500 £89,375
Hampshire median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% -

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 Southampton with a requirement for process or methodology skills.

All Process and Methodology Skills
Southampton
Permanent vacancies with a requirement for process or methodology skills 1218 1141 1155
As % of all permanent IT jobs advertised in Southampton 86.69% 85.09% 84.74%
Number of salaries quoted 1112 1024 1033
Southampton median annual salary £38,750 £42,500 £42,500
Median salary % change year-on-year -8.82% - +13.33%
10th Percentile £25,775 £25,000 £24,600
90th Percentile £60,000 £60,000 £62,500
Hampshire median annual salary £42,500 £41,000 £42,500
% change year-on-year +3.66% -3.53% +1.19%

Data Modelling
Job Vacancy Trend in Southampton

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

Job vacancy trend for Data Modelling in Southampton

Data Modelling
Salary Trend in Southampton

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

Salary trend for Data Modelling in Southampton

Data Modelling
Salary Histogram in Southampton

The salary distribution of IT jobs citing Data Modelling in Southampton over the 6 months to 19 November 2017.

Salary histogram for Data Modelling in Southampton

For the 6 months to 19 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 Southampton region with a requirement for Data Modelling.

1 6 (60.00%) Business Intelligence
2 5 (50.00%) SQL
2 5 (50.00%) SQL Server
3 4 (40.00%) Data Warehouse
3 4 (40.00%) Migration
3 4 (40.00%) Analytics
4 3 (30.00%) Data Strategy
4 3 (30.00%) Data Migration
4 3 (30.00%) Analytical Skills
4 3 (30.00%) Stakeholder Management
4 3 (30.00%) QlikView
4 3 (30.00%) Oracle
5 2 (20.00%) Internet
5 2 (20.00%) ETL
5 2 (20.00%) MySQL
5 2 (20.00%) Business Continuity
5 2 (20.00%) Regression Testing
5 2 (20.00%) Logical Data Model
5 2 (20.00%) Data Integration
5 2 (20.00%) Test Automation
5 2 (20.00%) Data Governance
5 2 (20.00%) Data Analysis
5 2 (20.00%) Conceptual Models
6 1 (10.00%) Enterprise Software
6 1 (10.00%) Data Quality
6 1 (10.00%) ArchiMate
6 1 (10.00%) IaaS
6 1 (10.00%) Microsoft Azure
6 1 (10.00%) Amazon AWS
6 1 (10.00%) SaaS

Data Modelling
Co-occurring IT Skills in Southampton 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 1 (10.00%) SAS
Cloud Services
1 1 (10.00%) Amazon AWS
1 1 (10.00%) IaaS
1 1 (10.00%) Microsoft Azure
1 1 (10.00%) PaaS
1 1 (10.00%) SaaS
Communications & Networking
1 2 (20.00%) Internet
Database & Business Intelligence
1 5 (50.00%) SQL Server
2 4 (40.00%) Data Warehouse
3 3 (30.00%) QlikView
4 2 (20.00%) MySQL
5 1 (10.00%) SQL Server Analysis Services
5 1 (10.00%) SQL Server Integration Services
5 1 (10.00%) SQL Server Reporting Services
General
1 1 (10.00%) Finance
1 1 (10.00%) Manufacturing
1 1 (10.00%) Military
Job Titles
1 3 (30.00%) Business Intelligence Developer
1 3 (30.00%) Developer
1 3 (30.00%) QlikView Developer
2 2 (20.00%) Architect
2 2 (20.00%) Business Intelligence Specialist
2 2 (20.00%) Data Architect
3 1 (10.00%) Analyst
3 1 (10.00%) Data Analyst
3 1 (10.00%) ETL Developer
3 1 (10.00%) SQL Analyst
3 1 (10.00%) SQL Data Analyst
3 1 (10.00%) SSRS Analyst
3 1 (10.00%) Systems Engineer
Libraries, Frameworks & Software Standards
1 1 (10.00%) JDBC
1 1 (10.00%) MDX
1 1 (10.00%) Middleware
Miscellaneous
1 3 (30.00%) Analytical Skills
2 1 (10.00%) Enterprise Software
Processes & Methodologies
1 6 (60.00%) Business Intelligence
2 4 (40.00%) Analytics
2 4 (40.00%) Migration
3 3 (30.00%) Data Migration
3 3 (30.00%) Data Strategy
3 3 (30.00%) Stakeholder Management
4 2 (20.00%) Business Continuity
4 2 (20.00%) Conceptual Models
4 2 (20.00%) Data Analysis
4 2 (20.00%) Data Governance
4 2 (20.00%) Data Integration
4 2 (20.00%) ETL
4 2 (20.00%) Logical Data Model
4 2 (20.00%) Regression Testing
4 2 (20.00%) Test Automation
5 1 (10.00%) Data Management
5 1 (10.00%) EAI
5 1 (10.00%) Information Security
5 1 (10.00%) Project Management
5 1 (10.00%) SOA
Programming Languages
1 5 (50.00%) SQL
2 1 (10.00%) PL/SQL
2 1 (10.00%) T-SQL
Quality Assurance & Compliance
1 1 (10.00%) Data Quality
Vendors
1 3 (30.00%) Oracle
2 1 (10.00%) Microsoft