Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Portsmouth 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Hampshire > Portsmouth
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 67 61 75
Rank change year-on-year -6 +14 +41
Permanent jobs citing Data Modelling 21 10 11
As % of all permanent IT jobs advertised in Portsmouth 3.05% 1.51% 1.36%
As % of the Processes & Methodologies category 3.45% 1.62% 1.53%
Number of salaries quoted 9 13 10
Portsmouth median annual salary £46,500 £90,000 £67,500
Median salary % change year-on-year -48.33% +33.33% -6.25%
10th Percentile £28,750 £75,000 £32,500
90th Percentile £51,750 £92,500 £75,250
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 Portsmouth with a requirement for process or methodology skills.

All Process and Methodology Skills
Portsmouth
Permanent vacancies with a requirement for process or methodology skills 609 616 719
As % of all permanent IT jobs advertised in Portsmouth 88.52% 92.77% 88.99%
Number of salaries quoted 531 593 627
Portsmouth median annual salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88% +6.25%
10th Percentile £22,750 £27,500 £25,000
90th Percentile £57,500 £60,000 £58,750
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 Portsmouth

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

Job vacancy trend for Data Modelling in Portsmouth

Data Modelling
Salary Trend in Portsmouth

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

Salary trend for Data Modelling in Portsmouth

Data Modelling
Salary Histogram in Portsmouth

The salary distribution of IT jobs citing Data Modelling in Portsmouth over the 6 months to 17 November 2017.

Salary histogram for Data Modelling in Portsmouth

For the 6 months to 17 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 Portsmouth region with a requirement for Data Modelling.

1 18 (85.71%) Business Intelligence
2 15 (71.43%) SAP
3 14 (66.67%) Data Extraction
3 14 (66.67%) Data Governance
4 13 (61.90%) SAP BW
4 13 (61.90%) BusinessObjects
5 11 (52.38%) Data Management
5 11 (52.38%) Stakeholder Management
5 11 (52.38%) BusinessObjects Business Intelligence
6 7 (33.33%) SQL
7 4 (19.05%) Microsoft Excel
7 4 (19.05%) SC Cleared
7 4 (19.05%) Security Cleared
8 3 (14.29%) Data Architecture
8 3 (14.29%) SQL Server Reporting Services
8 3 (14.29%) SQL Server
8 3 (14.29%) OLAP
8 3 (14.29%) Data Warehouse
8 3 (14.29%) Microsoft
8 3 (14.29%) Analytical Skills
8 3 (14.29%) Data Quality
8 3 (14.29%) SQL Server Integration Services
8 3 (14.29%) Data Cleansing
8 3 (14.29%) Visualisation
9 2 (9.52%) HTML5
9 2 (9.52%) Moq
9 2 (9.52%) NoSQL
9 2 (9.52%) PerformancePoint
9 2 (9.52%) Performance Tuning
9 2 (9.52%) Redis

Data Modelling
Co-occurring IT Skills in Portsmouth 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%) NServiceBus
1 2 (9.52%) SharePoint
Applications
1 4 (19.05%) Microsoft Excel
2 2 (9.52%) MS Visio
3 1 (4.76%) Spreadsheet
Business Applications
1 2 (9.52%) SAP ERP
Database & Business Intelligence
1 13 (61.90%) BusinessObjects
1 13 (61.90%) SAP BW
2 11 (52.38%) BusinessObjects Business Intelligence
3 3 (14.29%) Data Warehouse
3 3 (14.29%) OLAP
3 3 (14.29%) SQL Server
3 3 (14.29%) SQL Server Integration Services
3 3 (14.29%) SQL Server Reporting Services
4 2 (9.52%) Crystal Reports
4 2 (9.52%) Data Mart
4 2 (9.52%) Geospatial Data
4 2 (9.52%) GIS
4 2 (9.52%) Microsoft Power View
4 2 (9.52%) NoSQL
4 2 (9.52%) OLAP Cube
4 2 (9.52%) PerformancePoint
4 2 (9.52%) QlikView
4 2 (9.52%) Redis
5 1 (4.76%) SAP HANA
5 1 (4.76%) SQL Server 2016
Development Applications
1 2 (9.52%) Moq
1 2 (9.52%) NUnit
General
1 2 (9.52%) Back Office
1 2 (9.52%) Retail
Job Titles
1 16 (76.19%) Developer
2 14 (66.67%) SAP Developer
3 13 (61.90%) SAP BW Developer
4 2 (9.52%) .NET Software Engineer
4 2 (9.52%) Analyst
4 2 (9.52%) Business Intelligence Analyst
4 2 (9.52%) QlikView Analyst
4 2 (9.52%) Report Analyst
4 2 (9.52%) Senior .NET Software Engineer
4 2 (9.52%) Senior Software Engineer
4 2 (9.52%) Software Engineer
4 2 (9.52%) SQL Analyst
4 2 (9.52%) SQL Reporting Analyst
4 2 (9.52%) SSIS Analyst
4 2 (9.52%) SSRS Analyst
5 1 (4.76%) Data Migration Developer
5 1 (4.76%) SQL BI Developer
5 1 (4.76%) SSAS Developer
5 1 (4.76%) SSIS Developer
5 1 (4.76%) SSRS Developer
Libraries, Frameworks & Software Standards
1 2 (9.52%) .NET
1 2 (9.52%) CSS
1 2 (9.52%) HTML
1 2 (9.52%) HTML5
2 1 (4.76%) BAPI
2 1 (4.76%) IDoc
Miscellaneous
1 3 (14.29%) Analytical Skills
2 2 (9.52%) Data Structures
2 2 (9.52%) Wiki
Processes & Methodologies
1 18 (85.71%) Business Intelligence
2 14 (66.67%) Data Extraction
2 14 (66.67%) Data Governance
3 11 (52.38%) Data Management
3 11 (52.38%) Stakeholder Management
4 3 (14.29%) Data Architecture
4 3 (14.29%) Data Cleansing
4 3 (14.29%) Visualisation
5 2 (9.52%) Data Analysis
5 2 (9.52%) E-Commerce
5 2 (9.52%) ERP
5 2 (9.52%) Mentoring
5 2 (9.52%) MVC
5 2 (9.52%) Pair Programming
5 2 (9.52%) Performance Tuning
5 2 (9.52%) SDLC
5 2 (9.52%) SFIA
5 2 (9.52%) SOA
5 2 (9.52%) Software Engineering
5 2 (9.52%) SOLID
Programming Languages
1 7 (33.33%) SQL
2 2 (9.52%) C
2 2 (9.52%) C#
2 2 (9.52%) Java
2 2 (9.52%) JavaScript
2 2 (9.52%) PL/SQL
2 2 (9.52%) Python
2 2 (9.52%) Ruby
2 2 (9.52%) T-SQL
3 1 (4.76%) ABAP
Qualifications
1 4 (19.05%) SC Cleared
1 4 (19.05%) Security Cleared
2 1 (4.76%) Degree
2 1 (4.76%) MCSA
2 1 (4.76%) MCSE
2 1 (4.76%) Microsoft Certification
Quality Assurance & Compliance
1 3 (14.29%) Data Quality
2 2 (9.52%) QA
Vendors
1 15 (71.43%) SAP
2 3 (14.29%) Microsoft