Period
to 20 June 2018

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 20 June 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Hampshire > Portsmouth
6 months to
20 Jun 2018
Same period 2017 Same period 2016
Rank 43 75 57
Rank change year-on-year +32 -18 +14
Permanent jobs citing Data Modelling 33 4 6
As % of all permanent IT jobs advertised in Portsmouth 5.58% 0.61% 1.20%
As % of the Processes & Methodologies category 5.89% 0.67% 1.39%
Number of salaries quoted 19 4 4
Portsmouth median annual salary £47,500 £47,000 £35,000
Median salary % change year-on-year +1.06% +34.29% -39.13%
10th Percentile £35,000 £44,350 £32,500
90th Percentile £52,500 £50,650 £37,500
Hampshire median annual salary £47,500 £45,000 £44,000
% change year-on-year +5.56% +2.27% +1.15%

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 560 601 432
As % of all permanent IT jobs advertised in Portsmouth 94.75% 91.34% 86.57%
Number of salaries quoted 441 535 402
Portsmouth median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -5.88%
10th Percentile £26,250 £24,000 £26,250
90th Percentile £60,000 £57,500 £56,250
Hampshire median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% +1.22%

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 20 June 2018.

Salary histogram for Data Modelling in Portsmouth

For the 6 months to 20 June 2018, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Portsmouth region with a requirement for Data Modelling.

1 28 (84.85%) SQL
2 21 (63.64%) SQL Server
3 20 (60.61%) Performance Tuning
4 16 (48.48%) Microsoft
5 12 (36.36%) Business Intelligence
6 11 (33.33%) ETL
6 11 (33.33%) Replication
6 11 (33.33%) Linux
6 11 (33.33%) T-SQL
6 11 (33.33%) SQL Server Reporting Services
6 11 (33.33%) SQL Server 2005
6 11 (33.33%) SQL Server Integration Services
6 11 (33.33%) Statistics
6 11 (33.33%) SQL Server Management Studio (SSMS)
6 11 (33.33%) Database Mirroring
6 11 (33.33%) Perfmon
6 11 (33.33%) SQL Server 2008
6 11 (33.33%) SQL Server 2012
7 9 (27.27%) Data Governance
7 9 (27.27%) Data Quality
7 9 (27.27%) User Acceptance Testing
7 9 (27.27%) Data Cleansing
7 9 (27.27%) Data Extraction
7 9 (27.27%) SC Cleared
7 9 (27.27%) Security Cleared
7 9 (27.27%) Data Architecture
7 9 (27.27%) SAP
8 8 (24.24%) Big Data
9 7 (21.21%) Oracle
9 7 (21.21%) Data Warehouse

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 1 (3.03%) Apache Pig
Applications
1 4 (12.12%) Microsoft Excel
1 4 (12.12%) Spreadsheet
Business Applications
1 5 (15.15%) SAP ERP
Cloud Services
1 5 (15.15%) Microsoft Azure
Database & Business Intelligence
1 21 (63.64%) SQL Server
2 11 (33.33%) SQL Server 2005
2 11 (33.33%) SQL Server 2008
2 11 (33.33%) SQL Server 2012
2 11 (33.33%) SQL Server Integration Services
2 11 (33.33%) SQL Server Reporting Services
3 8 (24.24%) Big Data
4 7 (21.21%) Data Warehouse
5 5 (15.15%) Data Mart
5 5 (15.15%) OLAP
5 5 (15.15%) OLAP Cube
5 5 (15.15%) Power BI
5 5 (15.15%) QlikView
5 5 (15.15%) SAP BW
6 4 (12.12%) BODI
6 4 (12.12%) BusinessObjects
6 4 (12.12%) DataStage
6 4 (12.12%) SAP Data Services
7 3 (9.09%) Apache Hive
7 3 (9.09%) Hadoop
Development Applications
1 11 (33.33%) SQL Server Management Studio (SSMS)
2 5 (15.15%) Git (software)
3 4 (12.12%) LSMW
General
1 1 (3.03%) Retail
Job Titles
1 19 (57.58%) Developer
2 11 (33.33%) Administrator
2 11 (33.33%) DBA
3 7 (21.21%) SAP Developer
4 5 (15.15%) .NET Developer
4 5 (15.15%) ASP.NET Developer
4 5 (15.15%) C# .NET Developer
4 5 (15.15%) C# ASP.NET Developer
4 5 (15.15%) C# Developer
4 5 (15.15%) Front End Developer (Client-Side Developer)
4 5 (15.15%) HTML Developer
4 5 (15.15%) SAP BW Developer
4 5 (15.15%) SQL DBA
4 5 (15.15%) SQL Developer
5 2 (6.06%) Data Engineer
5 2 (6.06%) Data Migration Developer
5 2 (6.06%) Informatica Developer
6 1 (3.03%) Architect
6 1 (3.03%) Data Architect
Libraries, Frameworks & Software Standards
1 5 (15.15%) .NET
1 5 (15.15%) ASP.NET
1 5 (15.15%) CSS
1 5 (15.15%) CSS3
1 5 (15.15%) HTML
1 5 (15.15%) HTML5
1 5 (15.15%) REST
1 5 (15.15%) SOAP
1 5 (15.15%) Twitter Bootstrap
1 5 (15.15%) WCF
1 5 (15.15%) Web Services
2 4 (12.12%) BAPI
2 4 (12.12%) IDoc
Miscellaneous
1 11 (33.33%) Replication
2 5 (15.15%) Analytical Skills
3 1 (3.03%) Computer Science
Operating Systems
1 11 (33.33%) Linux
Processes & Methodologies
1 20 (60.61%) Performance Tuning
2 12 (36.36%) Business Intelligence
3 11 (33.33%) Database Mirroring
3 11 (33.33%) ETL
3 11 (33.33%) Statistics
4 9 (27.27%) Data Architecture
4 9 (27.27%) Data Cleansing
4 9 (27.27%) Data Extraction
4 9 (27.27%) Data Governance
4 9 (27.27%) User Acceptance Testing
5 6 (18.18%) Data Integration
6 5 (15.15%) Balanced Scorecard
6 5 (15.15%) Data Analysis
6 5 (15.15%) ERP
6 5 (15.15%) Front End Development
6 5 (15.15%) MVC
6 5 (15.15%) Problem-Solving
6 5 (15.15%) Responsive Web Design
6 5 (15.15%) Scorecard
6 5 (15.15%) Unit Testing
Programming Languages
1 28 (84.85%) SQL
2 11 (33.33%) T-SQL
3 5 (15.15%) C
3 5 (15.15%) C#
3 5 (15.15%) JavaScript
4 4 (12.12%) ABAP
5 2 (6.06%) PL/SQL
Qualifications
1 9 (27.27%) SC Cleared
1 9 (27.27%) Security Cleared
2 1 (3.03%) Computer Science Degree
2 1 (3.03%) Degree
2 1 (3.03%) Numerate Degree
Quality Assurance & Compliance
1 9 (27.27%) Data Quality
Systems Management
1 11 (33.33%) Perfmon
Vendors
1 16 (48.48%) Microsoft
2 9 (27.27%) SAP
3 7 (21.21%) Oracle
4 4 (12.12%) Informatica