Period
to 10 December 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 10 December 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Hampshire > Portsmouth
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 61 72 67
Rank change year-on-year +11 -5 +11
Permanent jobs citing Data Modelling 17 18 8
As % of all permanent IT jobs advertised in Portsmouth 2.58% 2.62% 1.22%
As % of the Processes & Methodologies category 2.79% 2.93% 1.31%
Number of salaries quoted 14 6 13
Portsmouth median annual salary £50,000 £44,500 £90,000
Median salary % change year-on-year +12.36% -50.56% +75.61%
10th Percentile £41,250 £28,750 £75,000
90th Percentile £66,200 £52,500 £92,500
Hampshire median annual salary £50,000 £42,500 £50,000
% change year-on-year +17.65% -15.00% +5.26%

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 610 614 609
As % of all permanent IT jobs advertised in Portsmouth 92.42% 89.50% 92.69%
Number of salaries quoted 509 530 586
Portsmouth median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -5.88%
10th Percentile £28,000 £22,750 £26,250
90th Percentile £61,250 £61,250 £60,000
Hampshire median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% -2.35%

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 10 December 2018.

Salary histogram for Data Modelling in Portsmouth

For the 6 months to 10 December 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 10 (58.82%) Business Intelligence
1 10 (58.82%) Security Cleared
2 9 (52.94%) ETL
2 9 (52.94%) SQL
3 8 (47.06%) Big Data
3 8 (47.06%) User Acceptance Testing
4 7 (41.18%) SC Cleared
5 6 (35.29%) Power BI
5 6 (35.29%) Analytics
5 6 (35.29%) Data Analysis
5 6 (35.29%) SQL Server
5 6 (35.29%) SAP
5 6 (35.29%) Project Management
5 6 (35.29%) Microsoft
6 5 (29.41%) Oracle
6 5 (29.41%) Management Information System
6 5 (29.41%) Data Integration
6 5 (29.41%) QlikView
6 5 (29.41%) Data Quality
7 4 (23.53%) Data Architecture
7 4 (23.53%) Visualisation
8 3 (17.65%) Spreadsheet
8 3 (17.65%) SAP Data Services
8 3 (17.65%) Data Visualisation
8 3 (17.65%) Continuous Improvement
8 3 (17.65%) Data Governance
8 3 (17.65%) BODI
8 3 (17.65%) SAP Implementation
8 3 (17.65%) Data Migration
8 3 (17.65%) Data Cleansing

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:

Applications
1 3 (17.65%) Microsoft Excel
1 3 (17.65%) Spreadsheet
Business Applications
1 3 (17.65%) SAP CO
1 3 (17.65%) SAP FI
1 3 (17.65%) SAP FI/CO
Database & Business Intelligence
1 8 (47.06%) Big Data
2 6 (35.29%) Power BI
2 6 (35.29%) SQL Server
3 5 (29.41%) QlikView
4 3 (17.65%) BODI
4 3 (17.65%) BusinessObjects
4 3 (17.65%) DataStage
4 3 (17.65%) SAP BW
4 3 (17.65%) SAP Data Services
5 2 (11.76%) Data Warehouse
5 2 (11.76%) Qlik Sense
6 1 (5.88%) Apache Hive
6 1 (5.88%) Hadoop
6 1 (5.88%) NoSQL
6 1 (5.88%) Oracle ODI
6 1 (5.88%) SQL Server Analysis Services
6 1 (5.88%) SQL Server Integration Services
6 1 (5.88%) SQL Server Reporting Services
6 1 (5.88%) Sqoop
Development Applications
1 3 (17.65%) LSMW
General
1 3 (17.65%) Finance
2 2 (11.76%) Local Government
2 2 (11.76%) Retail
3 1 (5.88%) Marketing
3 1 (5.88%) Publishing
Job Titles
1 9 (52.94%) Developer
2 5 (29.41%) SQL Developer
3 3 (17.65%) Analyst
3 3 (17.65%) Architect
3 3 (17.65%) Data Architect
3 3 (17.65%) Financial Analyst
3 3 (17.65%) SAP Analyst
3 3 (17.65%) SAP Financial Analyst
4 2 (11.76%) Data Engineer
4 2 (11.76%) Data Migration Developer
4 2 (11.76%) Data Visualisation Developer
5 1 (5.88%) Big Data Engineer
5 1 (5.88%) Business Intelligence Developer
5 1 (5.88%) Business Intelligence Specialist
5 1 (5.88%) Informatica Developer
5 1 (5.88%) SAP Developer
5 1 (5.88%) SQL BI Developer
5 1 (5.88%) SSRS Developer
5 1 (5.88%) SSRS Specialist
5 1 (5.88%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 3 (17.65%) BAPI
1 3 (17.65%) IDoc
Miscellaneous
1 5 (29.41%) Management Information System
2 3 (17.65%) Greenfield Project
3 2 (11.76%) Analytical Skills
3 2 (11.76%) Data Structures
3 2 (11.76%) Driving Licence
Processes & Methodologies
1 10 (58.82%) Business Intelligence
2 9 (52.94%) ETL
3 8 (47.06%) User Acceptance Testing
4 6 (35.29%) Analytics
4 6 (35.29%) Data Analysis
4 6 (35.29%) Project Management
5 5 (29.41%) Data Integration
6 4 (23.53%) Data Architecture
6 4 (23.53%) Visualisation
7 3 (17.65%) Balanced Scorecard
7 3 (17.65%) Continuous Improvement
7 3 (17.65%) Data Cleansing
7 3 (17.65%) Data Conversion
7 3 (17.65%) Data Extraction
7 3 (17.65%) Data Governance
7 3 (17.65%) Data Management
7 3 (17.65%) Data Migration
7 3 (17.65%) Migration
7 3 (17.65%) SAP Implementation
7 3 (17.65%) Scorecard
Programming Languages
1 9 (52.94%) SQL
2 3 (17.65%) ABAP
3 2 (11.76%) PL/SQL
3 2 (11.76%) T-SQL
Qualifications
1 10 (58.82%) Security Cleared
2 7 (41.18%) SC Cleared
Quality Assurance & Compliance
1 5 (29.41%) Data Quality
Vendors
1 6 (35.29%) Microsoft
1 6 (35.29%) SAP
2 5 (29.41%) Oracle
3 3 (17.65%) Informatica
4 1 (5.88%) Tableau