Period
to 18 October 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 18 October 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Hampshire > Portsmouth
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 55 69 63
Rank change year-on-year +14 -6 +10
Permanent jobs citing Data Modelling 19 19 10
As % of all permanent IT jobs advertised in Portsmouth 3.23% 2.77% 1.65%
As % of the Processes & Methodologies category 3.49% 3.08% 1.78%
Number of salaries quoted 15 9 13
Portsmouth median annual salary £50,000 £46,500 £90,000
Median salary % change year-on-year +7.53% -48.33% +44.00%
10th Percentile £41,250 £28,750 £75,000
90th Percentile £52,500 £51,750 £92,500
Hampshire median annual salary £50,000 £46,500 £44,000
% change year-on-year +7.53% +5.68% -2.22%

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 545 617 563
As % of all permanent IT jobs advertised in Portsmouth 92.53% 90.07% 93.06%
Number of salaries quoted 473 538 545
Portsmouth median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -5.88%
10th Percentile £26,250 £22,750 £27,500
90th Percentile £61,250 £57,500 £60,000
Hampshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -5.88%

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

For the 6 months to 18 October 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 12 (63.16%) ETL
2 11 (57.89%) Business Intelligence
2 11 (57.89%) SQL
2 11 (57.89%) Security Cleared
3 10 (52.63%) User Acceptance Testing
4 9 (47.37%) SC Cleared
4 9 (47.37%) SAP
5 8 (42.11%) Data Integration
6 7 (36.84%) Data Architecture
6 7 (36.84%) Data Cleansing
6 7 (36.84%) Data Extraction
6 7 (36.84%) Data Governance
6 7 (36.84%) Data Quality
6 7 (36.84%) Big Data
6 7 (36.84%) Performance Tuning
7 6 (31.58%) Power BI
7 6 (31.58%) Data Analysis
7 6 (31.58%) Microsoft
7 6 (31.58%) Oracle
7 6 (31.58%) SQL Server
8 5 (26.32%) ABAP
8 5 (26.32%) BAPI
8 5 (26.32%) LSMW
8 5 (26.32%) BusinessObjects
8 5 (26.32%) Informatica
8 5 (26.32%) DataStage
8 5 (26.32%) Microsoft Excel
8 5 (26.32%) Data Warehouse
8 5 (26.32%) Migration
8 5 (26.32%) BODI

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 (5.26%) Apache Pig
Applications
1 5 (26.32%) Microsoft Excel
1 5 (26.32%) Spreadsheet
Business Applications
1 2 (10.53%) SAP CO
1 2 (10.53%) SAP ERP
1 2 (10.53%) SAP FI
1 2 (10.53%) SAP FI/CO
Database & Business Intelligence
1 7 (36.84%) Big Data
2 6 (31.58%) Power BI
2 6 (31.58%) SQL Server
3 5 (26.32%) BODI
3 5 (26.32%) BusinessObjects
3 5 (26.32%) Data Warehouse
3 5 (26.32%) DataStage
3 5 (26.32%) QlikView
3 5 (26.32%) SAP Data Services
4 4 (21.05%) SAP BW
5 3 (15.79%) Apache Hive
5 3 (15.79%) Hadoop
5 3 (15.79%) Sqoop
6 2 (10.53%) Data Mart
6 2 (10.53%) OLAP
6 2 (10.53%) OLAP Cube
6 2 (10.53%) Oracle ODI
6 2 (10.53%) Qlik Sense
7 1 (5.26%) SQL Server Analysis Services
7 1 (5.26%) SQL Server Integration Services
Development Applications
1 5 (26.32%) LSMW
General
1 2 (10.53%) Finance
1 2 (10.53%) Retail
2 1 (5.26%) Marketing
Job Titles
1 13 (68.42%) Developer
2 5 (26.32%) SQL Developer
3 4 (21.05%) SAP Developer
4 3 (15.79%) Data Engineer
4 3 (15.79%) Data Migration Developer
4 3 (15.79%) Informatica Developer
5 2 (10.53%) Analyst
5 2 (10.53%) Data Visualisation Developer
5 2 (10.53%) Financial Analyst
5 2 (10.53%) SAP Analyst
5 2 (10.53%) SAP BW Developer
5 2 (10.53%) SAP Financial Analyst
6 1 (5.26%) Architect
6 1 (5.26%) Big Data Engineer
6 1 (5.26%) Business Intelligence Developer
6 1 (5.26%) Business Intelligence Specialist
6 1 (5.26%) Data Architect
6 1 (5.26%) SQL BI Developer
6 1 (5.26%) SSRS Developer
6 1 (5.26%) SSRS Specialist
Libraries, Frameworks & Software Standards
1 5 (26.32%) BAPI
1 5 (26.32%) IDoc
Miscellaneous
1 2 (10.53%) Analytical Skills
1 2 (10.53%) Driving Licence
1 2 (10.53%) Greenfield Project
1 2 (10.53%) Management Information System
2 1 (5.26%) Computer Science
Processes & Methodologies
1 12 (63.16%) ETL
2 11 (57.89%) Business Intelligence
3 10 (52.63%) User Acceptance Testing
4 8 (42.11%) Data Integration
5 7 (36.84%) Data Architecture
5 7 (36.84%) Data Cleansing
5 7 (36.84%) Data Extraction
5 7 (36.84%) Data Governance
5 7 (36.84%) Performance Tuning
6 6 (31.58%) Data Analysis
7 5 (26.32%) Analytics
7 5 (26.32%) Data Conversion
7 5 (26.32%) Data Migration
7 5 (26.32%) Migration
8 3 (15.79%) Balanced Scorecard
8 3 (15.79%) Scorecard
8 3 (15.79%) Visualisation
9 2 (10.53%) ERP
9 2 (10.53%) Project Management
9 2 (10.53%) Validation
Programming Languages
1 11 (57.89%) SQL
2 5 (26.32%) ABAP
3 3 (15.79%) PL/SQL
4 2 (10.53%) C
5 1 (5.26%) T-SQL
Qualifications
1 11 (57.89%) Security Cleared
2 9 (47.37%) SC Cleared
3 1 (5.26%) Computer Science Degree
3 1 (5.26%) Degree
3 1 (5.26%) Numerate Degree
Quality Assurance & Compliance
1 7 (36.84%) Data Quality
Vendors
1 9 (47.37%) SAP
2 6 (31.58%) Microsoft
2 6 (31.58%) Oracle
3 5 (26.32%) Informatica
4 1 (5.26%) Tableau