Period
to 24 March 2019

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 24 March 2019 with a comparison to the same period in the previous 2 years.

Data Modelling
Hampshire > Portsmouth
6 months to
24 Mar 2019
Same period 2018 Same period 2017
Rank 72 61 -
Rank change year-on-year -11 - +73
Permanent jobs citing Data Modelling 10 26 0
As % of all permanent IT jobs advertised in Portsmouth 1.37% 3.90% -
As % of the Processes & Methodologies category 1.46% 4.22% -
Number of salaries quoted 9 11 0
Portsmouth median annual salary £52,500 £42,500 -
Median salary % change year-on-year +23.53% - -
Hampshire median annual salary £55,000 £43,750 £45,000
% change year-on-year +25.71% -2.78% -

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 686 616 567
As % of all permanent IT jobs advertised in Portsmouth 93.97% 92.49% 91.90%
Number of salaries quoted 537 493 505
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 £23,750 £26,000
90th Percentile £66,750 £61,250 £60,000
Hampshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +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

Data Modelling
Salary Histogram in Portsmouth

The salary distribution of IT jobs citing Data Modelling in Portsmouth over the 6 months to 24 March 2019.

Salary histogram for Data Modelling in Portsmouth

For the 6 months to 24 March 2019, 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 7 (70.00%) Security Cleared
2 6 (60.00%) SAP
2 6 (60.00%) Project Management
3 4 (40.00%) SAP BW
3 4 (40.00%) Data Quality
3 4 (40.00%) SC Cleared
4 3 (30.00%) Greenfield Project
4 3 (30.00%) Data Strategy
4 3 (30.00%) Continuous Improvement
4 3 (30.00%) Machine Learning
4 3 (30.00%) Big Data
4 3 (30.00%) Analytics
4 3 (30.00%) Data Architecture
4 3 (30.00%) SAP Implementation
4 3 (30.00%) Business Intelligence
4 3 (30.00%) Microsoft Excel
4 3 (30.00%) Management Information System
4 3 (30.00%) Finance
4 3 (30.00%) SAP FI
4 3 (30.00%) SAP FI/CO
4 3 (30.00%) SAP CO
4 3 (30.00%) Data Management
5 2 (20.00%) Artificial Intelligence
5 2 (20.00%) LSMW
5 2 (20.00%) Local Government
5 2 (20.00%) BODI
5 2 (20.00%) Migration
5 2 (20.00%) BAPI
5 2 (20.00%) ABAP
5 2 (20.00%) ETL

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 (30.00%) Microsoft Excel
2 2 (20.00%) Spreadsheet
Business Applications
1 3 (30.00%) SAP CO
1 3 (30.00%) SAP FI
1 3 (30.00%) SAP FI/CO
Database & Business Intelligence
1 4 (40.00%) SAP BW
2 3 (30.00%) Big Data
3 2 (20.00%) BODI
3 2 (20.00%) BusinessObjects
3 2 (20.00%) DataStage
3 2 (20.00%) SAP Data Services
4 1 (10.00%) Lumira
4 1 (10.00%) NoSQL
Development Applications
1 2 (20.00%) LSMW
General
1 3 (30.00%) Finance
2 2 (20.00%) Local Government
3 1 (10.00%) Publishing
3 1 (10.00%) Retail
Job Titles
1 4 (40.00%) Analyst
2 3 (30.00%) Architect
2 3 (30.00%) Data Architect
2 3 (30.00%) Developer
2 3 (30.00%) Financial Analyst
2 3 (30.00%) SAP Analyst
2 3 (30.00%) SAP Financial Analyst
3 2 (20.00%) SAP Developer
4 1 (10.00%) Business Intelligence Developer
4 1 (10.00%) Data Analyst
4 1 (10.00%) Data Migration Developer
4 1 (10.00%) Junior
4 1 (10.00%) Junior Business Intelligence Developer
4 1 (10.00%) Junior Developer
4 1 (10.00%) SAP BI Developer
4 1 (10.00%) SAP BW Developer
Libraries, Frameworks & Software Standards
1 2 (20.00%) BAPI
1 2 (20.00%) IDoc
Miscellaneous
1 3 (30.00%) Greenfield Project
1 3 (30.00%) Management Information System
2 2 (20.00%) Analytical Skills
2 2 (20.00%) Data Structures
3 1 (10.00%) Self-Motivation
Processes & Methodologies
1 6 (60.00%) Project Management
2 3 (30.00%) Analytics
2 3 (30.00%) Business Intelligence
2 3 (30.00%) Continuous Improvement
2 3 (30.00%) Data Architecture
2 3 (30.00%) Data Management
2 3 (30.00%) Data Strategy
2 3 (30.00%) Machine Learning
2 3 (30.00%) SAP Implementation
3 2 (20.00%) Business Analytics
3 2 (20.00%) Data Cleansing
3 2 (20.00%) Data Conversion
3 2 (20.00%) Data Extraction
3 2 (20.00%) Data Integration
3 2 (20.00%) Data Migration
3 2 (20.00%) Data Stewardship
3 2 (20.00%) Information Architecture
3 2 (20.00%) Metadata Management
3 2 (20.00%) User Acceptance Testing
3 2 (20.00%) Visualisation
Programming Languages
1 2 (20.00%) ABAP
1 2 (20.00%) SQL
2 1 (10.00%) T-SQL
Qualifications
1 7 (70.00%) Security Cleared
2 4 (40.00%) SC Cleared
Quality Assurance & Compliance
1 4 (40.00%) Data Quality
Vendors
1 6 (60.00%) SAP
2 2 (20.00%) Informatica
3 1 (10.00%) Tableau