Period
to 14 August 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 14 August 2018 with a comparison to the same period in the previous 2 years.

Data Modelling
Hampshire > Portsmouth
6 months to
14 Aug 2018
Same period 2017 Same period 2016
Rank 49 76 58
Rank change year-on-year +27 -18 +5
Permanent jobs citing Data Modelling 31 9 8
As % of all permanent IT jobs advertised in Portsmouth 5.13% 1.23% 1.50%
As % of the Processes & Methodologies category 5.36% 1.36% 1.65%
Number of salaries quoted 20 5 9
Portsmouth median annual salary £50,000 £47,500 £90,000
Median salary % change year-on-year +5.26% -47.22% +56.52%
10th Percentile £41,125 £43,750 £64,200
90th Percentile £52,500 £51,250 £92,500
Hampshire median annual salary £50,000 £45,750 £44,000
% change year-on-year +9.29% +3.98% +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 578 663 486
As % of all permanent IT jobs advertised in Portsmouth 95.70% 90.57% 91.01%
Number of salaries quoted 468 581 456
Portsmouth median annual salary £43,750 £42,500 £40,000
Median salary % change year-on-year +2.94% +6.25% -5.88%
10th Percentile £26,250 £23,000 £27,500
90th Percentile £62,500 £57,500 £56,250
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

Data Modelling
Salary Histogram in Portsmouth

The salary distribution of IT jobs citing Data Modelling in Portsmouth over the 6 months to 14 August 2018.

Salary histogram for Data Modelling in Portsmouth

For the 6 months to 14 August 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 25 (80.65%) SQL
2 18 (58.06%) SQL Server
3 17 (54.84%) Business Intelligence
3 17 (54.84%) Microsoft
4 16 (51.61%) ETL
4 16 (51.61%) Performance Tuning
5 14 (45.16%) User Acceptance Testing
6 11 (35.48%) SC Cleared
6 11 (35.48%) Security Cleared
6 11 (35.48%) Big Data
7 10 (32.26%) Power BI
7 10 (32.26%) Data Analysis
7 10 (32.26%) Oracle
8 9 (29.03%) SAP
8 9 (29.03%) QlikView
8 9 (29.03%) Data Governance
8 9 (29.03%) Data Quality
8 9 (29.03%) Data Architecture
8 9 (29.03%) Data Cleansing
8 9 (29.03%) Data Extraction
9 8 (25.81%) Data Integration
9 8 (25.81%) SQL Server Integration Services
9 8 (25.81%) SQL Server Reporting Services
9 8 (25.81%) T-SQL
10 7 (22.58%) Linux
10 7 (22.58%) Data Warehouse
10 7 (22.58%) Statistics
10 7 (22.58%) Balanced Scorecard
10 7 (22.58%) Replication
10 7 (22.58%) SQL Server 2005

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 (3.23%) Apache Pig
Applications
1 5 (16.13%) Microsoft Excel
1 5 (16.13%) Spreadsheet
Business Applications
1 4 (12.90%) SAP ERP
Cloud Services
1 1 (3.23%) Microsoft Azure
Database & Business Intelligence
1 18 (58.06%) SQL Server
2 11 (35.48%) Big Data
3 10 (32.26%) Power BI
4 9 (29.03%) QlikView
5 8 (25.81%) SQL Server Integration Services
5 8 (25.81%) SQL Server Reporting Services
6 7 (22.58%) Data Warehouse
6 7 (22.58%) SQL Server 2005
6 7 (22.58%) SQL Server 2008
6 7 (22.58%) SQL Server 2012
7 5 (16.13%) BODI
7 5 (16.13%) BusinessObjects
7 5 (16.13%) DataStage
7 5 (16.13%) SAP Data Services
8 4 (12.90%) Data Mart
8 4 (12.90%) OLAP
8 4 (12.90%) OLAP Cube
8 4 (12.90%) SAP BW
9 3 (9.68%) Hadoop
9 3 (9.68%) Sqoop
Development Applications
1 7 (22.58%) SQL Server Management Studio (SSMS)
2 5 (16.13%) LSMW
3 1 (3.23%) Git (software)
General
1 2 (6.45%) Retail
2 1 (3.23%) Marketing
Job Titles
1 20 (64.52%) Developer
2 9 (29.03%) SQL Developer
3 7 (22.58%) Administrator
3 7 (22.58%) DBA
4 6 (19.35%) SAP Developer
5 5 (16.13%) SQL DBA
6 4 (12.90%) SAP BW Developer
7 3 (9.68%) Data Engineer
7 3 (9.68%) Data Migration Developer
7 3 (9.68%) Informatica Developer
8 2 (6.45%) Data Visualisation Developer
9 1 (3.23%) .NET Developer
9 1 (3.23%) Big Data Engineer
9 1 (3.23%) C# .NET Developer
9 1 (3.23%) Front End Developer (Client-Side Developer)
9 1 (3.23%) HTML Developer
9 1 (3.23%) SQL BI Developer
9 1 (3.23%) SSRS Developer
9 1 (3.23%) SSRS Specialist
9 1 (3.23%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 5 (16.13%) BAPI
1 5 (16.13%) IDoc
2 1 (3.23%) .NET
2 1 (3.23%) ASP.NET
2 1 (3.23%) CSS
2 1 (3.23%) CSS3
2 1 (3.23%) HTML
2 1 (3.23%) HTML5
2 1 (3.23%) REST
2 1 (3.23%) SOAP
2 1 (3.23%) Twitter Bootstrap
2 1 (3.23%) WCF
2 1 (3.23%) Web Services
Miscellaneous
1 7 (22.58%) Replication
2 4 (12.90%) Analytical Skills
3 2 (6.45%) Driving Licence
3 2 (6.45%) Management Information System
4 1 (3.23%) Computer Science
Operating Systems
1 7 (22.58%) Linux
Processes & Methodologies
1 17 (54.84%) Business Intelligence
2 16 (51.61%) ETL
2 16 (51.61%) Performance Tuning
3 14 (45.16%) User Acceptance Testing
4 10 (32.26%) Data Analysis
5 9 (29.03%) Data Architecture
5 9 (29.03%) Data Cleansing
5 9 (29.03%) Data Extraction
5 9 (29.03%) Data Governance
6 8 (25.81%) Data Integration
7 7 (22.58%) Balanced Scorecard
7 7 (22.58%) Database Mirroring
7 7 (22.58%) Scorecard
7 7 (22.58%) Statistics
8 5 (16.13%) Analytics
8 5 (16.13%) Data Conversion
8 5 (16.13%) Data Migration
8 5 (16.13%) Migration
9 4 (12.90%) ERP
10 3 (9.68%) Visualisation
Programming Languages
1 25 (80.65%) SQL
2 8 (25.81%) T-SQL
3 5 (16.13%) ABAP
4 4 (12.90%) C
5 3 (9.68%) PL/SQL
6 1 (3.23%) C#
6 1 (3.23%) JavaScript
Qualifications
1 11 (35.48%) SC Cleared
1 11 (35.48%) Security Cleared
2 1 (3.23%) Computer Science Degree
2 1 (3.23%) Degree
2 1 (3.23%) Numerate Degree
Quality Assurance & Compliance
1 9 (29.03%) Data Quality
Systems Management
1 7 (22.58%) Perfmon
Vendors
1 17 (54.84%) Microsoft
2 10 (32.26%) Oracle
3 9 (29.03%) SAP
4 5 (16.13%) Informatica
5 1 (3.23%) Tableau