The following table provides summary statistics for permanent job vacancies advertised in Hampshire 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 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
South East / Hampshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 152 154 110
Rank change year-on-year +2 -44  
Permanent jobs citing Data Modelling 23 37 94
As % of all permanent IT jobs advertised in Hampshire 0.79% 1.08% 2.54%
As % of the Processes & Methodologies category 0.91% 1.25% 2.94%
Number of salaries quoted 18 30 80
Median salary £46,500 £43,750 £43,500
Median salary % change year-on-year +6.28% +0.57%  
90% offered a salary of more than £29,417 £39,750 £36,500
10% offered a salary of more than £50,000 £45,000 £55,000
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hampshire with a requirement for process and methodology skills.

Process & Methodology Skills
Hampshire
Permanent job vacancies with a requirement for process and methodology skills 2525 2954 3192
As % of all permanent IT job vacancies advertised in Hampshire 86.50% 85.90% 86.13%
Number of salaries quoted 2232 2561 2615
Median salary £42,500 £42,500 £45,000
Median salary % change year-on-year - -5.55%  
90% offered a salary of more than £29,492 £28,000 £28,500
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Hampshire

The job posting trend of jobs advertised in Hampshire citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Hampshire

Data Modelling
Salary Trend in Hampshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Modelling in Hampshire.

Salary trend for Data Modelling in Hampshire

Data Modelling
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Data Modelling in Hampshire over the 3 months to 25 June 2017.

Salary histogram for Data Modelling in Hampshire

Data Modelling
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Hampshire region over the 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Aldershot - 5 - -
Portsmouth -8 4 £47,000 - 1
Winchester -17 3 £29,417 -33.14%
Andover - 2 £45,000 -
Fareham - 2 £52,350 -
Southampton +5 1 £50,000 +17.64% 1
Basingstoke -5 1 £47,500 +18.75%
Data Modelling
South East

For the 6 months to 25 June 2017, IT jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Hampshire region with a requirement for Data Modelling.

1 23 (54.76%) SQL
2 17 (40.48%) Business Intelligence
3 14 (33.33%) SQL Server
4 13 (30.95%) ETL
5 11 (26.19%) Data Warehouse
5 11 (26.19%) SC Cleared
5 11 (26.19%) Security Cleared
5 11 (26.19%) Data Quality
6 10 (23.81%) Analytics
6 10 (23.81%) SAP
6 10 (23.81%) Computer Science
7 9 (21.43%) QlikView
7 9 (21.43%) Degree
7 9 (21.43%) Data Analysis
7 9 (21.43%) Oracle
8 8 (19.05%) BusinessObjects
8 8 (19.05%) Mathematics
8 8 (19.05%) Big Data
8 8 (19.05%) Data Architecture
8 8 (19.05%) Data Integration
9 7 (16.67%) Data Cleansing
9 7 (16.67%) Analytical Skills
9 7 (16.67%) Statistics
9 7 (16.67%) Microsoft
10 6 (14.29%) Relational Database
10 6 (14.29%) Hadoop
10 6 (14.29%) NoSQL
10 6 (14.29%) Data Strategy
11 5 (11.90%) BusinessObjects Business Intelligence
11 5 (11.90%) Visualisation

Data Modelling
Co-occurring IT Skills in Hampshire 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 2 (4.76%) NServiceBus
2 1 (2.38%) SAS
Applications
1 2 (4.76%) Microsoft Excel
2 1 (2.38%) Spreadsheet
2 1 (2.38%) SPSS
2 1 (2.38%) SPSS Modeler
Business Applications
1 1 (2.38%) SAP ERP
Cloud Services
1 3 (7.14%) Cloud Computing
Communications & Networking
1 1 (2.38%) PPP
Database & Business Intelligence
1 14 (33.33%) SQL Server
2 11 (26.19%) Data Warehouse
3 9 (21.43%) QlikView
4 8 (19.05%) Big Data
4 8 (19.05%) BusinessObjects
5 6 (14.29%) Hadoop
5 6 (14.29%) NoSQL
5 6 (14.29%) Relational Database
6 5 (11.90%) BusinessObjects Business Intelligence
6 5 (11.90%) DB2
6 5 (11.90%) SAP HANA
6 5 (11.90%) SQL Server Analysis Services
6 5 (11.90%) SQL Server Reporting Services
7 3 (7.14%) MS Access
7 3 (7.14%) Snowflake Schema
7 3 (7.14%) SQL Server Integration Services
8 2 (4.76%) Geospatial Data
8 2 (4.76%) GIS
8 2 (4.76%) Redis
8 2 (4.76%) SQL Server 2008
Development Applications
1 2 (4.76%) Moq
1 2 (4.76%) NUnit
2 1 (2.38%) Oracle APEX
2 1 (2.38%) Visual Studio
General
1 5 (11.90%) Retail
2 3 (7.14%) Telecoms
3 2 (4.76%) Back Office
4 1 (2.38%) Finance
4 1 (2.38%) Publishing
Job Titles
1 13 (30.95%) Developer
2 8 (19.05%) Architect
3 6 (14.29%) Business Intelligence Developer
3 6 (14.29%) Data Architect
3 6 (14.29%) DBA
4 5 (11.90%) Administrator
4 5 (11.90%) Analyst
5 4 (9.52%) Business Intelligence Analyst
5 4 (9.52%) DB2 DBA
5 4 (9.52%) QlikView Developer
6 3 (7.14%) Consultant
6 3 (7.14%) DB2 Administrator
6 3 (7.14%) Systems Engineer
7 2 (4.76%) .NET Software Engineer
7 2 (4.76%) Business Developer
7 2 (4.76%) SAP Developer
7 2 (4.76%) Senior .NET Software Engineer
7 2 (4.76%) Software Consultant
7 2 (4.76%) Software Developer
7 2 (4.76%) Software Engineer
Libraries, Frameworks & Software Standards
1 4 (9.52%) CSS
1 4 (9.52%) HTML
2 2 (4.76%) .NET
2 2 (4.76%) HTML5
2 2 (4.76%) Natural Language Processing
3 1 (2.38%) BAPI
3 1 (2.38%) IDoc
Miscellaneous
1 10 (23.81%) Computer Science
2 7 (16.67%) Analytical Skills
3 3 (7.14%) Data Structures
4 2 (4.76%) Algorithms
4 2 (4.76%) Virtual Team
4 2 (4.76%) Wiki
5 1 (2.38%) Management Information System
Operating Systems
1 5 (11.90%) Linux
2 3 (7.14%) Windows
2 3 (7.14%) Windows Server
Processes & Methodologies
1 17 (40.48%) Business Intelligence
2 13 (30.95%) ETL
3 10 (23.81%) Analytics
4 9 (21.43%) Data Analysis
5 8 (19.05%) Data Architecture
5 8 (19.05%) Data Integration
5 8 (19.05%) Mathematics
6 7 (16.67%) Data Cleansing
6 7 (16.67%) Statistics
7 6 (14.29%) Data Strategy
8 5 (11.90%) Database Security
8 5 (11.90%) Visualisation
9 4 (9.52%) Stakeholder Management
9 4 (9.52%) Systems Analysis
10 3 (7.14%) Business Process Modelling
10 3 (7.14%) Data Management
10 3 (7.14%) Performance Tuning
11 2 (4.76%) Creative Problem-Solving
11 2 (4.76%) Metadata Management
11 2 (4.76%) Virtual Team Management
Programming Languages
1 23 (54.76%) SQL
2 5 (11.90%) T-SQL
3 4 (9.52%) C#
3 4 (9.52%) Java
3 4 (9.52%) Python
3 4 (9.52%) R
4 2 (4.76%) C++
4 2 (4.76%) JavaScript
4 2 (4.76%) Ruby
5 1 (2.38%) ABAP
5 1 (2.38%) ANSI SQL
5 1 (2.38%) C
5 1 (2.38%) PL/SQL
5 1 (2.38%) PowerShell
5 1 (2.38%) VBA
Qualifications
1 11 (26.19%) SC Cleared
1 11 (26.19%) Security Cleared
2 9 (21.43%) Degree
3 3 (7.14%) DV Cleared
4 1 (2.38%) MCITP
4 1 (2.38%) MCTS
4 1 (2.38%) Microsoft Certification
4 1 (2.38%) Numerate Degree
4 1 (2.38%) PhD
4 1 (2.38%) PRINCE2 Certification
Quality Assurance & Compliance
1 11 (26.19%) Data Quality
2 3 (7.14%) QA
3 1 (2.38%) SLA
Vendors
1 10 (23.81%) SAP
2 9 (21.43%) Oracle
3 7 (16.67%) Microsoft
4 5 (11.90%) IBM
5 4 (9.52%) Tableau
5 4 (9.52%) Teradata
6 2 (4.76%) Ab Initio
6 2 (4.76%) Informatica
6 2 (4.76%) Netezza
6 2 (4.76%) webMethods
7 1 (2.38%) Ariba
7 1 (2.38%) SIMUL8
Southampton, Hampshire
Kingfisher IT Services
Salary: Negotiable dependent on exp. + Benefits and Bonus potential
Posted: 11 days ago
Portsmouth
aap3
Salary: £45000.00 - £48000.00 per annum
Posted: 21 days ago