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 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Data Modelling
South East / Hampshire
Rank 151 163 125
Rank change year-on-year +12 -38  
Permanent jobs citing Data Modelling 19 30 65
As % of all permanent IT jobs advertised in Hampshire 0.64% 0.89% 1.76%
As % of the Processes & Methodologies category 0.74% 1.04% 2.09%
Number of salaries quoted 19 25 52
Median salary £45,000 £45,000 £44,500
Median salary % change year-on-year - +1.12%  
90% offered a salary of more than £36,500 £35,000 £36,230
10% offered a salary of more than £90,000 £65,000 £64,750
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

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 2585 2892 3109
As % of all permanent IT job vacancies advertised in Hampshire 87.30% 85.54% 84.07%
Number of salaries quoted 2161 2558 2612
Median salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.55% +5.88%  
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £61,000 £67,500 £63,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 22 March 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 22 March 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
Southampton +12 5 £42,000 -6.66%
Andover +8 4 £42,500 -39.28%
Petersfield - 1 £48,500 -
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Hampshire

For the 6 months to 22 March 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 28 (68.29%) SQL
2 21 (51.22%) Business Intelligence
3 17 (41.46%) SQL Server
4 13 (31.71%) QlikView
5 12 (29.27%) CSS
5 12 (29.27%) HTML
5 12 (29.27%) Java
5 12 (29.27%) ETL
6 10 (24.39%) JavaScript
7 9 (21.95%) Oracle
7 9 (21.95%) XML
7 9 (21.95%) Data Warehouse
7 9 (21.95%) SQL Server Analysis Services
7 9 (21.95%) SQL Server Reporting Services
7 9 (21.95%) Data Quality
8 8 (19.51%) Data Integration
8 8 (19.51%) Microsoft
8 8 (19.51%) SAP
9 7 (17.07%) BusinessObjects
9 7 (17.07%) SQL Server Integration Services
9 7 (17.07%) Security Cleared
9 7 (17.07%) Agile Software Development
9 7 (17.07%) Analytics
9 7 (17.07%) Data Architecture
9 7 (17.07%) Analytical Skills
10 6 (14.63%) HQL
10 6 (14.63%) WildFly
10 6 (14.63%) SDLC
10 6 (14.63%) Git (software)
10 6 (14.63%) Apache Camel

Data Modelling
Top Related 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 6 (14.63%) JBoss
1 6 (14.63%) WildFly
2 2 (4.88%) ArcGIS
2 2 (4.88%) ArcSDE
2 2 (4.88%) GeoServer
2 2 (4.88%) IIS
2 2 (4.88%) SAS
Applications
1 4 (9.76%) MS Excel
2 1 (2.44%) SPSS
2 1 (2.44%) SPSS Modeler
Cloud Services
1 2 (4.88%) SaaS
Communications & Networking
1 4 (9.76%) PPP
Database & Business Intelligence
1 17 (41.46%) SQL Server
2 13 (31.71%) QlikView
3 9 (21.95%) Data Warehouse
3 9 (21.95%) SQL Server Analysis Services
3 9 (21.95%) SQL Server Reporting Services
4 7 (17.07%) BusinessObjects
4 7 (17.07%) SQL Server Integration Services
5 5 (12.20%) BusinessObjects Business Intelligence
5 5 (12.20%) SAP HANA
5 5 (12.20%) Snowflake Schema
6 4 (9.76%) Hadoop
6 4 (9.76%) MS Access
6 4 (9.76%) SQL Server 2008
7 3 (7.32%) Power BI
7 3 (7.32%) Star Schema
8 2 (4.88%) Geospatial Data
8 2 (4.88%) NoSQL
8 2 (4.88%) PostgreSQL
8 2 (4.88%) QGIS
8 2 (4.88%) Spatial Data
Development Applications
1 6 (14.63%) Git (software)
1 6 (14.63%) Maven
2 4 (9.76%) Atlassian Bamboo
2 4 (9.76%) Jenkins
3 3 (7.32%) Visual Studio
4 2 (4.88%) Oracle APEX
5 1 (2.44%) Subversion
General
1 6 (14.63%) Retail
2 1 (2.44%) Manufacturing
2 1 (2.44%) Telecoms
Job Titles
1 21 (51.22%) Developer
2 14 (34.15%) Architect
3 8 (19.51%) Business Intelligence Developer
3 8 (19.51%) Java Developer
3 8 (19.51%) Java Software Developer
4 7 (17.07%) Data Architect
5 6 (14.63%) Analyst
5 6 (14.63%) Developer/Software Engineer
5 6 (14.63%) HTML CSS Developer
5 6 (14.63%) HTML Developer
5 6 (14.63%) Java Engineer
5 6 (14.63%) Java Software Engineer
5 6 (14.63%) Software Engineer
6 5 (12.20%) Business Intelligence Analyst
6 5 (12.20%) SAP BusinessObjects (BO) Analyst
7 4 (9.76%) Business Intelligence Architect
7 4 (9.76%) Full Stack Developer
7 4 (9.76%) SSRS Developer
7 4 (9.76%) XML Developer
8 3 (7.32%) SSIS Developer
Libraries, Frameworks & Software Standards
1 12 (29.27%) CSS
1 12 (29.27%) HTML
2 9 (21.95%) XML
3 6 (14.63%) Apache Camel
3 6 (14.63%) Hibernate
3 6 (14.63%) JMS
3 6 (14.63%) JSF
3 6 (14.63%) Web Services
4 4 (9.76%) ActiveMQ
4 4 (9.76%) Middleware
5 3 (7.32%) .NET
5 3 (7.32%) ASP.NET
6 2 (4.88%) AngularJS
6 2 (4.88%) ArcObjects
6 2 (4.88%) Dojo
6 2 (4.88%) OpenLayers
6 2 (4.88%) PostGIS
7 1 (2.44%) JSON
Miscellaneous
1 7 (17.07%) Analytical Skills
2 6 (14.63%) Computer Science
3 3 (7.32%) Management Information System
4 2 (4.88%) Algorithms
4 2 (4.88%) Life Science
4 2 (4.88%) Virtual Team
Operating Systems
1 6 (14.63%) Linux
Processes & Methodologies
1 21 (51.22%) Business Intelligence
2 12 (29.27%) ETL
3 8 (19.51%) Data Integration
4 7 (17.07%) Agile Software Development
4 7 (17.07%) Analytics
4 7 (17.07%) Data Architecture
5 6 (14.63%) Logistics
5 6 (14.63%) SDLC
5 6 (14.63%) Software Engineering
5 6 (14.63%) Stakeholder Management
6 5 (12.20%) Continuous Integration
6 5 (12.20%) Data Cleansing
7 4 (9.76%) Business Continuity
7 4 (9.76%) Functional Testing
7 4 (9.76%) Mathematics
7 4 (9.76%) Software Architecture
7 4 (9.76%) Technical Architecture
7 4 (9.76%) Visualisation
8 3 (7.32%) Kimball Methodology
8 3 (7.32%) Performance Tuning
Programming Languages
1 28 (68.29%) SQL
2 12 (29.27%) Java
3 10 (24.39%) JavaScript
4 6 (14.63%) HQL
5 5 (12.20%) C#
6 4 (9.76%) C++
6 4 (9.76%) T-SQL
7 2 (4.88%) ANSI SQL
7 2 (4.88%) Bash Shell
7 2 (4.88%) C
7 2 (4.88%) Python
7 2 (4.88%) R
7 2 (4.88%) VBA
8 1 (2.44%) PowerShell
Qualifications
1 7 (17.07%) Security Cleared
2 6 (14.63%) Degree
3 5 (12.20%) SC Cleared
4 1 (2.44%) PRINCE2 Certification
Quality Assurance & Compliance
1 9 (21.95%) Data Quality
2 2 (4.88%) QA
Vendors
1 9 (21.95%) Oracle
2 8 (19.51%) Microsoft
2 8 (19.51%) SAP
3 4 (9.76%) Teradata
4 2 (4.88%) Ab Initio
4 2 (4.88%) ESRI
4 2 (4.88%) Informatica
4 2 (4.88%) Netezza
4 2 (4.88%) webMethods
5 1 (2.44%) SIMUL8
Winchester, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £26000 - £35000 per annum
Posted: 9 hours ago
Winchester, Hampshire
University of Winchester
Salary: From £26,829 to £32,004 per annum plus £3,000 Market Supplement
Posted: Yesterday
Hampshire
Stott & May
Salary: £25000 - £35000 per annum
Posted: Yesterday
Hampshire
Hays Specialist Recruitment Ltd
Salary: £20000.00 - £26000.00 per annum + benefits
Posted: 20 days ago