The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Hampshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Data Modelling
South East / Hampshire
Rank 148 125 155
Rank change year-on-year
-23 +30
Permanent jobs citing Data Modelling 22 55 39
As % of all permanent IT jobs located in Hampshire 0.75% 1.71% 1.04%
As % of the Processes & Methodologies category 0.87% 1.99% 1.23%
Number of salaries quoted 22 52 36
Median salary £45,000 £60,000 £42,500
Median salary % change year-on-year
-25.00% +41.17%
90% offered a salary of more than £32,250 £36,150 £35,000
10% offered a salary of more than £60,000 £67,500 £68,750
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Hampshire region.

Processes & Methodologies Category
Hampshire
Permanent IT job ads with a match in the
Processes & Methodologies category
2525 2764 3172
As % of all permanent IT jobs located in Hampshire 85.51% 86.16% 84.38%
Number of salaries quoted 2092 2433 2727
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £30,000 £30,000 £29,000
10% offered a salary of more than £60,000 £62,500 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Hampshire

The demand trend of job ads across the Hampshire region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend 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 across the Hampshire region.

Data Modelling Salary Trend in Hampshire

Data Modelling
Salary Histogram in Hampshire

This chart provides a salary histogram for IT jobs citing Data Modelling across the Hampshire region over the 3 months to 16 January 2017.

Data Modelling Salary Histogram 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 16 January 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
Farnborough - 6 £55,000 -
Southampton 0 5 £42,000 -35.38% 1
Basingstoke -2 1 £50,000 +5.26%
Andover -4 1 £60,000 -
Lyndhurst - 1 £39,000 - 1
Petersfield - 1 £45,000 - 1
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Hampshire

For the 6 months to 16 January 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 29 (76.32%) SQL
2 19 (50.00%) Business Intelligence
3 16 (42.11%) Hibernate
3 16 (42.11%) ETL
4 15 (39.47%) Oracle
5 14 (36.84%) Visualisation
6 13 (34.21%) SQL Server
6 13 (34.21%) Analytics
6 13 (34.21%) Analytical Skills
7 12 (31.58%) NoSQL
8 11 (28.95%) HTML
8 11 (28.95%) Java
8 11 (28.95%) JavaScript
8 11 (28.95%) CSS
9 10 (26.32%) JDBC
9 10 (26.32%) Struts
9 10 (26.32%) XML
9 10 (26.32%) PL/SQL
9 10 (26.32%) Migration
9 10 (26.32%) SaaS
9 10 (26.32%) Data Visualisation
9 10 (26.32%) Data Management
9 10 (26.32%) Spring
9 10 (26.32%) Predictive Analytics
9 10 (26.32%) Big Data
9 10 (26.32%) Enterprise Software
10 9 (23.68%) Management Information System
11 8 (21.05%) EAI
11 8 (21.05%) Data Warehouse
11 8 (21.05%) Taxonomies

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 (15.79%) JBoss
1 6 (15.79%) WildFly
2 3 (7.89%) IIS
3 2 (5.26%) ArcGIS
3 2 (5.26%) ArcSDE
3 2 (5.26%) GeoServer
4 1 (2.63%) SAS
Applications
1 1 (2.63%) MS Excel
Cloud Services
1 10 (26.32%) SaaS
2 8 (21.05%) IaaS
2 8 (21.05%) PaaS
Communications & Networking
1 4 (10.53%) PPP
Database & Business Intelligence
1 13 (34.21%) SQL Server
2 12 (31.58%) NoSQL
3 10 (26.32%) Big Data
4 8 (21.05%) Data Warehouse
5 7 (18.42%) QlikView
6 6 (15.79%) SQL Server Analysis Services
6 6 (15.79%) SQL Server Integration Services
6 6 (15.79%) SQL Server Reporting Services
7 4 (10.53%) BusinessObjects
7 4 (10.53%) BusinessObjects Business Intelligence
7 4 (10.53%) SAP HANA
7 4 (10.53%) SQL Server 2008
8 2 (5.26%) GIS
8 2 (5.26%) Hadoop
8 2 (5.26%) PostgreSQL
8 2 (5.26%) Power BI
8 2 (5.26%) QGIS
8 2 (5.26%) Snowflake Schema
8 2 (5.26%) Spatial Data
8 2 (5.26%) Star Schema
Development Applications
1 6 (15.79%) Git (software)
1 6 (15.79%) Maven
2 4 (10.53%) Atlassian Bamboo
2 4 (10.53%) Jenkins
3 2 (5.26%) Visual Studio
4 1 (2.63%) Oracle APEX
4 1 (2.63%) Subversion
General
1 4 (10.53%) Retail
2 3 (7.89%) Advertising
3 1 (2.63%) Manufacturing
3 1 (2.63%) Telecoms
Job Titles
1 20 (52.63%) Architect
2 13 (34.21%) Data Architect
3 12 (31.58%) Developer
4 6 (15.79%) Developer/Software Engineer
4 6 (15.79%) Java Developer
4 6 (15.79%) Java Engineer
4 6 (15.79%) Java Software Developer
4 6 (15.79%) Java Software Engineer
4 6 (15.79%) Lead Architect
4 6 (15.79%) Lead Data Architect
4 6 (15.79%) Software Engineer
5 4 (10.53%) Analyst
5 4 (10.53%) Business Intelligence Analyst
5 4 (10.53%) Business Intelligence Architect
5 4 (10.53%) Full Stack Developer
5 4 (10.53%) HTML CSS Developer
5 4 (10.53%) HTML Developer
5 4 (10.53%) SAP BusinessObjects (BO) Analyst
5 4 (10.53%) XML Developer
6 3 (7.89%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 16 (42.11%) Hibernate
2 11 (28.95%) CSS
2 11 (28.95%) HTML
3 10 (26.32%) JDBC
3 10 (26.32%) Spring
3 10 (26.32%) Struts
3 10 (26.32%) XML
4 6 (15.79%) Apache Camel
4 6 (15.79%) JMS
4 6 (15.79%) JSF
4 6 (15.79%) Web Services
5 4 (10.53%) .NET
5 4 (10.53%) ActiveMQ
5 4 (10.53%) ASP.NET
5 4 (10.53%) Middleware
6 2 (5.26%) AngularJS
6 2 (5.26%) ArcObjects
6 2 (5.26%) Dojo
6 2 (5.26%) OpenLayers
6 2 (5.26%) PostGIS
Miscellaneous
1 14 (36.84%) Visualisation
2 13 (34.21%) Analytical Skills
3 10 (26.32%) Enterprise Software
4 9 (23.68%) Management Information System
5 8 (21.05%) Taxonomies
6 7 (18.42%) Data Integration
7 3 (7.89%) Algorithms
7 3 (7.89%) Life Science
8 2 (5.26%) Virtual Team
Operating Systems
1 6 (15.79%) Linux
Processes & Methodologies
1 19 (50.00%) Business Intelligence
2 16 (42.11%) ETL
3 13 (34.21%) Analytics
4 10 (26.32%) Data Management
4 10 (26.32%) Data Visualisation
4 10 (26.32%) Migration
4 10 (26.32%) Predictive Analytics
5 8 (21.05%) Data Architecture
5 8 (21.05%) Data Governance
5 8 (21.05%) Data Migration
5 8 (21.05%) EAI
5 8 (21.05%) Validation
6 7 (18.42%) Agile Software Development
6 7 (18.42%) Content Management
7 6 (15.79%) Logistics
7 6 (15.79%) SDLC
7 6 (15.79%) Software Engineering
8 5 (13.16%) Continuous Integration
8 5 (13.16%) CRM
9 4 (10.53%) Stakeholder Management
Programming Languages
1 29 (76.32%) SQL
2 11 (28.95%) Java
2 11 (28.95%) JavaScript
3 10 (26.32%) PL/SQL
4 6 (15.79%) HQL
5 4 (10.53%) C#
6 3 (7.89%) T-SQL
7 2 (5.26%) Bash Shell
7 2 (5.26%) C
7 2 (5.26%) C++
7 2 (5.26%) Python
7 2 (5.26%) R
8 1 (2.63%) ANSI SQL
8 1 (2.63%) PowerShell
8 1 (2.63%) VBA
Qualifications
1 3 (7.89%) Security Cleared
2 1 (2.63%) SC Cleared
Quality Assurance & Compliance
1 6 (15.79%) Data Quality
2 1 (2.63%) QA
Vendors
1 15 (39.47%) Oracle
2 5 (13.16%) Microsoft
3 4 (10.53%) SAP
4 2 (5.26%) ESRI
4 2 (5.26%) Informatica
4 2 (5.26%) Netezza
4 2 (5.26%) Teradata
Petersfield, Hampshire
Rullion IT Plus
Salary: £42000 - £55000 per annum + Pension
Posted: 15 hours ago
Portsmouth, Hampshire
Haybrook IT Resourcing Ltd
Salary: Competitive
Posted: 3 days ago
Lyndhurst
Spencer Ogden
Posted: 13 days ago