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 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 163 109 148
Rank change year-on-year
-54 +39
Permanent jobs citing Data Modelling 17 78 44
As % of all permanent IT jobs located in Hampshire 0.54% 2.26% 1.14%
As % of the Processes & Methodologies category 0.63% 2.63% 1.36%
Number of salaries quoted 17 74 42
Median salary £45,000 £50,750 £45,000
Median salary % change year-on-year
-11.33% +12.77%
90% offered a salary of more than £31,500 £37,500 £36,000
10% offered a salary of more than £60,000 £70,000 £69,750
UK excluding London median salary £47,500 £48,272 £45,000
% change year-on-year
-1.59% +7.27%
Data Modelling
South East

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
2713 2970 3224
As % of all permanent IT jobs located in Hampshire 85.64% 86.14% 83.70%
Number of salaries quoted 2277 2571 2764
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 £29,500
10% offered a salary of more than £65,000 £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 4 December 2016.

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 4 December 2016. 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
(Click see detailed
statistics and trends)
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 - 1
Southampton +4 3 £60,000 -7.69% 1
Petersfield - 2 £45,500 -
Basingstoke -12 1 £50,000 +5.26%
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Hampshire

For the 6 months to 4 December 2016, 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 32 (74.42%) SQL
2 21 (48.84%) ETL
3 19 (44.19%) Business Intelligence
4 18 (41.86%) SQL Server
5 17 (39.53%) Oracle
6 16 (37.21%) Hibernate
7 13 (30.23%) SQL Server Integration Services
8 12 (27.91%) Agile Software Development
8 12 (27.91%) T-SQL
9 11 (25.58%) JavaScript
9 11 (25.58%) HTML
9 11 (25.58%) CSS
9 11 (25.58%) Data Management
9 11 (25.58%) Visualisation
10 10 (23.26%) Predictive Analytics
10 10 (23.26%) NoSQL
10 10 (23.26%) Data Visualisation
10 10 (23.26%) Big Data
10 10 (23.26%) Analytics
10 10 (23.26%) Enterprise Software
10 10 (23.26%) Analytical Skills
10 10 (23.26%) SDLC
10 10 (23.26%) Migration
10 10 (23.26%) Spring
10 10 (23.26%) JDBC
10 10 (23.26%) Struts
10 10 (23.26%) XML
10 10 (23.26%) Java
10 10 (23.26%) PL/SQL
10 10 (23.26%) Data Warehouse

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 (13.95%) JBoss
1 6 (13.95%) WildFly
2 3 (6.98%) IIS
3 2 (4.65%) SharePoint
4 1 (2.33%) ArcGIS
4 1 (2.33%) ArcSDE
4 1 (2.33%) Confluence
4 1 (2.33%) GeoServer
4 1 (2.33%) NServiceBus
4 1 (2.33%) SharePoint 2010
Applications
1 1 (2.33%) MS Excel
Business Applications
1 1 (2.33%) SAP Business One
1 1 (2.33%) Tesseract
Cloud Services
1 9 (20.93%) SaaS
2 8 (18.60%) IaaS
2 8 (18.60%) PaaS
3 1 (2.33%) Office 365
Communications & Networking
1 1 (2.33%) PPP
Database & Business Intelligence
1 18 (41.86%) SQL Server
2 13 (30.23%) SQL Server Integration Services
3 10 (23.26%) Big Data
3 10 (23.26%) Data Warehouse
3 10 (23.26%) NoSQL
4 8 (18.60%) SQL Server 2012
4 8 (18.60%) SQL Server 2014
5 7 (16.28%) SQL Server 2008
5 7 (16.28%) SQL Server Analysis Services
6 6 (13.95%) BusinessObjects
6 6 (13.95%) PostgreSQL
7 5 (11.63%) BusinessObjects Business Intelligence
7 5 (11.63%) MySQL
7 5 (11.63%) SQL Server 2000
7 5 (11.63%) SQL Server 2005
8 4 (9.30%) Power BI
8 4 (9.30%) SAP HANA
8 4 (9.30%) SQL Server Reporting Services
9 3 (6.98%) QlikView
10 2 (4.65%) Snowflake Schema
Development Applications
1 6 (13.95%) Git (software)
1 6 (13.95%) Maven
2 4 (9.30%) Atlassian Bamboo
2 4 (9.30%) Jenkins
3 2 (4.65%) Visual Studio
4 1 (2.33%) JIRA
4 1 (2.33%) Subversion
General
1 3 (6.98%) Advertising
2 2 (4.65%) Retail
3 1 (2.33%) Finance
3 1 (2.33%) Manufacturing
3 1 (2.33%) Publishing
Job Titles
1 15 (34.88%) Architect
1 15 (34.88%) Developer
2 11 (25.58%) Data Architect
3 6 (13.95%) Developer/Software Engineer
3 6 (13.95%) Java Developer
3 6 (13.95%) Java Engineer
3 6 (13.95%) Java Software Developer
3 6 (13.95%) Java Software Engineer
3 6 (13.95%) Lead Architect
3 6 (13.95%) Lead Data Architect
3 6 (13.95%) Software Engineer
4 5 (11.63%) Analyst
4 5 (11.63%) DBA
4 5 (11.63%) SQL DBA
4 5 (11.63%) SQL Developer
5 4 (9.30%) Business Intelligence Analyst
5 4 (9.30%) Full Stack Developer
5 4 (9.30%) HTML Developer
5 4 (9.30%) SAP BusinessObjects (BO) Analyst
5 4 (9.30%) XML Developer
Libraries, Frameworks & Software Standards
1 16 (37.21%) Hibernate
2 11 (25.58%) CSS
2 11 (25.58%) HTML
3 10 (23.26%) JDBC
3 10 (23.26%) Spring
3 10 (23.26%) Struts
3 10 (23.26%) XML
4 6 (13.95%) Apache Camel
4 6 (13.95%) JMS
4 6 (13.95%) JSF
4 6 (13.95%) Web Services
5 5 (11.63%) .NET
5 5 (11.63%) ASP.NET
6 4 (9.30%) ActiveMQ
6 4 (9.30%) Middleware
7 1 (2.33%) ArcObjects
7 1 (2.33%) Dojo
7 1 (2.33%) jQuery
7 1 (2.33%) JSON
7 1 (2.33%) MDX
Miscellaneous
1 11 (25.58%) Visualisation
2 10 (23.26%) Analytical Skills
2 10 (23.26%) Enterprise Software
3 8 (18.60%) Management Information System
3 8 (18.60%) Taxonomies
4 5 (11.63%) Clustering
4 5 (11.63%) Data Integration
4 5 (11.63%) HACMP
5 3 (6.98%) Algorithms
5 3 (6.98%) Life Science
6 1 (2.33%) Data Protection Act
6 1 (2.33%) NHS
6 1 (2.33%) Statistics
Operating Systems
1 5 (11.63%) Linux
Processes & Methodologies
1 21 (48.84%) ETL
2 19 (44.19%) Business Intelligence
3 12 (27.91%) Agile Software Development
4 11 (25.58%) Data Management
5 10 (23.26%) Analytics
5 10 (23.26%) Data Visualisation
5 10 (23.26%) Migration
5 10 (23.26%) Predictive Analytics
5 10 (23.26%) SDLC
6 8 (18.60%) Data Governance
6 8 (18.60%) Data Migration
6 8 (18.60%) EAI
6 8 (18.60%) Validation
7 7 (16.28%) Content Management
8 6 (13.95%) Data Architecture
8 6 (13.95%) Logical Data Model
8 6 (13.95%) Logistics
8 6 (13.95%) Scrum
8 6 (13.95%) Software Engineering
9 5 (11.63%) High Availability
Programming Languages
1 32 (74.42%) SQL
2 12 (27.91%) T-SQL
3 11 (25.58%) JavaScript
4 10 (23.26%) Java
4 10 (23.26%) PL/SQL
5 6 (13.95%) HQL
6 5 (11.63%) C#
7 2 (4.65%) C
7 2 (4.65%) PowerShell
8 1 (2.33%) ABAP
8 1 (2.33%) Bash Shell
8 1 (2.33%) C++
8 1 (2.33%) Data Analysis Expressions (DAX)
8 1 (2.33%) Python
Qualifications
1 2 (4.65%) Security Cleared
2 1 (2.33%) Degree
2 1 (2.33%) SC Cleared
Quality Assurance & Compliance
1 4 (9.30%) Data Quality
System Software
1 5 (11.63%) Oracle RAC
1 5 (11.63%) Veritas Cluster Server
2 1 (2.33%) Active Directory
Vendors
1 17 (39.53%) Oracle
2 8 (18.60%) Microsoft
3 6 (13.95%) SAP
4 5 (11.63%) IBM
5 1 (2.33%) Atlassian
5 1 (2.33%) CODA
5 1 (2.33%) ESRI
5 1 (2.33%) Salesforce.com
5 1 (2.33%) Tableau
5 1 (2.33%) Thunderhead
Southampton, Hampshire
Spring Technology
Salary: £37075.00 - £46924.00 per annum + company benefits
Posted: 2 days ago
Farnborough, Hampshire
Locus Software
Salary: From £45,000 to £60,000 per annum depending on experience
Posted: 20 days ago