The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Hampshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Data Modelling
South East / Hampshire
Rank 70 62 103
Rank change year-on-year
-8 +41
Contract jobs citing Data Modelling 36 58 21
As % of all contract IT jobs located in Hampshire 2.02% 3.07% 1.01%
As % of the Processes & Methodologies category 2.56% 3.85% 1.27%
Number of daily rates quoted 20 38 18
Median daily rate £475 £425 £375
Median daily rate % change year-on-year
+11.76% +13.33%
90% offered a daily rate of more than £334 £347 £270
10% offered a daily rate of more than £650 £550 £452
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 3 0 0
Median hourly rate £42.50 - -
UK excluding London median hourly rate £42.50 £46.58 £52.50
% change year-on-year
-8.75% -11.27%

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

Processes & Methodologies Category
Hampshire
Contract IT job ads with a match in the
Processes & Methodologies category
1406 1505 1656
As % of all contract IT jobs located in Hampshire 78.99% 79.76% 80.04%
Number of daily rates quoted 910 988 910
Median daily rate £425 £375 £380
Median daily rate % change year-on-year
+13.33% -1.31%
90% offered a daily rate of more than £300 £275 £275
10% offered a daily rate of more than £625 £525 £525
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 84 62 73
Median hourly rate £42.50 £47.50 £35.00
Median hourly rate % change year-on-year
-10.52% +35.71%
90% offered a hourly rate of more than £13.50 £13.50 £12.00
10% offered a hourly rate of more than £68.75 £60.00 £40.00
UK excluding London median hourly rate £35.75 £40.00 £27.50
% change year-on-year
-10.62% +45.45%

Data Modelling
Jobs Demand Trend in Hampshire

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

Data Modelling Jobs Demand Trend in Hampshire

Data Modelling
Daily Rate Trend in Hampshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the Hampshire region.

Data Modelling Daily Rate Trend in Hampshire

Data Modelling
Daily Rate Histogram in Hampshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Hampshire region over the 3 months to 21 February 2017.

Data Modelling Daily Rate Histogram in Hampshire

Data Modelling
Hourly Rate Trend in Hampshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the Hampshire region.

Data Modelling Hourly Rate Trend in Hampshire

Data Modelling
Hourly Rate Histogram in Hampshire

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Modelling across the Hampshire region over the 3 months to 21 February 2017.

Data Modelling Hourly Rate Histogram in Hampshire

Data Modelling
Contract Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Hampshire region over the 3 months to 21 February 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Southampton +11 12 £500 -
Portsmouth -4 6 £563 +60.71%
Fareham -9 5 £475 +39.70%
Hook -3 3 £230 -48.88% 1
Andover -12 2 £600 +54.83% 2
Basingstoke -2 1 - -
Havant - 1 £488 -
Data Modelling
South East

Data Modelling
Top 30 Related IT Skills in Hampshire

For the 6 months to 21 February 2017, IT contractor 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 contract ads across the Hampshire region with a requirement for Data Modelling.

1 24 (40.00%) SQL
2 21 (35.00%) ETL
3 19 (31.67%) Oracle
4 18 (30.00%) SQL Server
4 18 (30.00%) Business Intelligence
5 15 (25.00%) Data Warehouse
5 15 (25.00%) SC Cleared
5 15 (25.00%) Security Cleared
5 15 (25.00%) Analytics
6 14 (23.33%) Data Integration
6 14 (23.33%) ITIL
6 14 (23.33%) Agile Software Development
7 13 (21.67%) SLA
8 12 (20.00%) Microsoft
8 12 (20.00%) Service Management
8 12 (20.00%) Knowledge Management
8 12 (20.00%) ITIL V3
8 12 (20.00%) Service Design
9 11 (18.33%) High Availability
9 11 (18.33%) PaaS
9 11 (18.33%) IaaS
9 11 (18.33%) Data Management
10 10 (16.67%) Configuration Management
10 10 (16.67%) XML
10 10 (16.67%) Linux
10 10 (16.67%) UML
11 9 (15.00%) Management Information System
11 9 (15.00%) Performance Management
12 8 (13.33%) Team Foundation Server
12 8 (13.33%) Scrum

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 4 (6.67%) SAS
2 3 (5.00%) Oracle SOA Suite
3 2 (3.33%) WebLogic
4 1 (1.67%) CMS
4 1 (1.67%) EPiServer
Applications
1 8 (13.33%) MS Excel
2 3 (5.00%) MS PowerPoint
Business Applications
1 3 (5.00%) SAP Oil and Gas
2 2 (3.33%) Remedy ITSM
3 1 (1.67%) Cognos Business Intelligence
3 1 (1.67%) Oracle EBS
Cloud Services
1 11 (18.33%) IaaS
1 11 (18.33%) PaaS
2 6 (10.00%) Microsoft Azure
3 5 (8.33%) Amazon AWS
4 1 (1.67%) CloudSense
4 1 (1.67%) SaaS
Communications & Networking
1 5 (8.33%) LAN
2 1 (1.67%) Kerberos
Database & Business Intelligence
1 18 (30.00%) SQL Server
2 15 (25.00%) Data Warehouse
3 7 (11.67%) Big Data
3 7 (11.67%) Power BI
4 5 (8.33%) Azure SQL Database
4 5 (8.33%) Hadoop
4 5 (8.33%) IBM InfoSphere
4 5 (8.33%) MySQL
4 5 (8.33%) NoSQL
4 5 (8.33%) SQL Server Integration Services
5 4 (6.67%) Oracle BI EE
5 4 (6.67%) SQL Server 2008
6 3 (5.00%) Oracle Database
6 3 (5.00%) Oracle OWB
6 3 (5.00%) SAS Data Integration Studio
7 2 (3.33%) BusinessObjects
7 2 (3.33%) Kalido
7 2 (3.33%) Oracle Database 11g
7 2 (3.33%) Relational Database
7 2 (3.33%) Star Schema
Development Applications
1 8 (13.33%) Team Foundation Server
2 6 (10.00%) JIRA
2 6 (10.00%) Visual Studio
3 5 (8.33%) Eclipse
4 4 (6.67%) ClearCase
5 3 (5.00%) Oracle APEX
6 2 (3.33%) SoapUI
7 1 (1.67%) ERwin
7 1 (1.67%) Rational DOORS
7 1 (1.67%) Toad
General
1 6 (10.00%) Telecoms
2 5 (8.33%) Finance
3 4 (6.67%) Marketing
4 3 (5.00%) Advertising
4 3 (5.00%) Electronics
4 3 (5.00%) Manufacturing
4 3 (5.00%) Retail
5 1 (1.67%) Aerospace
5 1 (1.67%) Back Office
Job Titles
1 20 (33.33%) Architect
2 15 (25.00%) Developer
3 10 (16.67%) Data Architect
4 7 (11.67%) Analyst
5 6 (10.00%) Consultant
5 6 (10.00%) Designer
6 5 (8.33%) C++ Developer
6 5 (8.33%) C++ Software Developer
6 5 (8.33%) C++/Java Developer
6 5 (8.33%) Java Developer
6 5 (8.33%) Java Software Developer
6 5 (8.33%) Software Developer
7 4 (6.67%) Business Analyst
7 4 (6.67%) Business Intelligence Developer
7 4 (6.67%) Knowledge Engineer
7 4 (6.67%) Systems Architect
8 3 (5.00%) SOA Architect
8 3 (5.00%) SQL Analyst
8 3 (5.00%) SQL Data Analyst
8 3 (5.00%) UML Architect
Libraries, Frameworks & Software Standards
1 10 (16.67%) XML
2 8 (13.33%) .NET
3 5 (8.33%) MFC
3 5 (8.33%) PostGIS
3 5 (8.33%) WCF
3 5 (8.33%) XML Messaging
4 2 (3.33%) ASP.NET Web API
4 2 (3.33%) CSS
4 2 (3.33%) HTML
4 2 (3.33%) HTML5
4 2 (3.33%) jQuery
4 2 (3.33%) REST
4 2 (3.33%) SOAP
4 2 (3.33%) WSDL
4 2 (3.33%) XSD
5 1 (1.67%) ASP.NET
5 1 (1.67%) Web Services
Miscellaneous
1 9 (15.00%) Management Information System
2 5 (8.33%) Client/Server
2 5 (8.33%) Replication
3 3 (5.00%) Analytical Skills
4 2 (3.33%) Data Centre
5 1 (1.67%) Algorithms
5 1 (1.67%) CESG
5 1 (1.67%) Enterprise Software
5 1 (1.67%) iSeries
5 1 (1.67%) Reference Data
Operating Systems
1 10 (16.67%) Linux
2 7 (11.67%) Windows
3 3 (5.00%) Unix
Processes & Methodologies
1 21 (35.00%) ETL
2 18 (30.00%) Business Intelligence
3 15 (25.00%) Analytics
4 14 (23.33%) Agile Software Development
4 14 (23.33%) Data Integration
4 14 (23.33%) ITIL
5 12 (20.00%) ITIL V3
5 12 (20.00%) Knowledge Management
5 12 (20.00%) Service Design
5 12 (20.00%) Service Management
6 11 (18.33%) Data Management
6 11 (18.33%) High Availability
7 10 (16.67%) Configuration Management
7 10 (16.67%) UML
8 9 (15.00%) Performance Management
9 8 (13.33%) Document Management
9 8 (13.33%) Scrum
10 7 (11.67%) Data Governance
10 7 (11.67%) MVC
10 7 (11.67%) SOA
Programming Languages
1 24 (40.00%) SQL
2 8 (13.33%) C#
3 5 (8.33%) C++
3 5 (8.33%) Java
4 4 (6.67%) T-SQL
5 2 (3.33%) JavaScript
5 2 (3.33%) PL/SQL
6 1 (1.67%) C
6 1 (1.67%) Tcl
Qualifications
1 15 (25.00%) SC Cleared
1 15 (25.00%) Security Cleared
2 2 (3.33%) ISEB
3 1 (1.67%) Degree
Quality Assurance & Compliance
1 13 (21.67%) SLA
2 2 (3.33%) JSP 440
3 1 (1.67%) Data Quality
System Software
1 2 (3.33%) Oracle RAC
1 2 (3.33%) vCloud
Systems Management
1 2 (3.33%) Data Guard
2 1 (1.67%) CA Spectrum
2 1 (1.67%) SCOM
Vendors
1 19 (31.67%) Oracle
2 12 (20.00%) Microsoft
3 8 (13.33%) SAP
4 6 (10.00%) IBM
4 6 (10.00%) Tableau
5 5 (8.33%) ESRI
5 5 (8.33%) Informatica
5 5 (8.33%) Telerik
6 3 (5.00%) Cognos
7 2 (3.33%) BMC
7 2 (3.33%) CA
7 2 (3.33%) Netezza
7 2 (3.33%) Pega
7 2 (3.33%) Red Hat
7 2 (3.33%) Remedy
7 2 (3.33%) ServiceNow
7 2 (3.33%) Software AG
7 2 (3.33%) VMware
8 1 (1.67%) Salesforce.com
8 1 (1.67%) Splunk
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