The following table provides summary statistics for contract job vacancies advertised in the South East with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates 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.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modelling
England / South East
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 106 134 105
Rank change year-on-year +28 -29  
Contract jobs citing Data Modelling 155 151 183
As % of all contract IT jobs advertised in the South East 2.03% 1.71% 1.93%
As % of the Processes & Methodologies category 2.44% 2.09% 2.40%
Number of daily rates quoted 96 103 119
Median daily rate £445 £425 £423
Median daily rate % change year-on-year +4.70% +0.59%  
90% offered a daily rate of more than £352 £338 £300
10% offered a daily rate of more than £550 £529 £550
UK excluding London median daily rate £425 £438 £423
% change year-on-year -2.85% +3.55%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.70 - £33.50

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 contract job vacancies advertised in the South East with a requirement for process and methodology skills.

Contract Process & Methodology Skills
South East
Contract job vacancies with a requirement for process and methodology skills 6342 7222 7635
As % of all contract IT job vacancies advertised in the South East 83.03% 81.98% 80.69%
Number of daily rates quoted 3718 4417 4412
Median daily rate £425 £413 £400
Median daily rate % change year-on-year +3.03% +3.12%  
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £550 £538 £520
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 231 268 264
Median hourly rate £29.92 £32.00 £26.00
Median hourly rate % change year-on-year -6.50% +23.07%  
90% offered a hourly rate of more than £12.00 £12.50 £12.50
10% offered a hourly rate of more than £55.00 £52.50 £47.50
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Modelling
Job Vacancy Trend in the South East

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

Job vacancy trend for Data Modelling in the South East

Data Modelling
Contractor Daily Rate Trend in the South East

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Modelling in the South East.

Contractor daily rate trend for Data Modelling in the South East

Data Modelling
Contractor Daily Rate Histogram in the South East

The daily rate distribution of IT jobs citing Data Modelling in the South East over the 3 months to 25 June 2017.

Contractor daily rate histogram for Data Modelling in the South East

Data Modelling
Contractor Hourly Rate Trend in the South East

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

Contractor hourly rate trend for Data Modelling in the South East

Data Modelling
Contract Job Locations in the South East

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 South East 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Berkshire +26 49 £413 -8.33% 7
Oxfordshire -10 25 £494 +16.17% 5
Hampshire +3 23 £425 - 3
Surrey +3 20 £425 +9.67% 9
West Sussex +29 18 £435 +19.17% 2
Buckinghamshire -19 12 £363 -14.70% 6
East Sussex +3 6 £410 -11.33%
Middlesex +11 1 - -
Data Modelling
England

For the 6 months to 25 June 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 South East region with a requirement for Data Modelling.

1 115 (37.22%) SQL
2 114 (36.89%) Business Intelligence
3 84 (27.18%) Data Warehouse
4 82 (26.54%) Agile Software Development
5 79 (25.57%) ETL
6 78 (25.24%) Finance
7 75 (24.27%) Oracle
8 56 (18.12%) Data Architecture
9 54 (17.48%) SQL Server
10 40 (12.94%) Logical Data Model
11 37 (11.97%) SAP
12 36 (11.65%) Microsoft
12 36 (11.65%) Migration
13 35 (11.33%) Data Analysis
13 35 (11.33%) Physical Data Model
14 34 (11.00%) Data Management
15 32 (10.36%) Data Migration
15 32 (10.36%) Analytical Skills
15 32 (10.36%) Performance Tuning
16 31 (10.03%) Data Quality
17 30 (9.71%) Visualisation
17 30 (9.71%) Waterfall
17 30 (9.71%) PL/SQL
18 29 (9.39%) Stakeholder Management
18 29 (9.39%) Telecoms
18 29 (9.39%) Degree
19 28 (9.06%) SQL Server Integration Services
19 28 (9.06%) Security Cleared
19 28 (9.06%) Big Data
20 27 (8.74%) Power BI

Data Modelling
Co-occurring IT Skills in the South East 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 12 (3.88%) SAS
2 9 (2.91%) Oracle SOA Suite
3 8 (2.59%) Drupal
4 7 (2.27%) Apache Spark
5 4 (1.29%) Oracle Coherence
5 4 (1.29%) WebLogic
6 3 (0.97%) Confluence
6 3 (0.97%) FileNet
7 2 (0.65%) Apache
7 2 (0.65%) Apache Pig
7 2 (0.65%) CMS
7 2 (0.65%) EPiServer
7 2 (0.65%) SAP Portal
7 2 (0.65%) SharePoint
7 2 (0.65%) Tomcat
8 1 (0.32%) BizTalk Server
8 1 (0.32%) JBoss
8 1 (0.32%) OpenStack
8 1 (0.32%) SharePoint Server
8 1 (0.32%) Smallworld
Applications
1 19 (6.15%) Microsoft Excel
2 8 (2.59%) Microsoft Office
3 6 (1.94%) Microsoft PowerPoint
3 6 (1.94%) MS Visio
Business Applications
1 9 (2.91%) Oracle Receivables
1 9 (2.91%) Remedy ITSM
2 7 (2.27%) Remedy AR System
3 5 (1.62%) SAP Oil and Gas
4 4 (1.29%) Salesforce.com CRM
5 3 (0.97%) Oracle EBS R12
5 3 (0.97%) Oracle TCA
5 3 (0.97%) Siebel CRM
6 2 (0.65%) NetSuite
6 2 (0.65%) Oracle EBS
6 2 (0.65%) SAP PSCD
6 2 (0.65%) SAP S/4HANA
6 2 (0.65%) Temenos T24
7 1 (0.32%) Markit EDM
7 1 (0.32%) Oracle FAH
7 1 (0.32%) Pega PRPC
7 1 (0.32%) SAP MDG
7 1 (0.32%) SAP MDM
7 1 (0.32%) Staffware
7 1 (0.32%) Workday HCM
Cloud Services
1 25 (8.09%) Microsoft Azure
2 15 (4.85%) Amazon AWS
3 5 (1.62%) SaaS
4 3 (0.97%) OpenShift
5 1 (0.32%) Adobe Analytics
5 1 (0.32%) Azure Data Factory
5 1 (0.32%) Boomi
5 1 (0.32%) Cloud Computing
5 1 (0.32%) Google Analytics
5 1 (0.32%) IaaS
5 1 (0.32%) PaaS
Communications & Networking
1 5 (1.62%) Internet
2 4 (1.29%) LAN
3 1 (0.32%) ATM
3 1 (0.32%) Intranet
3 1 (0.32%) Kerberos
3 1 (0.32%) LDAP
3 1 (0.32%) Radio Access Network
3 1 (0.32%) TDMA
Database & Business Intelligence
1 84 (27.18%) Data Warehouse
2 54 (17.48%) SQL Server
3 28 (9.06%) Big Data
3 28 (9.06%) SQL Server Integration Services
4 27 (8.74%) Oracle BI EE
4 27 (8.74%) Power BI
5 24 (7.77%) Oracle Database
6 22 (7.12%) Relational Database
7 18 (5.83%) Hadoop
8 14 (4.53%) SQL Server Reporting Services
9 12 (3.88%) NoSQL
10 11 (3.56%) Oracle Reports
10 11 (3.56%) QlikView
11 10 (3.24%) MySQL
12 9 (2.91%) DB2
13 8 (2.59%) Enterprise Data Warehouse
13 8 (2.59%) Oracle OWB
13 8 (2.59%) RDBMS
13 8 (2.59%) SQL Server Analysis Services
14 7 (2.27%) Apache Hive
Development Applications
1 26 (8.41%) Talend Open Studio
2 19 (6.15%) JIRA
3 9 (2.91%) Team Foundation Server
4 8 (2.59%) Visual Studio
5 6 (1.94%) Eclipse
5 6 (1.94%) Git (software)
6 5 (1.62%) ERwin
6 5 (1.62%) Jenkins
7 4 (1.29%) Oracle APEX
7 4 (1.29%) PowerDesigner
8 3 (0.97%) Maven
8 3 (0.97%) SoapUI
8 3 (0.97%) Toad
8 3 (0.97%) XMLSpy
9 2 (0.65%) ClearCase
9 2 (0.65%) Gradle
9 2 (0.65%) IntelliJ
9 2 (0.65%) JProfiler
9 2 (0.65%) JUnit
9 2 (0.65%) SonarQube
General
1 78 (25.24%) Finance
2 29 (9.39%) Telecoms
3 19 (6.15%) Banking
4 18 (5.83%) Retail
5 8 (2.59%) Legal
5 8 (2.59%) Marketing
6 7 (2.27%) Publishing
6 7 (2.27%) Retail Banking
7 5 (1.62%) Billing
8 4 (1.29%) Manufacturing
9 3 (0.97%) Electronics
10 2 (0.65%) Military
11 1 (0.32%) Advertising
11 1 (0.32%) Aerospace
11 1 (0.32%) Back Office
Job Titles
1 99 (32.04%) Architect
2 87 (28.16%) Developer
3 60 (19.42%) Data Architect
4 58 (18.77%) Analyst
5 22 (7.12%) Business Analyst
6 21 (6.80%) SQL Developer
7 20 (6.47%) Consultant
8 19 (6.15%) Data Warehouse Developer
9 16 (5.18%) Data Analyst
10 12 (3.88%) Business Intelligence Developer
10 12 (3.88%) Enterprise Architect
10 12 (3.88%) Java Developer
10 12 (3.88%) OBIEE Developer
11 11 (3.56%) Business Intelligence Architect
11 11 (3.56%) Enterprise Data Architect
12 10 (3.24%) Solutions Architect
12 10 (3.24%) Talend Developer
13 8 (2.59%) Designer
13 8 (2.59%) Insurance Business Analyst
13 8 (2.59%) Power BI Developer
Libraries, Frameworks & Software Standards
1 26 (8.41%) XML
2 21 (6.80%) Web Services
3 13 (4.21%) .NET
3 13 (4.21%) REST
3 13 (4.21%) SOAP
4 10 (3.24%) WSDL
5 9 (2.91%) XSD
6 8 (2.59%) HTML
6 8 (2.59%) XML Messaging
7 7 (2.27%) J2EE
8 6 (1.94%) CSS
8 6 (1.94%) Spring
9 5 (1.62%) Java EE
9 5 (1.62%) JPA
9 5 (1.62%) JSP
9 5 (1.62%) PostGIS
10 4 (1.29%) Hibernate
10 4 (1.29%) MDX
10 4 (1.29%) MFC
10 4 (1.29%) Spring Boot
Miscellaneous
1 32 (10.36%) Analytical Skills
2 24 (7.77%) Data Structures
2 24 (7.77%) Management Information System
3 13 (4.21%) User Experience
4 12 (3.88%) CMDB
5 7 (2.27%) Credit Risk
6 6 (1.94%) Enterprise Software
7 5 (1.62%) Computer Science
7 5 (1.62%) Online Banking
7 5 (1.62%) Replication
8 4 (1.29%) Client/Server
8 4 (1.29%) Mobile Banking
8 4 (1.29%) Reference Data
8 4 (1.29%) Smart Meter
9 3 (0.97%) Greenfield Project
9 3 (0.97%) iSeries
10 2 (0.65%) FMCG
10 2 (0.65%) Mainframe
10 2 (0.65%) N-Tier
10 2 (0.65%) SCADA
Operating Systems
1 9 (2.91%) Unix
1 9 (2.91%) Windows
2 8 (2.59%) Linux
Processes & Methodologies
1 114 (36.89%) Business Intelligence
2 82 (26.54%) Agile Software Development
3 79 (25.57%) ETL
4 56 (18.12%) Data Architecture
5 40 (12.94%) Logical Data Model
6 36 (11.65%) Migration
7 35 (11.33%) Data Analysis
7 35 (11.33%) Physical Data Model
8 34 (11.00%) Data Management
9 32 (10.36%) Data Migration
9 32 (10.36%) Performance Tuning
10 30 (9.71%) Visualisation
10 30 (9.71%) Waterfall
11 29 (9.39%) Stakeholder Management
12 26 (8.41%) Analytics
12 26 (8.41%) Dimensional Modelling
12 26 (8.41%) Kimball Methodology
13 22 (7.12%) Data Integration
14 21 (6.80%) Business Analysis
14 21 (6.80%) Scrum
Programming Languages
1 115 (37.22%) SQL
2 30 (9.71%) PL/SQL
3 23 (7.44%) Java
4 16 (5.18%) Python
5 13 (4.21%) JavaScript
6 12 (3.88%) C#
7 11 (3.56%) R
8 10 (3.24%) T-SQL
9 7 (2.27%) C++
9 7 (2.27%) Scala
10 6 (1.94%) ABAP
10 6 (1.94%) C
11 4 (1.29%) Perl
11 4 (1.29%) PHP
12 3 (0.97%) Apex Code
13 2 (0.65%) Tcl
14 1 (0.32%) Ruby
14 1 (0.32%) Shell Script
14 1 (0.32%) VB
14 1 (0.32%) VBA
Qualifications
1 29 (9.39%) Degree
2 28 (9.06%) Security Cleared
3 20 (6.47%) SC Cleared
4 7 (2.27%) ISEB
5 6 (1.94%) Numerate Degree
6 5 (1.62%) PRINCE2 Certification
7 4 (1.29%) BC Cleared
8 3 (0.97%) CCA
9 2 (0.65%) BPSS Clearance
9 2 (0.65%) IIBA
9 2 (0.65%) ITIL Certification
10 1 (0.32%) HND
10 1 (0.32%) Microsoft Certification
10 1 (0.32%) PMI Certification
10 1 (0.32%) SAP Certification
Quality Assurance & Compliance
1 31 (10.03%) Data Quality
2 8 (2.59%) IFRS
3 7 (2.27%) GDPR
3 7 (2.27%) IFRS 9
3 7 (2.27%) QA
4 6 (1.94%) Basel II
5 4 (1.29%) ISO/IEC 27001
6 3 (0.97%) Sarbanes-Oxley
7 2 (0.65%) Cyber Essentials
7 2 (0.65%) JSP 440
7 2 (0.65%) PMO
7 2 (0.65%) SLA
8 1 (0.32%) Disclosure Scotland
System Software
1 2 (0.65%) HDFS
1 2 (0.65%) Oracle RAC
1 2 (0.65%) vCloud
2 1 (0.32%) Apache Flume
2 1 (0.32%) Docker
2 1 (0.32%) VMware Workstation
Systems Management
1 4 (1.29%) Oozie
2 2 (0.65%) Data Guard
2 2 (0.65%) Hadoop YARN
2 2 (0.65%) SCCM
3 1 (0.32%) CA Service Virtualization
3 1 (0.32%) HP Quality Center
3 1 (0.32%) Kubernetes
3 1 (0.32%) MOM
3 1 (0.32%) Puppet
Vendors
1 75 (24.27%) Oracle
2 37 (11.97%) SAP
3 36 (11.65%) Microsoft
4 26 (8.41%) Talend
5 16 (5.18%) Informatica
5 16 (5.18%) Tableau
6 15 (4.85%) IBM
7 13 (4.21%) MicroStrategy
8 9 (2.91%) BMC
8 9 (2.91%) Remedy
9 8 (2.59%) Salesforce.com
10 7 (2.27%) Siebel
11 6 (1.94%) Cognos
11 6 (1.94%) Teradata
12 5 (1.62%) CA
12 5 (1.62%) ESRI
12 5 (1.62%) Red Hat
13 4 (1.29%) Netezza
13 4 (1.29%) Trillium
14 3 (0.97%) Telerik
Reading
Volt
Rate: £450.00 per day
Posted: 2 days ago
Kent
Vivid Resourcing
Posted: 6 days ago
Surrey
Hydrogen Group
Rate: £400.00 - £450.00 per annum
Posted: 5 days ago
Surrey
Hydrogen Group
Rate: £400.00 - £450.00 per annum
Posted: 5 days ago
Slough, Berkshire
IT Talent Solutions
Rate: From £400 to £450 per day
Posted: 6 days ago
Slough, Berkshire
IT Talent Solutions
Rate: From £400 to £450 per day
Posted: 6 days ago
Hook, Hampshire
Aim Hire Jobs
Posted: 20 days ago
Milton Keynes, Buckinghamshire
AMS contingency
Posted: 12 days ago