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 28 March 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
28 Mar 2017
Same period 2016 Same period 2015
Rank 116 101 80
Rank change year-on-year -15 -21  
Contract jobs citing Data Modelling 148 185 238
As % of all contract IT jobs advertised in the South East 1.89% 1.99% 2.39%
As % of the Processes & Methodologies category 2.31% 2.45% 3.01%
Number of daily rates quoted 89 113 147
Median daily rate £475 £425 £400
Median daily rate % change year-on-year +11.76% +6.25%  
90% offered a daily rate of more than £350 £326 £265
10% offered a daily rate of more than £603 £575 £550
UK excluding London median daily rate £431 £450 £425
% change year-on-year -4.16% +5.88%  
Number of hourly rates quoted 1 0 3
Median hourly rate £42.50 - £40.00
UK excluding London median hourly rate £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

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 6397 7548 7900
As % of all contract IT job vacancies advertised in the South East 81.64% 81.37% 79.33%
Number of daily rates quoted 3717 4640 4336
Median daily rate £425 £400 £394
Median daily rate % change year-on-year +6.25% +1.52%  
90% offered a daily rate of more than £288 £275 £265
10% offered a daily rate of more than £550 £525 £525
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 238 272 286
Median hourly rate £30.00 £40.00 £33.00
Median hourly rate % change year-on-year -25.00% +21.21%  
90% offered a hourly rate of more than £12.50 £13.50 £13.55
10% offered a hourly rate of more than £55.00 £60.62 £45.00
UK excluding London median hourly rate £36.00 £38.50 £30.20
% change year-on-year -6.49% +27.48%  

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 28 March 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 28 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Berkshire +14 42 £425 -5.55% 6
Hampshire -7 31 £488 +8.33% 5
West Sussex +23 25 £500 +33.33% 1
Surrey +4 16 £438 +2.94% 3
Buckinghamshire -13 13 £375 -
Oxfordshire +7 12 £488 +11.42% 3
East Sussex -1 5 £575 +53.33% 1
Kent +11 1 £550 +46.66%
Thames Valley - 1 - -
Home Counties - 1 £400 -
Data Modelling
England

For the 6 months to 28 March 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.

1 124 (37.92%) SQL
2 95 (29.05%) Business Intelligence
3 88 (26.91%) ETL
4 84 (25.69%) Oracle
5 81 (24.77%) Agile Software Development
6 78 (23.85%) Data Warehouse
7 73 (22.32%) Finance
8 71 (21.71%) SQL Server
9 56 (17.13%) Data Architecture
10 44 (13.46%) Microsoft
10 44 (13.46%) Data Management
11 41 (12.54%) Big Data
12 37 (11.31%) Analytics
12 37 (11.31%) Java
13 35 (10.70%) Migration
13 35 (10.70%) Hadoop
13 35 (10.70%) Data Analysis
14 34 (10.40%) XML
15 33 (10.09%) Data Quality
16 32 (9.79%) SAP
16 32 (9.79%) Logical Data Model
17 31 (9.48%) Security Cleared
18 29 (8.87%) Visualisation
18 29 (8.87%) Stakeholder Management
18 29 (8.87%) Scrum
19 28 (8.56%) Data Integration
20 27 (8.26%) MS Excel
21 26 (7.95%) Data Migration
21 26 (7.95%) SQL Server Integration Services
21 26 (7.95%) SC Cleared

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 9 (2.75%) Apache Spark
2 7 (2.14%) Oracle SOA Suite
2 7 (2.14%) SAS
3 6 (1.83%) Confluence
3 6 (1.83%) Drupal
4 5 (1.53%) SAP Portal
4 5 (1.53%) SharePoint
5 2 (0.61%) Apache
5 2 (0.61%) BizTalk Server
5 2 (0.61%) CMS
5 2 (0.61%) EPiServer
5 2 (0.61%) JBoss
5 2 (0.61%) Tomcat
5 2 (0.61%) WebLogic
6 1 (0.31%) Apache Pig
6 1 (0.31%) Elasticsearch
6 1 (0.31%) FileNet
6 1 (0.31%) OpenStack
6 1 (0.31%) Oracle Coherence
6 1 (0.31%) SharePoint Server
Applications
1 27 (8.26%) MS Excel
2 9 (2.75%) MS Office
2 9 (2.75%) MS Visio
3 2 (0.61%) MS PowerPoint
4 1 (0.31%) AutoCAD
4 1 (0.31%) Spreadsheet
Business Applications
1 11 (3.36%) Oracle Receivables
2 9 (2.75%) Remedy ITSM
3 6 (1.83%) Remedy AR System
4 5 (1.53%) Cognos Business Intelligence
4 5 (1.53%) Oracle EBS R12
4 5 (1.53%) Oracle TCA
4 5 (1.53%) SAP Oil and Gas
4 5 (1.53%) SAP PSCD
5 4 (1.22%) Oracle ERP
6 3 (0.92%) Oracle Applications
7 2 (0.61%) Dynamics CRM
7 2 (0.61%) Oracle EBS
8 1 (0.31%) Markit EDM
8 1 (0.31%) Maximo
8 1 (0.31%) Salesforce.com CRM
8 1 (0.31%) SAP MDG
8 1 (0.31%) SAP MDM
8 1 (0.31%) SAP S/4HANA
8 1 (0.31%) Sonata
Cloud Services
1 22 (6.73%) Microsoft Azure
2 18 (5.50%) Amazon AWS
3 14 (4.28%) PaaS
4 11 (3.36%) IaaS
5 1 (0.31%) Boomi
5 1 (0.31%) Cloud Computing
5 1 (0.31%) CloudSense
5 1 (0.31%) OpenShift
5 1 (0.31%) SaaS
Communications & Networking
1 6 (1.83%) LAN
2 2 (0.61%) Internet
3 1 (0.31%) Intranet
3 1 (0.31%) Kerberos
3 1 (0.31%) LDAP
Database & Business Intelligence
1 78 (23.85%) Data Warehouse
2 71 (21.71%) SQL Server
3 41 (12.54%) Big Data
4 35 (10.70%) Hadoop
5 26 (7.95%) SQL Server Integration Services
6 24 (7.34%) Power BI
7 20 (6.12%) DB2
8 18 (5.50%) Oracle Database
8 18 (5.50%) QlikView
9 15 (4.59%) BusinessObjects
9 15 (4.59%) NoSQL
10 14 (4.28%) MySQL
11 13 (3.98%) Oracle BI EE
11 13 (3.98%) Relational Database
12 12 (3.67%) Apache Hive
12 12 (3.67%) Oracle Reports
12 12 (3.67%) Star Schema
13 11 (3.36%) OLAP
14 10 (3.06%) HBase
14 10 (3.06%) SQL Server Reporting Services
Development Applications
1 21 (6.42%) JIRA
2 19 (5.81%) Talend Open Studio
3 11 (3.36%) Team Foundation Server
3 11 (3.36%) Visual Studio
4 10 (3.06%) Jenkins
5 9 (2.75%) Git (software)
6 8 (2.45%) Eclipse
7 6 (1.83%) Sonatype Nexus
7 6 (1.83%) Toad
8 4 (1.22%) ClearCase
8 4 (1.22%) Oracle APEX
9 3 (0.92%) ERwin
9 3 (0.92%) Maven
10 2 (0.61%) Gradle
10 2 (0.61%) IntelliJ
10 2 (0.61%) JProfiler
10 2 (0.61%) JUnit
10 2 (0.61%) SoapUI
10 2 (0.61%) SonarQube
11 1 (0.31%) GitLab
General
1 73 (22.32%) Finance
2 23 (7.03%) Retail
3 18 (5.50%) Banking
4 17 (5.20%) Telecoms
5 8 (2.45%) Marketing
6 7 (2.14%) Publishing
7 5 (1.53%) Legal
7 5 (1.53%) Manufacturing
8 4 (1.22%) Electronics
9 3 (0.92%) Advertising
10 2 (0.61%) Back Office
10 2 (0.61%) Billing
11 1 (0.31%) Aerospace
11 1 (0.31%) Retail Banking
Job Titles
1 106 (32.42%) Architect
2 83 (25.38%) Developer
3 77 (23.55%) Data Architect
4 59 (18.04%) Analyst
5 28 (8.56%) Business Analyst
6 27 (8.26%) Consultant
7 20 (6.12%) Data Analyst
8 15 (4.59%) Java Developer
9 14 (4.28%) Big Data Architect
10 12 (3.67%) SQL Developer
11 11 (3.36%) Business Intelligence Developer
11 11 (3.36%) Designer
12 10 (3.06%) Data Modeller
12 10 (3.06%) ETL Developer
13 9 (2.75%) Agile Developer
13 9 (2.75%) Business Intelligence Analyst
13 9 (2.75%) Enterprise Architect
14 8 (2.45%) Enterprise Data Architect
14 8 (2.45%) SAP Developer
15 7 (2.14%) Insurance Business Analyst
Libraries, Frameworks & Software Standards
1 34 (10.40%) XML
2 18 (5.50%) .NET
3 14 (4.28%) SOAP
3 14 (4.28%) Web Services
4 12 (3.67%) REST
5 10 (3.06%) Java EE
5 10 (3.06%) Kafka
6 9 (2.75%) HTML
7 7 (2.14%) JSON
7 7 (2.14%) RESTful
7 7 (2.14%) XML Messaging
7 7 (2.14%) XML Schema
8 6 (1.83%) CSS
8 6 (1.83%) MFC
8 6 (1.83%) Spring
8 6 (1.83%) WCF
8 6 (1.83%) XSD
9 5 (1.53%) J2EE
9 5 (1.53%) JSP
9 5 (1.53%) Web Dynpro
Miscellaneous
1 26 (7.95%) Data Structures
2 25 (7.65%) Analytical Skills
2 25 (7.65%) Management Information System
3 17 (5.20%) User Experience
4 8 (2.45%) CMDB
4 8 (2.45%) Computer Science
5 7 (2.14%) Reference Data
5 7 (2.14%) Replication
6 6 (1.83%) Client/Server
7 5 (1.53%) Enterprise Software
8 4 (1.22%) Smart Meter
9 3 (0.92%) Data Centre
9 3 (0.92%) iSeries
9 3 (0.92%) Reinsurance
9 3 (0.92%) SCORM
10 2 (0.61%) FMCG
10 2 (0.61%) Mainframe
10 2 (0.61%) Mobile App
10 2 (0.61%) Online Banking
10 2 (0.61%) PMI
Operating Systems
1 15 (4.59%) Windows
2 13 (3.98%) Unix
3 11 (3.36%) Linux
4 4 (1.22%) Windows Server
Processes & Methodologies
1 95 (29.05%) Business Intelligence
2 88 (26.91%) ETL
3 81 (24.77%) Agile Software Development
4 56 (17.13%) Data Architecture
5 44 (13.46%) Data Management
6 37 (11.31%) Analytics
7 35 (10.70%) Data Analysis
7 35 (10.70%) Migration
8 32 (9.79%) Logical Data Model
9 29 (8.87%) Scrum
9 29 (8.87%) Stakeholder Management
9 29 (8.87%) Visualisation
10 28 (8.56%) Data Integration
11 26 (7.95%) Data Migration
12 25 (7.65%) Physical Data Model
13 24 (7.34%) Data Governance
13 24 (7.34%) Performance Tuning
14 22 (6.73%) Data Visualisation
14 22 (6.73%) Dimensional Modelling
15 21 (6.42%) CRM
Programming Languages
1 124 (37.92%) SQL
2 37 (11.31%) Java
3 21 (6.42%) T-SQL
4 18 (5.50%) PL/SQL
5 16 (4.89%) Python
6 14 (4.28%) JavaScript
7 13 (3.98%) ABAP
8 11 (3.36%) C#
8 11 (3.36%) C++
8 11 (3.36%) R
9 6 (1.83%) C
9 6 (1.83%) Scala
10 4 (1.22%) Perl
10 4 (1.22%) VBA
11 3 (0.92%) PHP
12 2 (0.61%) Shell Script
12 2 (0.61%) Tcl
13 1 (0.31%) Ruby
13 1 (0.31%) VB
Qualifications
1 31 (9.48%) Security Cleared
2 26 (7.95%) SC Cleared
3 25 (7.65%) Degree
4 5 (1.53%) ISEB
5 4 (1.22%) BC Cleared
6 3 (0.92%) CCA
6 3 (0.92%) Microsoft Certification
6 3 (0.92%) PRINCE2 Certification
7 2 (0.61%) PMI Certification
8 1 (0.31%) HND
8 1 (0.31%) IIBA
8 1 (0.31%) ITIL Certification
8 1 (0.31%) MCITP
8 1 (0.31%) MCTS
Quality Assurance & Compliance
1 33 (10.09%) Data Quality
2 13 (3.98%) SLA
3 10 (3.06%) GDPR
4 6 (1.83%) QA
5 4 (1.22%) Solvency II
6 2 (0.61%) Disclosure Scotland
6 2 (0.61%) JSP 440
7 1 (0.31%) IFRS
7 1 (0.31%) IFRS 9
System Software
1 3 (0.92%) Active Directory
2 2 (0.61%) Oracle RAC
2 2 (0.61%) vCloud
3 1 (0.31%) Apache Flume
3 1 (0.31%) HDFS
Systems Management
1 4 (1.22%) Oozie
2 2 (0.61%) Data Guard
3 1 (0.31%) CA Spectrum
3 1 (0.31%) Control-M
3 1 (0.31%) Hadoop YARN
3 1 (0.31%) HP Quality Center
3 1 (0.31%) SCOM
Vendors
1 84 (25.69%) Oracle
2 44 (13.46%) Microsoft
3 32 (9.79%) SAP
4 20 (6.12%) Tableau
5 19 (5.81%) Talend
6 16 (4.89%) Netezza
7 14 (4.28%) Informatica
8 13 (3.98%) Cognos
9 10 (3.06%) Remedy
10 9 (2.75%) BMC
11 8 (2.45%) IBM
11 8 (2.45%) Teradata
12 6 (1.83%) Adobe
12 6 (1.83%) Cloudera
12 6 (1.83%) MicroStrategy
12 6 (1.83%) Salesforce.com
12 6 (1.83%) Telerik
13 5 (1.53%) ESRI
13 5 (1.53%) webMethods
14 3 (0.92%) Red Hat
Oxfordshire
TEKsystems
Rate: £449 - £501 per day
Posted: Yesterday
Crawley, West Sussex
Oliver James Associates
Rate: £400 - £450 per day + DOE
Posted: 4 days ago
Brighton, East Sussex
Lorien Resourcing
Posted: 5 days ago
Southampton, Hampshire
Hydrogen Group
Rate: £500.00 - £700.00 per day
Posted: Yesterday
Hampshire
Fuse
Rate: £550 - £700 per day
Posted: 6 days ago