The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the South East region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 6 December 2016 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
6 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 92 81 116
Rank change year-on-year
-11 +35
Contract jobs citing Data Modelling 182 230 166
As % of all contract IT jobs located in the South East 2.31% 2.45% 1.69%
As % of the Processes & Methodologies category 2.89% 3.07% 2.22%
Number of daily rates quoted 107 151 116
Median daily rate £450 £463 £425
Median daily rate % change year-on-year
-2.70% +8.82%
90% offered a daily rate of more than £342 £350 £325
10% offered a daily rate of more than £585 £600 £550
UK excluding London median daily rate £450 £425 £439
% change year-on-year
+5.88% -3.13%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £46.50 £35.21 £74.50
% change year-on-year
+32.08% -52.74%
Data Modelling
England

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

Processes & Methodologies Category
South East
Contract IT job ads with a match in the
Processes & Methodologies category
6304 7487 7494
As % of all contract IT jobs located in the South East 80.11% 79.62% 76.40%
Number of daily rates quoted 3759 4415 4208
Median daily rate £425 £400 £388
Median daily rate % change year-on-year
+6.25% +3.22%
90% offered a daily rate of more than £275 £275 £260
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 260 308 284
Median hourly rate £34.00 £37.09 £22.50
Median hourly rate % change year-on-year
-8.33% +64.84%
90% offered a hourly rate of more than £12.50 £12.49 £11.35
10% offered a hourly rate of more than £52.50 £55.00 £42.50
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

Data Modelling
Jobs Demand Trend in the South East

The demand trend of contract jobs across the South East 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 the South East

Data Modelling
Daily Rate Trend in the South East

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

Data Modelling Daily Rate Trend in the South East

Data Modelling
Daily Rate Histogram in the South East

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the South East region over the 3 months to 6 December 2016.

Data Modelling Daily Rate Histogram in the South East

Data Modelling
Hourly Rate Trend in the South East

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

Data Modelling Hourly Rate Trend 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 6 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Buckinghamshire +23 47 £431 +23.21% 3
Berkshire +13 44 £450 - 6
Hampshire -15 32 £475 +5.55% 5
Oxfordshire -26 16 £520 - 5
Surrey +5 14 £525 +7.69% 1
West Sussex +13 12 £450 +20.00% 1
East Sussex +5 9 £375 -20.42%
Kent - 2 £394 - 2
Middlesex -1 1 - -
M4 Corridor - 1 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 6 December 2016, 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.

1 129 (35.15%) SQL
2 117 (31.88%) Data Warehouse
3 96 (26.16%) Business Intelligence
4 92 (25.07%) ETL
5 79 (21.53%) Oracle
6 74 (20.16%) Agile Software Development
7 67 (18.26%) Finance
7 67 (18.26%) Data Analysis
8 63 (17.17%) Data Management
9 61 (16.62%) Analytical Skills
10 58 (15.80%) Migration
11 56 (15.26%) SQL Server
12 54 (14.71%) Java
13 48 (13.08%) Microsoft
14 47 (12.81%) Analytics
15 45 (12.26%) Hadoop
16 44 (11.99%) Data Architecture
17 43 (11.72%) Big Data
18 40 (10.90%) XML
19 38 (10.35%) Data Quality
20 37 (10.08%) Security Cleared
21 36 (9.81%) Data Migration
22 35 (9.54%) SAP
23 34 (9.26%) Degree
24 33 (8.99%) Business Analysis
25 32 (8.72%) Data Integration
25 32 (8.72%) CRM
26 31 (8.45%) Logical Data Model
27 30 (8.17%) Management Information System
28 29 (7.90%) Scrum

Data Modelling
Top Related 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 (3.27%) Apache Spark
2 11 (3.00%) Elasticsearch
2 11 (3.00%) SharePoint
3 9 (2.45%) Apache Solr
3 9 (2.45%) SAS
4 7 (1.91%) BizTalk Server
5 6 (1.63%) SharePoint 2010
6 5 (1.36%) Apache Pig
7 4 (1.09%) Oracle SOA Suite
8 3 (0.82%) Confluence
8 3 (0.82%) JBoss
9 2 (0.54%) SAP Portal
9 2 (0.54%) Tomcat
9 2 (0.54%) WildFly
10 1 (0.27%) CMS
10 1 (0.27%) NetWeaver
10 1 (0.27%) Oracle Workflow
10 1 (0.27%) WebSphere
Applications
1 28 (7.63%) MS Excel
2 12 (3.27%) MS Visio
3 10 (2.72%) MS Office
4 7 (1.91%) MS PowerPoint
5 6 (1.63%) MS Project
6 3 (0.82%) InfoPath
7 1 (0.27%) AutoCAD
7 1 (0.27%) Spreadsheet
7 1 (0.27%) SPSS
Business Applications
1 13 (3.54%) Oracle Receivables
2 12 (3.27%) Cognos Business Intelligence
3 10 (2.72%) Oracle Applications
4 9 (2.45%) Dynamics CRM
5 8 (2.18%) Remedy AR System
5 8 (2.18%) Remedy ITSM
6 6 (1.63%) Dynamics NAV
7 5 (1.36%) Oracle EBS R12
7 5 (1.36%) Oracle TCA
8 2 (0.54%) Oracle ERP
8 2 (0.54%) SAP Business ByDesign
8 2 (0.54%) SAP PSCD
9 1 (0.27%) Maximo
9 1 (0.27%) SAP BPC
9 1 (0.27%) SAP hybris
9 1 (0.27%) SAP Oil and Gas
9 1 (0.27%) SAP Retail
9 1 (0.27%) Sonata
Cloud Services
1 27 (7.36%) PaaS
2 15 (4.09%) IaaS
2 15 (4.09%) SaaS
3 9 (2.45%) Amazon AWS
3 9 (2.45%) Microsoft Azure
4 5 (1.36%) Office 365
5 1 (0.27%) Veeva
Communications & Networking
1 5 (1.36%) LAN
2 1 (0.27%) DOCSIS
2 1 (0.27%) Ethernet
2 1 (0.27%) Internet
2 1 (0.27%) SNMP
Database & Business Intelligence
1 117 (31.88%) Data Warehouse
2 56 (15.26%) SQL Server
3 45 (12.26%) Hadoop
4 43 (11.72%) Big Data
5 28 (7.63%) SQL Server Integration Services
6 19 (5.18%) BusinessObjects
7 18 (4.90%) SQL Server Reporting Services
8 17 (4.63%) SAP Data Services
9 16 (4.36%) HBase
9 16 (4.36%) NoSQL
9 16 (4.36%) Power BI
10 15 (4.09%) Apache Hive
10 15 (4.09%) QlikView
10 15 (4.09%) SQL Server 2012
11 14 (3.81%) MySQL
11 14 (3.81%) Relational Database
12 12 (3.27%) Oracle Database
12 12 (3.27%) SQL Server Analysis Services
12 12 (3.27%) Star Schema
13 11 (3.00%) DB2
Development Applications
1 17 (4.63%) JIRA
2 12 (3.27%) Talend Open Studio
3 11 (3.00%) Team Foundation Server
4 9 (2.45%) Visual Studio
5 7 (1.91%) ERwin
5 7 (1.91%) Git (software)
6 6 (1.63%) Jenkins
6 6 (1.63%) Sonatype Nexus
7 5 (1.36%) Eclipse
8 3 (0.82%) Rational DOORS
9 2 (0.54%) Toad
General
1 67 (18.26%) Finance
2 24 (6.54%) Retail
3 16 (4.36%) Banking
4 15 (4.09%) Telecoms
5 10 (2.72%) Publishing
6 7 (1.91%) Marketing
7 2 (0.54%) Advertising
7 2 (0.54%) Legal
7 2 (0.54%) Retail Banking
8 1 (0.27%) Aerospace
8 1 (0.27%) Back Office
8 1 (0.27%) Billing
8 1 (0.27%) Electronics
8 1 (0.27%) Financial Institution
8 1 (0.27%) Front Office
8 1 (0.27%) Manufacturing
8 1 (0.27%) Pharmaceutical
8 1 (0.27%) Spanish Language
Job Titles
1 114 (31.06%) Architect
2 101 (27.52%) Analyst
3 82 (22.34%) Data Architect
4 80 (21.80%) Developer
5 58 (15.80%) Business Analyst
6 35 (9.54%) Consultant
7 27 (7.36%) Data Analyst
8 22 (5.99%) SQL Developer
9 17 (4.63%) Data Modeller
10 14 (3.81%) Big Data Architect
10 14 (3.81%) Business Intelligence Analyst
10 14 (3.81%) SAP Developer
10 14 (3.81%) Technical Analyst
11 13 (3.54%) Business Intelligence Architect
11 13 (3.54%) Solutions Architect
12 12 (3.27%) Hadoop Architect
12 12 (3.27%) PL/SQL Developer
12 12 (3.27%) Technical Architect
12 12 (3.27%) Technical Business Analyst
13 11 (3.00%) Data Business Analyst
Libraries, Frameworks & Software Standards
1 40 (10.90%) XML
2 27 (7.36%) Web Services
3 23 (6.27%) .NET
4 15 (4.09%) HTML
4 15 (4.09%) REST
5 14 (3.81%) JSON
5 14 (3.81%) SOAP
6 10 (2.72%) Kafka
6 10 (2.72%) XSLT
7 8 (2.18%) WCF
8 7 (1.91%) Java EE
8 7 (1.91%) RESTful
9 6 (1.63%) CSS
9 6 (1.63%) jQuery
9 6 (1.63%) XML Schema
10 5 (1.36%) ASP.NET Web API
10 5 (1.36%) MFC
10 5 (1.36%) XML Messaging
11 4 (1.09%) ASP.NET
11 4 (1.09%) Twitter Bootstrap
Miscellaneous
1 61 (16.62%) Analytical Skills
2 32 (8.72%) Data Integration
3 30 (8.17%) Management Information System
4 24 (6.54%) Visualisation
5 18 (4.90%) Data Structures
6 17 (4.63%) Computer Science
7 15 (4.09%) Mathematics
8 14 (3.81%) User Experience
9 13 (3.54%) CMDB
10 9 (2.45%) Data Extraction
10 9 (2.45%) Reference Data
11 8 (2.18%) Replication
12 7 (1.91%) Enterprise Software
13 6 (1.63%) Social Network
14 5 (1.36%) Client/Server
15 4 (1.09%) Informatics
15 4 (1.09%) Statistics
16 3 (0.82%) PMI
17 2 (0.54%) Economics
17 2 (0.54%) Ontologies
Operating Systems
1 23 (6.27%) Unix
2 17 (4.63%) Windows
3 12 (3.27%) Linux
4 3 (0.82%) Windows Server
5 1 (0.27%) Android
5 1 (0.27%) Apple iOS
5 1 (0.27%) Solaris
Processes & Methodologies
1 96 (26.16%) Business Intelligence
2 92 (25.07%) ETL
3 74 (20.16%) Agile Software Development
4 67 (18.26%) Data Analysis
5 63 (17.17%) Data Management
6 58 (15.80%) Migration
7 47 (12.81%) Analytics
8 44 (11.99%) Data Architecture
9 36 (9.81%) Data Migration
10 33 (8.99%) Business Analysis
11 32 (8.72%) CRM
12 31 (8.45%) Logical Data Model
13 29 (7.90%) Scrum
14 28 (7.63%) UML
15 27 (7.36%) Physical Data Model
16 26 (7.08%) ITIL
17 25 (6.81%) Stakeholder Management
18 24 (6.54%) Knowledge Management
18 24 (6.54%) Use Case
19 23 (6.27%) Data Governance
Programming Languages
1 129 (35.15%) SQL
2 54 (14.71%) Java
3 28 (7.63%) PL/SQL
4 22 (5.99%) T-SQL
5 14 (3.81%) C++
5 14 (3.81%) JavaScript
6 13 (3.54%) Python
7 10 (2.72%) C#
8 8 (2.18%) ABAP
8 8 (2.18%) Perl
8 8 (2.18%) VBA
9 7 (1.91%) PHP
10 5 (1.36%) Bash Shell
10 5 (1.36%) Ruby
10 5 (1.36%) Scala
11 4 (1.09%) R
11 4 (1.09%) XPath
12 2 (0.54%) C
12 2 (0.54%) SPARQL
13 1 (0.27%) COBOL
Qualifications
1 37 (10.08%) Security Cleared
2 34 (9.26%) Degree
3 26 (7.08%) SC Cleared
4 14 (3.81%) ISEB
5 9 (2.45%) PhD
6 4 (1.09%) DV Cleared
6 4 (1.09%) Microsoft Certification
7 3 (0.82%) CCA
7 3 (0.82%) PMI Certification
8 2 (0.54%) PRINCE2 Certification
9 1 (0.27%) BPSS Clearance
9 1 (0.27%) IIBA
9 1 (0.27%) MCITP
9 1 (0.27%) MCTS
Quality Assurance & Compliance
1 38 (10.35%) Data Quality
2 15 (4.09%) QA
3 14 (3.81%) SLA
4 4 (1.09%) Disclosure Scotland
4 4 (1.09%) Solvency II
5 1 (0.27%) ISO 9001
System Software
1 5 (1.36%) HDFS
2 2 (0.54%) Active Directory
3 1 (0.27%) Oracle RAC
Systems Management
1 5 (1.36%) Hadoop YARN
2 3 (0.82%) SCOM
3 1 (0.27%) Control-M
3 1 (0.27%) Oracle EDQ
Vendors
1 79 (21.53%) Oracle
2 48 (13.08%) Microsoft
3 35 (9.54%) SAP
4 19 (5.18%) Informatica
5 14 (3.81%) Cognos
6 13 (3.54%) Cloudera
6 13 (3.54%) Tableau
7 12 (3.27%) Talend
8 11 (3.00%) Netezza
9 10 (2.72%) Remedy
10 9 (2.45%) ServiceNow
11 8 (2.18%) Ab Initio
11 8 (2.18%) BMC
12 7 (1.91%) MicroStrategy
13 6 (1.63%) IBM
14 5 (1.36%) Telerik
15 4 (1.09%) Google
15 4 (1.09%) Salesforce.com
16 3 (0.82%) Pega
16 3 (0.82%) TIBCO
Hampshire
The Bridge Ltd
Rate: Up to £500 per day
Posted: 3 hours ago
Bracknell, Berkshire
Hydrogen Group
Rate: £400.00 - £500.00 per day
Posted: Yesterday
Havant, Hampshire
Sopra Steria Recruitment
Rate: Unspecified
Posted: Yesterday
Maidenhead, Berkshire
Vadis People
Rate: £400 - £450 per annum
Posted: 3 days ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Rate: From £30,000 to £35,000 per annum 12 month fixed term contract
Posted: 4 days ago
Andover, Hampshire
Experis Ltd
Rate: £400 - £480 per day
Posted: 6 days ago
Maidenhead
People Source Consulting
Rate: £350 - £500 per day
Posted: 8 days ago