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 19 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
19 Feb 2017
Same period 2016 Same period 2015
Data Modelling
England / South East
Rank 88 82 113
Rank change year-on-year
-6 +31
Contract jobs citing Data Modelling 166 203 169
As % of all contract IT jobs located in the South East 2.22% 2.34% 1.75%
As % of the Processes & Methodologies category 2.77% 2.90% 2.22%
Number of daily rates quoted 92 137 105
Median daily rate £475 £450 £411
Median daily rate % change year-on-year
+5.55% +9.42%
90% offered a daily rate of more than £347 £346 £300
10% offered a daily rate of more than £600 £575 £500
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 3 1 1
Median hourly rate £42.50 £16.09 £52.50
Median hourly rate % change year-on-year
+164.13% -69.35%
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 South East region.

Processes & Methodologies Category
South East
Contract IT job ads with a match in the
Processes & Methodologies category
5993 7002 7603
As % of all contract IT jobs located in the South East 80.20% 80.65% 78.77%
Number of daily rates quoted 3540 4317 4168
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £290 £275 £270
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 221 278 250
Median hourly rate £30.00 £45.00 £30.00
Median hourly rate % change year-on-year
-33.33% +50.00%
90% offered a hourly rate of more than £12.50 £13.31 £12.33
10% offered a hourly rate of more than £60.87 £61.00 £47.50
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

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 19 February 2017.

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
Hourly Rate Histogram in the South East

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Modelling across the South East region over the 3 months to 19 February 2017.

Data Modelling Hourly Rate Histogram 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 19 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
Berkshire +10 55 £413 -8.33% 8
Hampshire -10 37 £475 +11.76% 9
West Sussex +18 28 £525 +40.00%
Oxfordshire -3 16 £550 -6.38% 7
Surrey +11 14 £531 +16.43% 5
Buckinghamshire -12 12 £455 +16.66% 2
East Sussex +4 3 £563 +50.00% 1
Kent +1 2 £558 +48.66% 5
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 19 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 South East region with a requirement for Data Modelling.

1 118 (34.30%) SQL
2 91 (26.45%) Business Intelligence
2 91 (26.45%) ETL
3 83 (24.13%) Data Warehouse
4 80 (23.26%) Agile Software Development
5 76 (22.09%) Oracle
6 66 (19.19%) Finance
7 64 (18.60%) SQL Server
8 55 (15.99%) Data Management
9 50 (14.53%) Migration
9 50 (14.53%) Microsoft
10 49 (14.24%) Data Analysis
10 49 (14.24%) Big Data
11 48 (13.95%) Data Architecture
12 44 (12.79%) Hadoop
12 44 (12.79%) Java
12 44 (12.79%) Analytics
13 36 (10.47%) Logical Data Model
14 35 (10.17%) Analytical Skills
14 35 (10.17%) Data Integration
14 35 (10.17%) Data Quality
15 34 (9.88%) XML
16 33 (9.59%) SAP
17 32 (9.30%) Scrum
17 32 (9.30%) Degree
17 32 (9.30%) Data Migration
18 30 (8.72%) Security Cleared
19 29 (8.43%) Visualisation
20 28 (8.14%) SC Cleared
21 27 (7.85%) UML

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 11 (3.20%) Apache Spark
2 8 (2.33%) Elasticsearch
2 8 (2.33%) Oracle SOA Suite
2 8 (2.33%) SAS
2 8 (2.33%) SharePoint
3 7 (2.03%) Apache Solr
4 5 (1.45%) Apache Pig
5 4 (1.16%) BizTalk Server
5 4 (1.16%) Confluence
5 4 (1.16%) SAP Portal
6 3 (0.87%) Drupal
7 2 (0.58%) JBoss
7 2 (0.58%) WebLogic
8 1 (0.29%) CMS
8 1 (0.29%) EPiServer
8 1 (0.29%) FileNet
8 1 (0.29%) Oracle Coherence
8 1 (0.29%) SharePoint 2010
8 1 (0.29%) SharePoint Server
Applications
1 27 (7.85%) MS Excel
2 10 (2.91%) MS Visio
3 9 (2.62%) MS Office
4 4 (1.16%) MS PowerPoint
5 2 (0.58%) MS Project
6 1 (0.29%) AutoCAD
6 1 (0.29%) Spreadsheet
Business Applications
1 10 (2.91%) Oracle Receivables
2 8 (2.33%) Cognos Business Intelligence
2 8 (2.33%) Dynamics CRM
2 8 (2.33%) Remedy ITSM
3 5 (1.45%) Oracle Applications
3 5 (1.45%) Oracle EBS R12
3 5 (1.45%) Oracle TCA
3 5 (1.45%) Remedy AR System
4 4 (1.16%) Dynamics NAV
4 4 (1.16%) SAP Oil and Gas
4 4 (1.16%) SAP PSCD
5 3 (0.87%) Oracle ERP
6 1 (0.29%) Markit EDM
6 1 (0.29%) Maximo
6 1 (0.29%) Oracle EBS
6 1 (0.29%) Salesforce.com CRM
6 1 (0.29%) SAP Hybris
6 1 (0.29%) SAP Retail
6 1 (0.29%) SAP S/4HANA
6 1 (0.29%) Sonata
Cloud Services
1 23 (6.69%) PaaS
2 18 (5.23%) Microsoft Azure
3 14 (4.07%) Amazon AWS
4 13 (3.78%) IaaS
5 10 (2.91%) SaaS
6 5 (1.45%) Office 365
7 1 (0.29%) Boomi
7 1 (0.29%) CloudSense
Communications & Networking
1 5 (1.45%) LAN
2 1 (0.29%) Kerberos
Database & Business Intelligence
1 83 (24.13%) Data Warehouse
2 64 (18.60%) SQL Server
3 49 (14.24%) Big Data
4 44 (12.79%) Hadoop
5 25 (7.27%) Power BI
6 24 (6.98%) SQL Server Integration Services
7 18 (5.23%) DB2
8 17 (4.94%) NoSQL
8 17 (4.94%) QlikView
9 15 (4.36%) Apache Hive
10 14 (4.07%) BusinessObjects
11 13 (3.78%) HBase
12 12 (3.49%) OLAP
12 12 (3.49%) Relational Database
13 11 (3.20%) MySQL
14 10 (2.91%) Data Lake
14 10 (2.91%) Oracle Database
15 9 (2.62%) SQL Server 2012
15 9 (2.62%) Star Schema
16 8 (2.33%) SQL Server Reporting Services
Development Applications
1 16 (4.65%) JIRA
1 16 (4.65%) Talend Open Studio
2 10 (2.91%) Team Foundation Server
2 10 (2.91%) Visual Studio
3 7 (2.03%) ERwin
3 7 (2.03%) Git (software)
3 7 (2.03%) Jenkins
4 6 (1.74%) Eclipse
4 6 (1.74%) Sonatype Nexus
5 4 (1.16%) ClearCase
5 4 (1.16%) Toad
6 3 (0.87%) Oracle APEX
7 2 (0.58%) Maven
7 2 (0.58%) SoapUI
8 1 (0.29%) Bitbucket
8 1 (0.29%) Gradle
8 1 (0.29%) JProfiler
8 1 (0.29%) PowerDesigner
8 1 (0.29%) Rational DOORS
8 1 (0.29%) SonarQube
General
1 66 (19.19%) Finance
2 24 (6.98%) Retail
3 16 (4.65%) Telecoms
4 15 (4.36%) Banking
5 10 (2.91%) Marketing
5 10 (2.91%) Publishing
6 5 (1.45%) Manufacturing
7 4 (1.16%) Advertising
7 4 (1.16%) Electronics
8 3 (0.87%) Legal
9 2 (0.58%) Billing
10 1 (0.29%) Aerospace
10 1 (0.29%) Back Office
10 1 (0.29%) Retail Banking
10 1 (0.29%) Spanish Language
Job Titles
1 116 (33.72%) Architect
2 87 (25.29%) Data Architect
3 80 (23.26%) Analyst
4 71 (20.64%) Developer
5 40 (11.63%) Business Analyst
6 34 (9.88%) Consultant
7 24 (6.98%) Data Analyst
8 16 (4.65%) Data Modeller
9 15 (4.36%) SQL Developer
10 14 (4.07%) Big Data Architect
11 13 (3.78%) Business Intelligence Analyst
12 11 (3.20%) Business Intelligence Architect
12 11 (3.20%) Business Intelligence Developer
12 11 (3.20%) Designer
13 10 (2.91%) ETL Developer
13 10 (2.91%) Java Developer
14 9 (2.62%) SAP Developer
14 9 (2.62%) Solutions Architect
15 8 (2.33%) Cognos Developer
15 8 (2.33%) Hadoop Architect
Libraries, Frameworks & Software Standards
1 34 (9.88%) XML
2 16 (4.65%) .NET
3 13 (3.78%) Web Services
4 12 (3.49%) REST
4 12 (3.49%) SOAP
5 10 (2.91%) Kafka
6 9 (2.62%) JSON
7 7 (2.03%) HTML
7 7 (2.03%) Java EE
7 7 (2.03%) RESTful
7 7 (2.03%) XML Schema
8 6 (1.74%) XML Messaging
8 6 (1.74%) XSD
8 6 (1.74%) XSLT
9 5 (1.45%) MFC
9 5 (1.45%) PostGIS
9 5 (1.45%) WCF
10 4 (1.16%) CSS
10 4 (1.16%) Spring
10 4 (1.16%) WSDL
Miscellaneous
1 35 (10.17%) Analytical Skills
1 35 (10.17%) Data Integration
2 29 (8.43%) Visualisation
3 25 (7.27%) Management Information System
4 23 (6.69%) Data Structures
5 14 (4.07%) User Experience
6 12 (3.49%) Computer Science
7 11 (3.20%) Data Extraction
8 8 (2.33%) Mathematics
9 7 (2.03%) Reference Data
10 6 (1.74%) CMDB
10 6 (1.74%) Enterprise Software
10 6 (1.74%) Replication
11 5 (1.45%) Client/Server
11 5 (1.45%) Social Network
12 4 (1.16%) Informatics
13 3 (0.87%) Data Centre
13 3 (0.87%) FMCG
13 3 (0.87%) Reinsurance
13 3 (0.87%) SCORM
Operating Systems
1 11 (3.20%) Windows
2 10 (2.91%) Linux
2 10 (2.91%) Unix
3 4 (1.16%) Windows Server
4 1 (0.29%) Android
4 1 (0.29%) Apple iOS
Processes & Methodologies
1 91 (26.45%) Business Intelligence
1 91 (26.45%) ETL
2 80 (23.26%) Agile Software Development
3 55 (15.99%) Data Management
4 50 (14.53%) Migration
5 49 (14.24%) Data Analysis
6 48 (13.95%) Data Architecture
7 44 (12.79%) Analytics
8 36 (10.47%) Logical Data Model
9 32 (9.30%) Data Migration
9 32 (9.30%) Scrum
10 27 (7.85%) Physical Data Model
10 27 (7.85%) UML
11 26 (7.56%) CRM
11 26 (7.56%) Data Governance
11 26 (7.56%) Data Visualisation
11 26 (7.56%) Stakeholder Management
12 22 (6.40%) Knowledge Management
13 21 (6.10%) Data Mapping
14 20 (5.81%) Dimensional Modelling
Programming Languages
1 118 (34.30%) SQL
2 44 (12.79%) Java
3 21 (6.10%) T-SQL
4 15 (4.36%) PL/SQL
4 15 (4.36%) Python
5 12 (3.49%) ABAP
6 9 (2.62%) C#
7 8 (2.33%) C++
8 7 (2.03%) JavaScript
8 7 (2.03%) R
9 5 (1.45%) Ruby
10 4 (1.16%) PHP
10 4 (1.16%) Scala
10 4 (1.16%) VBA
11 3 (0.87%) Perl
12 2 (0.58%) C
12 2 (0.58%) SPARQL
13 1 (0.29%) COBOL
13 1 (0.29%) Tcl
13 1 (0.29%) XPath
Qualifications
1 32 (9.30%) Degree
2 30 (8.72%) Security Cleared
3 28 (8.14%) SC Cleared
4 9 (2.62%) ISEB
5 6 (1.74%) PhD
6 3 (0.87%) DV Cleared
6 3 (0.87%) Microsoft Certification
7 2 (0.58%) CCA
7 2 (0.58%) PMI Certification
7 2 (0.58%) PRINCE2 Certification
8 1 (0.29%) BPSS Clearance
8 1 (0.29%) IIBA
8 1 (0.29%) ITIL Certification
8 1 (0.29%) MCITP
8 1 (0.29%) MCTS
Quality Assurance & Compliance
1 35 (10.17%) Data Quality
2 16 (4.65%) SLA
3 9 (2.62%) GDPR
4 8 (2.33%) QA
5 4 (1.16%) Solvency II
6 3 (0.87%) Disclosure Scotland
7 2 (0.58%) JSP 440
8 1 (0.29%) IFRS
8 1 (0.29%) IFRS 9
System Software
1 5 (1.45%) HDFS
2 4 (1.16%) Active Directory
3 2 (0.58%) Oracle RAC
3 2 (0.58%) vCloud
Systems Management
1 5 (1.45%) Hadoop YARN
2 3 (0.87%) Oozie
2 3 (0.87%) SCOM
3 2 (0.58%) Data Guard
4 1 (0.29%) CA Spectrum
4 1 (0.29%) Control-M
Vendors
1 76 (22.09%) Oracle
2 50 (14.53%) Microsoft
3 33 (9.59%) SAP
4 18 (5.23%) Tableau
5 16 (4.65%) Netezza
5 16 (4.65%) Talend
6 15 (4.36%) Cognos
6 15 (4.36%) Informatica
7 9 (2.62%) Cloudera
7 9 (2.62%) Remedy
8 8 (2.33%) BMC
8 8 (2.33%) IBM
8 8 (2.33%) MicroStrategy
8 8 (2.33%) Teradata
9 5 (1.45%) Adobe
9 5 (1.45%) ESRI
9 5 (1.45%) Salesforce.com
9 5 (1.45%) Telerik
10 4 (1.16%) Pega
10 4 (1.16%) webMethods
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