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 17 January 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
17 Jan 2017
Same period 2016 Same period 2015
Data Modelling
England / South East
Rank 93 93 123
Rank change year-on-year
0 +30
Contract jobs citing Data Modelling 166 182 139
As % of all contract IT jobs located in the South East 2.27% 2.22% 1.53%
As % of the Processes & Methodologies category 2.82% 2.77% 1.97%
Number of daily rates quoted 94 112 93
Median daily rate £450 £450 £440
Median daily rate % change year-on-year
- +2.27%
90% offered a daily rate of more than £331 £350 £300
10% offered a daily rate of more than £570 £600 £529
UK excluding London median daily rate £450 £438 £441
% change year-on-year
+2.85% -0.79%
Number of hourly rates quoted 2 1 0
Median hourly rate £52.50 £16.09 -
Median hourly rate % change year-on-year
+226.28% -
UK excluding London median hourly rate £55.00 £43.75 £70.00
% change year-on-year
+25.71% -37.50%

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
5884 6563 7065
As % of all contract IT jobs located in the South East 80.39% 79.99% 77.98%
Number of daily rates quoted 3451 3925 3900
Median daily rate £425 £400 £390
Median daily rate % change year-on-year
+6.25% +2.56%
90% offered a daily rate of more than £290 £275 £263
10% offered a daily rate of more than £560 £550 £525
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 207 284 242
Median hourly rate £38.50 £42.50 £25.00
Median hourly rate % change year-on-year
-9.41% +70.00%
90% offered a hourly rate of more than £12.00 £12.50 £11.50
10% offered a hourly rate of more than £52.50 £60.62 £47.50
UK excluding London median hourly rate £34.50 £39.00 £25.50
% change year-on-year
-11.53% +52.94%

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 17 January 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 17 January 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 17 January 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 +1 42 £385 -14.50% 10
Hampshire -5 35 £475 +5.55% 5
Buckinghamshire -6 24 £438 +10.75% 3
West Sussex +21 23 £545 -
Oxfordshire -10 19 £520 -0.47% 9
Surrey +12 12 £538 +10.25% 4
East Sussex +14 9 £375 +15.38%
Kent - 3 £450 - 3
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 17 January 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.

1 116 (33.14%) SQL
2 104 (29.71%) Data Warehouse
3 92 (26.29%) ETL
3 92 (26.29%) Business Intelligence
4 77 (22.00%) Oracle
5 72 (20.57%) Agile Software Development
6 65 (18.57%) Data Management
6 65 (18.57%) Finance
7 59 (16.86%) SQL Server
8 56 (16.00%) Migration
9 55 (15.71%) Data Analysis
10 51 (14.57%) Java
11 50 (14.29%) Analytical Skills
12 49 (14.00%) Microsoft
13 48 (13.71%) Analytics
14 44 (12.57%) Data Architecture
15 43 (12.29%) Big Data
16 41 (11.71%) Data Quality
16 41 (11.71%) Hadoop
17 38 (10.86%) Data Integration
18 36 (10.29%) Degree
19 35 (10.00%) Data Migration
19 35 (10.00%) XML
20 34 (9.71%) Scrum
20 34 (9.71%) Logical Data Model
21 32 (9.14%) CRM
22 31 (8.86%) SAP
23 29 (8.29%) Retail
23 29 (8.29%) Physical Data Model
24 28 (8.00%) ITIL

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 (3.43%) Apache Spark
2 11 (3.14%) Elasticsearch
3 9 (2.57%) Apache Solr
4 8 (2.29%) SAS
4 8 (2.29%) SharePoint
5 6 (1.71%) Oracle SOA Suite
6 5 (1.43%) Apache Pig
7 4 (1.14%) BizTalk Server
7 4 (1.14%) Confluence
7 4 (1.14%) SAP Portal
8 2 (0.57%) SharePoint 2010
9 1 (0.29%) FileNet
9 1 (0.29%) JBoss
9 1 (0.29%) Oracle Coherence
Applications
1 27 (7.71%) MS Excel
2 12 (3.43%) MS Visio
3 8 (2.29%) MS Office
4 6 (1.71%) MS PowerPoint
5 2 (0.57%) MS Project
6 1 (0.29%) AutoCAD
6 1 (0.29%) Spreadsheet
6 1 (0.29%) SPSS
Business Applications
1 11 (3.14%) Cognos Business Intelligence
2 10 (2.86%) Dynamics CRM
3 8 (2.29%) Oracle Applications
3 8 (2.29%) Oracle Receivables
4 6 (1.71%) Dynamics NAV
5 5 (1.43%) Oracle EBS R12
5 5 (1.43%) Oracle TCA
5 5 (1.43%) Remedy ITSM
6 4 (1.14%) SAP PSCD
7 3 (0.86%) Oracle ERP
7 3 (0.86%) Remedy AR System
8 1 (0.29%) Maximo
8 1 (0.29%) Oracle EBS
8 1 (0.29%) SAP BPC
8 1 (0.29%) SAP hybris
8 1 (0.29%) SAP Oil and Gas
8 1 (0.29%) SAP Retail
8 1 (0.29%) Sonata
Cloud Services
1 24 (6.86%) PaaS
2 12 (3.43%) IaaS
2 12 (3.43%) SaaS
3 11 (3.14%) Microsoft Azure
4 8 (2.29%) Amazon AWS
5 5 (1.43%) Office 365
6 1 (0.29%) Boomi
6 1 (0.29%) Veeva
Communications & Networking
1 5 (1.43%) LAN
2 1 (0.29%) DOCSIS
Database & Business Intelligence
1 104 (29.71%) Data Warehouse
2 59 (16.86%) SQL Server
3 43 (12.29%) Big Data
4 41 (11.71%) Hadoop
5 27 (7.71%) SQL Server Integration Services
6 22 (6.29%) Power BI
7 19 (5.43%) BusinessObjects
8 18 (5.14%) DB2
8 18 (5.14%) QlikView
9 15 (4.29%) Apache Hive
9 15 (4.29%) MySQL
9 15 (4.29%) SQL Server Reporting Services
10 14 (4.00%) HBase
10 14 (4.00%) NoSQL
10 14 (4.00%) SAP Data Services
11 12 (3.43%) OLAP
11 12 (3.43%) Relational Database
12 11 (3.14%) Oracle Database
12 11 (3.14%) SQL Server 2012
12 11 (3.14%) Star Schema
Development Applications
1 18 (5.14%) JIRA
2 16 (4.57%) Talend Open Studio
3 10 (2.86%) Team Foundation Server
4 8 (2.29%) Visual Studio
5 7 (2.00%) ERwin
5 7 (2.00%) Git (software)
5 7 (2.00%) Jenkins
6 6 (1.71%) Eclipse
6 6 (1.71%) Sonatype Nexus
7 3 (0.86%) Rational DOORS
7 3 (0.86%) Toad
8 2 (0.57%) ClearCase
8 2 (0.57%) SoapUI
9 1 (0.29%) Bitbucket
9 1 (0.29%) Gradle
9 1 (0.29%) IntelliJ
9 1 (0.29%) JProfiler
9 1 (0.29%) JUnit
9 1 (0.29%) Maven
9 1 (0.29%) SonarQube
General
1 65 (18.57%) Finance
2 29 (8.29%) Retail
3 18 (5.14%) Banking
4 15 (4.29%) Telecoms
5 10 (2.86%) Publishing
6 7 (2.00%) Marketing
7 3 (0.86%) Advertising
8 2 (0.57%) Legal
8 2 (0.57%) Manufacturing
8 2 (0.57%) Retail Banking
9 1 (0.29%) Aerospace
9 1 (0.29%) Back Office
9 1 (0.29%) Electronics
9 1 (0.29%) Financial Institution
9 1 (0.29%) Pharmaceutical
9 1 (0.29%) Spanish Language
Job Titles
1 107 (30.57%) Architect
2 90 (25.71%) Analyst
3 83 (23.71%) Data Architect
4 76 (21.71%) Developer
5 47 (13.43%) Business Analyst
6 35 (10.00%) Consultant
7 27 (7.71%) Data Analyst
8 17 (4.86%) Data Modeller
9 16 (4.57%) SQL Developer
10 15 (4.29%) Business Intelligence Analyst
11 14 (4.00%) Business Intelligence Architect
12 13 (3.71%) Big Data Architect
12 13 (3.71%) SAP Developer
13 10 (2.86%) Designer
13 10 (2.86%) ETL Developer
13 10 (2.86%) Hadoop Architect
13 10 (2.86%) PL/SQL Developer
13 10 (2.86%) Solutions Architect
13 10 (2.86%) Technical Analyst
14 9 (2.57%) Java Developer
Libraries, Frameworks & Software Standards
1 35 (10.00%) XML
2 18 (5.14%) .NET
3 16 (4.57%) SOAP
4 15 (4.29%) REST
4 15 (4.29%) Web Services
5 10 (2.86%) Kafka
6 9 (2.57%) HTML
7 8 (2.29%) JSON
7 8 (2.29%) RESTful
7 8 (2.29%) XSLT
8 7 (2.00%) Java EE
9 6 (1.71%) XML Messaging
9 6 (1.71%) XML Schema
10 5 (1.43%) MFC
10 5 (1.43%) WCF
10 5 (1.43%) XSD
11 4 (1.14%) Web Dynpro
11 4 (1.14%) WSDL
12 3 (0.86%) Spring
13 2 (0.57%) Hibernate
Miscellaneous
1 50 (14.29%) Analytical Skills
2 38 (10.86%) Data Integration
3 26 (7.43%) Management Information System
3 26 (7.43%) Visualisation
4 18 (5.14%) Data Structures
5 16 (4.57%) User Experience
6 15 (4.29%) Computer Science
7 13 (3.71%) Mathematics
8 10 (2.86%) Data Extraction
9 8 (2.29%) CMDB
10 6 (1.71%) Replication
10 6 (1.71%) Social Network
11 5 (1.43%) Client/Server
11 5 (1.43%) Reference Data
12 4 (1.14%) Enterprise Software
12 4 (1.14%) Informatics
12 4 (1.14%) PMI
12 4 (1.14%) Statistics
13 3 (0.86%) FMCG
13 3 (0.86%) Reinsurance
Operating Systems
1 15 (4.29%) Unix
1 15 (4.29%) Windows
2 9 (2.57%) Linux
3 4 (1.14%) Windows Server
4 1 (0.29%) Android
4 1 (0.29%) Apple iOS
Processes & Methodologies
1 92 (26.29%) Business Intelligence
1 92 (26.29%) ETL
2 72 (20.57%) Agile Software Development
3 65 (18.57%) Data Management
4 56 (16.00%) Migration
5 55 (15.71%) Data Analysis
6 48 (13.71%) Analytics
7 44 (12.57%) Data Architecture
8 35 (10.00%) Data Migration
9 34 (9.71%) Logical Data Model
9 34 (9.71%) Scrum
10 32 (9.14%) CRM
11 29 (8.29%) Physical Data Model
12 28 (8.00%) ITIL
13 25 (7.14%) Business Analysis
13 25 (7.14%) Stakeholder Management
14 23 (6.57%) Data Governance
14 23 (6.57%) Data Visualisation
14 23 (6.57%) UML
15 21 (6.00%) Master Data Management
Programming Languages
1 116 (33.14%) SQL
2 51 (14.57%) Java
3 22 (6.29%) PL/SQL
4 18 (5.14%) T-SQL
5 14 (4.00%) C++
5 14 (4.00%) JavaScript
6 12 (3.43%) Python
7 11 (3.14%) ABAP
8 9 (2.57%) PHP
8 9 (2.57%) VBA
9 8 (2.29%) Perl
10 7 (2.00%) C#
11 5 (1.43%) Bash Shell
11 5 (1.43%) Ruby
11 5 (1.43%) Scala
12 4 (1.14%) R
12 4 (1.14%) XPath
13 2 (0.57%) SPARQL
14 1 (0.29%) Apple Swift
14 1 (0.29%) Shell Script
Qualifications
1 36 (10.29%) Degree
2 24 (6.86%) Security Cleared
3 22 (6.29%) SC Cleared
4 9 (2.57%) ISEB
4 9 (2.57%) PhD
5 5 (1.43%) Microsoft Certification
6 4 (1.14%) PMI Certification
7 3 (0.86%) DV Cleared
8 1 (0.29%) BPSS Clearance
8 1 (0.29%) CCA
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 41 (11.71%) Data Quality
2 15 (4.29%) SLA
3 13 (3.71%) QA
4 5 (1.43%) GDPR
5 4 (1.14%) Solvency II
6 3 (0.86%) Disclosure Scotland
7 1 (0.29%) ISO 9001
System Software
1 5 (1.43%) HDFS
2 4 (1.14%) Active Directory
3 1 (0.29%) Oracle RAC
Systems Management
1 5 (1.43%) Hadoop YARN
2 3 (0.86%) SCOM
3 2 (0.57%) Oozie
4 1 (0.29%) CA Spectrum
4 1 (0.29%) Control-M
Vendors
1 77 (22.00%) Oracle
2 49 (14.00%) Microsoft
3 31 (8.86%) SAP
4 18 (5.14%) Cognos
4 18 (5.14%) Informatica
5 17 (4.86%) Tableau
6 16 (4.57%) Netezza
6 16 (4.57%) Talend
7 10 (2.86%) Cloudera
7 10 (2.86%) ServiceNow
8 9 (2.57%) MicroStrategy
9 8 (2.29%) Teradata
10 7 (2.00%) IBM
11 6 (1.71%) Ab Initio
11 6 (1.71%) Remedy
12 5 (1.43%) Adobe
12 5 (1.43%) BMC
12 5 (1.43%) Salesforce.com
12 5 (1.43%) Telerik
13 4 (1.14%) Google
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