The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 16 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
16 Jan 2017
Same period 2016 Same period 2015
Data Modelling
UK / England
Rank 85 72 72
Rank change year-on-year
-13 0
Contract jobs citing Data Modelling 1095 1306 1258
As % of all contract IT jobs located in England 2.64% 2.86% 2.72%
As % of the Processes & Methodologies category 3.20% 3.49% 3.45%
Number of daily rates quoted 720 877 817
Median daily rate £488 £450 £455
Median daily rate % change year-on-year
+8.33% -0.99%
90% offered a daily rate of more than £350 £325 £324
10% offered a daily rate of more than £627 £625 £600
UK excluding London median daily rate £450 £438 £441
% change year-on-year
+2.85% -0.79%
Number of hourly rates quoted 5 7 1
Median hourly rate £34.00 £50.00 £70.00
Median hourly rate % change year-on-year
-32.00% -28.57%
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 England region.

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
34196 37462 36478
As % of all contract IT jobs located in England 82.46% 82.05% 78.75%
Number of daily rates quoted 22819 24555 24009
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £285
10% offered a daily rate of more than £600 £600 £585
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 847 1090 988
Median hourly rate £33.00 £37.50 £25.00
Median hourly rate % change year-on-year
-12.00% +50.00%
90% offered a hourly rate of more than £13.00 £12.73 £12.00
10% offered a hourly rate of more than £50.00 £55.00 £47.50
UK excluding London median hourly rate £35.00 £39.00 £26.00
% change year-on-year
-10.25% +50.00%

Data Modelling
Jobs Demand Trend in England

The demand trend of contract jobs across the England 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 England

Data Modelling
Daily Rate Trend in England

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

Data Modelling Daily Rate Trend in England

Data Modelling
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the England region over the 3 months to 16 January 2017.

Data Modelling Daily Rate Histogram in England

Data Modelling
Hourly Rate Trend in England

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

Data Modelling Hourly Rate Trend in England

Data Modelling
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Modelling across the England region over the 3 months to 16 January 2017.

Data Modelling Hourly Rate Histogram in England

Data Modelling
Contract Job Locations in England

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 England region over the 3 months to 16 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
London -1 631 £500 +5.26% 105
South East 0 164 £450 - 31
North West -2 68 £375 -6.25% 27
West Midlands -27 62 £500 +20.48% 14
Yorkshire -3 54 £450 +5.88% 7
South West -16 53 £494 +22.67% 13
East of England -24 27 £450 -10.08% 5
East Midlands +8 26 £400 +9.58% 11
North East -37 7 £375 -19.35% 4
Midlands -4 1 £300 -22.58%
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 16 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 England region with a requirement for Data Modelling.

1 905 (37.63%) SQL
2 639 (26.57%) Agile Software Development
3 630 (26.20%) Data Warehouse
4 626 (26.03%) Finance
5 586 (24.37%) ETL
6 574 (23.87%) Business Intelligence
7 468 (19.46%) Oracle
8 418 (17.38%) SQL Server
9 355 (14.76%) Data Management
10 321 (13.35%) Data Architecture
11 307 (12.77%) Data Quality
12 296 (12.31%) Analytics
13 289 (12.02%) Data Analysis
13 289 (12.02%) Analytical Skills
14 288 (11.98%) Microsoft
14 288 (11.98%) Migration
15 286 (11.89%) Big Data
16 284 (11.81%) Java
17 281 (11.68%) Logical Data Model
18 279 (11.60%) Banking
19 230 (9.56%) SQL Server Integration Services
20 217 (9.02%) Hadoop
21 206 (8.57%) SAP
22 204 (8.48%) Scrum
22 204 (8.48%) Data Migration
23 201 (8.36%) Stakeholder Management
24 184 (7.65%) Data Integration
25 182 (7.57%) Degree
26 179 (7.44%) Business Analysis
27 175 (7.28%) SQL Server Reporting Services

Data Modelling
Top Related IT Skills in England 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
1 101 (4.20%) Apache Spark
2 87 (3.62%) SAS
3 53 (2.20%) Oracle SOA Suite
4 52 (2.16%) Confluence
5 43 (1.79%) SharePoint
6 37 (1.54%) Elasticsearch
7 33 (1.37%) Apache Pig
8 26 (1.08%) WebLogic
9 25 (1.04%) CMS
10 20 (0.83%) JBoss
11 19 (0.79%) Apache
12 15 (0.62%) Apache Solr
13 13 (0.54%) WebSphere
14 11 (0.46%) BizTalk Server
14 11 (0.46%) Oracle Workflow
15 10 (0.42%) Tomcat
15 10 (0.42%) Umbraco
16 8 (0.33%) IIS
17 7 (0.29%) Liferay
18 5 (0.21%) Documentum
Applications
1 175 (7.28%) MS Excel
2 63 (2.62%) MS Office
3 60 (2.49%) MS Visio
4 39 (1.62%) MS PowerPoint
5 30 (1.25%) MS Project
6 14 (0.58%) Spreadsheet
7 12 (0.50%) SPSS
8 4 (0.17%) AutoCAD
9 3 (0.12%) CATIA
9 3 (0.12%) Mathematica
9 3 (0.12%) Pro/ENGINEER
9 3 (0.12%) PTC Creo
9 3 (0.12%) Siemens NX
10 2 (0.083%) OmniGraffle
11 1 (0.042%) Acrobat
11 1 (0.042%) FrameMaker
11 1 (0.042%) LaTeX
Business Applications
1 55 (2.29%) Dynamics CRM
2 24 (1.00%) Oracle EBS
3 18 (0.75%) SAP ERP
4 15 (0.62%) Eloqua
5 14 (0.58%) Cognos Business Intelligence
6 12 (0.50%) Cognos TM1
6 12 (0.50%) Oracle Applications
7 11 (0.46%) Dynamics AX
7 11 (0.46%) Oracle Receivables
7 11 (0.46%) SAP Oil and Gas
8 9 (0.37%) Oracle EBS R12
9 6 (0.25%) Dynamics NAV
9 6 (0.25%) Remedy ITSM
9 6 (0.25%) SAP HCM
10 5 (0.21%) Endur
10 5 (0.21%) Loan IQ
10 5 (0.21%) Oracle TCA
10 5 (0.21%) SAP HR
10 5 (0.21%) SAP Retail
10 5 (0.21%) Teamcenter
Cloud Services
1 74 (3.08%) Amazon AWS
2 50 (2.08%) Microsoft Azure
3 30 (1.25%) PaaS
4 27 (1.12%) SaaS
5 17 (0.71%) IaaS
6 15 (0.62%) SuccessFactors
7 11 (0.46%) Amazon Kinesis
8 7 (0.29%) Google Analytics
8 7 (0.29%) Office 365
9 6 (0.25%) IBM Cloud
10 5 (0.21%) Azure Active Directory
11 4 (0.17%) Google Cloud Platform
11 4 (0.17%) OpenShift
12 3 (0.12%) Amazon S3
12 3 (0.12%) GitHub
12 3 (0.12%) Veeva
13 2 (0.083%) AWS Lambda
13 2 (0.083%) Cloud Computing
13 2 (0.083%) iPaaS
13 2 (0.083%) Lucidchart
Communications & Networking
1 20 (0.83%) Firewall
2 17 (0.71%) HTTP
3 15 (0.62%) Internet
4 13 (0.54%) LDAP
5 9 (0.37%) TCP/IP
6 8 (0.33%) Network Security
7 7 (0.29%) LAN
8 6 (0.25%) FTP
8 6 (0.25%) WAN
9 5 (0.21%) MPLS
9 5 (0.21%) NAS
10 3 (0.12%) Ethernet
10 3 (0.12%) IPsec
10 3 (0.12%) VPN
11 2 (0.083%) Kerberos
11 2 (0.083%) OpenLDAP
11 2 (0.083%) SSL
11 2 (0.083%) Wireless
12 1 (0.042%) BIG-IP
12 1 (0.042%) DNS
Database & Business Intelligence
1 630 (26.20%) Data Warehouse
2 418 (17.38%) SQL Server
3 286 (11.89%) Big Data
4 230 (9.56%) SQL Server Integration Services
5 217 (9.02%) Hadoop
6 175 (7.28%) SQL Server Reporting Services
7 145 (6.03%) Relational Database
8 117 (4.86%) BusinessObjects
9 112 (4.66%) SQL Server Analysis Services
10 105 (4.37%) NoSQL
11 102 (4.24%) Oracle Database
12 97 (4.03%) QlikView
13 93 (3.87%) Apache Hive
14 81 (3.37%) DB2
15 65 (2.70%) HBase
15 65 (2.70%) SQL Server 2012
16 59 (2.45%) Oracle ODI
17 57 (2.37%) Power BI
18 56 (2.33%) Data Mining
18 56 (2.33%) SQL Server 2014
Development Applications
1 89 (3.70%) JIRA
2 75 (3.12%) ERwin
3 71 (2.95%) Talend Open Studio
4 64 (2.66%) Team Foundation Server
5 44 (1.83%) Git (software)
6 41 (1.70%) Visual Studio
7 35 (1.46%) Eclipse
7 35 (1.46%) JUnit
8 31 (1.29%) Jenkins
9 22 (0.91%) Maven
9 22 (0.91%) Subversion
10 19 (0.79%) Toad
11 16 (0.67%) SonarQube
12 15 (0.62%) Gradle
13 14 (0.58%) JProfiler
13 14 (0.58%) PowerDesigner
14 13 (0.54%) Bitbucket
14 13 (0.54%) IntelliJ
15 12 (0.50%) Oracle Forms
16 10 (0.42%) SQL Server Management Studio (SSMS)
General
1 626 (26.03%) Finance
2 279 (11.60%) Banking
3 136 (5.65%) Retail
4 76 (3.16%) Investment Banking
5 64 (2.66%) Marketing
6 50 (2.08%) Legal
7 37 (1.54%) Telecoms
8 31 (1.29%) Back Office
9 28 (1.16%) Publishing
10 24 (1.00%) Manufacturing
11 22 (0.91%) Law
12 21 (0.87%) Financial Institution
13 20 (0.83%) Advertising
13 20 (0.83%) Retail Banking
14 17 (0.71%) Pharmaceutical
15 16 (0.67%) Front Office
16 12 (0.50%) Automotive
16 12 (0.50%) Billing
17 10 (0.42%) International Banking
18 9 (0.37%) Games
Job Titles
1 636 (26.44%) Architect
2 616 (25.61%) Analyst
3 611 (25.41%) Developer
4 402 (16.72%) Data Architect
5 293 (12.18%) Business Analyst
6 231 (9.60%) Data Analyst
7 166 (6.90%) Consultant
8 114 (4.74%) SQL Developer
9 86 (3.58%) Data Modeller
10 84 (3.49%) Solutions Architect
11 82 (3.41%) ETL Developer
12 72 (2.99%) Oracle Developer
13 63 (2.62%) Business Intelligence Developer
14 61 (2.54%) Data Business Analyst
14 61 (2.54%) Senior Developer
15 59 (2.45%) Business Intelligence Analyst
15 59 (2.45%) SQL Analyst
16 58 (2.41%) Java Developer
17 56 (2.33%) Designer
18 54 (2.25%) Technical Architect
Libraries, Frameworks & Software Standards
1 166 (6.90%) XML
2 156 (6.49%) .NET
3 140 (5.82%) Web Services
4 102 (4.24%) HTML
4 102 (4.24%) REST
5 77 (3.20%) RESTful
6 72 (2.99%) Spring
7 71 (2.95%) SOAP
8 69 (2.87%) J2EE
9 67 (2.79%) CSS
10 64 (2.66%) JSON
11 62 (2.58%) AngularJS
12 56 (2.33%) ASP.NET
13 53 (2.20%) Hibernate
14 46 (1.91%) jQuery
15 44 (1.83%) Kafka
16 42 (1.75%) MDX
17 38 (1.58%) XSLT
18 37 (1.54%) HTML5
19 36 (1.50%) Java EE
Miscellaneous
1 289 (12.02%) Analytical Skills
2 184 (7.65%) Data Integration
3 141 (5.86%) Visualisation
4 134 (5.57%) Management Information System
5 103 (4.28%) Data Structures
6 88 (3.66%) Computer Science
7 81 (3.37%) Reference Data
8 68 (2.83%) Statistics
9 44 (1.83%) User Experience
10 41 (1.70%) Mathematics
11 32 (1.33%) Credit Risk
12 28 (1.16%) Data Extraction
12 28 (1.16%) Mainframe
13 27 (1.12%) Algorithms
14 26 (1.08%) Replication
15 25 (1.04%) Foreign Exchange (FX)
16 22 (0.91%) NHS
16 22 (0.91%) Ontologies
17 20 (0.83%) Enterprise Software
17 20 (0.83%) Taxonomies
Operating Systems
1 102 (4.24%) Unix
2 96 (3.99%) Windows
3 76 (3.16%) Linux
4 16 (0.67%) Windows Server
5 6 (0.25%) Windows Vista
6 5 (0.21%) Windows XP
7 4 (0.17%) AIX
7 4 (0.17%) Red Hat Enterprise Linux
8 3 (0.12%) Solaris
8 3 (0.12%) Windows 7
8 3 (0.12%) Windows Server 2012
9 2 (0.083%) Android
9 2 (0.083%) Apple iOS
9 2 (0.083%) VME
9 2 (0.083%) Windows 2000
9 2 (0.083%) Windows 8
9 2 (0.083%) Windows Server 2008
10 1 (0.042%) CentOS
10 1 (0.042%) Mac OS
10 1 (0.042%) Ubuntu
Processes & Methodologies
1 639 (26.57%) Agile Software Development
2 586 (24.37%) ETL
3 574 (23.87%) Business Intelligence
4 355 (14.76%) Data Management
5 321 (13.35%) Data Architecture
6 296 (12.31%) Analytics
7 289 (12.02%) Data Analysis
8 288 (11.98%) Migration
9 281 (11.68%) Logical Data Model
10 204 (8.48%) Data Migration
10 204 (8.48%) Scrum
11 201 (8.36%) Stakeholder Management
12 179 (7.44%) Business Analysis
13 163 (6.78%) Project Management
14 159 (6.61%) Physical Data Model
15 155 (6.44%) Data Governance
16 127 (5.28%) SOA
17 123 (5.11%) CRM
18 120 (4.99%) SDLC
19 119 (4.95%) Waterfall
Programming Languages
1 905 (37.63%) SQL
2 284 (11.81%) Java
3 164 (6.82%) T-SQL
4 158 (6.57%) Python
5 150 (6.24%) JavaScript
6 145 (6.03%) PL/SQL
7 125 (5.20%) C#
8 64 (2.66%) R
9 61 (2.54%) VBA
10 59 (2.45%) Scala
11 53 (2.20%) Perl
12 47 (1.95%) C++
13 42 (1.75%) Shell Script
14 31 (1.29%) ABAP
15 23 (0.96%) PHP
16 21 (0.87%) VB
17 19 (0.79%) Bash Shell
18 16 (0.67%) Ruby
19 11 (0.46%) C
20 10 (0.42%) MATLAB
Qualifications
1 182 (7.57%) Degree
2 123 (5.11%) Security Cleared
3 85 (3.53%) SC Cleared
4 34 (1.41%) ISEB
5 26 (1.08%) PhD
6 20 (0.83%) DV Cleared
7 17 (0.71%) PMP
8 13 (0.54%) BPSS Clearance
8 13 (0.54%) ISTQB
9 9 (0.37%) Microsoft Certification
9 9 (0.37%) PMI Certification
10 7 (0.29%) CTC Cleared
11 6 (0.25%) IIBA
12 5 (0.21%) APMP
12 5 (0.21%) ITIL Certification
13 4 (0.17%) CBAP
13 4 (0.17%) Six Sigma Green Belt
14 3 (0.12%) CCA
14 3 (0.12%) CISSP
14 3 (0.12%) Sun Certification
Quality Assurance & Compliance
1 307 (12.77%) Data Quality
2 73 (3.04%) QA
3 25 (1.04%) ISO20022
4 19 (0.79%) Disclosure Scotland
4 19 (0.79%) SLA
5 18 (0.75%) MiFID
5 18 (0.75%) Solvency II
6 17 (0.71%) FATCA
7 6 (0.25%) Basel II
8 5 (0.21%) Basel III
8 5 (0.21%) Dodd-Frank
8 5 (0.21%) GDPR
8 5 (0.21%) PCI DSS
9 4 (0.17%) COBIT
9 4 (0.17%) Sarbanes-Oxley
10 3 (0.12%) EMIR
10 3 (0.12%) ISO/IEC 27001
10 3 (0.12%) P3O
11 2 (0.083%) Dublin Core
11 2 (0.083%) FINREP
System Software
1 21 (0.87%) Apache Flume
1 21 (0.87%) HDFS
2 19 (0.79%) Active Directory
3 18 (0.75%) Docker
4 8 (0.33%) Oracle RAC
5 6 (0.25%) VMware Infrastructure
6 4 (0.17%) VMware Workstation
7 2 (0.083%) Btrfs
8 1 (0.042%) Apache ZooKeeper
8 1 (0.042%) Time Sharing Option
8 1 (0.042%) vCloud
8 1 (0.042%) Virtual Desktop
8 1 (0.042%) VMware ESX
Systems Management
1 11 (0.46%) Hadoop YARN
1 11 (0.46%) Kubernetes
2 9 (0.37%) Rsyslog
3 7 (0.29%) Kibana
4 6 (0.25%) Data Guard
4 6 (0.25%) Nagios
4 6 (0.25%) SCOM
5 5 (0.21%) Control-M
5 5 (0.21%) HP Quality Center
5 5 (0.21%) Oozie
5 5 (0.21%) Puppet
6 4 (0.17%) Forefront Identity Manager
6 4 (0.17%) Opscode Chef
6 4 (0.17%) Oracle Enterprise Manager
6 4 (0.17%) Tivoli
7 3 (0.12%) SCCM
8 2 (0.083%) Ansible
8 2 (0.083%) CFEngine
8 2 (0.083%) HP SiteScope
8 2 (0.083%) logstash
Vendors
1 468 (19.46%) Oracle
2 288 (11.98%) Microsoft
3 206 (8.57%) SAP
4 116 (4.82%) Informatica
5 110 (4.57%) Tableau
6 103 (4.28%) Netezza
7 90 (3.74%) Cognos
8 86 (3.58%) Teradata
9 74 (3.08%) IBM
10 71 (2.95%) Talend
11 66 (2.74%) Sybase
12 46 (1.91%) Salesforce.com
13 35 (1.46%) Splunk
14 29 (1.21%) Ab Initio
14 29 (1.21%) Atlassian
15 27 (1.12%) Cloudera
16 26 (1.08%) ServiceNow
17 25 (1.04%) Google
18 23 (0.96%) hybris
19 22 (0.91%) Pega
Kingswinford, West Midlands (County)
Rullion IT Plus
Posted: 13 hours ago
London
TEKsystems
Rate: £400 - £450 per day + Market Rate
Posted: 16 hours ago
Leicestershire
Lawrence Harvey Enterprise
Rate: £300.00 - £350.00 per day
Posted: 16 hours ago
London
McGregor Boyall
Rate: £550 - £650 per annum
Posted: 7 hours ago
London
Canary Wharf and City
Rate: Up to £500 per day
Posted: 15 hours ago
London
Talent International
Rate: £450 - £500 per day
Posted: 13 hours ago
City, London
Venturi
Rate: £275.00 - £320.00 per day
Posted: Yesterday
London
TEKsystems
Rate: £500 - £650 per day
Posted: 16 hours ago
City, London
Lawrence Harvey Enterprise
Rate: £400.00 - £600.00 per day
Posted: 3 days ago
City, London
Salt
Rate: £350 - £400 per day
Posted: 3 days ago
London
ComputAppoint
Rate: £400 - £430 per annum
Posted: 3 days ago
Runcorn, Cheshire
Uniting Ambition
Rate: £450 - 550 per day
Posted: 12 hours ago
City, London
ANSON MCCADE
Rate: £400 - £550 per day
Posted: 3 days ago
West Midlands
Experis Ltd
Posted: 3 days ago
London
Salt
Rate: £0.00 - £550.00 per annum
Posted: 5 hours ago
Birmingham, West Midlands (County)
TEKsystems
Rate: £400 - £500 per day
Posted: 8 hours ago
Manchester, Lancashire
ReThink Recruitment
Posted: 6 days ago
West Midlands
Experis Ltd
Rate: £1 per annum
Posted: 3 days ago
Slough, Berkshire
McGregor Boyall
Rate: £500 - £600 per day
Posted: 5 days ago
City, London
Hays Finance Technology
Rate: £700.00 - £800.00 per day
Posted: 4 days ago
London
Salt
Rate: £450 - £550 per day
Posted: 3 days ago
Liverpool, Merseyside
Laudale
Rate: From £600 to £650 per day
Posted: 6 days ago
Altrincham, Cheshire
Applause IT Innovation
Rate: £350 - £400 per day + bens
Posted: 5 days ago
London
McGregor Boyall
Rate: £750 - £800 per day
Posted: 4 days ago
London
Opus Recruitment Solutions Ltd
Rate: £400 - £450 per day
Posted: 6 days ago
Southampton, Hampshire
The Bridge Ltd
Rate: Unspecified Neg
Posted: 6 days ago
Cheshire
Lorien Resourcing
Posted: 3 days ago
Leicestershire
Spring Technology
Rate: £300.00 - £350.00 per day
Posted: 3 days ago
Durham, County Durham
Initi8 Recruitment
Rate: £400 - £500 Per Day
Posted: 4 days ago
Blackburn, Lancashire
Applause IT Innovation
Rate: £275 - £325 per day
Posted: 5 days ago