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 average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 13 February 2016 with a comparison to the same period in 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.

Location
3 months to
13 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 72 68 69
Rank change year-on-year
-4 +1
Contract jobs citing Data Modelling 1290 1286 1279
As % of all contract IT jobs located in England 2.78% 2.76% 2.82%
As % of the Processes & Methodologies category 3.40% 3.54% 3.65%
Number of daily rates quoted 874 820 790
Average daily rate £450 £450 £435
Average daily rate % change year-on-year
- +3.44%
90% offered a daily rate of more than £325 £320 £288
10% offered a daily rate of more than £625 £600 £600
UK excluding London average daily rate £438 £425 £400
% change year-on-year
+2.94% +6.25%
Number of hourly rates quoted 9 3 15
Average hourly rate £50.00 £70.00 £35.50
Average hourly rate % change year-on-year
-28.57% +97.18%
90% offered a hourly rate of more than £18.81 £46.00 £17.50
10% offered a hourly rate of more than £53.00 £82.00 £43.40
UK excluding London average hourly rate £43.75 £70.00 £34.50
% change year-on-year
-37.50% +102.89%
Data Modelling
UK

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
37890 36304 35043
As % of all contract IT jobs located in England 81.52% 78.00% 77.19%
Number of daily rates quoted 25127 23515 21575
Average daily rate £430 £425 £405
Average daily rate % change year-on-year
+1.17% +4.93%
90% offered a daily rate of more than £300 £287 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1065 983 1106
Average hourly rate £37.50 £27.50 £27.50
Average hourly rate % change year-on-year
+36.36% -
90% offered a hourly rate of more than £12.72 £12.00 £12.50
10% offered a hourly rate of more than £57.00 £46.33 £48.70
UK excluding London average hourly rate £40.00 £27.79 £27.50
% change year-on-year
+43.93% +1.05%

Data Modelling
Jobs Demand Trend in England

This chart provides a 3-month moving total of IT contractor jobs citing Data Modelling across the England region as a proportion of the total demand within 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 13 February 2016.

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 13 February 2016.

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 average contractor rates quoted in IT jobs citing Data Modelling within the England region over the 3 months to 13 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -15 621 £485 +2.10% 142
South East +19 191 £450 +7.14% 39
West Midlands +19 97 £450 +12.50% 24
South West +4 87 £400 -20.00% 9
North West -9 85 £400 -11.11% 20
Yorkshire +11 83 £400 -10.21% 14
East of England +26 59 £450 +5.88% 12
East Midlands -11 28 £345 -29.23% 8
North East -8 26 £448 +5.29% 1
Midlands -2 7 £525 +50.00%
South Coast - 2 £388 -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 13 February 2016, IT contractor jobs across the England region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling.

1 1039 (39.22%) SQL
2 749 (28.27%) Finance
3 699 (26.39%) Business Intelligence
4 654 (24.69%) Agile Software Development
5 619 (23.37%) Data Warehouse
6 607 (22.91%) Oracle
7 544 (20.54%) ETL
8 495 (18.69%) SQL Server
9 398 (15.02%) Data Analysis
10 397 (14.99%) Microsoft
11 366 (13.82%) Analytical Skills
12 354 (13.36%) Data Management
13 345 (13.02%) Banking
14 343 (12.95%) Analytics
15 341 (12.87%) Java
16 325 (12.27%) Data Quality
17 318 (12.00%) Logical Data Model
18 308 (11.63%) Migration
18 308 (11.63%) Data Architecture
19 244 (9.21%) SQL Server Integration Services
20 235 (8.87%) Big Data
21 230 (8.68%) T-SQL
22 227 (8.57%) Business Analysis
23 220 (8.31%) Data Integration
24 206 (7.78%) SQL Server Reporting Services
25 202 (7.63%) Relational Database
26 200 (7.55%) Degree
27 196 (7.40%) BusinessObjects
28 194 (7.32%) Informatica
29 192 (7.25%) SAP

Data Modelling
Top Related IT Skills in England by Category

For the 6 months to 13 February 2016, IT contractor jobs across the England region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 160 (6.04%) SAS
2 70 (2.64%) SharePoint
3 59 (2.23%) WebLogic
4 54 (2.04%) Apache Spark
5 52 (1.96%) WebSphere
6 47 (1.77%) Node.js
7 38 (1.43%) Confluence
8 27 (1.02%) BizTalk Server
9 22 (0.83%) Elasticsearch
10 21 (0.79%) Tomcat
11 19 (0.72%) JBoss
12 18 (0.68%) Apache Pig
12 18 (0.68%) CMS
13 15 (0.57%) Apache
14 13 (0.49%) Mule
15 12 (0.45%) Apache Solr
16 8 (0.30%) Documentum
17 7 (0.26%) Oracle Coherence
17 7 (0.26%) Oracle Workflow
18 6 (0.23%) MQSI
Applications
1 184 (6.95%) MS Excel
2 85 (3.21%) MS Visio
3 63 (2.38%) MS Office
4 43 (1.62%) MS PowerPoint
5 39 (1.47%) MS Project
6 23 (0.87%) SPSS
7 8 (0.30%) Spreadsheet
8 5 (0.19%) Siemens NX
9 4 (0.15%) Adobe Illustrator
9 4 (0.15%) Photoshop
10 3 (0.11%) AutoCAD
11 2 (0.076%) CATIA
11 2 (0.076%) Stata
12 1 (0.038%) Open Workbench
Business Applications
1 47 (1.77%) Dynamics CRM
2 37 (1.40%) Oracle EBS
3 17 (0.64%) SAP CRM
3 17 (0.64%) SAP Oil and Gas
4 14 (0.53%) Cognos Business Intelligence
4 14 (0.53%) SAP FI
5 12 (0.45%) SAP CO
5 12 (0.45%) SAP ERP
5 12 (0.45%) SAP FI/CO
6 11 (0.42%) Remedy ITSM
7 7 (0.26%) Oracle BPM
7 7 (0.26%) SAP MM
8 6 (0.23%) Dynamics AX
9 5 (0.19%) Teamcenter
10 4 (0.15%) Oracle EBS R12
10 4 (0.15%) SAP IS-U
11 3 (0.11%) Cognos TM1
11 3 (0.11%) Oracle CRM
11 3 (0.11%) SAP MDM
11 3 (0.11%) Unica
Cloud Services
1 61 (2.30%) Amazon AWS
2 46 (1.74%) Microsoft Azure
3 28 (1.06%) SaaS
4 20 (0.76%) Cloud Computing
5 11 (0.42%) Office 365
6 9 (0.34%) Amazon EC2
6 9 (0.34%) Amazon Kinesis
6 9 (0.34%) Amazon S3
7 8 (0.30%) PaaS
8 6 (0.23%) IaaS
9 5 (0.19%) GitHub
9 5 (0.19%) Taleo
10 4 (0.15%) Amazon EMR
11 3 (0.11%) Google Analytics
12 2 (0.076%) Force.com
12 2 (0.076%) MailChimp
12 2 (0.076%) SuccessFactors
13 1 (0.038%) Google Cloud Platform
13 1 (0.038%) Heroku
13 1 (0.038%) IBM Blueworks
Communications & Networking
1 18 (0.68%) Internet
2 15 (0.57%) HTTP
3 10 (0.38%) LDAP
4 9 (0.34%) Extranet
5 8 (0.30%) TCP/IP
6 5 (0.19%) CTI
6 5 (0.19%) Firewall
6 5 (0.19%) WAN
7 4 (0.15%) 3G
7 4 (0.15%) Network Security
7 4 (0.15%) SSL
7 4 (0.15%) WLAN
8 3 (0.11%) Ethernet
8 3 (0.11%) Intranet
8 3 (0.11%) LAN
8 3 (0.11%) MVNO
9 2 (0.076%) BGP
9 2 (0.076%) EIGRP
9 2 (0.076%) Multicast
9 2 (0.076%) Unicast
Database & Business Intelligence
1 619 (23.37%) Data Warehouse
2 495 (18.69%) SQL Server
3 244 (9.21%) SQL Server Integration Services
4 235 (8.87%) Big Data
5 206 (7.78%) SQL Server Reporting Services
6 202 (7.63%) Relational Database
7 196 (7.40%) BusinessObjects
8 185 (6.98%) Hadoop
9 168 (6.34%) SQL Server Analysis Services
10 165 (6.23%) Oracle Database
11 121 (4.57%) QlikView
12 104 (3.93%) NoSQL
13 92 (3.47%) Data Mining
14 91 (3.44%) Oracle BI EE
15 79 (2.98%) Oracle Database 11g
15 79 (2.98%) SQL Server 2008
16 78 (2.94%) SQL Server 2012
17 73 (2.76%) RDBMS
18 69 (2.60%) OLAP
19 60 (2.27%) Star Schema
Development Applications
1 166 (6.27%) ERwin
2 70 (2.64%) JIRA
3 45 (1.70%) Team Foundation Server
4 38 (1.43%) Toad
5 37 (1.40%) Git (software)
6 36 (1.36%) Subversion
7 30 (1.13%) Talend Open Studio
7 30 (1.13%) Visual Studio
8 29 (1.09%) JUnit
9 28 (1.06%) Selenium
10 27 (1.02%) Eclipse
11 25 (0.94%) Jenkins
12 18 (0.68%) Maven
13 17 (0.64%) PowerDesigner
14 16 (0.60%) Ant
15 13 (0.49%) SQL Server Management Studio (SSMS)
16 12 (0.45%) JBehave
16 12 (0.45%) TeamCity
17 9 (0.34%) NUnit
17 9 (0.34%) Rational Rose
General
1 749 (28.27%) Finance
2 345 (13.02%) Banking
3 107 (4.04%) Investment Banking
4 101 (3.81%) Retail
5 66 (2.49%) Marketing
6 59 (2.23%) Front Office
7 52 (1.96%) Publishing
7 52 (1.96%) Telecoms
8 43 (1.62%) Legal
9 42 (1.59%) Manufacturing
10 31 (1.17%) Pharmaceutical
11 25 (0.94%) Advertising
12 20 (0.76%) Back Office
13 15 (0.57%) Financial Institution
14 13 (0.49%) Billing
15 11 (0.42%) Automotive
16 10 (0.38%) Retail Banking
17 9 (0.34%) Electronics
18 8 (0.30%) Games
18 8 (0.30%) Law
Job Titles
1 756 (28.54%) Developer
2 718 (27.10%) Analyst
3 655 (24.73%) Architect
4 395 (14.91%) Data Architect
5 381 (14.38%) Business Analyst
6 235 (8.87%) Data Analyst
7 170 (6.42%) Solutions Architect
8 148 (5.59%) Consultant
8 148 (5.59%) Data Modeller
9 128 (4.83%) Business Intelligence Developer
10 123 (4.64%) SQL Developer
11 93 (3.51%) Senior Developer
12 92 (3.47%) Java Developer
13 88 (3.32%) ETL Developer
14 83 (3.13%) Data Business Analyst
15 71 (2.68%) Business Intelligence Analyst
16 67 (2.53%) Technical Architect
17 63 (2.38%) QlikView Developer
18 60 (2.27%) Oracle Developer
19 59 (2.23%) Designer
Libraries, Frameworks & Software Standards
1 186 (7.02%) XML
2 131 (4.95%) Web Services
3 100 (3.78%) .NET
4 87 (3.28%) J2EE
5 83 (3.13%) HTML
6 75 (2.83%) REST
7 70 (2.64%) SOAP
8 69 (2.60%) RESTful
9 67 (2.53%) AngularJS
10 62 (2.34%) Spring
11 59 (2.23%) CSS
12 56 (2.11%) JSON
13 54 (2.04%) Middleware
14 43 (1.62%) WCF
15 42 (1.59%) MDX
16 37 (1.40%) HTML5
17 36 (1.36%) Natural Language Processing
17 36 (1.36%) XSD
18 35 (1.32%) jQuery
19 29 (1.09%) MSMQ
Miscellaneous
1 366 (13.82%) Analytical Skills
2 220 (8.31%) Data Integration
3 149 (5.62%) Management Information System
4 105 (3.96%) Data Structures
5 100 (3.78%) Visualisation
6 87 (3.28%) Reference Data
7 57 (2.15%) Computer Science
8 51 (1.93%) Algorithms
9 46 (1.74%) Statistics
10 44 (1.66%) Credit Risk
11 40 (1.51%) Derivative
12 34 (1.28%) Enterprise Software
13 32 (1.21%) User Experience
14 30 (1.13%) CMDB
15 29 (1.09%) Data Extraction
16 28 (1.06%) Fixed Income
17 24 (0.91%) Mathematics
17 24 (0.91%) Taxonomies
18 22 (0.83%) Equities
18 22 (0.83%) FMCG
Operating Systems
1 147 (5.55%) Unix
2 74 (2.79%) Windows
3 61 (2.30%) Linux
4 26 (0.98%) Windows Server
5 13 (0.49%) Apple iOS
6 8 (0.30%) Android
7 7 (0.26%) Solaris
8 6 (0.23%) CentOS
9 5 (0.19%) Debian
9 5 (0.19%) Ubuntu
10 4 (0.15%) Mac OS X
10 4 (0.15%) MVS
10 4 (0.15%) Red Hat Enterprise Linux
10 4 (0.15%) Windows Server 2008
11 3 (0.11%) AIX
12 1 (0.038%) Windows Server 2012
12 1 (0.038%) zOS
Processes & Methodologies
1 699 (26.39%) Business Intelligence
2 654 (24.69%) Agile Software Development
3 544 (20.54%) ETL
4 398 (15.02%) Data Analysis
5 354 (13.36%) Data Management
6 343 (12.95%) Analytics
7 318 (12.00%) Logical Data Model
8 308 (11.63%) Data Architecture
8 308 (11.63%) Migration
9 227 (8.57%) Business Analysis
10 190 (7.17%) Data Governance
11 188 (7.10%) Data Migration
12 184 (6.95%) UML
13 181 (6.83%) Physical Data Model
14 172 (6.49%) Waterfall
15 167 (6.30%) Scrum
16 164 (6.19%) CRM
16 164 (6.19%) Stakeholder Management
17 158 (5.96%) Project Management
18 147 (5.55%) SOA
Programming Languages
1 1039 (39.22%) SQL
2 341 (12.87%) Java
3 230 (8.68%) T-SQL
4 191 (7.21%) PL/SQL
5 135 (5.10%) C#
6 130 (4.91%) JavaScript
7 97 (3.66%) Shell Script
8 76 (2.87%) Python
9 56 (2.11%) C++
10 50 (1.89%) Scala
11 47 (1.77%) VBA
12 45 (1.70%) Perl
13 28 (1.06%) R
14 16 (0.60%) C
14 16 (0.60%) PHP
15 14 (0.53%) PowerShell
16 13 (0.49%) ABAP
17 12 (0.45%) MATLAB
17 12 (0.45%) Tcl
18 10 (0.38%) Ruby
Qualifications
1 200 (7.55%) Degree
2 164 (6.19%) Security Cleared
3 108 (4.08%) SC Cleared
4 43 (1.62%) ISEB
5 19 (0.72%) BPSS Clearance
6 15 (0.57%) DV Cleared
7 12 (0.45%) PRINCE2 Practitioner
8 10 (0.38%) CTC Cleared
9 9 (0.34%) SAP Certification
10 8 (0.30%) Microsoft Certification
11 7 (0.26%) PMI Certification
12 6 (0.23%) PhD
12 6 (0.23%) PMP
12 6 (0.23%) PRINCE2 Certification
13 5 (0.19%) CITP
13 5 (0.19%) IIBA
13 5 (0.19%) ITIL Certification
13 5 (0.19%) MBA
14 3 (0.11%) BC Cleared
14 3 (0.11%) CBAP
Quality Assurance & Compliance
1 325 (12.27%) Data Quality
2 90 (3.40%) QA
3 32 (1.21%) Disclosure Scotland
4 20 (0.76%) Solvency II
5 16 (0.60%) MiFID
5 16 (0.60%) SLA
6 11 (0.42%) Basel II
6 11 (0.42%) ISO20022
7 9 (0.34%) Basel III
7 9 (0.34%) Dublin Core
8 8 (0.30%) PCI DSS
9 4 (0.15%) Dodd-Frank
9 4 (0.15%) EMIR
9 4 (0.15%) GAAP
10 3 (0.11%) COBIT
10 3 (0.11%) FATCA
10 3 (0.11%) ISO/IEC 27001
11 2 (0.076%) ISO 9001
12 1 (0.038%) COREP
12 1 (0.038%) ISO/IEC 20000
System Software
1 35 (1.32%) HDFS
2 10 (0.38%) Apache Flume
3 9 (0.34%) Active Directory
4 6 (0.23%) VMware Infrastructure
5 4 (0.15%) Apache ZooKeeper
5 4 (0.15%) Oracle RAC
6 3 (0.11%) ISA Server
7 2 (0.076%) GPFS
7 2 (0.076%) Hyper-V
7 2 (0.076%) iptables
7 2 (0.076%) Postfix
7 2 (0.076%) Samba
7 2 (0.076%) Varnish
8 1 (0.038%) Tivoli Workload Scheduler
Systems Management
1 9 (0.34%) Oracle EDQ
2 7 (0.26%) Control-M
2 7 (0.26%) Hadoop YARN
3 6 (0.23%) CA Wily
3 6 (0.23%) Kubernetes
4 5 (0.19%) Puppet
4 5 (0.19%) Tivoli
5 4 (0.15%) HP Quality Center
6 3 (0.11%) Opscode Chef
7 2 (0.076%) Ambari
7 2 (0.076%) Data Guard
7 2 (0.076%) Oracle RMAN
7 2 (0.076%) ZABBIX
8 1 (0.038%) Netcool
8 1 (0.038%) Netcool/OMNIbus
8 1 (0.038%) Oracle Enterprise Manager
8 1 (0.038%) Oracle Flashback
8 1 (0.038%) Tivoli Storage Manager
Vendors
1 607 (22.91%) Oracle
2 397 (14.99%) Microsoft
3 194 (7.32%) Informatica
4 192 (7.25%) SAP
5 83 (3.13%) Tableau
6 77 (2.91%) Cognos
7 72 (2.72%) IBM
8 61 (2.30%) Teradata
9 51 (1.93%) Pega
10 37 (1.40%) Siebel
11 35 (1.32%) Salesforce.com
12 30 (1.13%) Talend
13 29 (1.09%) Sybase
14 27 (1.02%) CA
15 26 (0.98%) BMC
16 25 (0.94%) MicroStrategy
17 21 (0.79%) BEA
17 21 (0.79%) webMethods
18 16 (0.60%) Remedy
18 16 (0.60%) Trillium
London
Venturi
Rate: £375 - £450 per day
Posted: 17 hours ago
London
McGregor Boyall
Rate: £474 - £500 per day
Posted: 18 hours ago
London
Staffworx Ltd
Rate: market rates or excellent salary, 6 months initial contract
Posted: 19 hours ago
Central London / West End
Russell King Associates
Rate: From £350 to £450 per day
Posted: 19 hours ago
Telford, Shropshire
J & C Associates Ltd
Rate: Market Rate
Posted: 20 hours ago
Sittingbourne, Kent
1st Choice Computer Appointments Ltd
Rate: From £350 to £400 per day
Posted: 20 hours ago
London
Talent International
Rate: ££ Excellent Day
Posted: Yesterday
Telford, Shropshire
Whitehall Resources Ltd
Rate: £Market
Posted: Yesterday
Telford, Shropshire
Experis IT
Posted: Yesterday
Andover, Hampshire
Experis Ltd
Rate: £400.00 - £500.00 per day
Posted: Yesterday
London
McGregor Boyall
Rate: £650 - £700 per day
Posted: Yesterday
City, London
Quant Capital
Rate: Up to £550 per day
Posted: Yesterday
North West
Haybrook IT Resourcing Ltd
Rate: Up to £500 per day
Posted: Yesterday
Bracknell, Berkshire
Lorien Resourcing
Posted: 2 days ago
London
Executive Recruitment Services (ERS)
Rate: £400 - £480 per day
Posted: 2 days ago
Nottingham, Nottinghamshire
UST Global
Rate: Market Rates
Posted: 2 days ago
City, London
Premier IT
Rate: £450 - £510 per annum
Posted: 2 days ago
Andover, Hampshire
Computer People
Posted: 2 days ago
Altrincham, Cheshire
Applause IT Innovation
Rate: £360 - £380 per day
Posted: 2 days ago
Bedfordshire
Tria Recruitment
Rate: £550 - £600 per annum
Posted: 2 days ago
London
Spencer Rose
Rate: From £450 to £500 per day
Posted: 3 days ago
Stratford-Upon-Avon, Warwickshire
Montash
Rate: £550 - £600 per day
Posted: 3 days ago
London
Scot Lewis Associates
Rate: From £550 to £650 per day
Posted: 3 days ago
London
Hydrogen Group
Rate: £375.00 - £400.00 per annum
Posted: 3 days ago
South West London
HAYS INFORMATION TECHNOLOGY
Rate: £430.00 - £450.00 per day
Posted: 3 days ago
City, London
Networking People
Rate: Negotiable / Competitive
Posted: 3 days ago
South West London
HAYS INFORMATION TECHNOLOGY
Rate: £425.00 - £450.00 per annum
Posted: 3 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £450.00 per day
Posted: 3 days ago
Hampshire
McGregor Boyall
Rate: £450 per day + day rate negotiable
Posted: 3 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £450.00 per day
Posted: 3 days ago