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 29 August 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
29 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 89 78 77
Rank change year-on-year
-11 -1
Contract jobs citing Data Modelling 1302 1356 1283
As % of all contract IT jobs located in England 2.59% 2.60% 2.52%
As % of the Processes & Methodologies category 3.12% 3.23% 3.19%
Number of daily rates quoted 868 941 781
Median daily rate £450 £450 £450
90% offered a daily rate of more than £338 £325 £322
10% offered a daily rate of more than £615 £600 £600
UK excluding London median daily rate £420 £440 £413
% change year-on-year
-4.54% +6.66%
Number of hourly rates quoted 6 1 6
Median hourly rate £45.00 £45.00 £18.50
Median hourly rate % change year-on-year
- +143.21%
90% offered a hourly rate of more than £30.00 £45.00 £13.19
10% offered a hourly rate of more than £90.25 £45.00 £49.81
UK excluding London median hourly rate £40.00 £45.00 £17.50
% change year-on-year
-11.11% +157.14%
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
41672 41968 40232
As % of all contract IT jobs located in England 83.04% 80.50% 78.88%
Number of daily rates quoted 27754 27804 25353
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +3.03%
90% offered a daily rate of more than £300 £290 £275
10% offered a daily rate of more than £600 £576 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1006 1132 1125
Median hourly rate £29.00 £31.00 £23.00
Median hourly rate % change year-on-year
-6.45% +34.78%
90% offered a hourly rate of more than £12.58 £13.00 £12.50
10% offered a hourly rate of more than £52.00 £50.90 £45.00
UK excluding London median hourly rate £29.53 £32.54 £25.75
% change year-on-year
-9.26% +26.36%

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 29 August 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 29 August 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 median contractor rates quoted in IT jobs citing Data Modelling within the England region over the 3 months to 29 August 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
London -2 693 £500 +1.01% 118
South East -14 180 £414 -4.61% 27
West Midlands -12 107 £388 -3.18% 11
Yorkshire -8 86 £420 +5.00% 12
North West -32 68 £424 -8.87% 12
East of England +1 49 £463 +9.00% 7
East Midlands -2 48 £388 -13.88% 2
South West -33 38 £463 +0.27% 13
North East -18 20 £456 -17.04% 3
Midlands -10 7 £500 -
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 29 August 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 England region with a requirement for Data Modelling.

1 904 (35.79%) SQL
2 673 (26.64%) Finance
3 670 (26.52%) Data Warehouse
4 646 (25.57%) Business Intelligence
5 631 (24.98%) Agile Software Development
6 558 (22.09%) ETL
7 552 (21.85%) Oracle
8 395 (15.64%) SQL Server
9 387 (15.32%) Data Management
10 357 (14.13%) Data Architecture
11 350 (13.86%) Data Analysis
11 350 (13.86%) Data Quality
12 342 (13.54%) Microsoft
13 338 (13.38%) Java
14 317 (12.55%) Analytical Skills
15 313 (12.39%) Analytics
16 304 (12.03%) Migration
17 293 (11.60%) Logical Data Model
18 242 (9.58%) XML
19 234 (9.26%) SQL Server Integration Services
20 228 (9.03%) Banking
21 218 (8.63%) Big Data
22 216 (8.55%) Informatica
23 212 (8.39%) Data Migration
24 201 (7.96%) SAP
24 201 (7.96%) SOA
25 198 (7.84%) Data Integration
26 196 (7.76%) Stakeholder Management
27 195 (7.72%) Degree
28 193 (7.64%) Web 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
1 133 (5.27%) SAS
2 73 (2.89%) Apache Spark
3 56 (2.22%) SharePoint
4 49 (1.94%) Confluence
5 30 (1.19%) Apache Pig
6 28 (1.11%) WebLogic
7 27 (1.07%) WebSphere
8 21 (0.83%) BizTalk Server
9 19 (0.75%) CMS
10 14 (0.55%) Elasticsearch
10 14 (0.55%) JBoss
11 12 (0.48%) Apache
12 11 (0.44%) Oracle Service Bus
13 10 (0.40%) Oracle Workflow
14 8 (0.32%) NetWeaver
15 7 (0.28%) Apache Solr
15 7 (0.28%) SharePoint 2010
15 7 (0.28%) Tomcat
15 7 (0.28%) WebSphere Application Server
16 4 (0.16%) Moodle
Applications
1 175 (6.93%) MS Excel
2 55 (2.18%) MS Office
3 50 (1.98%) MS PowerPoint
4 43 (1.70%) MS Visio
5 33 (1.31%) MS Project
6 23 (0.91%) SPSS
7 10 (0.40%) Spreadsheet
7 10 (0.40%) Stata
8 4 (0.16%) Siemens NX
9 3 (0.12%) InfoPath
9 3 (0.12%) Mathematica
10 2 (0.079%) AutoCAD
10 2 (0.079%) OmniGraffle
10 2 (0.079%) Pro/ENGINEER
10 2 (0.079%) PTC Creo
10 2 (0.079%) SOLIDWORKS
11 1 (0.040%) Acrobat
11 1 (0.040%) CATIA
11 1 (0.040%) FrameMaker
11 1 (0.040%) LaTeX
Business Applications
1 58 (2.30%) Oracle EBS
2 52 (2.06%) Dynamics CRM
3 32 (1.27%) Eloqua
4 19 (0.75%) Oracle EBS R12
5 18 (0.71%) Oracle Receivables
6 14 (0.55%) Oracle Applications
6 14 (0.55%) Remedy ITSM
7 13 (0.51%) Salesforce.com CRM
8 12 (0.48%) Oracle Retail
8 12 (0.48%) SAP CRM
8 12 (0.48%) SAP MDM
9 11 (0.44%) Radian6
10 10 (0.40%) Oracle Payables
10 10 (0.40%) SAP ERP
10 10 (0.40%) SAP Oil and Gas
11 9 (0.36%) Dynamics AX
11 9 (0.36%) Social Studio
12 8 (0.32%) Oracle General Ledger
12 8 (0.32%) SAP Business ByDesign
12 8 (0.32%) SAP hybris
Cloud Services
1 75 (2.97%) Amazon AWS
2 57 (2.26%) Microsoft Azure
3 29 (1.15%) SaaS
4 19 (0.75%) PaaS
5 18 (0.71%) SuccessFactors
6 17 (0.67%) GitHub
7 11 (0.44%) Google Cloud Platform
7 11 (0.44%) IaaS
8 9 (0.36%) Force.com
8 9 (0.36%) Oracle CX
9 8 (0.32%) Amazon Kinesis
9 8 (0.32%) Amazon S3
9 8 (0.32%) AWS Elastic Beanstalk
9 8 (0.32%) Veeva
10 6 (0.24%) Heroku
11 4 (0.16%) Azure Active Directory
11 4 (0.16%) Google Analytics
11 4 (0.16%) Office 365
11 4 (0.16%) OpenShift
12 3 (0.12%) iPaaS
Communications & Networking
1 25 (0.99%) HTTP
2 15 (0.59%) Internet
3 13 (0.51%) CTI
3 13 (0.51%) LDAP
4 8 (0.32%) VPN
5 7 (0.28%) FTP
6 6 (0.24%) DNS
7 4 (0.16%) Firewall
7 4 (0.16%) LAN
7 4 (0.16%) Network Security
8 3 (0.12%) SNMP
9 2 (0.079%) BGP
9 2 (0.079%) IPsec
9 2 (0.079%) IPv6
9 2 (0.079%) OSPF
9 2 (0.079%) PuTTY
9 2 (0.079%) SSH
9 2 (0.079%) SSL
9 2 (0.079%) VoIP
9 2 (0.079%) WAN
Database & Business Intelligence
1 670 (26.52%) Data Warehouse
2 395 (15.64%) SQL Server
3 234 (9.26%) SQL Server Integration Services
4 218 (8.63%) Big Data
5 190 (7.52%) Hadoop
6 179 (7.09%) Relational Database
6 179 (7.09%) SQL Server Reporting Services
7 149 (5.90%) Oracle Database
8 133 (5.27%) BusinessObjects
9 120 (4.75%) SQL Server Analysis Services
10 92 (3.64%) NoSQL
11 89 (3.52%) MySQL
12 84 (3.33%) Enterprise Data Warehouse
13 82 (3.25%) Apache Hive
13 82 (3.25%) QlikView
14 81 (3.21%) PostgreSQL
15 80 (3.17%) Data Mining
16 77 (3.05%) Star Schema
17 70 (2.77%) HBase
17 70 (2.77%) MongoDB
Development Applications
1 124 (4.91%) ERwin
2 69 (2.73%) JIRA
3 66 (2.61%) Talend Open Studio
4 50 (1.98%) Visual Studio
5 48 (1.90%) Team Foundation Server
6 47 (1.86%) Git (software)
7 35 (1.39%) Subversion
8 31 (1.23%) Eclipse
9 29 (1.15%) JUnit
10 28 (1.11%) Jenkins
11 23 (0.91%) Maven
12 19 (0.75%) SoapUI
13 18 (0.71%) Oracle APEX
14 14 (0.55%) Bitbucket
15 13 (0.51%) Gradle
15 13 (0.51%) SQL Server Management Studio (SSMS)
16 12 (0.48%) Oracle Forms
16 12 (0.48%) PowerDesigner
17 10 (0.40%) Ant
17 10 (0.40%) Atlassian Bamboo
General
1 673 (26.64%) Finance
2 228 (9.03%) Banking
3 152 (6.02%) Retail
4 117 (4.63%) Marketing
5 79 (3.13%) Investment Banking
6 51 (2.02%) Telecoms
7 35 (1.39%) Legal
8 32 (1.27%) Front Office
9 27 (1.07%) Publishing
10 23 (0.91%) Pharmaceutical
11 22 (0.87%) Advertising
12 20 (0.79%) Financial Institution
13 19 (0.75%) Back Office
14 18 (0.71%) Manufacturing
15 16 (0.63%) Billing
15 16 (0.63%) Law
15 16 (0.63%) Retail Banking
16 8 (0.32%) Automotive
16 8 (0.32%) Electronics
17 5 (0.20%) General Ledger
Job Titles
1 669 (26.48%) Architect
2 665 (26.33%) Developer
3 630 (24.94%) Analyst
4 362 (14.33%) Data Architect
5 300 (11.88%) Business Analyst
6 235 (9.30%) Data Analyst
7 152 (6.02%) Consultant
8 141 (5.58%) SQL Developer
9 117 (4.63%) Data Modeller
10 104 (4.12%) Solutions Architect
11 84 (3.33%) Senior Developer
11 84 (3.33%) Technical Architect
12 78 (3.09%) Enterprise Architect
13 77 (3.05%) Business Intelligence Developer
14 76 (3.01%) ETL Developer
15 75 (2.97%) Oracle Developer
16 71 (2.81%) Java Developer
17 70 (2.77%) Designer
18 58 (2.30%) SSIS Developer
19 53 (2.10%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 242 (9.58%) XML
2 193 (7.64%) Web Services
3 151 (5.98%) .NET
4 116 (4.59%) REST
5 105 (4.16%) HTML
6 103 (4.08%) SOAP
7 72 (2.85%) RESTful
8 69 (2.73%) CSS
9 64 (2.53%) XSD
10 58 (2.30%) JSON
11 56 (2.22%) Middleware
12 52 (2.06%) .NET Framework
13 46 (1.82%) MDX
13 46 (1.82%) WSDL
14 42 (1.66%) J2EE
14 42 (1.66%) Spring
15 38 (1.50%) XSLT
16 37 (1.46%) ASP.NET
17 32 (1.27%) jQuery
18 28 (1.11%) AngularJS
Miscellaneous
1 317 (12.55%) Analytical Skills
2 198 (7.84%) Data Integration
3 153 (6.06%) Management Information System
4 131 (5.19%) Data Structures
5 113 (4.47%) Visualisation
6 80 (3.17%) Computer Science
7 79 (3.13%) Reference Data
8 64 (2.53%) Algorithms
9 42 (1.66%) Enterprise Software
10 36 (1.43%) Statistics
11 33 (1.31%) Mathematics
12 32 (1.27%) Credit Risk
13 31 (1.23%) Fixed Income
14 30 (1.19%) Equities
15 29 (1.15%) User Experience
16 28 (1.11%) Data Conversion
17 27 (1.07%) Market Risk
18 24 (0.95%) CMDB
18 24 (0.95%) Mobile App
18 24 (0.95%) Replication
Operating Systems
1 136 (5.38%) Unix
2 79 (3.13%) Linux
3 74 (2.93%) Windows
4 15 (0.59%) Windows Server
5 7 (0.28%) Apple iOS
6 6 (0.24%) AIX
6 6 (0.24%) Android
7 5 (0.20%) CentOS
7 5 (0.20%) Red Hat Enterprise Linux
8 4 (0.16%) zOS
9 3 (0.12%) Oracle Linux
9 3 (0.12%) Solaris
9 3 (0.12%) Ubuntu
9 3 (0.12%) Windows XP
10 2 (0.079%) Debian
10 2 (0.079%) Windows 8
10 2 (0.079%) Windows Server 2003
10 2 (0.079%) Windows Server 2008
10 2 (0.079%) Windows Server 2012
10 2 (0.079%) Windows Vista
Processes & Methodologies
1 646 (25.57%) Business Intelligence
2 631 (24.98%) Agile Software Development
3 558 (22.09%) ETL
4 387 (15.32%) Data Management
5 357 (14.13%) Data Architecture
6 350 (13.86%) Data Analysis
7 313 (12.39%) Analytics
8 304 (12.03%) Migration
9 293 (11.60%) Logical Data Model
10 212 (8.39%) Data Migration
11 201 (7.96%) SOA
12 196 (7.76%) Stakeholder Management
13 187 (7.40%) Business Analysis
14 181 (7.17%) Use Case
15 180 (7.13%) Data Governance
16 176 (6.97%) Physical Data Model
17 174 (6.89%) UML
18 173 (6.85%) CRM
19 171 (6.77%) Project Management
20 167 (6.61%) Master Data Management
Programming Languages
1 904 (35.79%) SQL
2 338 (13.38%) Java
3 163 (6.45%) PL/SQL
4 147 (5.82%) JavaScript
5 136 (5.38%) T-SQL
6 108 (4.28%) C#
7 87 (3.44%) Shell Script
8 76 (3.01%) Python
9 60 (2.38%) C++
9 60 (2.38%) VBA
10 59 (2.34%) Scala
11 45 (1.78%) PHP
12 44 (1.74%) R
13 35 (1.39%) Perl
14 28 (1.11%) C
15 27 (1.07%) Ruby
16 20 (0.79%) Apex Code
17 17 (0.67%) MATLAB
18 16 (0.63%) ABAP
19 14 (0.55%) Bash Shell
Qualifications
1 195 (7.72%) Degree
2 168 (6.65%) Security Cleared
3 119 (4.71%) SC Cleared
4 42 (1.66%) ISEB
5 22 (0.87%) BPSS Clearance
6 20 (0.79%) DV Cleared
7 16 (0.63%) PhD
8 15 (0.59%) Microsoft Certification
9 10 (0.40%) PRINCE2 Practitioner
10 9 (0.36%) MCTS
11 7 (0.28%) MCITP
11 7 (0.28%) PMP
12 6 (0.24%) BC Cleared
12 6 (0.24%) PMI Certification
13 5 (0.20%) SAS Certification
14 4 (0.16%) ITIL Certification
14 4 (0.16%) Sun Certification
15 3 (0.12%) ACCA
15 3 (0.12%) CIMA
15 3 (0.12%) PRINCE2 Certification
Quality Assurance & Compliance
1 350 (13.86%) Data Quality
2 91 (3.60%) QA
3 25 (0.99%) Solvency II
4 20 (0.79%) Disclosure Scotland
5 17 (0.67%) ISO20022
6 13 (0.51%) SLA
7 7 (0.28%) GCP
7 7 (0.28%) MiFID
8 5 (0.20%) FATCA
8 5 (0.20%) Sarbanes-Oxley
8 5 (0.20%) SAS 70
9 4 (0.16%) GxP
10 3 (0.12%) COREP
11 2 (0.079%) Basel II
11 2 (0.079%) Basel III
11 2 (0.079%) PCI DSS
12 1 (0.040%) Dublin Core
12 1 (0.040%) ISO 9000
12 1 (0.040%) ISO 9001
12 1 (0.040%) ISO/IEC 27001
System Software
1 26 (1.03%) Active Directory
2 25 (0.99%) Docker
3 18 (0.71%) Oracle RAC
4 14 (0.55%) VMware Infrastructure
5 9 (0.36%) Xen
6 8 (0.32%) HDFS
7 7 (0.28%) Apache Flume
7 7 (0.28%) Hyper-V
8 4 (0.16%) Virtual Machines
8 4 (0.16%) VMware Workstation
9 2 (0.079%) iptables
9 2 (0.079%) ISA Server
9 2 (0.079%) Postfix
9 2 (0.079%) Samba
9 2 (0.079%) XenServer
10 1 (0.040%) Apache ZooKeeper
10 1 (0.040%) Btrfs
10 1 (0.040%) etcd
10 1 (0.040%) flannel
10 1 (0.040%) Tivoli Workload Scheduler
Systems Management
1 21 (0.83%) Puppet
2 13 (0.51%) Kubernetes
3 9 (0.36%) HP Quality Center
3 9 (0.36%) Microsoft Intune
3 9 (0.36%) Opscode Chef
4 8 (0.32%) DBAmp
4 8 (0.32%) HP SiteScope
4 8 (0.32%) Nagios
4 8 (0.32%) SCCM
5 6 (0.24%) Ambari
5 6 (0.24%) Control-M
5 6 (0.24%) SCOM
6 5 (0.20%) Ansible
7 4 (0.16%) CFEngine
7 4 (0.16%) Kibana
7 4 (0.16%) Oracle Enterprise Manager
8 3 (0.12%) Data Guard
8 3 (0.12%) Oracle RMAN
9 2 (0.079%) Hadoop YARN
9 2 (0.079%) ZABBIX
Vendors
1 552 (21.85%) Oracle
2 342 (13.54%) Microsoft
3 216 (8.55%) Informatica
4 201 (7.96%) SAP
5 103 (4.08%) Salesforce.com
6 100 (3.96%) Tableau
7 77 (3.05%) Netezza
7 77 (3.05%) Teradata
8 66 (2.61%) Talend
9 49 (1.94%) IBM
10 47 (1.86%) Cognos
11 44 (1.74%) Pega
12 34 (1.35%) Hyperion
12 34 (1.35%) Sybase
13 32 (1.27%) CA
14 25 (0.99%) Siebel
15 23 (0.91%) Ab Initio
15 23 (0.91%) Google
15 23 (0.91%) ServiceNow
16 21 (0.83%) MicroStrategy
West Midlands
Spring Technology
Rate: £300.00 per day
Posted: 2 days ago
London
Networking People
Posted: 3 days ago
Luton, Bedfordshire
Montash
Rate: £400 - £401 per day
Posted: 2 days ago
London
Rullion IT Plus
Posted: 3 days ago
Southampton, Hampshire
83Zero
Rate: From £375 to £400 per day
Posted: 4 days ago
Horsham, West Sussex
Clearwater People Solutions
Rate: £350 - £400 Per Day
Posted: 2 days ago
Slough, Berkshire
Coal IT Services
Rate: £450 per day
Posted: 2 days ago
City, London
Pioneer Search
Rate: £500 - £650 per day
Posted: 4 days ago
Croydon
Talent Point
Rate: £500.00 - £525.00 per day + 12 months +
Posted: 5 days ago
London
McGregor Boyall
Rate: £425 - £500 per day
Posted: 2 days ago
London
Orgtel
Rate: £450 - £500 per day + competitive
Posted: 3 days ago
Bracknell, Berkshire
Hydrogen
Rate: £500.00 - £700.00 per day
Posted: 4 days ago
London
Opilio Recruitment
Rate: From £45,000 to £55,000 per annum
Posted: 6 days ago
London
TEKsystems
Rate: £450 - £500 per day
Posted: 3 days ago
London
Burns Sheehan
Rate: £400 - £425 per day
Posted: 5 days ago
London
Oliver Bernard
Rate: £500 - £525 per annum
Posted: 2 days ago
London
Hydrogen
Rate: £500 - £550.00 per annum
Posted: 5 days ago
Runcorn, Cheshire
Laudale
Rate: From £575 to £625 per day
Posted: 4 days ago
London
Cititec Associates Limited
Rate: £80 - £81 per hour
Posted: 7 days ago
Croydon
Talent Point
Rate: £550.00 - £600.00 per day + 12 months +
Posted: 5 days ago
Oxfordshire
Understanding Recruitment
Rate: £450.00 - £575.00 per day
Posted: 5 days ago
Birmingham, West Midlands (County)
Square One Resources
Rate: From £500 to £600 per day
Posted: 4 days ago
Oxford, Oxfordshire
IntaPeople
Rate: £475 - £575 per day
Posted: 5 days ago
London
Marcus Donald People
Rate: £350 - £450 per day
Posted: 6 days ago
London
Hydrogen
Rate: £400.00 - £450.00 per day
Posted: 6 days ago
London
Mercator IT Solutions
Rate: £Market
Posted: 5 days ago
London
Staffworx Ltd
Rate: excellent rates
Posted: 3 days ago
London
Rullion IT Plus
Posted: 4 days ago
London
TEKsystems
Rate: £600 - £800 per day
Posted: 5 days ago
London
Lawrence Harvey
Rate: £500 - £600 per day
Posted: 6 days ago