The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the London 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 83 81 71
Rank change year-on-year
-2 -10
Contract jobs citing Data Modelling 693 598 716
As % of all contract IT jobs located in London 3.00% 2.57% 2.95%
As % of the Processes & Methodologies category 3.50% 3.12% 3.62%
Number of daily rates quoted 503 423 437
Median daily rate £500 £495 £500
Median daily rate % change year-on-year
+1.01% -1.00%
90% offered a daily rate of more than £350 £329 £350
10% offered a daily rate of more than £648 £650 £632
UK excluding London median daily rate £420 £440 £413
% change year-on-year
-4.54% +6.66%
Number of hourly rates quoted 2 1 3
Median hourly rate £90.25 £45.00 £21.62
Median hourly rate % change year-on-year
+100.55% +108.14%
UK excluding London median hourly rate £40.00 £45.00 £17.50
% change year-on-year
-11.11% +157.14%
Data Modelling
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the London region.

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
19782 19164 19773
As % of all contract IT jobs located in London 85.77% 82.40% 81.56%
Number of daily rates quoted 14190 13656 13744
Median daily rate £475 £450 £450
Median daily rate % change year-on-year
+5.55% -
90% offered a daily rate of more than £325 £313 £300
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 177 216 235
Median hourly rate £23.50 £22.00 £21.50
Median hourly rate % change year-on-year
+6.81% +2.32%
90% offered a hourly rate of more than £12.50 £13.19 £13.50
10% offered a hourly rate of more than £55.00 £52.50 £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 London

The demand trend of contract jobs across the London 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 London

Data Modelling
Daily Rate Trend in London

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

Data Modelling Daily Rate Trend in London

Data Modelling
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the London region over the 3 months to 29 August 2016.

Data Modelling Daily Rate Histogram in London

Data Modelling
Hourly Rate Trend in London

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

Data Modelling Hourly Rate Trend in London

Data Modelling
Hourly Rate Histogram in London

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Modelling across the London region over the 3 months to 29 August 2016.

Data Modelling Hourly Rate Histogram in London

Data Modelling
Contract Job Locations in London

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 London 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
City of London +3 106 £473 -2.57% 19
Canary Wharf +3 9 £475 -5.00%
Croydon -3 9 £500 +30.29% 2
Brentford +4 6 £450 +4.65%
Docklands, London +11 4 £508 -5.58%
Teddington - 4 £413 -
Hammersmith +1 1 - -
Uxbridge -4 1 - - 2
Hillingdon - 1 £375 -
Ilford - 1 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

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 London region with a requirement for Data Modelling.

1 499 (38.06%) SQL
2 378 (28.83%) Finance
3 332 (25.32%) Agile Software Development
4 322 (24.56%) Business Intelligence
5 317 (24.18%) Data Warehouse
6 278 (21.21%) ETL
7 253 (19.30%) Oracle
8 228 (17.39%) Java
9 217 (16.55%) Data Management
10 203 (15.48%) Data Architecture
10 203 (15.48%) Data Quality
11 191 (14.57%) SQL Server
12 185 (14.11%) Data Analysis
13 177 (13.50%) Analytics
14 170 (12.97%) Analytical Skills
14 170 (12.97%) Banking
15 160 (12.20%) Microsoft
16 141 (10.76%) Logical Data Model
17 140 (10.68%) Big Data
18 134 (10.22%) XML
19 129 (9.84%) Degree
20 118 (9.00%) UML
21 117 (8.92%) Migration
22 113 (8.62%) Hadoop
23 111 (8.47%) Relational Database
24 108 (8.24%) Master Data Management
25 103 (7.86%) Web Services
26 99 (7.55%) SDLC
27 98 (7.48%) Stakeholder Management
28 97 (7.40%) SOA

Data Modelling
Top Related IT Skills in London 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 61 (4.65%) Apache Spark
2 48 (3.66%) SAS
3 25 (1.91%) Apache Pig
3 25 (1.91%) WebSphere
4 24 (1.83%) Confluence
5 19 (1.45%) SharePoint
6 17 (1.30%) WebLogic
7 11 (0.84%) Apache
8 9 (0.69%) Oracle Service Bus
9 8 (0.61%) CMS
10 7 (0.53%) Elasticsearch
10 7 (0.53%) WebSphere Application Server
11 6 (0.46%) NetWeaver
12 5 (0.38%) BizTalk Server
12 5 (0.38%) Oracle Workflow
13 4 (0.31%) Apache Solr
13 4 (0.31%) JBoss
14 3 (0.23%) Adobe Experience Manager
14 3 (0.23%) Moodle
14 3 (0.23%) Oracle SOA Suite
Applications
1 82 (6.25%) MS Excel
2 25 (1.91%) MS Visio
3 24 (1.83%) MS Office
3 24 (1.83%) MS PowerPoint
4 23 (1.75%) MS Project
5 14 (1.07%) SPSS
6 10 (0.76%) Stata
7 9 (0.69%) Spreadsheet
8 3 (0.23%) Mathematica
9 2 (0.15%) OmniGraffle
10 1 (0.076%) LaTeX
Business Applications
1 46 (3.51%) Oracle EBS
2 32 (2.44%) Eloqua
3 13 (0.99%) Dynamics CRM
4 12 (0.92%) Salesforce.com CRM
5 11 (0.84%) Radian6
6 9 (0.69%) Social Studio
7 8 (0.61%) Oracle Retail
8 7 (0.53%) Oracle EBS R12
9 6 (0.46%) Cognos TM1
9 6 (0.46%) Oracle CRM
9 6 (0.46%) Remedy ITSM
9 6 (0.46%) SAP MDM
9 6 (0.46%) SAP Oil and Gas
10 4 (0.31%) Markit EDM
10 4 (0.31%) Oracle Applications
10 4 (0.31%) SAP HR
11 3 (0.23%) Endur
11 3 (0.23%) Oracle ERP
11 3 (0.23%) SAP hybris
11 3 (0.23%) Teamcenter
Cloud Services
1 42 (3.20%) Amazon AWS
2 26 (1.98%) Microsoft Azure
3 11 (0.84%) Google Cloud Platform
4 10 (0.76%) SaaS
5 9 (0.69%) GitHub
5 9 (0.69%) Oracle CX
6 7 (0.53%) PaaS
7 6 (0.46%) Force.com
8 5 (0.38%) IaaS
8 5 (0.38%) SuccessFactors
9 3 (0.23%) Amazon EC2
9 3 (0.23%) Google Analytics
9 3 (0.23%) Google Apps
9 3 (0.23%) Heroku
9 3 (0.23%) iPaaS
9 3 (0.23%) OpenShift
9 3 (0.23%) Responsys
10 2 (0.15%) AWS Lambda
10 2 (0.15%) Boomi
10 2 (0.15%) Veeva
Communications & Networking
1 24 (1.83%) HTTP
2 12 (0.92%) Internet
3 10 (0.76%) CTI
4 6 (0.46%) FTP
4 6 (0.46%) LDAP
5 4 (0.31%) Firewall
5 4 (0.31%) Network Security
6 3 (0.23%) VPN
7 2 (0.15%) BGP
7 2 (0.15%) EIGRP
7 2 (0.15%) IPsec
7 2 (0.15%) IPv6
7 2 (0.15%) LAN
7 2 (0.15%) OSPF
7 2 (0.15%) PuTTY
7 2 (0.15%) SSH
7 2 (0.15%) WAN
8 1 (0.076%) DNS
8 1 (0.076%) HTTPS
8 1 (0.076%) Wireless
Database & Business Intelligence
1 317 (24.18%) Data Warehouse
2 191 (14.57%) SQL Server
3 140 (10.68%) Big Data
4 113 (8.62%) Hadoop
5 111 (8.47%) Relational Database
6 97 (7.40%) SQL Server Integration Services
7 76 (5.80%) NoSQL
8 72 (5.49%) Oracle Database
8 72 (5.49%) SQL Server Reporting Services
9 60 (4.58%) QlikView
10 57 (4.35%) MySQL
11 55 (4.20%) SQL Server Analysis Services
12 40 (3.05%) Apache Hive
12 40 (3.05%) Data Mining
13 39 (2.97%) DB2
14 35 (2.67%) SQL Server 2008
15 34 (2.59%) MongoDB
15 34 (2.59%) PostgreSQL
16 31 (2.36%) BusinessObjects
16 31 (2.36%) HBase
Development Applications
1 37 (2.82%) JIRA
2 35 (2.67%) Git (software)
3 33 (2.52%) ERwin
4 32 (2.44%) Talend Open Studio
5 25 (1.91%) Visual Studio
6 24 (1.83%) Subversion
7 15 (1.14%) Eclipse
7 15 (1.14%) Team Foundation Server
8 12 (0.92%) Bitbucket
8 12 (0.92%) JUnit
8 12 (0.92%) PowerDesigner
9 9 (0.69%) VSS/SourceSafe
10 7 (0.53%) Jenkins
10 7 (0.53%) Maven
10 7 (0.53%) Oracle APEX
11 6 (0.46%) Artifactory
11 6 (0.46%) Cucumber
11 6 (0.46%) Gradle
11 6 (0.46%) Oracle Forms
11 6 (0.46%) Vagrant
General
1 378 (28.83%) Finance
2 170 (12.97%) Banking
3 88 (6.71%) Marketing
4 78 (5.95%) Retail
5 72 (5.49%) Investment Banking
6 26 (1.98%) Front Office
7 25 (1.91%) Legal
8 22 (1.68%) Publishing
9 19 (1.45%) Telecoms
10 18 (1.37%) Advertising
10 18 (1.37%) Financial Institution
11 17 (1.30%) Back Office
12 13 (0.99%) Law
13 9 (0.69%) Retail Banking
14 7 (0.53%) Pharmaceutical
15 4 (0.31%) Corporate Banking
15 4 (0.31%) Electronics
16 3 (0.23%) Manufacturing
17 2 (0.15%) Games
17 2 (0.15%) International Banking
Job Titles
1 376 (28.68%) Architect
2 333 (25.40%) Developer
3 304 (23.19%) Analyst
4 192 (14.65%) Data Architect
5 132 (10.07%) Business Analyst
6 124 (9.46%) Data Analyst
7 72 (5.49%) Consultant
8 66 (5.03%) SQL Developer
9 64 (4.88%) Data Modeller
10 62 (4.73%) Technical Architect
11 60 (4.58%) Solutions Architect
12 46 (3.51%) Senior Developer
13 45 (3.43%) Java Developer
14 40 (3.05%) Business Intelligence Developer
14 40 (3.05%) Enterprise Architect
15 37 (2.82%) Agile Developer
16 36 (2.75%) Oracle Developer
17 34 (2.59%) SQL Analyst
18 33 (2.52%) Enterprise Data Architect
19 30 (2.29%) ETL Developer
Libraries, Frameworks & Software Standards
1 134 (10.22%) XML
2 103 (7.86%) Web Services
3 82 (6.25%) .NET
4 73 (5.57%) REST
5 56 (4.27%) HTML
6 47 (3.59%) RESTful
7 46 (3.51%) SOAP
8 44 (3.36%) JSON
9 39 (2.97%) CSS
10 35 (2.67%) .NET Framework
11 30 (2.29%) Middleware
12 24 (1.83%) Spring
12 24 (1.83%) XSD
13 21 (1.60%) Kafka
13 21 (1.60%) OAuth
14 20 (1.53%) HTML5
14 20 (1.53%) XSLT
15 19 (1.45%) JSP
16 18 (1.37%) AngularJS
17 17 (1.30%) D3.js
Miscellaneous
1 170 (12.97%) Analytical Skills
2 95 (7.25%) Data Integration
3 81 (6.18%) Management Information System
4 79 (6.03%) Data Structures
5 54 (4.12%) Reference Data
6 47 (3.59%) Computer Science
7 45 (3.43%) Algorithms
8 44 (3.36%) Visualisation
9 31 (2.36%) Fixed Income
10 30 (2.29%) Equities
11 23 (1.75%) Market Risk
12 22 (1.68%) Credit Risk
13 20 (1.53%) User Experience
14 18 (1.37%) Mobile App
15 16 (1.22%) Data Conversion
15 16 (1.22%) Enterprise Software
15 16 (1.22%) Statistics
16 15 (1.14%) Mathematics
16 15 (1.14%) Video on Demand
17 14 (1.07%) Virtual Team
Operating Systems
1 48 (3.66%) Unix
2 38 (2.90%) Linux
3 36 (2.75%) Windows
4 8 (0.61%) Windows Server
5 5 (0.38%) CentOS
5 5 (0.38%) Red Hat Enterprise Linux
6 3 (0.23%) Apple iOS
6 3 (0.23%) Ubuntu
7 2 (0.15%) Android
7 2 (0.15%) Debian
7 2 (0.15%) Windows 2000
7 2 (0.15%) Windows 8
7 2 (0.15%) Windows Server 2003
7 2 (0.15%) Windows Server 2008
7 2 (0.15%) Windows Server 2012
7 2 (0.15%) Windows Vista
7 2 (0.15%) Windows XP
8 1 (0.076%) Mac OS X
8 1 (0.076%) Solaris
Processes & Methodologies
1 332 (25.32%) Agile Software Development
2 322 (24.56%) Business Intelligence
3 278 (21.21%) ETL
4 217 (16.55%) Data Management
5 203 (15.48%) Data Architecture
6 185 (14.11%) Data Analysis
7 177 (13.50%) Analytics
8 141 (10.76%) Logical Data Model
9 118 (9.00%) UML
10 117 (8.92%) Migration
11 108 (8.24%) Master Data Management
12 99 (7.55%) SDLC
13 98 (7.48%) Stakeholder Management
14 97 (7.40%) SOA
15 90 (6.86%) Physical Data Model
15 90 (6.86%) Use Case
16 88 (6.71%) Project Management
17 85 (6.48%) Data Governance
18 84 (6.41%) Enterprise Architecture
19 82 (6.25%) Data Migration
Programming Languages
1 499 (38.06%) SQL
2 228 (17.39%) Java
3 78 (5.95%) JavaScript
4 68 (5.19%) C#
5 66 (5.03%) PL/SQL
6 54 (4.12%) Python
7 49 (3.74%) Scala
7 49 (3.74%) T-SQL
8 41 (3.13%) VBA
9 40 (3.05%) R
10 37 (2.82%) C++
10 37 (2.82%) PHP
11 35 (2.67%) Shell Script
12 28 (2.14%) Perl
13 27 (2.06%) Ruby
14 19 (1.45%) C
15 15 (1.14%) Apex Code
16 14 (1.07%) MATLAB
17 11 (0.84%) VB
18 10 (0.76%) ABAP
Qualifications
1 129 (9.84%) Degree
2 80 (6.10%) Security Cleared
3 56 (4.27%) SC Cleared
4 12 (0.92%) DV Cleared
5 11 (0.84%) PhD
6 10 (0.76%) PRINCE2 Practitioner
7 9 (0.69%) BPSS Clearance
8 7 (0.53%) ISEB
8 7 (0.53%) PMP
9 5 (0.38%) BC Cleared
10 4 (0.31%) ITIL Certification
11 3 (0.23%) ACCA
11 3 (0.23%) CIMA
11 3 (0.23%) PMI Certification
12 2 (0.15%) CAPM
12 2 (0.15%) CCNA
12 2 (0.15%) Cisco Certification
12 2 (0.15%) ITIL Foundation Certificate
12 2 (0.15%) MBA
12 2 (0.15%) OCPJP
Quality Assurance & Compliance
1 203 (15.48%) Data Quality
2 57 (4.35%) QA
3 16 (1.22%) Solvency II
4 12 (0.92%) ISO20022
5 9 (0.69%) Disclosure Scotland
6 8 (0.61%) SLA
7 7 (0.53%) GCP
7 7 (0.53%) MiFID
8 5 (0.38%) FATCA
8 5 (0.38%) Sarbanes-Oxley
8 5 (0.38%) SAS 70
9 3 (0.23%) COREP
10 2 (0.15%) Basel III
10 2 (0.15%) PCI DSS
11 1 (0.076%) Dodd-Frank
11 1 (0.076%) Dublin Core
11 1 (0.076%) EMIR
11 1 (0.076%) FINREP
System Software
1 15 (1.14%) Docker
2 12 (0.92%) Oracle RAC
3 7 (0.53%) HDFS
4 5 (0.38%) VMware Infrastructure
5 3 (0.23%) Apache Flume
5 3 (0.23%) VMware Workstation
6 2 (0.15%) Active Directory
6 2 (0.15%) Hyper-V
6 2 (0.15%) iptables
6 2 (0.15%) Postfix
6 2 (0.15%) Samba
6 2 (0.15%) Virtual Machines
6 2 (0.15%) XenServer
7 1 (0.076%) Apache ZooKeeper
7 1 (0.076%) Btrfs
7 1 (0.076%) etcd
7 1 (0.076%) flannel
7 1 (0.076%) Oracle Clusterware
7 1 (0.076%) Tivoli Workload Scheduler
7 1 (0.076%) Xen
Systems Management
1 19 (1.45%) Puppet
2 12 (0.92%) Kubernetes
3 9 (0.69%) Opscode Chef
4 8 (0.61%) DBAmp
4 8 (0.61%) HP SiteScope
4 8 (0.61%) Nagios
4 8 (0.61%) SCCM
5 6 (0.46%) Ambari
5 6 (0.46%) Control-M
5 6 (0.46%) HP Quality Center
6 5 (0.38%) Ansible
7 4 (0.31%) CFEngine
7 4 (0.31%) Oracle Enterprise Manager
8 3 (0.23%) Oracle RMAN
9 2 (0.15%) Data Guard
9 2 (0.15%) Hadoop YARN
9 2 (0.15%) ZABBIX
10 1 (0.076%) Microsoft Intune
10 1 (0.076%) Oozie
10 1 (0.076%) Oracle Flashback
Vendors
1 253 (19.30%) Oracle
2 160 (12.20%) Microsoft
3 95 (7.25%) Informatica
4 86 (6.56%) Salesforce.com
5 64 (4.88%) SAP
6 58 (4.42%) Teradata
7 54 (4.12%) Netezza
8 47 (3.59%) Tableau
9 32 (2.44%) Talend
10 30 (2.29%) Cognos
10 30 (2.29%) Sybase
11 23 (1.75%) Hyperion
12 17 (1.30%) IBM
13 15 (1.14%) Splunk
14 14 (1.07%) GoldenSource
14 14 (1.07%) MicroStrategy
14 14 (1.07%) Pega
15 13 (0.99%) Google
16 12 (0.92%) Hortonworks
17 11 (0.84%) Apigee
London
Venturi
Rate: £400 - £500 per annum
Posted: 5 hours ago
London
Networking People
Posted: 4 days ago
London
Rullion IT Plus
Posted: 4 days ago
City, London
Pioneer Search
Rate: £500 - £650 per day
Posted: 5 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: 3 days ago
London
Orgtel
Rate: £450 - £500 per day + competitive
Posted: 3 days ago
London
TEKsystems
Rate: £450 - £500 per day
Posted: 4 days ago
London
Burns Sheehan
Rate: £400 - £425 per day
Posted: 5 days ago
London
Oliver Bernard
Rate: £500 - £525 per annum
Posted: 3 days ago
London
Hydrogen
Rate: £500 - £550.00 per annum
Posted: 6 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
London
Marcus Donald People
Rate: £350 - £450 per day
Posted: 6 days ago
London
Mercator IT Solutions
Rate: £Market
Posted: 5 days ago
London
Staffworx Ltd
Rate: excellent rates
Posted: 4 days ago
London
Rullion IT Plus
Posted: 5 days ago
London
TEKsystems
Rate: £600 - £800 per day
Posted: 6 days ago
London
Lawrence Harvey
Rate: £500 - £600 per day
Posted: 6 days ago
London
InfinityQuest
Posted: 12 days ago
London
Edward Carter Solutions
Rate: Excellent
Posted: 16 days ago
London
Spectrum IT
Rate: £400 - £600 per day
Posted: 19 days ago