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 September 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 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 82 93 69
Rank change year-on-year
+11 -24
Contract jobs citing Data Modelling 697 580 746
As % of all contract IT jobs located in London 3.05% 2.48% 3.03%
As % of the Processes & Methodologies category 3.55% 2.98% 3.73%
Number of daily rates quoted 508 408 480
Median daily rate £475 £500 £500
Median daily rate % change year-on-year
-5.00% -
90% offered a daily rate of more than £352 £338 £360
10% offered a daily rate of more than £620 £650 £650
UK excluding London median daily rate £420 £450 £413
% change year-on-year
-6.66% +9.09%
Number of hourly rates quoted 1 1 3
Median hourly rate £80.50 £45.00 £21.62
Median hourly rate % change year-on-year
+78.88% +108.14%
UK excluding London median hourly rate £39.00 £33.00 £30.00
% change year-on-year
+18.18% +10.00%
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
19628 19494 19992
As % of all contract IT jobs located in London 85.99% 83.33% 81.22%
Number of daily rates quoted 14059 13991 14192
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 £608 £625 £600
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 201 218 253
Median hourly rate £24.72 £22.00 £21.62
Median hourly rate % change year-on-year
+12.36% +1.75%
90% offered a hourly rate of more than £12.50 £13.14 £13.46
10% offered a hourly rate of more than £54.35 £53.74 £53.50
UK excluding London median hourly rate £32.66 £34.00 £26.00
% change year-on-year
-3.95% +30.76%

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 September 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
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 September 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 +16 126 £450 -10.89% 15
Canary Wharf +4 10 £475 -9.52%
Brentford +13 9 £450 -5.26%
Croydon -7 9 £550 +57.14%
Docklands, London +14 6 £550 -20.00%
Teddington - 4 £413 -
Uxbridge -3 1 - - 1
Hillingdon - 1 £375 -
Ilford - 1 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 29 September 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.

1 505 (37.27%) SQL
2 387 (28.56%) Finance
3 352 (25.98%) Agile Software Development
4 339 (25.02%) Data Warehouse
5 330 (24.35%) Business Intelligence
6 288 (21.25%) ETL
7 252 (18.60%) Oracle
8 238 (17.56%) Data Management
9 218 (16.09%) Java
10 214 (15.79%) Data Architecture
11 202 (14.91%) Data Quality
12 194 (14.32%) SQL Server
12 194 (14.32%) Banking
13 193 (14.24%) Data Analysis
14 178 (13.14%) Analytics
15 161 (11.88%) Big Data
16 157 (11.59%) Analytical Skills
17 148 (10.92%) Microsoft
18 146 (10.77%) Degree
19 145 (10.70%) XML
20 136 (10.04%) Logical Data Model
21 121 (8.93%) Hadoop
22 119 (8.78%) UML
23 115 (8.49%) Web Services
24 113 (8.34%) Migration
25 112 (8.27%) Relational Database
26 110 (8.12%) SOA
27 109 (8.04%) Stakeholder Management
28 107 (7.90%) Master Data Management
29 106 (7.82%) SDLC

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 64 (4.72%) Apache Spark
2 49 (3.62%) SAS
3 46 (3.39%) Confluence
4 23 (1.70%) SharePoint
5 20 (1.48%) Apache Pig
5 20 (1.48%) WebSphere
6 12 (0.89%) Elasticsearch
7 11 (0.81%) Apache
7 11 (0.81%) CMS
8 9 (0.66%) Oracle Service Bus
8 9 (0.66%) WebLogic
9 8 (0.59%) Oracle Workflow
10 6 (0.44%) BizTalk Server
10 6 (0.44%) NetWeaver
11 5 (0.37%) WebSphere Application Server
12 4 (0.30%) JBoss
12 4 (0.30%) Tomcat
13 3 (0.22%) ArcGIS
13 3 (0.22%) Oracle HTTP Server
13 3 (0.22%) Oracle Spatial
Applications
1 82 (6.05%) MS Excel
2 28 (2.07%) MS Office
3 27 (1.99%) MS Visio
4 26 (1.92%) MS PowerPoint
5 21 (1.55%) MS Project
6 13 (0.96%) SPSS
7 12 (0.89%) Spreadsheet
8 6 (0.44%) Stata
9 2 (0.15%) Mathematica
9 2 (0.15%) OmniGraffle
10 1 (0.074%) LaTeX
Business Applications
1 51 (3.76%) Oracle EBS
2 32 (2.36%) Eloqua
3 14 (1.03%) Dynamics CRM
4 12 (0.89%) Cognos TM1
4 12 (0.89%) Salesforce.com CRM
5 11 (0.81%) Radian6
6 9 (0.66%) Social Studio
7 8 (0.59%) Oracle Retail
8 7 (0.52%) Oracle EBS R12
9 6 (0.44%) Oracle CRM
9 6 (0.44%) SAP MDM
10 5 (0.37%) Markit EDM
10 5 (0.37%) Remedy ITSM
10 5 (0.37%) SAP Oil and Gas
11 4 (0.30%) Oracle Applications
11 4 (0.30%) SAP HR
12 3 (0.22%) Cognos Controller
12 3 (0.22%) Endur
12 3 (0.22%) Oracle ERP
12 3 (0.22%) Teamcenter
Cloud Services
1 47 (3.47%) Amazon AWS
2 27 (1.99%) Microsoft Azure
3 13 (0.96%) SaaS
4 11 (0.81%) Google Cloud Platform
5 9 (0.66%) GitHub
5 9 (0.66%) Oracle CX
6 7 (0.52%) PaaS
7 6 (0.44%) Force.com
7 6 (0.44%) SuccessFactors
8 5 (0.37%) IaaS
9 4 (0.30%) Amazon EC2
10 3 (0.22%) Amazon Kinesis
10 3 (0.22%) Google Analytics
10 3 (0.22%) Google Apps
10 3 (0.22%) Heroku
10 3 (0.22%) IBM Cloud
10 3 (0.22%) iPaaS
10 3 (0.22%) OpenShift
10 3 (0.22%) Responsys
11 2 (0.15%) AdWords
Communications & Networking
1 27 (1.99%) HTTP
2 16 (1.18%) Firewall
3 13 (0.96%) Internet
4 10 (0.74%) CTI
4 10 (0.74%) LDAP
5 9 (0.66%) TCP/IP
6 6 (0.44%) FTP
7 5 (0.37%) Network Security
8 3 (0.22%) PuTTY
8 3 (0.22%) VPN
9 2 (0.15%) BGP
9 2 (0.15%) EIGRP
9 2 (0.15%) IPsec
9 2 (0.15%) IPv6
9 2 (0.15%) LAN
9 2 (0.15%) OSPF
9 2 (0.15%) SSH
9 2 (0.15%) WAN
10 1 (0.074%) Broadband
10 1 (0.074%) Wireless
Database & Business Intelligence
1 339 (25.02%) Data Warehouse
2 194 (14.32%) SQL Server
3 161 (11.88%) Big Data
4 121 (8.93%) Hadoop
5 112 (8.27%) Relational Database
6 97 (7.16%) SQL Server Integration Services
7 94 (6.94%) NoSQL
8 71 (5.24%) SQL Server Reporting Services
9 61 (4.50%) Oracle Database
10 58 (4.28%) SQL Server Analysis Services
11 56 (4.13%) QlikView
12 47 (3.47%) MySQL
13 41 (3.03%) Data Mining
14 39 (2.88%) Apache Hive
15 38 (2.80%) BusinessObjects
16 36 (2.66%) SQL Server 2008
17 35 (2.58%) MongoDB
18 34 (2.51%) DB2
19 32 (2.36%) HBase
20 31 (2.29%) PostgreSQL
Development Applications
1 68 (5.02%) JIRA
2 44 (3.25%) ERwin
3 36 (2.66%) Git (software)
4 31 (2.29%) Talend Open Studio
5 27 (1.99%) Visual Studio
6 25 (1.85%) Subversion
7 22 (1.62%) Team Foundation Server
8 16 (1.18%) Eclipse
9 12 (0.89%) Bitbucket
10 11 (0.81%) JUnit
10 11 (0.81%) PowerDesigner
11 9 (0.66%) VSS/SourceSafe
12 8 (0.59%) Maven
13 7 (0.52%) Jenkins
13 7 (0.52%) Oracle APEX
14 6 (0.44%) Artifactory
14 6 (0.44%) Cucumber
14 6 (0.44%) Gradle
14 6 (0.44%) Oracle Forms
14 6 (0.44%) Vagrant
General
1 387 (28.56%) Finance
2 194 (14.32%) Banking
3 85 (6.27%) Retail
4 84 (6.20%) Marketing
5 79 (5.83%) Investment Banking
6 27 (1.99%) Publishing
7 24 (1.77%) Legal
8 21 (1.55%) Front Office
9 19 (1.40%) Advertising
9 19 (1.40%) Financial Institution
10 18 (1.33%) Law
11 17 (1.25%) Back Office
12 16 (1.18%) Telecoms
13 12 (0.89%) Retail Banking
14 6 (0.44%) Pharmaceutical
15 5 (0.37%) Corporate Banking
16 2 (0.15%) Electronics
16 2 (0.15%) International Banking
16 2 (0.15%) Local Government
17 1 (0.074%) Manufacturing
Job Titles
1 399 (29.45%) Architect
2 328 (24.21%) Analyst
3 326 (24.06%) Developer
4 208 (15.35%) Data Architect
5 144 (10.63%) Business Analyst
6 133 (9.82%) Data Analyst
7 72 (5.31%) Consultant
8 64 (4.72%) Solutions Architect
9 60 (4.43%) Technical Architect
10 54 (3.99%) Data Modeller
11 49 (3.62%) SQL Developer
12 37 (2.73%) Agile Developer
12 37 (2.73%) Senior Developer
13 36 (2.66%) Enterprise Architect
13 36 (2.66%) SQL Analyst
14 35 (2.58%) Java Developer
15 34 (2.51%) Business Intelligence Developer
15 34 (2.51%) Oracle Developer
16 32 (2.36%) Big Data Architect
16 32 (2.36%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 145 (10.70%) XML
2 115 (8.49%) Web Services
3 106 (7.82%) .NET
4 91 (6.72%) REST
5 67 (4.94%) HTML
6 57 (4.21%) JSON
7 54 (3.99%) RESTful
8 45 (3.32%) SOAP
9 36 (2.66%) CSS
10 34 (2.51%) ASP.NET
11 33 (2.44%) .NET Framework
12 31 (2.29%) J2EE
13 28 (2.07%) Spring
14 27 (1.99%) Middleware
15 22 (1.62%) Kafka
16 21 (1.55%) AngularJS
17 20 (1.48%) HTML5
17 20 (1.48%) Regular Expression
17 20 (1.48%) XSLT
18 19 (1.40%) XSD
Miscellaneous
1 157 (11.59%) Analytical Skills
2 102 (7.53%) Data Integration
3 88 (6.49%) Management Information System
4 86 (6.35%) Data Structures
5 58 (4.28%) Computer Science
6 53 (3.91%) Visualisation
7 49 (3.62%) Reference Data
8 44 (3.25%) Algorithms
9 33 (2.44%) Statistics
10 28 (2.07%) Equities
10 28 (2.07%) Fixed Income
11 20 (1.48%) Credit Risk
12 19 (1.40%) Mobile App
12 19 (1.40%) User Experience
13 16 (1.18%) Market Risk
14 14 (1.03%) Data Centre
14 14 (1.03%) Foreign Exchange (FX)
14 14 (1.03%) Mathematics
14 14 (1.03%) Replication
15 13 (0.96%) Virtual Team
Operating Systems
1 51 (3.76%) Unix
1 51 (3.76%) Windows
2 49 (3.62%) Linux
3 7 (0.52%) Windows Server
4 5 (0.37%) CentOS
4 5 (0.37%) Red Hat Enterprise Linux
5 3 (0.22%) Apple iOS
5 3 (0.22%) Ubuntu
6 2 (0.15%) Android
6 2 (0.15%) Debian
6 2 (0.15%) Windows 2000
6 2 (0.15%) Windows 8
6 2 (0.15%) Windows Server 2003
6 2 (0.15%) Windows Server 2008
6 2 (0.15%) Windows Server 2012
6 2 (0.15%) Windows Vista
6 2 (0.15%) Windows XP
7 1 (0.074%) Mac OS X
7 1 (0.074%) Solaris
Processes & Methodologies
1 352 (25.98%) Agile Software Development
2 330 (24.35%) Business Intelligence
3 288 (21.25%) ETL
4 238 (17.56%) Data Management
5 214 (15.79%) Data Architecture
6 193 (14.24%) Data Analysis
7 178 (13.14%) Analytics
8 136 (10.04%) Logical Data Model
9 119 (8.78%) UML
10 113 (8.34%) Migration
11 110 (8.12%) SOA
12 109 (8.04%) Stakeholder Management
13 107 (7.90%) Master Data Management
14 106 (7.82%) SDLC
15 94 (6.94%) Project Management
16 93 (6.86%) Waterfall
17 91 (6.72%) Physical Data Model
18 89 (6.57%) Enterprise Architecture
19 88 (6.49%) Use Case
20 87 (6.42%) Data Governance
Programming Languages
1 505 (37.27%) SQL
2 218 (16.09%) Java
3 95 (7.01%) JavaScript
4 82 (6.05%) C#
5 76 (5.61%) Python
6 66 (4.87%) PL/SQL
7 58 (4.28%) Scala
8 51 (3.76%) T-SQL
9 40 (2.95%) VBA
10 38 (2.80%) R
11 37 (2.73%) C++
12 36 (2.66%) Perl
13 32 (2.36%) Shell Script
14 30 (2.21%) PHP
15 23 (1.70%) Ruby
16 20 (1.48%) C
17 17 (1.25%) Bash Shell
18 14 (1.03%) Apex Code
19 12 (0.89%) ABAP
20 11 (0.81%) VB
Qualifications
1 146 (10.77%) Degree
2 80 (5.90%) Security Cleared
3 59 (4.35%) SC Cleared
4 13 (0.96%) ISEB
5 11 (0.81%) DV Cleared
6 10 (0.74%) PhD
7 9 (0.66%) BPSS Clearance
7 9 (0.66%) PRINCE2 Practitioner
8 7 (0.52%) ISTQB
9 6 (0.44%) PMP
10 5 (0.37%) BC Cleared
11 4 (0.30%) ITIL Certification
12 3 (0.22%) CBAP
12 3 (0.22%) IIBA
12 3 (0.22%) MBA
13 2 (0.15%) CAPM
13 2 (0.15%) CCNA
13 2 (0.15%) CFA
13 2 (0.15%) OCPJP
13 2 (0.15%) PMI Certification
Quality Assurance & Compliance
1 202 (14.91%) Data Quality
2 58 (4.28%) QA
3 16 (1.18%) Solvency II
4 15 (1.11%) ISO20022
5 13 (0.96%) MiFID
6 8 (0.59%) Disclosure Scotland
7 7 (0.52%) GCP
7 7 (0.52%) SLA
8 5 (0.37%) Sarbanes-Oxley
8 5 (0.37%) SAS 70
9 4 (0.30%) Basel III
9 4 (0.30%) FATCA
10 3 (0.22%) COREP
10 3 (0.22%) Dodd-Frank
11 2 (0.15%) Basel II
11 2 (0.15%) Dublin Core
11 2 (0.15%) ISO/IEC 27001
11 2 (0.15%) PCI DSS
12 1 (0.074%) COBIT
12 1 (0.074%) EMIR
System Software
1 18 (1.33%) Docker
2 13 (0.96%) Apache Flume
3 10 (0.74%) HDFS
4 8 (0.59%) Oracle RAC
5 3 (0.22%) VMware Infrastructure
5 3 (0.22%) VMware Workstation
6 2 (0.15%) Active Directory
6 2 (0.15%) Btrfs
6 2 (0.15%) iptables
6 2 (0.15%) Postfix
6 2 (0.15%) Samba
6 2 (0.15%) XenServer
7 1 (0.074%) Apache ZooKeeper
7 1 (0.074%) etcd
7 1 (0.074%) flannel
7 1 (0.074%) Hyper-V
7 1 (0.074%) Oracle Clusterware
7 1 (0.074%) Tivoli Workload Scheduler
7 1 (0.074%) Virtual Machines
7 1 (0.074%) Xen
Systems Management
1 16 (1.18%) Puppet
2 12 (0.89%) Kubernetes
3 9 (0.66%) Nagios
3 9 (0.66%) Rsyslog
4 8 (0.59%) DBAmp
5 7 (0.52%) HP SiteScope
5 7 (0.52%) SCCM
6 6 (0.44%) Ambari
6 6 (0.44%) HP Quality Center
6 6 (0.44%) Opscode Chef
7 5 (0.37%) Control-M
7 5 (0.37%) Oracle Enterprise Manager
8 4 (0.30%) Ansible
8 4 (0.30%) SCOM
9 3 (0.22%) Hadoop YARN
9 3 (0.22%) Oracle RMAN
10 2 (0.15%) Data Guard
10 2 (0.15%) Grafana
10 2 (0.15%) logstash
10 2 (0.15%) ZABBIX
Vendors
1 252 (18.60%) Oracle
2 148 (10.92%) Microsoft
3 89 (6.57%) Salesforce.com
4 86 (6.35%) Informatica
5 68 (5.02%) SAP
6 64 (4.72%) Netezza
7 57 (4.21%) Teradata
8 45 (3.32%) Tableau
9 44 (3.25%) Cognos
10 35 (2.58%) Sybase
11 31 (2.29%) Talend
12 24 (1.77%) Splunk
13 23 (1.70%) Hyperion
13 23 (1.70%) IBM
14 22 (1.62%) Atlassian
15 16 (1.18%) GoldenSource
16 13 (0.96%) Google
16 13 (0.96%) Hortonworks
17 12 (0.89%) Apigee
17 12 (0.89%) Salesforce Marketing Cloud
City, London
Venturi
Rate: £300 - £400 per day
Posted: 5 hours ago
London
Nigel Frank International Ltd
Posted: 23 hours ago
London
Oliver Bernard
Rate: £500 - £550 per day
Posted: 2 days ago
City, London
Hays Finance Technology
Rate: £550.00 - £600.00 per day
Posted: Yesterday
London
Hays London City Cheapside
Rate: £550.00 - £600.00 per day
Posted: Yesterday
London
McGregor Boyall
Rate: £600 - £650 per annum
Posted: 2 days ago
City, London
TEKsystems
Rate: £550 - £600 per day
Posted: 3 days ago
City of Westminster
Hays Specialist Recruitment Ltd
Rate: £400.00 - £450.00 per day
Posted: 2 days ago
City of Westminster
Hays Specialist Recruitment Ltd
Rate: £400.00 - £450.00 per day
Posted: 2 days ago
South West London
Ebury
Rate: £400.00 - £450.00 per day
Posted: 2 days ago
City, London
Twenty Recruitment Group
Rate: £650 - £750 per day
Posted: 3 days ago
London
Ebury
Rate: £400.00 - £423.00 per day
Posted: 3 days ago
London
Hydrogen Group
Rate: £500.00 - £600.00 per day
Posted: 6 days ago
London
First Point
Rate: £550.00 - £650.00 per day
Posted: 6 days ago
London
First Point
Rate: £600.00 - £650.00 per day
Posted: 6 days ago
London
Revolution Technology
Rate: £380 per day
Posted: 17 days ago
London
One Fine Stay
Posted: 22 days ago