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 30 July 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
30 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 83 79 80
Rank change year-on-year
-4 +1
Contract jobs citing Data Modelling 667 632 643
As % of all contract IT jobs located in London 3.01% 2.68% 2.72%
As % of the Processes & Methodologies category 3.53% 3.28% 3.34%
Number of daily rates quoted 488 427 406
Median daily rate £500 £475 £500
Median daily rate % change year-on-year
+5.26% -5.00%
90% offered a daily rate of more than £350 £350 £350
10% offered a daily rate of more than £650 £643 £625
UK excluding London median daily rate £420 £425 £413
% change year-on-year
-1.17% +3.03%
Number of hourly rates quoted 1 1 6
Median hourly rate £100.00 £65.00 £21.11
Median hourly rate % change year-on-year
+53.84% +207.98%
UK excluding London median hourly rate £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
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
18896 19267 19243
As % of all contract IT jobs located in London 85.36% 81.83% 81.52%
Number of daily rates quoted 13645 13761 13461
Median daily rate £475 £450 £440
Median daily rate % change year-on-year
+5.55% +2.27%
90% offered a daily rate of more than £325 £305 £300
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 140 228 234
Median hourly rate £25.69 £21.60 £20.50
Median hourly rate % change year-on-year
+18.96% +5.34%
90% offered a hourly rate of more than £12.50 £13.00 £14.00
10% offered a hourly rate of more than £50.25 £70.00 £53.50
UK excluding London median hourly rate £30.00 £30.50 £26.50
% change year-on-year
-1.63% +15.09%

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 30 July 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 30 July 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 -7 80 £473 -2.07% 31
Croydon -3 13 £525 -
Canary Wharf +1 5 £375 -21.05%
Docklands, London +11 4 £508 +6.84%
Hammersmith +2 2 £388 -8.82%
Teddington - 2 £413 - 1
Brentford +1 1 £450 -14.28%
Ilford - 1 - -
Hillingdon - 1 £375 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 30 July 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.

1 526 (40.12%) SQL
2 402 (30.66%) Finance
3 323 (24.64%) Agile Software Development
4 312 (23.80%) Data Warehouse
5 301 (22.96%) Business Intelligence
6 265 (20.21%) ETL
7 255 (19.45%) Oracle
8 234 (17.85%) Java
9 220 (16.78%) SQL Server
10 201 (15.33%) Data Quality
11 199 (15.18%) Data Management
12 195 (14.87%) Banking
13 189 (14.42%) Data Analysis
14 186 (14.19%) Data Architecture
15 175 (13.35%) Microsoft
15 175 (13.35%) Analytics
16 159 (12.13%) Analytical Skills
17 143 (10.91%) Big Data
18 142 (10.83%) XML
19 139 (10.60%) Logical Data Model
20 132 (10.07%) Migration
21 131 (9.99%) UML
22 121 (9.23%) Hadoop
23 113 (8.62%) Degree
24 111 (8.47%) SQL Server Integration Services
25 110 (8.39%) Relational Database
26 105 (8.01%) Master Data Management
27 104 (7.93%) SDLC
27 104 (7.93%) SOA
28 103 (7.86%) Web Services

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 59 (4.50%) Apache Spark
2 48 (3.66%) SAS
3 32 (2.44%) Apache Pig
4 24 (1.83%) Confluence
5 22 (1.68%) WebSphere
6 21 (1.60%) SharePoint
7 15 (1.14%) Apache
7 15 (1.14%) WebLogic
8 8 (0.61%) Oracle Service Bus
9 7 (0.53%) Elasticsearch
9 7 (0.53%) Oracle Coherence
9 7 (0.53%) WebSphere Application Server
10 6 (0.46%) CMS
10 6 (0.46%) NetWeaver
11 5 (0.38%) BizTalk Server
11 5 (0.38%) Oracle HTTP Server
11 5 (0.38%) Oracle Workflow
12 4 (0.31%) Apache Solr
12 4 (0.31%) Drupal
12 4 (0.31%) JBoss
Applications
1 96 (7.32%) MS Excel
2 24 (1.83%) MS Office
3 22 (1.68%) MS Project
4 20 (1.53%) MS PowerPoint
4 20 (1.53%) MS Visio
5 16 (1.22%) SPSS
6 13 (0.99%) Stata
7 9 (0.69%) Spreadsheet
8 3 (0.23%) Mathematica
9 2 (0.15%) OmniGraffle
Business Applications
1 38 (2.90%) Oracle EBS
2 24 (1.83%) Eloqua
3 15 (1.14%) 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
7 8 (0.61%) Remedy ITSM
8 7 (0.53%) Oracle EBS R12
9 6 (0.46%) Oracle Applications
9 6 (0.46%) Oracle CRM
9 6 (0.46%) SAP MDM
10 5 (0.38%) Markit EDM
10 5 (0.38%) SAP Oil and Gas
11 4 (0.31%) SAP HR
12 3 (0.23%) Endur
12 3 (0.23%) SAP FI
12 3 (0.23%) Teamcenter
13 2 (0.15%) Maximo
13 2 (0.15%) Oracle HRMS
Cloud Services
1 37 (2.82%) Amazon AWS
2 23 (1.75%) Microsoft Azure
3 10 (0.76%) GitHub
4 9 (0.69%) SaaS
5 8 (0.61%) Oracle CX
6 7 (0.53%) PaaS
7 6 (0.46%) Force.com
8 5 (0.38%) IaaS
8 5 (0.38%) SuccessFactors
9 4 (0.31%) Google Analytics
9 4 (0.31%) Google Cloud Platform
10 3 (0.23%) AdWords
10 3 (0.23%) Amazon EC2
10 3 (0.23%) Heroku
11 2 (0.15%) AWS Lambda
11 2 (0.15%) Boomi
11 2 (0.15%) iPaaS
11 2 (0.15%) OpenShift
11 2 (0.15%) Responsys
11 2 (0.15%) Veeva
Communications & Networking
1 23 (1.75%) HTTP
2 12 (0.92%) Internet
3 10 (0.76%) CTI
4 6 (0.46%) LDAP
5 5 (0.38%) FTP
6 4 (0.31%) Network Security
7 3 (0.23%) Firewall
7 3 (0.23%) VPN
7 3 (0.23%) WAN
8 2 (0.15%) BGP
8 2 (0.15%) EIGRP
8 2 (0.15%) IPsec
8 2 (0.15%) IPv6
8 2 (0.15%) LAN
8 2 (0.15%) OSPF
8 2 (0.15%) PuTTY
8 2 (0.15%) SSH
9 1 (0.076%) DNS
9 1 (0.076%) HTTPS
9 1 (0.076%) Wireless
Database & Business Intelligence
1 312 (23.80%) Data Warehouse
2 220 (16.78%) SQL Server
3 143 (10.91%) Big Data
4 121 (9.23%) Hadoop
5 111 (8.47%) SQL Server Integration Services
6 110 (8.39%) Relational Database
7 90 (6.86%) NoSQL
8 81 (6.18%) Oracle Database
9 76 (5.80%) SQL Server Reporting Services
10 60 (4.58%) MySQL
10 60 (4.58%) SQL Server Analysis Services
11 58 (4.42%) QlikView
12 48 (3.66%) MongoDB
13 46 (3.51%) Apache Hive
14 45 (3.43%) SQL Server 2012
15 44 (3.36%) DB2
16 43 (3.28%) Data Mining
17 36 (2.75%) RDBMS
18 34 (2.59%) SQL Server 2008
19 33 (2.52%) HBase
Development Applications
1 37 (2.82%) JIRA
2 35 (2.67%) ERwin
3 33 (2.52%) Git (software)
4 28 (2.14%) Talend Open Studio
5 22 (1.68%) Subversion
6 20 (1.53%) Visual Studio
7 16 (1.22%) PowerDesigner
8 12 (0.92%) Bitbucket
8 12 (0.92%) JUnit
9 10 (0.76%) MSTest
9 10 (0.76%) NUnit
10 9 (0.69%) Atlassian Bamboo
10 9 (0.69%) Eclipse
10 9 (0.69%) Team Foundation Server
11 8 (0.61%) Maven
11 8 (0.61%) VSS/SourceSafe
12 7 (0.53%) Oracle APEX
13 6 (0.46%) Cucumber
13 6 (0.46%) Jenkins
13 6 (0.46%) Oracle Forms
General
1 402 (30.66%) Finance
2 195 (14.87%) Banking
3 92 (7.02%) Investment Banking
4 86 (6.56%) Marketing
5 68 (5.19%) Retail
6 33 (2.52%) Front Office
7 20 (1.53%) Publishing
8 19 (1.45%) Advertising
8 19 (1.45%) Back Office
8 19 (1.45%) Legal
8 19 (1.45%) Telecoms
9 15 (1.14%) Financial Institution
10 8 (0.61%) Law
11 7 (0.53%) Retail Banking
12 6 (0.46%) International Banking
12 6 (0.46%) Pharmaceutical
13 4 (0.31%) Corporate Banking
13 4 (0.31%) Electronics
14 3 (0.23%) Manufacturing
15 2 (0.15%) Games
Job Titles
1 361 (27.54%) Developer
2 350 (26.70%) Architect
3 309 (23.57%) Analyst
4 189 (14.42%) Data Architect
5 137 (10.45%) Business Analyst
6 118 (9.00%) Data Analyst
7 84 (6.41%) SQL Developer
8 74 (5.64%) Consultant
9 65 (4.96%) Data Modeller
10 55 (4.20%) Java Developer
11 54 (4.12%) Business Intelligence Developer
12 53 (4.04%) Solutions Architect
12 53 (4.04%) Technical Architect
13 51 (3.89%) Senior Developer
14 41 (3.13%) Enterprise Architect
15 36 (2.75%) Oracle Developer
16 34 (2.59%) Agile Developer
16 34 (2.59%) SQL Analyst
17 32 (2.44%) ETL Developer
18 31 (2.36%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 142 (10.83%) XML
2 103 (7.86%) Web Services
3 87 (6.64%) .NET
4 81 (6.18%) REST
5 60 (4.58%) HTML
6 55 (4.20%) JSON
7 50 (3.81%) RESTful
8 47 (3.59%) SOAP
9 42 (3.20%) .NET Framework
9 42 (3.20%) CSS
10 34 (2.59%) XSD
11 25 (1.91%) Kafka
12 24 (1.83%) Middleware
13 23 (1.75%) XSLT
14 22 (1.68%) Node.js
15 21 (1.60%) OAuth
16 20 (1.53%) HTML5
16 20 (1.53%) Spring
17 19 (1.45%) FpML
18 18 (1.37%) MDX
Miscellaneous
1 159 (12.13%) Analytical Skills
2 99 (7.55%) Data Integration
3 71 (5.42%) Data Structures
3 71 (5.42%) Management Information System
4 58 (4.42%) Reference Data
5 45 (3.43%) Visualisation
6 41 (3.13%) Computer Science
7 40 (3.05%) Fixed Income
8 37 (2.82%) Algorithms
9 35 (2.67%) Equities
10 25 (1.91%) Market Risk
11 21 (1.60%) Credit Risk
12 19 (1.45%) Derivative
13 18 (1.37%) User Experience
14 17 (1.30%) Mobile App
15 16 (1.22%) Data Conversion
15 16 (1.22%) Enterprise Software
15 16 (1.22%) N-Tier
16 15 (1.14%) Foreign Exchange (FX)
16 15 (1.14%) Video on Demand
Operating Systems
1 51 (3.89%) Unix
2 35 (2.67%) Windows
3 32 (2.44%) Linux
4 5 (0.38%) Windows Server
5 4 (0.31%) CentOS
6 3 (0.23%) Apple iOS
6 3 (0.23%) Red Hat Enterprise Linux
6 3 (0.23%) Ubuntu
7 2 (0.15%) Android
7 2 (0.15%) Debian
7 2 (0.15%) Windows Server 2003
8 1 (0.076%) Mac OS X
8 1 (0.076%) Solaris
Processes & Methodologies
1 323 (24.64%) Agile Software Development
2 301 (22.96%) Business Intelligence
3 265 (20.21%) ETL
4 199 (15.18%) Data Management
5 189 (14.42%) Data Analysis
6 186 (14.19%) Data Architecture
7 175 (13.35%) Analytics
8 139 (10.60%) Logical Data Model
9 132 (10.07%) Migration
10 131 (9.99%) UML
11 105 (8.01%) Master Data Management
12 104 (7.93%) SDLC
12 104 (7.93%) SOA
13 93 (7.09%) Stakeholder Management
14 92 (7.02%) Data Migration
15 83 (6.33%) Data Governance
15 83 (6.33%) Physical Data Model
16 82 (6.25%) Project Management
17 81 (6.18%) Business Analysis
18 77 (5.87%) CRM
Programming Languages
1 526 (40.12%) SQL
2 234 (17.85%) Java
3 81 (6.18%) JavaScript
4 75 (5.72%) C#
5 67 (5.11%) PL/SQL
6 65 (4.96%) T-SQL
7 50 (3.81%) Scala
8 47 (3.59%) Python
8 47 (3.59%) VBA
9 39 (2.97%) PHP
10 36 (2.75%) R
11 32 (2.44%) Shell Script
12 31 (2.36%) C++
13 30 (2.29%) Perl
13 30 (2.29%) Ruby
14 16 (1.22%) C
15 14 (1.07%) MATLAB
16 12 (0.92%) VB
17 11 (0.84%) Apex Code
18 9 (0.69%) Groovy
Qualifications
1 113 (8.62%) Degree
2 78 (5.95%) Security Cleared
3 52 (3.97%) SC Cleared
4 14 (1.07%) DV Cleared
5 10 (0.76%) PhD
5 10 (0.76%) PRINCE2 Practitioner
6 9 (0.69%) BPSS Clearance
6 9 (0.69%) ISEB
7 6 (0.46%) ITIL Certification
8 5 (0.38%) BC Cleared
8 5 (0.38%) MCSA
8 5 (0.38%) MCSE
8 5 (0.38%) Microsoft Certification
9 4 (0.31%) PMI Certification
10 3 (0.23%) ACCA
10 3 (0.23%) CIMA
10 3 (0.23%) PMP
11 2 (0.15%) MBA
11 2 (0.15%) OCPJP
11 2 (0.15%) SAP Certification
Quality Assurance & Compliance
1 201 (15.33%) Data Quality
2 60 (4.58%) QA
3 22 (1.68%) Solvency II
4 8 (0.61%) ISO20022
4 8 (0.61%) SLA
5 7 (0.53%) Disclosure Scotland
5 7 (0.53%) GCP
6 5 (0.38%) MiFID
6 5 (0.38%) Sarbanes-Oxley
6 5 (0.38%) SAS 70
7 4 (0.31%) FATCA
8 2 (0.15%) Basel III
8 2 (0.15%) COREP
8 2 (0.15%) Dodd-Frank
8 2 (0.15%) EMIR
9 1 (0.076%) GAAP
9 1 (0.076%) RMADS
System Software
1 13 (0.99%) Docker
2 12 (0.92%) Oracle RAC
3 7 (0.53%) HDFS
4 5 (0.38%) VMware Infrastructure
5 3 (0.23%) Apache Flume
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%) VMware Workstation
6 2 (0.15%) XenServer
7 1 (0.076%) Apache ZooKeeper
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 18 (1.37%) Puppet
2 10 (0.76%) 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 7 (0.53%) Ambari
5 7 (0.53%) Control-M
6 5 (0.38%) Ansible
7 4 (0.31%) CFEngine
7 4 (0.31%) HP Quality Center
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%) Oozie
10 1 (0.076%) Oracle EDQ
10 1 (0.076%) Oracle Flashback
Vendors
1 255 (19.45%) Oracle
2 175 (13.35%) Microsoft
3 84 (6.41%) Informatica
4 77 (5.87%) Salesforce.com
5 58 (4.42%) SAP
5 58 (4.42%) Teradata
6 54 (4.12%) Tableau
7 43 (3.28%) Netezza
8 28 (2.14%) Talend
9 26 (1.98%) IBM
10 24 (1.83%) Sybase
11 20 (1.53%) Cognos
12 19 (1.45%) Hyperion
13 17 (1.30%) Splunk
14 15 (1.14%) Bloomberg
15 14 (1.07%) Hortonworks
15 14 (1.07%) MicroStrategy
16 13 (0.99%) Pega
17 12 (0.92%) GoldenSource
17 12 (0.92%) TIBCO
City, London
Venturi
Rate: £200 - £220 per day
Posted: Yesterday
London
Spencer Rose
Rate: £210 per day
Posted: Yesterday
City, London
Austin Fraser
Rate: £400 - £450 per day
Posted: 14 hours ago
South West London
Hotfoot Recruitment
Rate: From £300 to £450 per day
Posted: 16 hours ago
London
Careerwise UK Limited
Rate: £500 - £600 per day
Posted: 2 days ago
London
Robert Walters UK
Rate: £650 - £800 per day
Posted: 3 days ago
London
Randstad Technologies
Rate: £0.00 per annum
Posted: 4 days ago
Teddington, Middlesex
ReThink Recruitment
Posted: Yesterday
London
Marcus Donald People
Rate: £450 - £550 per day
Posted: 3 days ago
London
Arrows Group
Rate: £0.00 per annum
Posted: 2 days ago
City, London
Venturi
Rate: £350 - £425 per day
Posted: 4 days ago
London
Careerwise UK Limited
Rate: £450 - £550 per day
Posted: 4 days ago
London
onefinestay
Rate: £0 per day
Posted: 2 days ago
City, London
Eames Consulting
Rate: £400 - £500 per day
Posted: 4 days ago
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 4 days ago
London
Randstad Technologies
Rate: £400 - £500 per day
Posted: 4 days ago
City, London
Salt
Rate: £385 - £425 per day
Posted: 5 days ago
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 4 days ago
City, London
Streamline Connections
Rate: £400 - £450 per day
Posted: 2 days ago
London
Oliver Bernard
Rate: £375 - £450 per day
Posted: 2 days ago
London
Coal IT Services
Rate: From £450 to £450 per day
Posted: 2 days ago
London
Venturi
Rate: £500 - £525 per day
Posted: 4 days ago
London
Venturi
Rate: £450 - £475 per day
Posted: 4 days ago
West London
Royal Geographical Society
Rate: From £18,081 to £19,338 per annum (3 days per week)
Posted: 4 days ago
City, London
TEKsystems
Rate: £500 - £550 per day
Posted: 2 days ago
London
Scott-Merrick LLP
Rate: Negoitable
Posted: 4 days ago
London
Oliver Bernard
Rate: £400 - £425 per day
Posted: 4 days ago
London
Spectrum IT Recruitment (South) Ltd
Rate: £400 - £550 per day
Posted: 5 days ago
London
McGregor Boyall
Rate: £450 - £500 per day
Posted: 5 days ago
London
Verticality Ltd
Rate: £200 - £250 per day
Posted: 3 days ago