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 28 June 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
28 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 78 71 77
Rank change year-on-year
-7 +6
Contract jobs citing Data Modelling 668 686 595
As % of all contract IT jobs located in London 3.08% 2.99% 2.60%
As % of the Processes & Methodologies category 3.65% 3.68% 3.19%
Number of daily rates quoted 481 463 391
Median daily rate £500 £475 £498
Median daily rate % change year-on-year
+5.26% -4.52%
90% offered a daily rate of more than £350 £350 £350
10% offered a daily rate of more than £668 £625 £650
UK excluding London median daily rate £425 £420 £400
% change year-on-year
+1.19% +5.00%
Number of hourly rates quoted 1 1 5
Median hourly rate £100.00 £65.00 £20.59
Median hourly rate % change year-on-year
+53.84% +215.68%
UK excluding London median hourly rate - £33.50 £19.27
% change year-on-year
- +73.86%
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
18283 18659 18629
As % of all contract IT jobs located in London 84.33% 81.19% 81.35%
Number of daily rates quoted 13371 13253 13181
Median daily rate £475 £450 £438
Median daily rate % change year-on-year
+5.55% +2.85%
90% offered a daily rate of more than £325 £310 £300
10% offered a daily rate of more than £628 £625 £600
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 149 240 230
Median hourly rate £21.75 £22.50 £20.16
Median hourly rate % change year-on-year
-3.33% +11.60%
90% offered a hourly rate of more than £12.50 £11.00 £13.00
10% offered a hourly rate of more than £46.00 £57.60 £53.50
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 28 June 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 28 June 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 -19 86 £475 -1.80% 22
Canary Wharf +1 7 £388 -18.42%
Croydon -13 6 £418 +4.37%
Hammersmith +1 2 £388 -6.06%
Docklands, London +1 2 £540 +13.68%
Southwark - 2 £250 -
Brentford 0 1 - -
Harrow - 1 - -
Hounslow - 1 £275 -
Westminster - 1 £475 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 28 June 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.

1 504 (40.38%) SQL
2 384 (30.77%) Finance
3 308 (24.68%) Agile Software Development
4 298 (23.88%) Business Intelligence
5 295 (23.64%) Data Warehouse
6 241 (19.31%) ETL
7 234 (18.75%) Oracle
8 212 (16.99%) SQL Server
8 212 (16.99%) Data Management
9 211 (16.91%) Java
10 210 (16.83%) Data Quality
11 209 (16.75%) Banking
12 190 (15.22%) Data Analysis
13 185 (14.82%) Data Architecture
14 174 (13.94%) Microsoft
15 169 (13.54%) Analytics
16 148 (11.86%) Analytical Skills
17 141 (11.30%) Logical Data Model
18 138 (11.06%) UML
19 132 (10.58%) Big Data
20 130 (10.42%) XML
21 129 (10.34%) Migration
22 114 (9.13%) SQL Server Integration Services
23 108 (8.65%) Data Governance
24 105 (8.41%) Relational Database
25 102 (8.17%) Hadoop
26 101 (8.09%) Degree
26 101 (8.09%) Master Data Management
26 101 (8.09%) Investment Banking
27 99 (7.93%) MS Excel

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 48 (3.85%) SAS
2 41 (3.29%) Apache Spark
3 32 (2.56%) Apache Pig
4 22 (1.76%) SharePoint
5 21 (1.68%) WebSphere
6 18 (1.44%) Confluence
7 15 (1.20%) Apache
7 15 (1.20%) Elasticsearch
7 15 (1.20%) WebLogic
8 9 (0.72%) Apache Solr
9 7 (0.56%) Oracle Coherence
9 7 (0.56%) WebSphere Application Server
10 6 (0.48%) CMS
10 6 (0.48%) NetWeaver
11 5 (0.40%) BizTalk Server
11 5 (0.40%) Oracle HTTP Server
12 4 (0.32%) Drupal
12 4 (0.32%) nginx
12 4 (0.32%) Oracle Workflow
13 3 (0.24%) Moodle
Applications
1 99 (7.93%) MS Excel
2 21 (1.68%) MS Project
3 19 (1.52%) MS Office
3 19 (1.52%) SPSS
4 15 (1.20%) MS Visio
5 13 (1.04%) MS PowerPoint
5 13 (1.04%) Stata
6 4 (0.32%) Spreadsheet
7 3 (0.24%) Mathematica
Business Applications
1 34 (2.72%) Oracle EBS
2 18 (1.44%) Eloqua
3 15 (1.20%) Dynamics CRM
4 10 (0.80%) Remedy ITSM
5 8 (0.64%) Oracle Retail
6 6 (0.48%) Oracle Applications
6 6 (0.48%) Oracle CRM
6 6 (0.48%) Salesforce.com CRM
6 6 (0.48%) SAP MDM
7 5 (0.40%) Markit EDM
8 4 (0.32%) Oracle EBS R12
8 4 (0.32%) SAP Oil and Gas
9 3 (0.24%) Endur
9 3 (0.24%) SAP CO
9 3 (0.24%) SAP FI
9 3 (0.24%) SAP FI/CO
9 3 (0.24%) Teamcenter
10 2 (0.16%) Maximo
10 2 (0.16%) Oracle Financials
10 2 (0.16%) WebTrends
Cloud Services
1 27 (2.16%) Amazon AWS
2 12 (0.96%) Microsoft Azure
3 10 (0.80%) SaaS
4 9 (0.72%) GitHub
5 8 (0.64%) Oracle CX
6 7 (0.56%) Office 365
6 7 (0.56%) PaaS
7 4 (0.32%) Force.com
7 4 (0.32%) Google Analytics
7 4 (0.32%) IaaS
8 3 (0.24%) AdWords
8 3 (0.24%) Amazon EC2
8 3 (0.24%) Google Cloud Platform
9 2 (0.16%) Amazon SQS
9 2 (0.16%) AWS Lambda
9 2 (0.16%) Boomi
9 2 (0.16%) Cloud Computing
9 2 (0.16%) Google Apps
9 2 (0.16%) Responsys
9 2 (0.16%) SmartFocus
Communications & Networking
1 23 (1.84%) HTTP
2 9 (0.72%) Internet
3 6 (0.48%) LDAP
4 3 (0.24%) Network Security
4 3 (0.24%) VPN
4 3 (0.24%) WAN
5 2 (0.16%) BGP
5 2 (0.16%) EIGRP
5 2 (0.16%) Firewall
5 2 (0.16%) IPsec
5 2 (0.16%) IPv6
5 2 (0.16%) LAN
5 2 (0.16%) OSPF
5 2 (0.16%) PuTTY
5 2 (0.16%) SSH
6 1 (0.080%) DNS
6 1 (0.080%) HTTPS
6 1 (0.080%) IMAP
Database & Business Intelligence
1 295 (23.64%) Data Warehouse
2 212 (16.99%) SQL Server
3 132 (10.58%) Big Data
4 114 (9.13%) SQL Server Integration Services
5 105 (8.41%) Relational Database
6 102 (8.17%) Hadoop
7 92 (7.37%) NoSQL
8 82 (6.57%) SQL Server Reporting Services
9 73 (5.85%) Oracle Database
10 66 (5.29%) SQL Server Analysis Services
11 59 (4.73%) MySQL
12 49 (3.93%) QlikView
12 49 (3.93%) SQL Server 2012
13 48 (3.85%) MongoDB
14 47 (3.77%) Data Mining
15 45 (3.61%) DB2
16 43 (3.45%) Apache Hive
17 39 (3.13%) RDBMS
18 37 (2.96%) SQL Server 2008
19 34 (2.72%) Star Schema
Development Applications
1 44 (3.53%) ERwin
2 33 (2.64%) JIRA
3 31 (2.48%) Talend Open Studio
4 23 (1.84%) Git (software)
5 18 (1.44%) Visual Studio
6 16 (1.28%) Subversion
7 15 (1.20%) PowerDesigner
8 10 (0.80%) Bitbucket
8 10 (0.80%) JUnit
8 10 (0.80%) MSTest
8 10 (0.80%) NUnit
9 9 (0.72%) Atlassian Bamboo
9 9 (0.72%) Team Foundation Server
10 7 (0.56%) Oracle APEX
11 6 (0.48%) Cucumber
11 6 (0.48%) Jenkins
11 6 (0.48%) Toad
12 5 (0.40%) Maven
12 5 (0.40%) Oracle Forms
12 5 (0.40%) VSS/SourceSafe
General
1 384 (30.77%) Finance
2 209 (16.75%) Banking
3 101 (8.09%) Investment Banking
4 70 (5.61%) Marketing
5 55 (4.41%) Retail
6 37 (2.96%) Front Office
7 22 (1.76%) Advertising
8 21 (1.68%) Legal
9 20 (1.60%) Publishing
10 19 (1.52%) Back Office
11 13 (1.04%) Financial Institution
12 8 (0.64%) Telecoms
13 7 (0.56%) International Banking
14 6 (0.48%) Law
14 6 (0.48%) Pharmaceutical
14 6 (0.48%) Retail Banking
15 5 (0.40%) Manufacturing
16 3 (0.24%) Corporate Banking
16 3 (0.24%) General Ledger
17 2 (0.16%) Korean Language
Job Titles
1 336 (26.92%) Developer
2 332 (26.60%) Architect
3 298 (23.88%) Analyst
4 205 (16.43%) Data Architect
5 139 (11.14%) Business Analyst
6 115 (9.21%) Data Analyst
7 78 (6.25%) SQL Developer
8 73 (5.85%) Data Modeller
9 58 (4.65%) Consultant
10 55 (4.41%) Business Intelligence Developer
11 52 (4.17%) Java Developer
12 51 (4.09%) Senior Developer
12 51 (4.09%) Technical Architect
13 41 (3.29%) Enterprise Architect
14 36 (2.88%) Solutions Architect
15 33 (2.64%) Data Business Analyst
15 33 (2.64%) SQL Analyst
15 33 (2.64%) SSIS Developer
16 32 (2.56%) Oracle Developer
17 31 (2.48%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 130 (10.42%) XML
2 87 (6.97%) .NET
3 86 (6.89%) Web Services
4 67 (5.37%) HTML
5 64 (5.13%) REST
6 62 (4.97%) JSON
7 47 (3.77%) CSS
8 45 (3.61%) RESTful
9 41 (3.29%) .NET Framework
10 39 (3.13%) XSD
11 33 (2.64%) SOAP
12 25 (2.00%) FpML
13 24 (1.92%) HTML5
14 23 (1.84%) Node.js
15 20 (1.60%) Middleware
16 19 (1.52%) FIX Protocol
16 19 (1.52%) OAuth
16 19 (1.52%) WSDL
17 17 (1.36%) AngularJS
18 16 (1.28%) MDX
Miscellaneous
1 148 (11.86%) Analytical Skills
2 87 (6.97%) Data Integration
3 68 (5.45%) Management Information System
4 64 (5.13%) Data Structures
5 59 (4.73%) Reference Data
6 41 (3.29%) Visualisation
7 36 (2.88%) Fixed Income
8 31 (2.48%) Algorithms
9 30 (2.40%) Equities
10 28 (2.24%) Credit Risk
11 25 (2.00%) Market Risk
12 23 (1.84%) Computer Science
13 22 (1.76%) Derivative
14 17 (1.36%) Enterprise Software
14 17 (1.36%) Foreign Exchange (FX)
15 16 (1.28%) Data Conversion
15 16 (1.28%) Virtual Team
16 15 (1.20%) CMDB
16 15 (1.20%) Video on Demand
17 14 (1.12%) N-Tier
Operating Systems
1 44 (3.53%) Unix
2 35 (2.80%) Windows
3 27 (2.16%) Linux
4 6 (0.48%) CentOS
5 4 (0.32%) Debian
5 4 (0.32%) Ubuntu
5 4 (0.32%) Windows Server
6 3 (0.24%) Apple iOS
6 3 (0.24%) Red Hat Enterprise Linux
7 2 (0.16%) Android
7 2 (0.16%) Windows Server 2003
8 1 (0.080%) Solaris
Processes & Methodologies
1 308 (24.68%) Agile Software Development
2 298 (23.88%) Business Intelligence
3 241 (19.31%) ETL
4 212 (16.99%) Data Management
5 190 (15.22%) Data Analysis
6 185 (14.82%) Data Architecture
7 169 (13.54%) Analytics
8 141 (11.30%) Logical Data Model
9 138 (11.06%) UML
10 129 (10.34%) Migration
11 108 (8.65%) Data Governance
12 101 (8.09%) Master Data Management
13 98 (7.85%) Stakeholder Management
14 97 (7.77%) SDLC
15 95 (7.61%) Business Analysis
16 94 (7.53%) SOA
17 89 (7.13%) Data Migration
18 82 (6.57%) Project Management
19 79 (6.33%) Physical Data Model
20 73 (5.85%) Scrum
Programming Languages
1 504 (40.38%) SQL
2 211 (16.91%) Java
3 83 (6.65%) C#
4 80 (6.41%) JavaScript
5 67 (5.37%) T-SQL
6 55 (4.41%) PL/SQL
7 48 (3.85%) Python
8 36 (2.88%) Scala
9 35 (2.80%) PHP
10 33 (2.64%) VBA
11 31 (2.48%) Ruby
12 29 (2.32%) Perl
12 29 (2.32%) R
12 29 (2.32%) Shell Script
13 28 (2.24%) C++
14 14 (1.12%) MATLAB
15 13 (1.04%) C
16 9 (0.72%) Groovy
16 9 (0.72%) PowerShell
17 8 (0.64%) Apex Code
Qualifications
1 101 (8.09%) Degree
2 75 (6.01%) Security Cleared
3 47 (3.77%) SC Cleared
4 15 (1.20%) DV Cleared
5 10 (0.80%) ISEB
6 9 (0.72%) PRINCE2 Practitioner
7 8 (0.64%) BPSS Clearance
8 5 (0.40%) CTC Cleared
8 5 (0.40%) ITIL Certification
8 5 (0.40%) MCSA
8 5 (0.40%) MCSE
8 5 (0.40%) Microsoft Certification
9 4 (0.32%) PhD
9 4 (0.32%) PMI Certification
9 4 (0.32%) SAP Certification
10 3 (0.24%) ACCA
10 3 (0.24%) BC Cleared
10 3 (0.24%) CIMA
10 3 (0.24%) IIBA
11 2 (0.16%) CAPM
Quality Assurance & Compliance
1 210 (16.83%) Data Quality
2 56 (4.49%) QA
3 22 (1.76%) Solvency II
4 9 (0.72%) MiFID
4 9 (0.72%) SLA
5 8 (0.64%) ISO20022
6 7 (0.56%) Disclosure Scotland
7 5 (0.40%) Dublin Core
8 4 (0.32%) FATCA
9 2 (0.16%) Basel II
9 2 (0.16%) Basel III
9 2 (0.16%) COREP
9 2 (0.16%) Dodd-Frank
9 2 (0.16%) EMIR
9 2 (0.16%) Sarbanes-Oxley
9 2 (0.16%) SAS 70
10 1 (0.080%) GAAP
10 1 (0.080%) RMADS
System Software
1 12 (0.96%) Oracle RAC
2 5 (0.40%) HDFS
2 5 (0.40%) VMware Infrastructure
3 4 (0.32%) Docker
4 2 (0.16%) Active Directory
4 2 (0.16%) Apache Flume
4 2 (0.16%) Hyper-V
4 2 (0.16%) iptables
4 2 (0.16%) Postfix
4 2 (0.16%) Samba
4 2 (0.16%) Virtual Machines
4 2 (0.16%) XenServer
5 1 (0.080%) Oracle Clusterware
5 1 (0.080%) Tivoli Workload Scheduler
5 1 (0.080%) VMware Workstation
5 1 (0.080%) Xen
Systems Management
1 19 (1.52%) Puppet
2 11 (0.88%) Opscode Chef
3 8 (0.64%) DBAmp
3 8 (0.64%) HP SiteScope
3 8 (0.64%) Nagios
3 8 (0.64%) SCCM
4 6 (0.48%) Control-M
5 5 (0.40%) Ansible
6 4 (0.32%) CFEngine
6 4 (0.32%) Oracle Enterprise Manager
7 3 (0.24%) HP Quality Center
7 3 (0.24%) Oracle RMAN
8 2 (0.16%) Ambari
8 2 (0.16%) Data Guard
8 2 (0.16%) ZABBIX
9 1 (0.080%) Microsoft Intune
9 1 (0.080%) MOM
9 1 (0.080%) SCOM
9 1 (0.080%) Systems Management Server (SMS)
9 1 (0.080%) Tivoli Storage Manager
Vendors
1 234 (18.75%) Oracle
2 174 (13.94%) Microsoft
3 78 (6.25%) Informatica
4 57 (4.57%) Teradata
5 49 (3.93%) Salesforce.com
5 49 (3.93%) SAP
6 48 (3.85%) Tableau
7 36 (2.88%) IBM
8 34 (2.72%) Netezza
9 31 (2.48%) Talend
10 25 (2.00%) Sybase
11 20 (1.60%) Cognos
12 16 (1.28%) Hyperion
12 16 (1.28%) Splunk
13 13 (1.04%) Bloomberg
14 12 (0.96%) Ab Initio
14 12 (0.96%) BMC
14 12 (0.96%) MicroStrategy
14 12 (0.96%) Remedy
15 11 (0.88%) GoldenSource
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 30 minutes ago
South West London
Lorien Resourcing
Posted: 2 hours ago
London
Mortimer Spinks
Posted: Yesterday
London
JM
Posted: 5 hours ago
London
JM
Rate: £100 - £125 per day
Posted: 7 hours ago
London
iKonnect Global Solutions
Rate: £525 - £550 per annum
Posted: 8 hours ago
London
Oliver James Associates
Rate: From £480 to £500 per day DOE
Posted: 4 days ago
London
Orgtel
Rate: £450 - £550 per day
Posted: Yesterday
London
Hydrogen Group
Rate: £500 - £600 per day
Posted: Yesterday
London
Venturi
Rate: £500 per day
Posted: 4 days ago
City, London
Hays Finance Technology
Rate: £550.00 per day
Posted: 22 hours ago
City, London
Robert Walters
Posted: 5 days ago
City, London
Randstad Technologies
Rate: £500.00 - £550 per day
Posted: Yesterday
City, London
Harvey Nash plc
Rate: £500 - £550 per day
Posted: Yesterday
London
Venturi
Rate: £500 per day
Posted: 5 days ago
London
Shareforce Ltd - Icon Solutions (UK) Limited
Posted: 7 days ago
City of London
TDA Group
Rate: £500 - £550 per day
Posted: 7 days ago
South East London
Make positive
Posted: 5 days ago
City, London
Red10
Rate: £475 - £525 per day
Posted: 6 days ago
London
Experis Ltd
Rate: £350 - £440.00 per day
Posted: 6 days ago
London
Reco Group
Rate: £500+ per day
Posted: 21 days ago