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 May 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 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 83 67 75
Rank change year-on-year
-16 +8
Contract jobs citing Data Modelling 632 694 624
As % of all contract IT jobs located in London 2.87% 3.07% 2.75%
As % of the Processes & Methodologies category 3.41% 3.79% 3.40%
Number of daily rates quoted 435 458 426
Median daily rate £500 £475 £475
Median daily rate % change year-on-year
+5.26% -
90% offered a daily rate of more than £350 £359 £350
10% offered a daily rate of more than £660 £638 £650
UK excluding London median daily rate £450 £425 £408
% change year-on-year
+5.88% +4.29%
Number of hourly rates quoted 1 1 5
Median hourly rate £43.57 £65.00 £20.59
Median hourly rate % change year-on-year
-32.96% +215.68%
UK excluding London median hourly rate - £20.69 £23.15
% change year-on-year
- -10.62%
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
18514 18318 18329
As % of all contract IT jobs located in London 83.96% 80.96% 80.65%
Number of daily rates quoted 13544 12887 13134
Median daily rate £475 £450 £430
Median daily rate % change year-on-year
+5.55% +4.65%
90% offered a daily rate of more than £325 £310 £300
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 154 258 228
Median hourly rate £21.00 £21.30 £22.00
Median hourly rate % change year-on-year
-1.40% -3.18%
90% offered a hourly rate of more than £12.50 £11.00 £12.65
10% offered a hourly rate of more than £43.75 £78.00 £53.50
UK excluding London median hourly rate £33.00 £30.00 £30.00
% change year-on-year
+10.00% -

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 May 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 May 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 -22 81 £475 - 36
Canary Wharf +4 8 £480 +1.05%
Croydon -8 6 £550 +33.33%
Docklands, London +5 3 - -
Southwark - 2 £250 -
Chiswick - 2 £375 -
Brentford +5 1 - -
Hammersmith -1 1 £388 -8.55%
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 May 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.

1 531 (42.62%) SQL
2 395 (31.70%) Finance
3 328 (26.32%) Business Intelligence
4 313 (25.12%) Agile Software Development
5 290 (23.27%) Data Warehouse
6 240 (19.26%) ETL
7 220 (17.66%) Oracle
8 208 (16.69%) Data Analysis
9 204 (16.37%) Banking
10 203 (16.29%) Data Management
11 200 (16.05%) SQL Server
12 199 (15.97%) Data Quality
13 193 (15.49%) Java
14 177 (14.21%) Analytics
15 167 (13.40%) Microsoft
16 166 (13.32%) Analytical Skills
17 157 (12.60%) Data Architecture
18 134 (10.75%) Logical Data Model
19 127 (10.19%) Migration
20 125 (10.03%) XML
21 124 (9.95%) UML
21 124 (9.95%) Big Data
22 117 (9.39%) SQL Server Integration Services
23 110 (8.83%) Relational Database
24 105 (8.43%) Data Governance
25 101 (8.11%) SDLC
26 97 (7.78%) NoSQL
26 97 (7.78%) Business Analysis
27 95 (7.62%) MS Excel
28 94 (7.54%) Degree

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 52 (4.17%) SAS
2 32 (2.57%) Apache Pig
3 29 (2.33%) Apache Spark
4 25 (2.01%) Node.js
5 19 (1.52%) Confluence
6 18 (1.44%) SharePoint
7 17 (1.36%) Elasticsearch
8 15 (1.20%) WebLogic
9 14 (1.12%) Apache
9 14 (1.12%) WebSphere
10 12 (0.96%) Apache Solr
11 7 (0.56%) CMS
11 7 (0.56%) Oracle Coherence
11 7 (0.56%) WebSphere Application Server
12 6 (0.48%) NetWeaver
13 5 (0.40%) Oracle HTTP Server
14 3 (0.24%) ArcGIS
14 3 (0.24%) MQSI
14 3 (0.24%) nginx
14 3 (0.24%) Oracle Spatial
Applications
1 95 (7.62%) MS Excel
2 26 (2.09%) MS Project
3 23 (1.85%) SPSS
4 19 (1.52%) MS Office
5 15 (1.20%) MS Visio
6 13 (1.04%) Stata
7 11 (0.88%) MS PowerPoint
8 3 (0.24%) Mathematica
9 2 (0.16%) Spreadsheet
Business Applications
1 16 (1.28%) Remedy ITSM
2 13 (1.04%) Oracle EBS
3 8 (0.64%) Dynamics CRM
3 8 (0.64%) Oracle Retail
4 7 (0.56%) SAP Oil and Gas
5 6 (0.48%) Oracle CRM
5 6 (0.48%) SAP MDM
6 5 (0.40%) Cognos Business Intelligence
6 5 (0.40%) Oracle Applications
7 4 (0.32%) SAP MM
8 3 (0.24%) Markit EDM
8 3 (0.24%) Oracle EBS R12
8 3 (0.24%) SAP CO
8 3 (0.24%) SAP ERP
8 3 (0.24%) SAP FI
8 3 (0.24%) SAP FI/CO
8 3 (0.24%) Teamcenter
8 3 (0.24%) WebTrends
9 2 (0.16%) Eloqua
9 2 (0.16%) FINCAD Analytics
Cloud Services
1 15 (1.20%) Amazon AWS
2 14 (1.12%) Microsoft Azure
3 8 (0.64%) Office 365
3 8 (0.64%) Oracle CX
4 7 (0.56%) SaaS
5 6 (0.48%) PaaS
6 5 (0.40%) GitHub
6 5 (0.40%) Google Analytics
7 4 (0.32%) IaaS
8 3 (0.24%) Google Cloud Platform
9 2 (0.16%) AdWords
9 2 (0.16%) Amazon EC2
9 2 (0.16%) AWS Lambda
9 2 (0.16%) Cloud Computing
9 2 (0.16%) Force.com
9 2 (0.16%) Responsys
9 2 (0.16%) SmartFocus
9 2 (0.16%) Taleo
10 1 (0.080%) Amazon SQS
10 1 (0.080%) Heroku
Communications & Networking
1 17 (1.36%) HTTP
2 8 (0.64%) Internet
3 3 (0.24%) TCP/IP
4 2 (0.16%) LDAP
4 2 (0.16%) SSH
4 2 (0.16%) SSL
4 2 (0.16%) WAN
5 1 (0.080%) 3G
5 1 (0.080%) DNS
5 1 (0.080%) HTTPS
5 1 (0.080%) IMAP
5 1 (0.080%) NAS
5 1 (0.080%) Network Security
5 1 (0.080%) SAN
5 1 (0.080%) VPN
5 1 (0.080%) WLAN
Database & Business Intelligence
1 290 (23.27%) Data Warehouse
2 200 (16.05%) SQL Server
3 124 (9.95%) Big Data
4 117 (9.39%) SQL Server Integration Services
5 110 (8.83%) Relational Database
6 97 (7.78%) NoSQL
7 87 (6.98%) SQL Server Reporting Services
8 86 (6.90%) Hadoop
9 70 (5.62%) SQL Server Analysis Services
10 67 (5.38%) Oracle Database
11 56 (4.49%) MySQL
12 54 (4.33%) Data Mining
13 52 (4.17%) QlikView
13 52 (4.17%) SQL Server 2012
14 43 (3.45%) Apache Hive
14 43 (3.45%) RDBMS
15 42 (3.37%) DB2
16 37 (2.97%) BusinessObjects
17 36 (2.89%) Star Schema
18 35 (2.81%) MongoDB
Development Applications
1 42 (3.37%) ERwin
2 39 (3.13%) JIRA
3 30 (2.41%) Talend Open Studio
4 23 (1.85%) Git (software)
5 15 (1.20%) PowerDesigner
6 13 (1.04%) MSTest
6 13 (1.04%) NUnit
7 12 (0.96%) Jenkins
7 12 (0.96%) Subversion
7 12 (0.96%) Visual Studio
8 11 (0.88%) TeamCity
9 10 (0.80%) Team Foundation Server
10 9 (0.72%) Atlassian Bamboo
10 9 (0.72%) JUnit
11 8 (0.64%) FitNesse
11 8 (0.64%) Maven
11 8 (0.64%) SpecFlow
12 7 (0.56%) Ant
12 7 (0.56%) Bitbucket
12 7 (0.56%) Toad
General
1 395 (31.70%) Finance
2 204 (16.37%) Banking
3 93 (7.46%) Investment Banking
4 58 (4.65%) Marketing
5 49 (3.93%) Retail
6 43 (3.45%) Front Office
7 25 (2.01%) Legal
8 20 (1.61%) Back Office
9 18 (1.44%) Advertising
10 16 (1.28%) Publishing
11 11 (0.88%) Pharmaceutical
12 10 (0.80%) Financial Institution
12 10 (0.80%) Manufacturing
12 10 (0.80%) Telecoms
13 7 (0.56%) International Banking
14 5 (0.40%) Games
14 5 (0.40%) Retail Banking
15 3 (0.24%) Billing
15 3 (0.24%) General Ledger
15 3 (0.24%) Law
Job Titles
1 348 (27.93%) Developer
2 315 (25.28%) Analyst
3 287 (23.03%) Architect
4 194 (15.57%) Data Architect
5 145 (11.64%) Business Analyst
6 115 (9.23%) Data Analyst
7 86 (6.90%) SQL Developer
8 80 (6.42%) Data Modeller
9 68 (5.46%) Consultant
10 62 (4.98%) Business Intelligence Developer
11 56 (4.49%) Senior Developer
12 55 (4.41%) Java Developer
13 44 (3.53%) Enterprise Architect
14 34 (2.73%) Data Business Analyst
14 34 (2.73%) Enterprise Data Architect
14 34 (2.73%) ETL Developer
14 34 (2.73%) SQL Analyst
14 34 (2.73%) SSIS Developer
14 34 (2.73%) Technical Architect
15 32 (2.57%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 125 (10.03%) XML
2 78 (6.26%) Web Services
3 73 (5.86%) HTML
4 67 (5.38%) .NET
5 57 (4.57%) JSON
6 52 (4.17%) REST
7 51 (4.09%) CSS
8 45 (3.61%) RESTful
9 40 (3.21%) XSD
10 30 (2.41%) FIX Protocol
11 29 (2.33%) .NET Framework
11 29 (2.33%) FpML
11 29 (2.33%) SOAP
12 28 (2.25%) AngularJS
13 27 (2.17%) HTML5
14 20 (1.61%) J2EE
15 18 (1.44%) jQuery
15 18 (1.44%) WSDL
16 17 (1.36%) JSP
16 17 (1.36%) Spring
Miscellaneous
1 166 (13.32%) Analytical Skills
2 94 (7.54%) Data Integration
3 70 (5.62%) Management Information System
4 59 (4.74%) Reference Data
5 46 (3.69%) Visualisation
6 40 (3.21%) Data Structures
7 33 (2.65%) Fixed Income
8 29 (2.33%) Derivative
8 29 (2.33%) Equities
9 25 (2.01%) CMDB
9 25 (2.01%) Credit Risk
10 21 (1.69%) Enterprise Software
10 21 (1.69%) Market Risk
11 20 (1.61%) Computer Science
11 20 (1.61%) Foreign Exchange (FX)
12 14 (1.12%) N-Tier
13 12 (0.96%) Performance Metrics
13 12 (0.96%) Statistics
14 11 (0.88%) User Experience
14 11 (0.88%) Video on Demand
Operating Systems
1 45 (3.61%) Unix
2 42 (3.37%) Windows
3 24 (1.93%) Linux
4 5 (0.40%) CentOS
4 5 (0.40%) Windows Server
5 4 (0.32%) Apple iOS
6 3 (0.24%) Android
6 3 (0.24%) Debian
6 3 (0.24%) Red Hat Enterprise Linux
6 3 (0.24%) Ubuntu
6 3 (0.24%) Windows Server 2008
7 2 (0.16%) Mac OS X
8 1 (0.080%) Solaris
Processes & Methodologies
1 328 (26.32%) Business Intelligence
2 313 (25.12%) Agile Software Development
3 240 (19.26%) ETL
4 208 (16.69%) Data Analysis
5 203 (16.29%) Data Management
6 177 (14.21%) Analytics
7 157 (12.60%) Data Architecture
8 134 (10.75%) Logical Data Model
9 127 (10.19%) Migration
10 124 (9.95%) UML
11 105 (8.43%) Data Governance
12 101 (8.11%) SDLC
13 97 (7.78%) Business Analysis
14 90 (7.22%) Data Migration
14 90 (7.22%) Master Data Management
15 85 (6.82%) Project Management
16 76 (6.10%) Scrum
17 69 (5.54%) SOA
17 69 (5.54%) Stakeholder Management
18 66 (5.30%) Performance Tuning
Programming Languages
1 531 (42.62%) SQL
2 193 (15.49%) Java
3 87 (6.98%) JavaScript
4 82 (6.58%) T-SQL
5 74 (5.94%) C#
6 55 (4.41%) PL/SQL
7 52 (4.17%) Python
8 37 (2.97%) Shell Script
8 37 (2.97%) VBA
9 33 (2.65%) R
10 32 (2.57%) PHP
11 31 (2.49%) Scala
12 28 (2.25%) Ruby
13 25 (2.01%) Perl
14 24 (1.93%) C++
15 14 (1.12%) MATLAB
15 14 (1.12%) PowerShell
16 13 (1.04%) C
17 10 (0.80%) Groovy
18 7 (0.56%) Tcl
Qualifications
1 94 (7.54%) Degree
2 79 (6.34%) Security Cleared
3 47 (3.77%) SC Cleared
4 17 (1.36%) ISEB
5 15 (1.20%) DV Cleared
6 8 (0.64%) CTC Cleared
7 7 (0.56%) ITIL Certification
8 6 (0.48%) BPSS Clearance
8 6 (0.48%) PRINCE2 Practitioner
9 5 (0.40%) MCSA
9 5 (0.40%) MCSE
9 5 (0.40%) Microsoft Certification
10 4 (0.32%) ITIL Foundation Certificate
10 4 (0.32%) PhD
10 4 (0.32%) PMI Certification
10 4 (0.32%) SAP Certification
11 3 (0.24%) ACCA
11 3 (0.24%) BC Cleared
11 3 (0.24%) CIMA
11 3 (0.24%) IIBA
Quality Assurance & Compliance
1 199 (15.97%) Data Quality
2 64 (5.14%) QA
3 21 (1.69%) Solvency II
4 11 (0.88%) ISO20022
5 10 (0.80%) SLA
6 9 (0.72%) Dublin Core
6 9 (0.72%) MiFID
7 6 (0.48%) Disclosure Scotland
8 2 (0.16%) Basel II
8 2 (0.16%) Basel III
8 2 (0.16%) COREP
8 2 (0.16%) Dodd-Frank
8 2 (0.16%) EMIR
8 2 (0.16%) FATCA
9 1 (0.080%) GAAP
9 1 (0.080%) PCI DSS
9 1 (0.080%) RMADS
9 1 (0.080%) Sarbanes-Oxley
9 1 (0.080%) SAS 70
System Software
1 13 (1.04%) Oracle RAC
2 7 (0.56%) HDFS
3 3 (0.24%) Docker
3 3 (0.24%) VMware Infrastructure
4 2 (0.16%) Active Directory
4 2 (0.16%) Hyper-V
5 1 (0.080%) Apache Flume
5 1 (0.080%) Oracle Clusterware
5 1 (0.080%) VMware Workstation
Systems Management
1 18 (1.44%) Puppet
2 12 (0.96%) Opscode Chef
3 8 (0.64%) HP SiteScope
3 8 (0.64%) Nagios
3 8 (0.64%) SCCM
4 5 (0.40%) Ansible
4 5 (0.40%) Control-M
5 4 (0.32%) CFEngine
5 4 (0.32%) Kubernetes
6 3 (0.24%) Oracle RMAN
7 2 (0.16%) Ambari
7 2 (0.16%) Data Guard
7 2 (0.16%) Oracle EDQ
7 2 (0.16%) Oracle Enterprise Manager
8 1 (0.080%) Hadoop YARN
8 1 (0.080%) HP Quality Center
8 1 (0.080%) Oozie
8 1 (0.080%) Oracle Flashback
8 1 (0.080%) SCOM
8 1 (0.080%) Tivoli Storage Manager
Vendors
1 220 (17.66%) Oracle
2 167 (13.40%) Microsoft
3 62 (4.98%) Informatica
3 62 (4.98%) SAP
4 53 (4.25%) Tableau
5 48 (3.85%) Teradata
6 34 (2.73%) IBM
7 33 (2.65%) Sybase
8 30 (2.41%) Talend
9 28 (2.25%) Netezza
10 26 (2.09%) Cognos
11 20 (1.61%) BMC
12 19 (1.52%) Remedy
13 15 (1.20%) Salesforce.com
13 15 (1.20%) Splunk
14 12 (0.96%) Ab Initio
14 12 (0.96%) Siebel
15 11 (0.88%) Bloomberg
15 11 (0.88%) Pega
15 11 (0.88%) TIBCO
City of London
Computer Futures
Rate: £500 - £550 per day
Posted: 3 days ago
London
Venturi
Rate: £350 - £395 per day
Posted: 5 days ago
City, London
TEKsystems
Rate: £550 - £600 per day
Posted: 3 days ago
London
TEKsystems
Rate: £450 - £500 per day
Posted: 5 days ago
City, London
Salt
Rate: £500 - £575 per day
Posted: 5 days ago
London
Maurice Nash
Rate: From £450 to £500 per day
Posted: 2 days ago
Barnet
IQ Public Sector
Rate: £250 - £300 per day
Posted: 9 days ago
West London
Experis Ltd
Rate: £425.00 - £475.00 per day
Posted: 4 days ago
West London
PCR
Rate: £450 - £478 per day
Posted: 4 days ago
North London
IQ Public Sector
Rate: £300 - £400 per day
Posted: 8 days ago
London
Harvey Nash plc
Rate: £600 - £800 per day
Posted: 4 days ago
London
Hays London City Cheapside
Rate: £400.00 - £450.00 per day
Posted: 17 days ago
East London
DCV Technologies
Rate: From £350 to £375 per day
Posted: 2 days ago
London
Arrows Group Ltd
Rate: £0.00 per annum
Posted: 15 days ago
City of London
Venturi
Rate: £400 - £450 per day
Posted: 11 days ago
City, London
IT Lab
Rate: From £20,000 to £25,000 per annum Excellent Benefits + More
Posted: 23 days ago