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 average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 13 February 2016 with a comparison to the same period in 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.

Location
3 months to
13 Feb 2016
Same period 2015 Same period 2014
Data Modeling
Rank 71 56 61
Rank change year-on-year
-15 +5
Contract jobs citing Data Modelling 621 751 679
As % of all contract IT jobs located in London 2.98% 3.58% 3.09%
As % of the Processes & Methodologies category 3.57% 4.45% 3.84%
Number of daily rates quoted 416 486 457
Average daily rate £485 £475 £475
Average daily rate % change year-on-year
+2.10% -
90% offered a daily rate of more than £339 £325 £300
10% offered a daily rate of more than £650 £650 £625
UK excluding London average daily rate £438 £425 £400
% change year-on-year
+2.94% +6.25%
Number of hourly rates quoted 7 2 1
Average hourly rate £50.00 £62.50 £57.50
Average hourly rate % change year-on-year
-20.00% +8.69%
UK excluding London average hourly rate £43.75 £70.00 £34.50
% change year-on-year
-37.50% +102.89%
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
17419 16877 17704
As % of all contract IT jobs located in London 83.50% 80.49% 80.65%
Number of daily rates quoted 12421 12105 12118
Average daily rate £475 £450 £438
Average 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 £625 £600 £600
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 212 195 247
Average hourly rate £22.62 £21.50 £25.00
Average hourly rate % change year-on-year
+5.20% -14.00%
90% offered a hourly rate of more than £12.50 £11.00 £14.00
10% offered a hourly rate of more than £52.50 £50.00 £70.00
UK excluding London average hourly rate £40.00 £27.79 £27.50
% change year-on-year
+43.93% +1.05%

Data Modelling
Jobs Demand Trend in London

This chart provides a 3-month moving total of IT contractor jobs citing Data Modelling across the London region as a proportion of the total demand within 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 13 February 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 13 February 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 average contractor rates quoted in IT jobs citing Data Modelling within the London region over the 3 months to 13 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London -7 107 £513 +2.50% 39
Canary Wharf +5 5 £490 -23.13%
Croydon - 5 £418 - 2
Docklands, London +5 4 £518 -1.42%
Westminster -5 2 £443 -15.61% 1
Enfield - 2 £625 -
Hounslow +3 1 £525 +31.25%
Uxbridge - 1 £450 - 1
Greenwich - 1 £450 -
Paddington - 1 £575 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 13 February 2016, IT contractor jobs across the London region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling.

1 499 (41.38%) SQL
2 397 (32.92%) Finance
3 337 (27.94%) Agile Software Development
4 308 (25.54%) Business Intelligence
5 289 (23.96%) Data Warehouse
6 259 (21.48%) Banking
7 232 (19.24%) ETL
8 219 (18.16%) SQL Server
9 196 (16.25%) Oracle
10 174 (14.43%) Java
11 172 (14.26%) Data Analysis
12 171 (14.18%) Analytical Skills
13 168 (13.93%) Data Management
14 165 (13.68%) Microsoft
15 161 (13.35%) Analytics
16 153 (12.69%) Data Architecture
17 150 (12.44%) Data Quality
18 136 (11.28%) Logical Data Model
19 129 (10.70%) Big Data
20 126 (10.45%) SQL Server Integration Services
21 114 (9.45%) Business Analysis
22 112 (9.29%) Migration
23 104 (8.62%) Degree
24 103 (8.54%) SQL Server Analysis Services
25 102 (8.46%) Hadoop
25 102 (8.46%) Investment Banking
26 100 (8.29%) XML
27 98 (8.13%) UML
28 96 (7.96%) SQL Server Reporting Services
29 94 (7.79%) Data Governance

Data Modelling
Top Related IT Skills in London by Category

For the 6 months to 13 February 2016, IT contractor jobs across the London region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 57 (4.73%) SAS
2 38 (3.15%) Apache Spark
3 29 (2.40%) SharePoint
4 18 (1.49%) Node.js
5 16 (1.33%) Confluence
5 16 (1.33%) Elasticsearch
6 13 (1.08%) Apache
7 12 (1.00%) Apache Pig
8 10 (0.83%) WebSphere
9 9 (0.75%) Apache Solr
9 9 (0.75%) CMS
10 8 (0.66%) JBoss
10 8 (0.66%) Tomcat
11 7 (0.58%) BizTalk Server
11 7 (0.58%) Oracle Coherence
12 6 (0.50%) MQSI
13 5 (0.41%) nginx
14 4 (0.33%) FileNet
14 4 (0.33%) Oracle Workflow
14 4 (0.33%) WebLogic
Applications
1 86 (7.13%) MS Excel
2 41 (3.40%) MS Visio
3 36 (2.99%) MS Project
4 27 (2.24%) MS Office
5 24 (1.99%) MS PowerPoint
6 11 (0.91%) SPSS
7 5 (0.41%) Spreadsheet
8 2 (0.17%) Stata
Business Applications
1 24 (1.99%) Oracle EBS
2 15 (1.24%) SAP CRM
3 14 (1.16%) Dynamics CRM
4 9 (0.75%) Remedy ITSM
5 8 (0.66%) Cognos Business Intelligence
5 8 (0.66%) SAP Oil and Gas
6 7 (0.58%) SAP MM
7 5 (0.41%) SAP ERP
8 4 (0.33%) SAP FI
9 3 (0.25%) SAP CO
9 3 (0.25%) SAP FI/CO
9 3 (0.25%) Unica
9 3 (0.25%) WebTrends
10 2 (0.17%) BusinessWorks
10 2 (0.17%) Endur
10 2 (0.17%) Markit EDM
10 2 (0.17%) Oracle Applications
10 2 (0.17%) RMDS
10 2 (0.17%) SAP BPC
10 2 (0.17%) SAP HR
Cloud Services
1 10 (0.83%) Amazon AWS
1 10 (0.83%) SaaS
2 9 (0.75%) Microsoft Azure
2 9 (0.75%) Office 365
3 6 (0.50%) Cloud Computing
4 5 (0.41%) GitHub
5 4 (0.33%) Amazon EMR
6 3 (0.25%) Google Analytics
7 1 (0.083%) Force.com
7 1 (0.083%) Google Cloud Platform
7 1 (0.083%) IBM Blueworks
7 1 (0.083%) MailChimp
7 1 (0.083%) Oracle CX
7 1 (0.083%) PaaS
7 1 (0.083%) SuccessFactors
7 1 (0.083%) Taleo
Communications & Networking
1 14 (1.16%) HTTP
2 6 (0.50%) Internet
3 5 (0.41%) TCP/IP
4 4 (0.33%) 3G
4 4 (0.33%) Firewall
4 4 (0.33%) SSL
4 4 (0.33%) WAN
4 4 (0.33%) WLAN
5 3 (0.25%) Network Security
6 2 (0.17%) BGP
6 2 (0.17%) EIGRP
6 2 (0.17%) IPsec
6 2 (0.17%) IPv6
6 2 (0.17%) LAN
6 2 (0.17%) LDAP
6 2 (0.17%) Multicast
6 2 (0.17%) OSPF
6 2 (0.17%) SSH
6 2 (0.17%) Unicast
6 2 (0.17%) VPN
Database & Business Intelligence
1 289 (23.96%) Data Warehouse
2 219 (18.16%) SQL Server
3 129 (10.70%) Big Data
4 126 (10.45%) SQL Server Integration Services
5 103 (8.54%) SQL Server Analysis Services
6 102 (8.46%) Hadoop
7 96 (7.96%) SQL Server Reporting Services
8 94 (7.79%) Relational Database
9 64 (5.31%) QlikView
10 63 (5.22%) NoSQL
11 61 (5.06%) Data Mining
12 51 (4.23%) BusinessObjects
13 45 (3.73%) RDBMS
14 44 (3.65%) SQL Server 2012
15 43 (3.57%) Oracle Database
16 41 (3.40%) MySQL
17 39 (3.23%) Star Schema
18 37 (3.07%) SQL Server 2008
19 34 (2.82%) OLAP
20 29 (2.40%) Apache Hive
Development Applications
1 53 (4.39%) ERwin
2 37 (3.07%) JIRA
3 28 (2.32%) Git (software)
4 25 (2.07%) Subversion
5 16 (1.33%) Jenkins
5 16 (1.33%) Team Foundation Server
6 15 (1.24%) Maven
6 15 (1.24%) Talend Open Studio
6 15 (1.24%) Toad
7 12 (1.00%) TeamCity
8 9 (0.75%) Eclipse
8 9 (0.75%) JUnit
8 9 (0.75%) SpecFlow
8 9 (0.75%) Visual Studio
9 8 (0.66%) Ant
9 8 (0.66%) FitNesse
10 7 (0.58%) MSTest
10 7 (0.58%) NUnit
10 7 (0.58%) PowerDesigner
11 6 (0.50%) XMLSpy
General
1 397 (32.92%) Finance
2 259 (21.48%) Banking
3 102 (8.46%) Investment Banking
4 55 (4.56%) Front Office
5 33 (2.74%) Marketing
6 32 (2.65%) Retail
7 23 (1.91%) Legal
8 19 (1.58%) Pharmaceutical
9 17 (1.41%) Back Office
10 14 (1.16%) Manufacturing
10 14 (1.16%) Publishing
11 13 (1.08%) Financial Institution
12 12 (1.00%) Telecoms
13 11 (0.91%) Advertising
14 8 (0.66%) Games
14 8 (0.66%) Law
15 6 (0.50%) International Banking
16 5 (0.41%) Retail Banking
17 4 (0.33%) Billing
18 3 (0.25%) German Language
Job Titles
1 353 (29.27%) Developer
2 323 (26.78%) Analyst
3 285 (23.63%) Architect
4 193 (16.00%) Data Architect
5 178 (14.76%) Business Analyst
6 99 (8.21%) Data Analyst
7 82 (6.80%) Data Modeller
8 69 (5.72%) SQL Developer
9 63 (5.22%) Consultant
10 61 (5.06%) Senior Developer
11 56 (4.64%) Business Intelligence Developer
12 54 (4.48%) Java Developer
13 53 (4.39%) Solutions Architect
14 46 (3.81%) Data Business Analyst
15 41 (3.40%) QlikView Developer
16 40 (3.32%) ETL Developer
17 33 (2.74%) Business Intelligence Analyst
18 32 (2.65%) Technical Architect
19 31 (2.57%) Senior Analyst
20 30 (2.49%) Banking Analyst
Libraries, Frameworks & Software Standards
1 100 (8.29%) XML
2 63 (5.22%) Web Services
3 54 (4.48%) RESTful
4 50 (4.15%) HTML
4 50 (4.15%) REST
5 44 (3.65%) .NET
6 43 (3.57%) JSON
7 35 (2.90%) AngularJS
8 34 (2.82%) SOAP
9 33 (2.74%) CSS
10 32 (2.65%) Spring
11 31 (2.57%) MDX
12 27 (2.24%) HTML5
12 27 (2.24%) WCF
13 23 (1.91%) FIX Protocol
14 22 (1.82%) OAuth
14 22 (1.82%) React
15 21 (1.74%) Hibernate
15 21 (1.74%) MSMQ
16 20 (1.66%) XSD
Miscellaneous
1 171 (14.18%) Analytical Skills
2 74 (6.14%) Data Integration
3 71 (5.89%) Management Information System
4 54 (4.48%) Reference Data
5 50 (4.15%) Data Structures
6 41 (3.40%) Visualisation
7 40 (3.32%) Derivative
8 38 (3.15%) Credit Risk
9 34 (2.82%) Computer Science
10 28 (2.32%) Fixed Income
11 22 (1.82%) Equities
12 17 (1.41%) Enterprise Software
12 17 (1.41%) Statistics
13 16 (1.33%) CMDB
14 15 (1.24%) Foreign Exchange (FX)
15 14 (1.16%) FMCG
15 14 (1.16%) Taxonomies
16 13 (1.08%) User Experience
17 12 (1.00%) Market Risk
18 10 (0.83%) Mathematics
Operating Systems
1 38 (3.15%) Unix
2 26 (2.16%) Windows
3 22 (1.82%) Linux
4 10 (0.83%) Apple iOS
5 6 (0.50%) Android
6 5 (0.41%) CentOS
6 5 (0.41%) Debian
6 5 (0.41%) Ubuntu
6 5 (0.41%) Windows Server
7 4 (0.33%) Mac OS X
8 3 (0.25%) Solaris
8 3 (0.25%) Windows Server 2008
9 1 (0.083%) Red Hat Enterprise Linux
Processes & Methodologies
1 337 (27.94%) Agile Software Development
2 308 (25.54%) Business Intelligence
3 232 (19.24%) ETL
4 172 (14.26%) Data Analysis
5 168 (13.93%) Data Management
6 161 (13.35%) Analytics
7 153 (12.69%) Data Architecture
8 136 (11.28%) Logical Data Model
9 114 (9.45%) Business Analysis
10 112 (9.29%) Migration
11 98 (8.13%) UML
12 94 (7.79%) Data Governance
13 76 (6.30%) Project Management
14 74 (6.14%) CRM
15 73 (6.05%) Data Migration
16 68 (5.64%) Stakeholder Management
17 67 (5.56%) SOA
18 66 (5.47%) SDLC
19 64 (5.31%) Scrum
20 62 (5.14%) Physical Data Model
Programming Languages
1 499 (41.38%) SQL
2 174 (14.43%) Java
3 88 (7.30%) T-SQL
4 72 (5.97%) C#
5 62 (5.14%) JavaScript
6 46 (3.81%) Shell Script
7 42 (3.48%) PL/SQL
8 37 (3.07%) Scala
9 36 (2.99%) Python
10 23 (1.91%) Perl
10 23 (1.91%) VBA
11 18 (1.49%) R
12 11 (0.91%) PHP
12 11 (0.91%) PowerShell
13 9 (0.75%) C
13 9 (0.75%) Ruby
13 9 (0.75%) Tcl
14 6 (0.50%) Data Analysis Expressions (DAX)
14 6 (0.50%) MATLAB
14 6 (0.50%) Objective-C
Qualifications
1 104 (8.62%) Degree
2 63 (5.22%) Security Cleared
3 34 (2.82%) SC Cleared
4 15 (1.24%) ISEB
5 11 (0.91%) DV Cleared
6 8 (0.66%) CTC Cleared
7 6 (0.50%) PRINCE2 Practitioner
8 5 (0.41%) CITP
8 5 (0.41%) IIBA
8 5 (0.41%) SAP Certification
9 4 (0.33%) BPSS Clearance
9 4 (0.33%) ITIL Certification
10 3 (0.25%) PMI Certification
11 2 (0.17%) CCNA
11 2 (0.17%) CFA
11 2 (0.17%) Cisco Certification
11 2 (0.17%) ISTQB
11 2 (0.17%) MBA
11 2 (0.17%) Microsoft Certification
11 2 (0.17%) PMP
Quality Assurance & Compliance
1 150 (12.44%) Data Quality
2 49 (4.06%) QA
3 16 (1.33%) MiFID
4 12 (1.00%) Solvency II
5 11 (0.91%) ISO20022
6 9 (0.75%) Dublin Core
7 6 (0.50%) SLA
8 5 (0.41%) Basel II
8 5 (0.41%) Disclosure Scotland
9 4 (0.33%) Dodd-Frank
9 4 (0.33%) EMIR
10 3 (0.25%) Basel III
10 3 (0.25%) PCI DSS
11 2 (0.17%) COBIT
12 1 (0.083%) FATCA
12 1 (0.083%) GAAP
12 1 (0.083%) ISO/IEC 27001
System Software
1 26 (2.16%) HDFS
2 5 (0.41%) Active Directory
3 4 (0.33%) Apache Flume
3 4 (0.33%) Apache ZooKeeper
3 4 (0.33%) VMware Infrastructure
4 3 (0.25%) Oracle RAC
5 2 (0.17%) iptables
5 2 (0.17%) Postfix
5 2 (0.17%) Samba
Systems Management
1 7 (0.58%) Hadoop YARN
2 6 (0.50%) Kubernetes
3 5 (0.41%) Puppet
4 4 (0.33%) Tivoli
5 3 (0.25%) HP Quality Center
5 3 (0.25%) Opscode Chef
6 2 (0.17%) Ambari
6 2 (0.17%) Oracle EDQ
6 2 (0.17%) ZABBIX
7 1 (0.083%) Control-M
7 1 (0.083%) Data Guard
7 1 (0.083%) Netcool
7 1 (0.083%) Netcool/OMNIbus
7 1 (0.083%) Oracle RMAN
7 1 (0.083%) Tivoli Storage Manager
Vendors
1 196 (16.25%) Oracle
2 165 (13.68%) Microsoft
3 81 (6.72%) SAP
4 53 (4.39%) Tableau
5 48 (3.98%) Informatica
6 40 (3.32%) Cognos
7 36 (2.99%) IBM
8 23 (1.91%) Sybase
9 21 (1.74%) Salesforce.com
10 20 (1.66%) MicroStrategy
11 18 (1.49%) Siebel
11 18 (1.49%) Teradata
12 15 (1.24%) Talend
13 13 (1.08%) Remedy
14 11 (0.91%) BMC
15 10 (0.83%) Cloudera
16 9 (0.75%) Fidessa
17 7 (0.58%) Ab Initio
17 7 (0.58%) Netezza
17 7 (0.58%) Red Hat
London
Venturi
Rate: £375 - £450 per day
Posted: 16 hours ago
London
McGregor Boyall
Rate: £474 - £500 per day
Posted: 17 hours ago
London
Staffworx Ltd
Rate: market rates or excellent salary, 6 months initial contract
Posted: 18 hours ago
Central London / West End
Russell King Associates
Rate: From £350 to £450 per day
Posted: 18 hours ago
London
Talent International
Rate: ££ Excellent Day
Posted: 23 hours ago
London
McGregor Boyall
Rate: £650 - £700 per day
Posted: Yesterday
City, London
Quant Capital
Rate: Up to £550 per day
Posted: Yesterday
London
Executive Recruitment Services (ERS)
Rate: £400 - £480 per day
Posted: 2 days ago
London
Quant Capital
Rate: £475 - £500+ per day
Posted: 2 days ago
City, London
Premier IT
Rate: £450 - £510 per annum
Posted: 2 days ago
London
Spencer Rose
Rate: From £450 to £500 per day
Posted: 2 days ago
London
Scot Lewis Associates
Rate: From £550 to £650 per day
Posted: 3 days ago
London
Hydrogen Group
Rate: £375.00 - £400.00 per annum
Posted: 3 days ago
South West London
HAYS INFORMATION TECHNOLOGY
Rate: £430.00 - £450.00 per day
Posted: 3 days ago
City, London
Networking People
Rate: Negotiable / Competitive
Posted: 3 days ago
South West London
HAYS INFORMATION TECHNOLOGY
Rate: £425.00 - £450.00 per annum
Posted: 3 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £450.00 per day
Posted: 3 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £450.00 per day
Posted: 3 days ago
London
Experis Ltd
Rate: £250.00 - £300.00 per day
Posted: 3 days ago
City, London
TEKsystems
Rate: market rate
Posted: 3 days ago
City of Westminster
Hays Specialist Recruitment Ltd
Rate: £430.00 - £450.00 per day
Posted: 4 days ago
City of Westminster
Hays Specialist Recruitment Ltd
Rate: £430.00 - £450.00 per day
Posted: 4 days ago
City, London
TEKsystems
Rate: £700 - £800 per day
Posted: 4 days ago
London
Venturi
Rate: £450 - £500 per day
Posted: 4 days ago
South West London
HAYS INFORMATION TECHNOLOGY
Rate: £475.00 - £503.00 per annum
Posted: 4 days ago
London
Salt
Rate: £400 per day
Posted: 5 days ago
London
Huxley
Rate: £550 - £600 per day
Posted: 7 days ago
London
Hays Specialist Recruitment Ltd
Rate: £400.00 - £450.00 per annum
Posted: 9 days ago
London
Real Staffing
Rate: £400 - £450 per day + competitive
Posted: 10 days ago
City of London
Hays London City Cheapside
Rate: £650.00 per day
Posted: 10 days ago