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 3 December 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
3 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 79 87 64
Rank change year-on-year
+8 -23
Contract jobs citing Data Modelling 683 596 765
As % of all contract IT jobs located in London 3.20% 2.64% 3.18%
As % of the Processes & Methodologies category 3.77% 3.16% 3.93%
Number of daily rates quoted 484 398 515
Median daily rate £500 £500 £475
Median daily rate % change year-on-year
- +5.26%
90% offered a daily rate of more than £388 £375 £340
10% offered a daily rate of more than £650 £650 £650
UK excluding London median daily rate £450 £425 £446
% change year-on-year
+5.88% -4.60%
Number of hourly rates quoted 1 1 0
Median hourly rate £29.50 £53.00 -
Median hourly rate % change year-on-year
-44.33% -
UK excluding London median hourly rate £46.50 £35.21 £74.50
% change year-on-year
+32.08% -52.74%
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
18121 18873 19441
As % of all contract IT jobs located in London 84.86% 83.49% 80.83%
Number of daily rates quoted 13026 13477 14336
Median daily rate £476 £463 £450
Median daily rate % change year-on-year
+2.81% +2.77%
90% offered a daily rate of more than £338 £325 £300
10% offered a daily rate of more than £625 £625 £625
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 195 233 252
Median hourly rate £27.50 £22.50 £22.50
Median hourly rate % change year-on-year
+22.22% -
90% offered a hourly rate of more than £13.50 £12.50 £11.50
10% offered a hourly rate of more than £50.00 £50.00 £53.50
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

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 3 December 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 3 December 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 +26 143 £525 +5.00% 24
Canary Wharf +16 15 £550 +111.53%
Docklands, London -3 3 £563 +7.14%
Brentford - 3 £453 -
Croydon -24 2 £418 +19.28% 1
Westminster - 2 £425 - 1
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 3 December 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.

1 509 (37.02%) SQL
2 392 (28.51%) Finance
3 372 (27.05%) Agile Software Development
4 351 (25.53%) Data Warehouse
5 315 (22.91%) ETL
6 304 (22.11%) Business Intelligence
7 270 (19.64%) Oracle
8 225 (16.36%) Data Architecture
9 220 (16.00%) SQL Server
10 205 (14.91%) Banking
11 201 (14.62%) Data Management
12 200 (14.55%) Java
13 191 (13.89%) Data Quality
14 185 (13.45%) Big Data
15 165 (12.00%) Analytics
16 164 (11.93%) Logical Data Model
17 156 (11.35%) Hadoop
18 154 (11.20%) Data Analysis
19 145 (10.55%) Analytical Skills
20 136 (9.89%) Degree
21 133 (9.67%) Microsoft
22 130 (9.45%) XML
23 124 (9.02%) Stakeholder Management
24 118 (8.58%) .NET
24 118 (8.58%) SOA
25 117 (8.51%) Migration
26 114 (8.29%) Physical Data Model
27 108 (7.85%) Scrum
28 104 (7.56%) Web Services
28 104 (7.56%) SQL Server Integration 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 90 (6.55%) Apache Spark
2 56 (4.07%) Oracle SOA Suite
3 46 (3.35%) SAS
4 40 (2.91%) Confluence
5 26 (1.89%) SharePoint
6 20 (1.45%) WebSphere
7 18 (1.31%) Apache Pig
8 16 (1.16%) Elasticsearch
9 14 (1.02%) Oracle Workflow
10 13 (0.95%) CMS
11 12 (0.87%) Apache
12 9 (0.65%) Oracle Service Bus
13 6 (0.44%) BizTalk Server
13 6 (0.44%) Tomcat
13 6 (0.44%) WebLogic
14 5 (0.36%) Apache Solr
14 5 (0.36%) Liferay
15 4 (0.29%) Adobe Experience Manager
15 4 (0.29%) JBoss
16 3 (0.22%) Oracle HTTP Server
Applications
1 101 (7.35%) MS Excel
2 35 (2.55%) MS Visio
3 33 (2.40%) MS Office
4 26 (1.89%) MS Project
5 24 (1.75%) MS PowerPoint
6 14 (1.02%) Spreadsheet
7 5 (0.36%) SPSS
8 2 (0.15%) Mathematica
8 2 (0.15%) OmniGraffle
9 1 (0.073%) LaTeX
Business Applications
1 49 (3.56%) Oracle EBS
2 30 (2.18%) Dynamics CRM
2 30 (2.18%) Eloqua
3 13 (0.95%) Cognos TM1
4 11 (0.80%) Salesforce.com CRM
5 10 (0.73%) Radian6
6 9 (0.65%) Social Studio
7 7 (0.51%) Endur
8 5 (0.36%) SAP Oil and Gas
9 4 (0.29%) Dynamics AX
9 4 (0.29%) Markit EDM
9 4 (0.29%) Oracle EBS R12
10 3 (0.22%) Cognos Controller
10 3 (0.22%) Oracle Applications
10 3 (0.22%) SAP HR
10 3 (0.22%) SAP hybris
11 2 (0.15%) assyst
11 2 (0.15%) Cognos Business Intelligence
11 2 (0.15%) Oracle HRMS
11 2 (0.15%) SAP FI
Cloud Services
1 49 (3.56%) Amazon AWS
2 31 (2.25%) Microsoft Azure
3 10 (0.73%) SaaS
4 9 (0.65%) Google Cloud Platform
5 6 (0.44%) IBM Cloud
5 6 (0.44%) SuccessFactors
6 5 (0.36%) Amazon Kinesis
6 5 (0.36%) Force.com
6 5 (0.36%) GitHub
7 3 (0.22%) G Suite
7 3 (0.22%) iPaaS
7 3 (0.22%) OpenShift
7 3 (0.22%) PaaS
8 2 (0.15%) Amazon EC2
8 2 (0.15%) Boomi
8 2 (0.15%) Heroku
8 2 (0.15%) IaaS
8 2 (0.15%) Lucidchart
8 2 (0.15%) Veeva
9 1 (0.073%) Amazon SQS
Communications & Networking
1 22 (1.60%) HTTP
2 17 (1.24%) Firewall
3 13 (0.95%) Internet
4 10 (0.73%) CTI
4 10 (0.73%) LDAP
5 9 (0.65%) TCP/IP
6 6 (0.44%) FTP
7 4 (0.29%) Network Security
8 3 (0.22%) PuTTY
9 2 (0.15%) LAN
9 2 (0.15%) WAN
9 2 (0.15%) Wireless
10 1 (0.073%) DHCP
10 1 (0.073%) DNS
10 1 (0.073%) IPv6
10 1 (0.073%) Kerberos
10 1 (0.073%) OSPF
10 1 (0.073%) SAN
10 1 (0.073%) VoIP
10 1 (0.073%) VPN
Database & Business Intelligence
1 351 (25.53%) Data Warehouse
2 220 (16.00%) SQL Server
3 185 (13.45%) Big Data
4 156 (11.35%) Hadoop
5 104 (7.56%) SQL Server Integration Services
6 102 (7.42%) Relational Database
7 88 (6.40%) NoSQL
8 78 (5.67%) SQL Server Reporting Services
9 60 (4.36%) SQL Server Analysis Services
10 57 (4.15%) Oracle Database
10 57 (4.15%) QlikView
11 49 (3.56%) Apache Hive
12 39 (2.84%) MongoDB
13 37 (2.69%) BusinessObjects
13 37 (2.69%) DB2
13 37 (2.69%) MySQL
14 36 (2.62%) SQL Server 2008
15 33 (2.40%) Oracle ODI
16 32 (2.33%) Data Mining
17 29 (2.11%) SQL Server 2012
Development Applications
1 65 (4.73%) JIRA
2 54 (3.93%) ERwin
3 34 (2.47%) Git (software)
3 34 (2.47%) Talend Open Studio
4 28 (2.04%) Team Foundation Server
5 27 (1.96%) Subversion
6 20 (1.45%) Visual Studio
7 15 (1.09%) Eclipse
7 15 (1.09%) PowerDesigner
8 13 (0.95%) JUnit
9 12 (0.87%) Bitbucket
10 11 (0.80%) Cucumber
10 11 (0.80%) VSS/SourceSafe
11 8 (0.58%) Oracle Forms
12 7 (0.51%) Jenkins
13 6 (0.44%) Artifactory
13 6 (0.44%) MSTest
13 6 (0.44%) NUnit
14 5 (0.36%) Gradle
14 5 (0.36%) Maven
General
1 392 (28.51%) Finance
2 205 (14.91%) Banking
3 83 (6.04%) Investment Banking
4 69 (5.02%) Retail
5 64 (4.65%) Marketing
6 24 (1.75%) Financial Institution
6 24 (1.75%) Law
6 24 (1.75%) Legal
6 24 (1.75%) Publishing
7 17 (1.24%) Advertising
7 17 (1.24%) Back Office
8 16 (1.16%) Telecoms
9 13 (0.95%) Retail Banking
10 12 (0.87%) Front Office
11 8 (0.58%) Games
12 7 (0.51%) Pharmaceutical
13 4 (0.29%) Corporate Banking
13 4 (0.29%) International Banking
14 3 (0.22%) Automotive
15 2 (0.15%) Electronics
Job Titles
1 436 (31.71%) Architect
2 328 (23.85%) Developer
3 326 (23.71%) Analyst
4 252 (18.33%) Data Architect
5 145 (10.55%) Business Analyst
6 132 (9.60%) Data Analyst
7 72 (5.24%) Consultant
8 65 (4.73%) Solutions Architect
9 63 (4.58%) Data Modeller
10 60 (4.36%) Technical Architect
11 45 (3.27%) SQL Analyst
12 41 (2.98%) Senior Developer
13 38 (2.76%) SQL Developer
14 36 (2.62%) Big Data Architect
15 35 (2.55%) SQL Data Analyst
16 34 (2.47%) Java Developer
17 31 (2.25%) Oracle Developer
18 29 (2.11%) Agile Developer
18 29 (2.11%) Business Intelligence Developer
18 29 (2.11%) Data Business Analyst
Libraries, Frameworks & Software Standards
1 130 (9.45%) XML
2 118 (8.58%) .NET
3 104 (7.56%) Web Services
4 86 (6.25%) REST
5 68 (4.95%) RESTful
6 62 (4.51%) HTML
7 61 (4.44%) JSON
8 42 (3.05%) Spring
9 41 (2.98%) AngularJS
10 40 (2.91%) Kafka
10 40 (2.91%) SOAP
11 38 (2.76%) J2EE
12 36 (2.62%) .NET Framework
13 35 (2.55%) ASP.NET
13 35 (2.55%) CSS
14 33 (2.40%) XSLT
15 26 (1.89%) Hibernate
15 26 (1.89%) Middleware
16 24 (1.75%) React
17 22 (1.60%) HTML5
Miscellaneous
1 145 (10.55%) Analytical Skills
2 102 (7.42%) Data Integration
3 90 (6.55%) Data Structures
4 89 (6.47%) Management Information System
5 71 (5.16%) Computer Science
6 61 (4.44%) Visualisation
7 55 (4.00%) Reference Data
8 51 (3.71%) Statistics
9 47 (3.42%) Algorithms
10 27 (1.96%) Equities
11 25 (1.82%) User Experience
12 24 (1.75%) Fixed Income
13 23 (1.67%) Mathematics
14 19 (1.38%) Credit Risk
14 19 (1.38%) Foreign Exchange (FX)
15 14 (1.02%) Mobile App
15 14 (1.02%) NHS
16 13 (0.95%) Artificial Intelligence
16 13 (0.95%) Replication
17 12 (0.87%) Market Risk
Operating Systems
1 56 (4.07%) Unix
2 50 (3.64%) Windows
3 49 (3.56%) Linux
4 7 (0.51%) Windows Server
5 3 (0.22%) Windows Server 2012
6 2 (0.15%) CentOS
6 2 (0.15%) Red Hat Enterprise Linux
6 2 (0.15%) Ubuntu
6 2 (0.15%) Windows 2000
6 2 (0.15%) Windows 8
6 2 (0.15%) Windows Server 2008
6 2 (0.15%) Windows Vista
6 2 (0.15%) Windows XP
7 1 (0.073%) Android
7 1 (0.073%) Apple iOS
7 1 (0.073%) Debian
7 1 (0.073%) Mac OS X
7 1 (0.073%) Solaris
7 1 (0.073%) Windows Server 2003
7 1 (0.073%) zOS
Processes & Methodologies
1 372 (27.05%) Agile Software Development
2 315 (22.91%) ETL
3 304 (22.11%) Business Intelligence
4 225 (16.36%) Data Architecture
5 201 (14.62%) Data Management
6 165 (12.00%) Analytics
7 164 (11.93%) Logical Data Model
8 154 (11.20%) Data Analysis
9 124 (9.02%) Stakeholder Management
10 118 (8.58%) SOA
11 117 (8.51%) Migration
12 114 (8.29%) Physical Data Model
13 108 (7.85%) Scrum
14 95 (6.91%) UML
15 91 (6.62%) Data Migration
16 90 (6.55%) CRM
16 90 (6.55%) Project Management
17 84 (6.11%) Enterprise Architecture
18 82 (5.96%) Waterfall
19 81 (5.89%) Software Engineering
Programming Languages
1 509 (37.02%) SQL
2 200 (14.55%) Java
3 102 (7.42%) Python
4 101 (7.35%) C#
5 86 (6.25%) JavaScript
6 63 (4.58%) Scala
7 60 (4.36%) PL/SQL
7 60 (4.36%) T-SQL
8 45 (3.27%) R
9 39 (2.84%) VBA
10 36 (2.62%) Perl
11 33 (2.40%) C++
11 33 (2.40%) Shell Script
12 16 (1.16%) Bash Shell
13 15 (1.09%) ABAP
14 13 (0.95%) Apex Code
14 13 (0.95%) C
14 13 (0.95%) PHP
14 13 (0.95%) VB
15 10 (0.73%) Ruby
Qualifications
1 136 (9.89%) Degree
2 59 (4.29%) Security Cleared
3 39 (2.84%) SC Cleared
4 20 (1.45%) ISEB
5 16 (1.16%) PhD
6 12 (0.87%) PMP
7 11 (0.80%) DV Cleared
7 11 (0.80%) ISTQB
8 8 (0.58%) BPSS Clearance
9 4 (0.29%) IIBA
9 4 (0.29%) PRINCE2 Practitioner
10 3 (0.22%) CBAP
10 3 (0.22%) CFA
10 3 (0.22%) CTC Cleared
10 3 (0.22%) ITIL Certification
10 3 (0.22%) Six Sigma Green Belt
10 3 (0.22%) Sun Certification
11 2 (0.15%) BC Cleared
11 2 (0.15%) CISSP
12 1 (0.073%) APMP
Quality Assurance & Compliance
1 191 (13.89%) Data Quality
2 39 (2.84%) QA
3 16 (1.16%) FATCA
3 16 (1.16%) ISO20022
3 16 (1.16%) MiFID
4 12 (0.87%) Solvency II
5 9 (0.65%) Disclosure Scotland
6 7 (0.51%) GCP
6 7 (0.51%) Sarbanes-Oxley
7 4 (0.29%) Basel III
7 4 (0.29%) Dodd-Frank
7 4 (0.29%) SAS 70
8 3 (0.22%) COBIT
8 3 (0.22%) PCI DSS
8 3 (0.22%) SLA
9 2 (0.15%) Basel II
9 2 (0.15%) Dublin Core
9 2 (0.15%) EMIR
9 2 (0.15%) ISO/IEC 27001
10 1 (0.073%) COREP
System Software
1 20 (1.45%) Apache Flume
2 16 (1.16%) Docker
3 13 (0.95%) HDFS
4 3 (0.22%) Oracle RAC
5 2 (0.15%) Active Directory
5 2 (0.15%) Btrfs
5 2 (0.15%) VMware Infrastructure
5 2 (0.15%) VMware Workstation
6 1 (0.073%) Apache ZooKeeper
6 1 (0.073%) etcd
6 1 (0.073%) flannel
6 1 (0.073%) iptables
6 1 (0.073%) Postfix
6 1 (0.073%) Samba
6 1 (0.073%) Tivoli Workload Scheduler
6 1 (0.073%) Virtual Desktop
6 1 (0.073%) VMware ESX
6 1 (0.073%) XenServer
Systems Management
1 11 (0.80%) Kubernetes
2 9 (0.65%) Rsyslog
3 8 (0.58%) DBAmp
3 8 (0.58%) HP Quality Center
4 6 (0.44%) Ambari
5 5 (0.36%) Control-M
5 5 (0.36%) Hadoop YARN
5 5 (0.36%) Oracle Enterprise Manager
6 4 (0.29%) Puppet
7 3 (0.22%) Kibana
7 3 (0.22%) SCOM
7 3 (0.22%) Tivoli
8 2 (0.15%) Grafana
8 2 (0.15%) logstash
8 2 (0.15%) Nagios
8 2 (0.15%) Oozie
9 1 (0.073%) Host Intrusion Detection System
9 1 (0.073%) Network Intrusion Detection System
9 1 (0.073%) Opscode Chef
9 1 (0.073%) Oracle Identity Management
Vendors
1 270 (19.64%) Oracle
2 133 (9.67%) Microsoft
3 88 (6.40%) Salesforce.com
4 75 (5.45%) SAP
5 68 (4.95%) Informatica
6 59 (4.29%) Netezza
7 58 (4.22%) Teradata
8 53 (3.85%) Sybase
9 45 (3.27%) Cognos
10 43 (3.13%) Tableau
11 36 (2.62%) IBM
12 34 (2.47%) Talend
13 27 (1.96%) Atlassian
14 21 (1.53%) Hyperion
15 18 (1.31%) Splunk
16 17 (1.24%) Hortonworks
17 13 (0.95%) Adobe
17 13 (0.95%) GoldenSource
18 12 (0.87%) Salesforce Marketing Cloud
18 12 (0.87%) Sitecore
City, London
I3
Rate: £440 - £450 per annum
Posted: Yesterday
City, London
Ebury
Rate: £400.00 - £430.00 per day
Posted: Yesterday
City, London
ANSON MCCADE
Rate: £500 - £650 DR
Posted: 2 days ago
London
Lorien Resourcing
Rate: £250 - £325 per day
Posted: Yesterday
London
Opilio Recruitment
Rate: From £42,000 to £47,000 per annum
Posted: Yesterday
London
Harvey Nash plc
Rate: £600 - £780 per day
Posted: Yesterday
City, London
Ebury
Rate: £400.00 - £430.00 per day
Posted: 2 days ago
London
Red10
Rate: £450 - £500 per annum
Posted: 3 days ago
City, London
Austin Fraser
Rate: £400 - £450 per day
Posted: Yesterday
City of London
Real Staffing
Rate: competitive
Posted: Yesterday
London
Streamline Connections
Rate: £500 - £600 per day
Posted: Yesterday
London
People Source Consulting
Rate: £400 - £450 per day
Posted: Yesterday
City, London
Harvey Nash plc
Rate: £300 - £400 per day
Posted: 2 days ago
London
Harris Global
Rate: Up to £550 per day
Posted: Yesterday
City, London
TEKsystems
Rate: market rate
Posted: 5 days ago
London
Streamline Connections
Rate: £450 - £500 per day
Posted: 4 days ago
City, London
Hays Finance Technology
Rate: £650.00 - £700.00 per day
Posted: 4 days ago
London
Twenty Recruitment Group
Posted: 2 days ago
London
Staffworx Ltd
Rate: excellent rates + expenses
Posted: Yesterday
Croydon, Surrey
LA International
Rate: £475 - £500 per day
Posted: 5 days ago
London
Square One Resources
Posted: 4 days ago
Feltham
Interquest - IQ Tech
Rate: £450 - £500 per day
Posted: 4 days ago
London
ComputAppoint
Rate: £500 per day
Posted: 3 days ago
West London
Lorien Resourcing
Rate: £400 - £410 per day
Posted: 3 days ago