The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Modelling
England / London
Rank 86 88 54
Rank change year-on-year +2 -34  
Contract jobs citing Data Modelling 572 573 769
As % of all contract IT jobs advertised in London 2.97% 2.59% 3.63%
As % of the Processes & Methodologies category 3.49% 3.04% 4.42%
Number of daily rates quoted 411 390 495
Median daily rate £475 £500 £475
Median daily rate % change year-on-year -5.00% +5.26%  
90% offered a daily rate of more than £375 £350 £338
10% offered a daily rate of more than £650 £650 £650
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 0 5 2
Median hourly rate - £43.57 £62.50
Median hourly rate % change year-on-year - -30.28%  
UK excluding London median hourly rate £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for process and methodology skills.

Contract Process & Methodology Skills
London
Contract job vacancies with a requirement for process and methodology skills 16395 18853 17384
As % of all contract IT job vacancies advertised in London 85.18% 85.15% 82.03%
Number of daily rates quoted 11793 13608 12215
Median daily rate £480 £475 £450
Median daily rate % change year-on-year +1.05% +5.55%  
90% offered a daily rate of more than £345 £325 £310
10% offered a daily rate of more than £650 £625 £615
UK excluding London median daily rate £410 £400 £398
% change year-on-year +2.50% +0.62%  
Number of hourly rates quoted 167 194 249
Median hourly rate £32.50 £22.50 £20.00
Median hourly rate % change year-on-year +44.44% +12.50%  
90% offered a hourly rate of more than £14.20 £12.50 £11.00
10% offered a hourly rate of more than £55.00 £52.50 £55.00
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

Data Modelling
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in London

Data Modelling
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Modelling in London.

Contractor daily rate trend for Data Modelling in London

Data Modelling
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Data Modelling in London over the 3 months to 26 March 2017.

Contractor daily rate histogram for Data Modelling in London

Data Modelling
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling in London.

Contractor hourly rate trend for Data Modelling 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 26 March 2017. 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 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 +15 113 £475 -9.52% 31
Canary Wharf 0 12 £560 +16.66%
Docklands, London +2 6 £315 -
Croydon +8 1 - -
Twickenham - 1 £425 -
Brentford - 1 - -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 26 March 2017, 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.

1 508 (41.07%) SQL
2 398 (32.17%) Finance
3 341 (27.57%) Agile Software Development
4 302 (24.41%) ETL
5 293 (23.69%) Data Warehouse
6 274 (22.15%) Business Intelligence
7 252 (20.37%) Oracle
8 240 (19.40%) SQL Server
9 228 (18.43%) Banking
10 199 (16.09%) Java
11 176 (14.23%) Data Management
11 176 (14.23%) Data Quality
12 175 (14.15%) Analytical Skills
13 173 (13.99%) Analytics
14 169 (13.66%) Big Data
15 161 (13.02%) Microsoft
16 154 (12.45%) Data Analysis
17 153 (12.37%) Data Architecture
18 148 (11.96%) Hadoop
19 137 (11.08%) Business Analysis
19 137 (11.08%) Logical Data Model
20 121 (9.78%) Python
21 120 (9.70%) Migration
22 118 (9.54%) Degree
23 116 (9.38%) MS Excel
24 110 (8.89%) SQL Server Integration Services
25 106 (8.57%) Stakeholder Management
26 104 (8.41%) XML
27 102 (8.25%) Scrum
28 98 (7.92%) Project Management

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 69 (5.58%) Apache Spark
2 48 (3.88%) SAS
3 35 (2.83%) Oracle SOA Suite
4 32 (2.59%) Confluence
5 25 (2.02%) SharePoint
6 24 (1.94%) Apache Pig
7 23 (1.86%) WebLogic
8 19 (1.54%) Apache
9 18 (1.46%) JBoss
10 17 (1.37%) Elasticsearch
11 15 (1.21%) Oracle Workflow
12 12 (0.97%) CMS
12 12 (0.97%) WebSphere
13 8 (0.65%) Liferay
14 6 (0.49%) Apache Solr
14 6 (0.49%) Drupal
14 6 (0.49%) Skype for Business
15 5 (0.40%) Tomcat
16 3 (0.24%) MQSeries
16 3 (0.24%) Mule
Applications
1 116 (9.38%) MS Excel
2 44 (3.56%) MS Visio
3 40 (3.23%) MS Office
4 24 (1.94%) MS Project
5 13 (1.05%) MS PowerPoint
6 11 (0.89%) SPSS
7 10 (0.81%) Spreadsheet
8 4 (0.32%) Mathematica
9 3 (0.24%) S-PLUS
10 1 (0.081%) GNU Octave
10 1 (0.081%) Weka
Business Applications
1 36 (2.91%) Dynamics CRM
2 12 (0.97%) Endur
3 10 (0.81%) Loan IQ
4 8 (0.65%) Oracle BPM
5 7 (0.57%) Dynamics AX
6 5 (0.40%) SAP MDG
7 4 (0.32%) NetSuite
7 4 (0.32%) Oracle EBS
7 4 (0.32%) Oracle Retail
7 4 (0.32%) Salesforce.com CRM
8 3 (0.24%) Cognos Business Intelligence
8 3 (0.24%) Eloqua
8 3 (0.24%) Oracle Receivables
9 2 (0.16%) Dynamics NAV
9 2 (0.16%) Magento
9 2 (0.16%) Oracle Applications
9 2 (0.16%) Oracle Cash Management
9 2 (0.16%) Oracle Payables
9 2 (0.16%) SAP ERP
9 2 (0.16%) SAP Oil and Gas
Cloud Services
1 40 (3.23%) Amazon AWS
2 32 (2.59%) Microsoft Azure
3 7 (0.57%) Office 365
4 6 (0.49%) Force.com
4 6 (0.49%) GitHub
4 6 (0.49%) SaaS
5 4 (0.32%) IBM Cloud
6 3 (0.24%) Amazon Kinesis
6 3 (0.24%) Amazon S3
6 3 (0.24%) PaaS
7 2 (0.16%) Cloud Computing
7 2 (0.16%) IBM Blueworks
7 2 (0.16%) Slack
7 2 (0.16%) Trello
8 1 (0.081%) AWS CloudFormation
8 1 (0.081%) Azure Active Directory
8 1 (0.081%) Google Cloud Platform
8 1 (0.081%) OpenShift
8 1 (0.081%) Oracle CX
8 1 (0.081%) SuccessFactors
Communications & Networking
1 11 (0.89%) Internet
1 11 (0.89%) LDAP
2 8 (0.65%) Firewall
2 8 (0.65%) FTP
2 8 (0.65%) HTTP
3 7 (0.57%) NAS
3 7 (0.57%) WAN
4 6 (0.49%) MPLS
5 5 (0.40%) Skype
6 4 (0.32%) Intranet
7 3 (0.24%) Ethernet
7 3 (0.24%) IPsec
7 3 (0.24%) LAN
7 3 (0.24%) VPN
8 2 (0.16%) DNS
8 2 (0.16%) Kerberos
8 2 (0.16%) SSL
9 1 (0.081%) Broadband
9 1 (0.081%) DHCP
9 1 (0.081%) VoIP
Database & Business Intelligence
1 293 (23.69%) Data Warehouse
2 240 (19.40%) SQL Server
3 169 (13.66%) Big Data
4 148 (11.96%) Hadoop
5 110 (8.89%) SQL Server Integration Services
6 94 (7.60%) SQL Server Reporting Services
7 88 (7.11%) Relational Database
8 73 (5.90%) QlikView
9 67 (5.42%) NoSQL
10 65 (5.25%) Apache Hive
10 65 (5.25%) SQL Server Analysis Services
11 62 (5.01%) Oracle Database
12 51 (4.12%) DB2
13 45 (3.64%) BusinessObjects
13 45 (3.64%) Power BI
14 38 (3.07%) RDBMS
15 35 (2.83%) DataStage
16 34 (2.75%) Data Mining
16 34 (2.75%) MongoDB
17 33 (2.67%) SQL Server 2012
Development Applications
1 57 (4.61%) ERwin
2 51 (4.12%) JIRA
3 40 (3.23%) Team Foundation Server
4 34 (2.75%) Talend Open Studio
5 27 (2.18%) Git (software)
6 21 (1.70%) PowerDesigner
7 20 (1.62%) Subversion
8 17 (1.37%) Jenkins
8 17 (1.37%) JUnit
9 16 (1.29%) Visual Studio
10 14 (1.13%) HP UFT
10 14 (1.13%) NUnit
11 12 (0.97%) Bitbucket
11 12 (0.97%) MSTest
12 11 (0.89%) Selenium
13 10 (0.81%) Cucumber
13 10 (0.81%) Oracle APEX
14 9 (0.73%) TeamCity
15 8 (0.65%) Ant
15 8 (0.65%) Maven
General
1 398 (32.17%) Finance
2 228 (18.43%) Banking
3 81 (6.55%) Investment Banking
4 50 (4.04%) Legal
5 37 (2.99%) Retail
6 26 (2.10%) Marketing
7 25 (2.02%) Back Office
8 15 (1.21%) Front Office
8 15 (1.21%) Law
9 14 (1.13%) Financial Institution
9 14 (1.13%) Publishing
10 11 (0.89%) Billing
10 11 (0.89%) Telecoms
11 10 (0.81%) Games
12 9 (0.73%) Advertising
13 7 (0.57%) International Banking
13 7 (0.57%) Pharmaceutical
14 5 (0.40%) General Ledger
14 5 (0.40%) Retail Banking
15 4 (0.32%) Automotive
Job Titles
1 353 (28.54%) Architect
2 334 (27.00%) Developer
3 333 (26.92%) Analyst
4 212 (17.14%) Data Architect
5 159 (12.85%) Business Analyst
6 149 (12.05%) Data Analyst
7 63 (5.09%) Data Modeller
8 58 (4.69%) Consultant
9 46 (3.72%) SQL Analyst
9 46 (3.72%) SQL Developer
10 45 (3.64%) Java Developer
11 44 (3.56%) Solutions Architect
12 38 (3.07%) Lead Architect
13 37 (2.99%) Data Business Analyst
14 34 (2.75%) Business Intelligence Developer
15 33 (2.67%) Business Intelligence Analyst
16 32 (2.59%) Senior Developer
17 30 (2.43%) SQL Data Analyst
18 27 (2.18%) Senior Analyst
19 26 (2.10%) Data Engineer
Libraries, Frameworks & Software Standards
1 104 (8.41%) XML
2 90 (7.28%) .NET
3 70 (5.66%) Web Services
4 62 (5.01%) HTML
5 60 (4.85%) REST
6 59 (4.77%) Spring
7 58 (4.69%) CSS
8 54 (4.37%) AngularJS
9 49 (3.96%) SOAP
10 48 (3.88%) J2EE
11 32 (2.59%) JSON
11 32 (2.59%) Kafka
12 30 (2.43%) MDX
13 29 (2.34%) Node.js
14 28 (2.26%) RESTful
15 26 (2.10%) Hibernate
16 25 (2.02%) XSLT
17 24 (1.94%) HTML5
17 24 (1.94%) jQuery
18 19 (1.54%) XML Schema
Miscellaneous
1 175 (14.15%) Analytical Skills
2 63 (5.09%) Management Information System
3 62 (5.01%) Data Structures
4 61 (4.93%) Reference Data
5 59 (4.77%) Computer Science
6 28 (2.26%) Credit Risk
7 25 (2.02%) Foreign Exchange (FX)
8 24 (1.94%) User Experience
9 19 (1.54%) Market Risk
10 18 (1.46%) Fixed Income
11 17 (1.37%) Derivative
11 17 (1.37%) Replication
12 16 (1.29%) Algorithms
13 15 (1.21%) Equities
14 13 (1.05%) NHS
15 10 (0.81%) Enterprise Software
15 10 (0.81%) Fintech
15 10 (0.81%) Mobile App
15 10 (0.81%) Taxonomies
15 10 (0.81%) Virtual Team
Operating Systems
1 72 (5.82%) Unix
2 58 (4.69%) Linux
3 45 (3.64%) Windows
4 10 (0.81%) Windows Server
5 6 (0.49%) Mac OS
5 6 (0.49%) Windows Server 2012
6 5 (0.40%) Windows Server 2003
6 5 (0.40%) Windows Server 2008
7 3 (0.24%) Android
7 3 (0.24%) Apple iOS
8 2 (0.16%) CentOS
9 1 (0.081%) Solaris
9 1 (0.081%) Ubuntu
9 1 (0.081%) zOS
Processes & Methodologies
1 341 (27.57%) Agile Software Development
2 302 (24.41%) ETL
3 274 (22.15%) Business Intelligence
4 176 (14.23%) Data Management
5 173 (13.99%) Analytics
6 154 (12.45%) Data Analysis
7 153 (12.37%) Data Architecture
8 137 (11.08%) Business Analysis
8 137 (11.08%) Logical Data Model
9 120 (9.70%) Migration
10 106 (8.57%) Stakeholder Management
11 102 (8.25%) Scrum
12 98 (7.92%) Project Management
13 91 (7.36%) Data Migration
14 90 (7.28%) Data Integration
14 90 (7.28%) OO
14 90 (7.28%) Physical Data Model
15 84 (6.79%) CRM
15 84 (6.79%) Data Governance
16 76 (6.14%) SOA
Programming Languages
1 508 (41.07%) SQL
2 199 (16.09%) Java
3 121 (9.78%) Python
4 96 (7.76%) JavaScript
5 82 (6.63%) C#
6 73 (5.90%) T-SQL
7 61 (4.93%) PL/SQL
8 59 (4.77%) R
9 38 (3.07%) Scala
10 26 (2.10%) C++
11 24 (1.94%) Shell Script
12 19 (1.54%) VBA
13 18 (1.46%) Perl
14 14 (1.13%) Data Analysis Expressions (DAX)
15 13 (1.05%) Apex Code
16 10 (0.81%) Ruby
17 9 (0.73%) ActionScript
17 9 (0.73%) C
17 9 (0.73%) SOQL
18 8 (0.65%) MATLAB
Qualifications
1 118 (9.54%) Degree
2 46 (3.72%) Security Cleared
3 29 (2.34%) SC Cleared
4 20 (1.62%) ISEB
5 13 (1.05%) ISTQB
5 13 (1.05%) PMP
6 11 (0.89%) DV Cleared
7 9 (0.73%) PhD
8 7 (0.57%) CTC Cleared
8 7 (0.57%) PMI Certification
9 6 (0.49%) CCA
9 6 (0.49%) Microsoft Certification
9 6 (0.49%) OCPJP
10 5 (0.40%) APMP
10 5 (0.40%) CFA
10 5 (0.40%) MCSE
11 4 (0.32%) Six Sigma Green Belt
11 4 (0.32%) Sun Certification
12 3 (0.24%) ACCA
13 2 (0.16%) ITIL Certification
Quality Assurance & Compliance
1 176 (14.23%) Data Quality
2 46 (3.72%) QA
3 27 (2.18%) MiFID
4 16 (1.29%) FATCA
4 16 (1.29%) ISO20022
5 15 (1.21%) Solvency II
6 12 (0.97%) IFRS
7 11 (0.89%) IFRS 9
8 7 (0.57%) EMIR
9 6 (0.49%) Dodd-Frank
9 6 (0.49%) PCI DSS
10 5 (0.40%) SDET
11 4 (0.32%) Sarbanes-Oxley
12 3 (0.24%) Basel III
12 3 (0.24%) COBIT
12 3 (0.24%) GxP
12 3 (0.24%) P3O
12 3 (0.24%) PMO
13 2 (0.16%) Disclosure Scotland
13 2 (0.16%) GDPR
System Software
1 13 (1.05%) Docker
2 12 (0.97%) Apache Flume
3 11 (0.89%) Active Directory
4 6 (0.49%) HDFS
4 6 (0.49%) Oracle RAC
5 4 (0.32%) vCloud
5 4 (0.32%) VMware Infrastructure
6 1 (0.081%) Virtual Desktop
6 1 (0.081%) VMware ESX
Systems Management
1 9 (0.73%) Kubernetes
2 7 (0.57%) Opscode Chef
2 7 (0.57%) Puppet
3 6 (0.49%) Ansible
4 5 (0.40%) Oozie
5 4 (0.32%) Control-M
5 4 (0.32%) Data Guard
5 4 (0.32%) Forefront Identity Manager
5 4 (0.32%) MOM
5 4 (0.32%) Tivoli
6 3 (0.24%) Hadoop YARN
6 3 (0.24%) HP Quality Center
6 3 (0.24%) SCCM
7 2 (0.16%) CFEngine
7 2 (0.16%) HP SiteScope
7 2 (0.16%) Nagios
7 2 (0.16%) Oracle Enterprise Manager
8 1 (0.081%) MIMEsweeper
8 1 (0.081%) Norton AntiVirus
8 1 (0.081%) Tivoli Storage Manager
Vendors
1 252 (20.37%) Oracle
2 161 (13.02%) Microsoft
3 72 (5.82%) SAP
4 64 (5.17%) Informatica
5 57 (4.61%) Sybase
6 54 (4.37%) IBM
7 48 (3.88%) Teradata
8 46 (3.72%) Tableau
9 35 (2.83%) Netezza
9 35 (2.83%) Salesforce.com
10 34 (2.75%) Talend
11 28 (2.26%) Cognos
12 20 (1.62%) MicroStrategy
13 19 (1.54%) Cloudera
14 18 (1.46%) ServiceNow
15 16 (1.29%) Ab Initio
15 16 (1.29%) Splunk
16 13 (1.05%) HP
16 13 (1.05%) hybris
17 12 (0.97%) Pega
London
Ebury
Rate: £400.00 - £450.00 per day
Posted: Yesterday
London
Ebury
Rate: £400.00 - £450.00 per day
Posted: Yesterday
City, London
Nigel Frank International Ltd
Rate: £400 - £600 per day
Posted: 5 days ago
London
Harvey Nash plc
Rate: £550 - £650 per day + -
Posted: 3 days ago
London
Edward Carter Solutions
Rate: £700 - £701 per day
Posted: 3 days ago
City, London
Cadence Resourcing
Rate: £600 - £675 per day
Posted: 2 days ago
London
Ebury
Rate: £454.00 per day
Posted: Yesterday
London
KPRS
Rate: From £400 to £400 per day £400 per day
Posted: 4 days ago
London
AMS contingency
Posted: 4 days ago
City, London
People Source Consulting
Rate: £500 - £650 per day
Posted: 2 days ago
London
IntaPeople
Rate: £550 - £600 per annum
Posted: 4 days ago
London
TEKsystems
Rate: £550 - £600 per day
Posted: 5 days ago
City, London
Venturi
Posted: 3 days ago
London
Nigel Frank International Ltd
Rate: £550 - £650 per day
Posted: 3 days ago
London
Nicoll Curtin
Rate: £550 - £650 per hour
Posted: 3 days ago
London
Experis Ltd
Rate: £500.00 - £600.00 per day
Posted: 3 days ago
London
Venturi
Rate: £500 - £550 per annum
Posted: 5 days ago
West London
Spargonet Consulting Plc
Rate: £350 per day
Posted: 6 days ago
London
Nakama
Rate: From £400 to £420 per day
Posted: 4 days ago
Central London / West End
Brightred Resourcing Limited
Rate: From £350 to £420 per day
Posted: 2 days ago
London
AMS contingency
Posted: 9 days ago
City, London
Deerfoot IT Resources Ltd
Rate: £450 - £500 per day + 6 month term initailly
Posted: 5 days ago
East London
Spencer Rose
Rate: From £500 to £550 per day
Posted: 5 days ago
City, London
Spencer Rose
Rate: £550 per annum
Posted: 6 days ago
London
AMS contingency
Posted: 26 days ago