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 18 January 2017 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
18 Jan 2017
Same period 2016 Same period 2015
Data Modelling
England / London
Rank 69 72 57
Rank change year-on-year
+3 -15
Contract jobs citing Data Modelling 639 643 728
As % of all contract IT jobs located in London 3.29% 3.07% 3.50%
As % of the Processes & Methodologies category 3.89% 3.65% 4.30%
Number of daily rates quoted 435 439 463
Median daily rate £500 £475 £475
Median daily rate % change year-on-year
+5.26% -
90% offered a daily rate of more than £375 £349 £325
10% offered a daily rate of more than £650 £650 £640
UK excluding London median daily rate £450 £433 £441
% change year-on-year
+4.04% -1.92%
Number of hourly rates quoted 3 5 0
Median hourly rate £34.00 £50.00 -
Median hourly rate % change year-on-year
-32.00% -
UK excluding London median hourly rate £55.00 £43.75 £70.00
% change year-on-year
+25.71% -37.50%

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
16411 17610 16936
As % of all contract IT jobs located in London 84.50% 84.21% 81.48%
Number of daily rates quoted 11831 12466 12257
Median daily rate £495 £475 £450
Median daily rate % change year-on-year
+4.21% +5.55%
90% offered a daily rate of more than £350 £325 £313
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 165 211 191
Median hourly rate £32.25 £25.69 £20.45
Median hourly rate % change year-on-year
+25.53% +25.65%
90% offered a hourly rate of more than £14.50 £12.50 £12.40
10% offered a hourly rate of more than £55.00 £50.99 £52.50
UK excluding London median hourly rate £34.75 £39.00 £25.50
% change year-on-year
-10.89% +52.94%

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 18 January 2017.

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 18 January 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 +8 124 £475 -5.00% 31
Canary Wharf +7 10 £513 +34.86%
Croydon -10 4 £488 +21.11%
Docklands, London -4 3 £483 -8.09%
Westminster -7 1 £425 -4.07%
Brentford - 1 - -
Twickenham - 1 £425 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 18 January 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.

1 503 (37.93%) SQL
2 386 (29.11%) Finance
3 361 (27.22%) Agile Software Development
4 329 (24.81%) Data Warehouse
5 319 (24.06%) ETL
6 314 (23.68%) Business Intelligence
7 261 (19.68%) Oracle
8 222 (16.74%) SQL Server
9 213 (16.06%) Banking
10 192 (14.48%) Data Architecture
11 191 (14.40%) Data Management
12 183 (13.80%) Big Data
13 181 (13.65%) Data Quality
14 179 (13.50%) Java
15 169 (12.75%) Analytics
16 159 (11.99%) Data Analysis
17 154 (11.61%) Analytical Skills
18 141 (10.63%) Hadoop
18 141 (10.63%) Logical Data Model
19 124 (9.35%) Degree
20 123 (9.28%) Microsoft
20 123 (9.28%) Python
21 119 (8.97%) Migration
22 115 (8.67%) Stakeholder Management
23 112 (8.45%) Scrum
24 111 (8.37%) Business Analysis
24 111 (8.37%) SQL Server Integration Services
25 108 (8.14%) XML
26 104 (7.84%) Project Management
27 100 (7.54%) .NET

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 73 (5.51%) Apache Spark
2 51 (3.85%) SAS
3 41 (3.09%) Oracle SOA Suite
4 40 (3.02%) Confluence
5 24 (1.81%) Apache Pig
6 20 (1.51%) Elasticsearch
6 20 (1.51%) SharePoint
7 19 (1.43%) WebLogic
8 16 (1.21%) Apache
9 13 (0.98%) WebSphere
10 12 (0.90%) CMS
10 12 (0.90%) JBoss
11 11 (0.83%) Oracle Workflow
12 7 (0.53%) Liferay
13 6 (0.45%) Apache Solr
14 5 (0.38%) Tomcat
15 4 (0.30%) Adobe Experience Manager
16 3 (0.23%) IIS
16 3 (0.23%) Oracle HTTP Server
17 2 (0.15%) Documentum
Applications
1 85 (6.41%) MS Excel
2 38 (2.87%) MS Visio
3 32 (2.41%) MS Office
4 27 (2.04%) MS Project
5 21 (1.58%) MS PowerPoint
6 15 (1.13%) Spreadsheet
7 12 (0.90%) SPSS
8 3 (0.23%) Mathematica
9 2 (0.15%) OmniGraffle
10 1 (0.075%) LaTeX
Business Applications
1 23 (1.73%) Dynamics CRM
2 21 (1.58%) Oracle EBS
3 15 (1.13%) Eloqua
4 12 (0.90%) Cognos TM1
5 7 (0.53%) SAP Oil and Gas
6 5 (0.38%) Dynamics AX
6 5 (0.38%) Endur
6 5 (0.38%) Loan IQ
7 3 (0.23%) Cognos Controller
7 3 (0.23%) SAP HR
8 2 (0.15%) Cognos Business Intelligence
8 2 (0.15%) Markit EDM
8 2 (0.15%) Oracle Applications
8 2 (0.15%) Oracle BPM
8 2 (0.15%) Oracle Payables
8 2 (0.15%) Oracle Receivables
8 2 (0.15%) Oracle Retail
8 2 (0.15%) SAP ERP
8 2 (0.15%) SAP FI
8 2 (0.15%) SAP hybris
Cloud Services
1 38 (2.87%) Amazon AWS
2 24 (1.81%) Microsoft Azure
3 8 (0.60%) SaaS
4 6 (0.45%) IBM Cloud
5 5 (0.38%) Amazon Kinesis
6 4 (0.30%) Force.com
6 4 (0.30%) SuccessFactors
7 3 (0.23%) Amazon S3
7 3 (0.23%) GitHub
7 3 (0.23%) OpenShift
8 2 (0.15%) Google Cloud Platform
8 2 (0.15%) iPaaS
8 2 (0.15%) Lucidchart
8 2 (0.15%) PaaS
8 2 (0.15%) Veeva
9 1 (0.075%) Amazon EC2
9 1 (0.075%) Azure Active Directory
9 1 (0.075%) Cloud Computing
9 1 (0.075%) G Suite
9 1 (0.075%) IaaS
Communications & Networking
1 20 (1.51%) Firewall
2 18 (1.36%) HTTP
3 13 (0.98%) LDAP
4 9 (0.68%) Internet
4 9 (0.68%) TCP/IP
5 6 (0.45%) MPLS
5 6 (0.45%) WAN
6 5 (0.38%) FTP
7 3 (0.23%) Ethernet
7 3 (0.23%) IPsec
7 3 (0.23%) VPN
8 2 (0.15%) Kerberos
8 2 (0.15%) LAN
8 2 (0.15%) Wireless
9 1 (0.075%) Broadband
9 1 (0.075%) DHCP
9 1 (0.075%) DNS
9 1 (0.075%) SAN
9 1 (0.075%) VoIP
9 1 (0.075%) Wi-Fi
Database & Business Intelligence
1 329 (24.81%) Data Warehouse
2 222 (16.74%) SQL Server
3 183 (13.80%) Big Data
4 141 (10.63%) Hadoop
5 111 (8.37%) SQL Server Integration Services
6 94 (7.09%) Relational Database
7 86 (6.49%) SQL Server Reporting Services
8 80 (6.03%) NoSQL
9 64 (4.83%) QlikView
10 63 (4.75%) SQL Server Analysis Services
11 58 (4.37%) Oracle Database
12 57 (4.30%) Apache Hive
13 55 (4.15%) BusinessObjects
14 45 (3.39%) DB2
15 37 (2.79%) Data Mining
16 35 (2.64%) SQL Server 2012
17 34 (2.56%) Apache Cassandra
18 33 (2.49%) MongoDB
19 32 (2.41%) Power BI
20 31 (2.34%) HBase
Development Applications
1 62 (4.68%) JIRA
2 49 (3.70%) ERwin
3 36 (2.71%) Talend Open Studio
4 31 (2.34%) Team Foundation Server
5 23 (1.73%) Git (software)
6 17 (1.28%) Subversion
7 15 (1.13%) PowerDesigner
7 15 (1.13%) Visual Studio
8 14 (1.06%) Eclipse
9 10 (0.75%) JUnit
10 9 (0.68%) Bitbucket
10 9 (0.68%) Jenkins
10 9 (0.68%) MSTest
10 9 (0.68%) NUnit
11 8 (0.60%) Cucumber
11 8 (0.60%) Oracle Forms
12 6 (0.45%) Maven
13 5 (0.38%) VSS/SourceSafe
14 4 (0.30%) ClearCase
14 4 (0.30%) ClearQuest
General
1 386 (29.11%) Finance
2 213 (16.06%) Banking
3 75 (5.66%) Investment Banking
4 52 (3.92%) Retail
5 40 (3.02%) Marketing
6 38 (2.87%) Legal
7 23 (1.73%) Law
8 21 (1.58%) Back Office
9 18 (1.36%) Publishing
10 17 (1.28%) Financial Institution
11 15 (1.13%) Front Office
12 12 (0.90%) Advertising
13 11 (0.83%) Retail Banking
13 11 (0.83%) Telecoms
14 9 (0.68%) Games
14 9 (0.68%) International Banking
15 7 (0.53%) Pharmaceutical
16 6 (0.45%) Billing
17 3 (0.23%) Automotive
17 3 (0.23%) General Ledger
Job Titles
1 390 (29.41%) Architect
2 353 (26.62%) Analyst
3 311 (23.45%) Developer
4 235 (17.72%) Data Architect
5 166 (12.52%) Business Analyst
6 142 (10.71%) Data Analyst
7 69 (5.20%) Consultant
8 54 (4.07%) Data Modeller
9 53 (4.00%) Solutions Architect
10 48 (3.62%) SQL Analyst
11 43 (3.24%) SQL Developer
12 39 (2.94%) Senior Developer
13 35 (2.64%) Data Business Analyst
13 35 (2.64%) SQL Data Analyst
14 33 (2.49%) Senior Analyst
15 32 (2.41%) Business Intelligence Analyst
15 32 (2.41%) Technical Architect
16 29 (2.19%) Business Intelligence Developer
16 29 (2.19%) Oracle Developer
17 28 (2.11%) Lead Architect
Libraries, Frameworks & Software Standards
1 108 (8.14%) XML
2 100 (7.54%) .NET
3 96 (7.24%) Web Services
4 71 (5.35%) REST
5 66 (4.98%) HTML
6 56 (4.22%) RESTful
7 47 (3.54%) J2EE
8 46 (3.47%) Spring
9 45 (3.39%) JSON
10 41 (3.09%) AngularJS
11 38 (2.87%) CSS
12 37 (2.79%) SOAP
13 34 (2.56%) ASP.NET
13 34 (2.56%) Kafka
14 28 (2.11%) MDX
15 27 (2.04%) Hibernate
16 24 (1.81%) jQuery
16 24 (1.81%) XSLT
17 20 (1.51%) HTML5
17 20 (1.51%) Node.js
Miscellaneous
1 154 (11.61%) Analytical Skills
2 100 (7.54%) Data Integration
3 80 (6.03%) Management Information System
4 74 (5.58%) Visualisation
5 64 (4.83%) Reference Data
6 62 (4.68%) Data Structures
7 61 (4.60%) Computer Science
8 51 (3.85%) Statistics
9 28 (2.11%) Credit Risk
10 25 (1.89%) Foreign Exchange (FX)
11 22 (1.66%) Algorithms
12 21 (1.58%) Mathematics
13 20 (1.51%) User Experience
14 18 (1.36%) NHS
15 17 (1.28%) Market Risk
15 17 (1.28%) Replication
16 16 (1.21%) Equities
17 15 (1.13%) Derivative
18 14 (1.06%) Fixed Income
19 12 (0.90%) Artificial Intelligence
Operating Systems
1 64 (4.83%) Unix
2 60 (4.52%) Windows
3 54 (4.07%) Linux
4 8 (0.60%) Windows Server
5 3 (0.23%) Windows Server 2012
6 2 (0.15%) CentOS
6 2 (0.15%) Red Hat Enterprise Linux
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 (0.075%) Android
7 1 (0.075%) Apple iOS
7 1 (0.075%) Mac OS
7 1 (0.075%) Solaris
7 1 (0.075%) Ubuntu
7 1 (0.075%) zOS
Processes & Methodologies
1 361 (27.22%) Agile Software Development
2 319 (24.06%) ETL
3 314 (23.68%) Business Intelligence
4 192 (14.48%) Data Architecture
5 191 (14.40%) Data Management
6 169 (12.75%) Analytics
7 159 (11.99%) Data Analysis
8 141 (10.63%) Logical Data Model
9 119 (8.97%) Migration
10 115 (8.67%) Stakeholder Management
11 112 (8.45%) Scrum
12 111 (8.37%) Business Analysis
13 104 (7.84%) Project Management
14 96 (7.24%) SOA
15 91 (6.86%) Data Migration
16 89 (6.71%) Physical Data Model
17 81 (6.11%) SDLC
18 78 (5.88%) Waterfall
19 77 (5.81%) Performance Tuning
20 76 (5.73%) Data Governance
Programming Languages
1 503 (37.93%) SQL
2 179 (13.50%) Java
3 123 (9.28%) Python
4 95 (7.16%) JavaScript
5 89 (6.71%) C#
6 75 (5.66%) T-SQL
7 66 (4.98%) PL/SQL
8 56 (4.22%) R
9 48 (3.62%) Scala
10 34 (2.56%) Perl
11 32 (2.41%) C++
11 32 (2.41%) Shell Script
12 30 (2.26%) VBA
13 14 (1.06%) ABAP
14 13 (0.98%) Apex Code
14 13 (0.98%) Bash Shell
14 13 (0.98%) VB
15 10 (0.75%) Data Analysis Expressions (DAX)
16 8 (0.60%) ActionScript
16 8 (0.60%) Ruby
Qualifications
1 124 (9.35%) Degree
2 63 (4.75%) Security Cleared
3 42 (3.17%) SC Cleared
4 21 (1.58%) ISEB
5 16 (1.21%) PMP
6 14 (1.06%) PhD
7 13 (0.98%) ISTQB
8 12 (0.90%) DV Cleared
9 7 (0.53%) CTC Cleared
10 5 (0.38%) APMP
11 4 (0.30%) IIBA
11 4 (0.30%) ITIL Certification
11 4 (0.30%) PMI Certification
11 4 (0.30%) Six Sigma Green Belt
12 3 (0.23%) BPSS Clearance
12 3 (0.23%) CBAP
12 3 (0.23%) CFA
12 3 (0.23%) CISSP
12 3 (0.23%) Sun Certification
13 2 (0.15%) AAT
Quality Assurance & Compliance
1 181 (13.65%) Data Quality
2 39 (2.94%) QA
3 21 (1.58%) ISO20022
4 18 (1.36%) MiFID
5 17 (1.28%) FATCA
6 13 (0.98%) Solvency II
7 7 (0.53%) Disclosure Scotland
8 6 (0.45%) PCI DSS
9 5 (0.38%) Basel III
9 5 (0.38%) Dodd-Frank
10 4 (0.30%) COBIT
11 3 (0.23%) EMIR
11 3 (0.23%) ISO/IEC 27001
11 3 (0.23%) P3O
11 3 (0.23%) Sarbanes-Oxley
12 2 (0.15%) Basel II
12 2 (0.15%) Dublin Core
12 2 (0.15%) FINREP
12 2 (0.15%) GxP
13 1 (0.075%) HL7
System Software
1 21 (1.58%) Apache Flume
2 13 (0.98%) Docker
2 13 (0.98%) HDFS
3 6 (0.45%) Active Directory
3 6 (0.45%) Oracle RAC
4 4 (0.30%) vCloud
5 3 (0.23%) VMware Infrastructure
6 2 (0.15%) Btrfs
7 1 (0.075%) Apache ZooKeeper
7 1 (0.075%) Virtual Desktop
7 1 (0.075%) VMware ESX
7 1 (0.075%) VMware Workstation
Systems Management
1 9 (0.68%) Kubernetes
1 9 (0.68%) Rsyslog
2 6 (0.45%) Hadoop YARN
3 5 (0.38%) Ansible
3 5 (0.38%) HP Quality Center
4 4 (0.30%) Control-M
4 4 (0.30%) Data Guard
4 4 (0.30%) Forefront Identity Manager
4 4 (0.30%) Nagios
4 4 (0.30%) Oozie
4 4 (0.30%) Puppet
4 4 (0.30%) Tivoli
5 3 (0.23%) Kibana
5 3 (0.23%) Opscode Chef
5 3 (0.23%) Oracle Enterprise Manager
5 3 (0.23%) SCCM
5 3 (0.23%) SCOM
6 2 (0.15%) CFEngine
6 2 (0.15%) HP SiteScope
6 2 (0.15%) logstash
Vendors
1 261 (19.68%) Oracle
2 123 (9.28%) Microsoft
3 77 (5.81%) SAP
4 65 (4.90%) Sybase
5 56 (4.22%) Netezza
5 56 (4.22%) Teradata
6 55 (4.15%) Informatica
7 52 (3.92%) Tableau
8 51 (3.85%) Cognos
9 43 (3.24%) Salesforce.com
10 37 (2.79%) IBM
11 36 (2.71%) Talend
12 30 (2.26%) Atlassian
13 26 (1.96%) Splunk
14 16 (1.21%) hybris
15 13 (0.98%) Cloudera
15 13 (0.98%) MicroStrategy
16 12 (0.90%) Adobe
16 12 (0.90%) Sitecore
17 10 (0.75%) Hyperion
London
Venn Group
Rate: £31000 - £41000 Per Annum
Posted: 1 hour ago
East London
Michael Bailey Associates
Rate: market rates
Posted: Yesterday
London
Premier IT
Rate: £335.76 - £336.60 per day
Posted: 18 hours ago
London
TEKsystems
Rate: £400 - £450 per day + Market Rate
Posted: 2 days ago
London
McGregor Boyall
Rate: £550 - £650 per annum
Posted: Yesterday
London
Spier Consulting Ltd
Rate: £500 - £550 per day
Posted: Yesterday
London
Canary Wharf and City
Rate: Up to £500 per day
Posted: 2 days ago
City, London
Lawrence Harvey Enterprise
Rate: £400.00 - £600.00 per day
Posted: 4 days ago
City, London
Venturi
Rate: £275.00 - £320.00 per day
Posted: 2 days ago
City, London
Salt
Rate: £350 - £400 per day
Posted: 5 days ago
London
ComputAppoint
Rate: £400 - £430 per annum
Posted: 4 days ago
London
Talent International
Rate: £450 - £500 per day
Posted: 2 days ago
London
TEKsystems
Rate: £500 - £650 per day
Posted: 2 days ago
London
Orgtel
Rate: £500 - £800 per day
Posted: 2 days ago
City, London
ANSON MCCADE
Rate: £400 - £550 per day
Posted: 5 days ago
London
Hays London City Cheapside
Rate: £700.00 - £800.00 per day
Posted: 6 days ago
City, London
Hays Finance Technology
Rate: £700.00 - £800.00 per day
Posted: 6 days ago
London
Salt
Rate: £0.00 - £550.00 per annum
Posted: Yesterday
London
Salt
Rate: £450 - £550 per day
Posted: 4 days ago
London
McGregor Boyall
Rate: £750 - £800 per day
Posted: 5 days ago
City, London
Ebury
Rate: £400.00 - £442.00 per day
Posted: 6 days ago
London
TEKsystems
Rate: £550 - £650 per day
Posted: 5 days ago
London
LA International
Rate: £550 - £650 per day
Posted: 5 days ago
London
Lawrence Harvey Enterprise
Rate: £500 - £600 per day
Posted: 5 days ago
South East London
Just Giving
Rate: From £400 to £500 per day
Posted: 11 days ago
London
Haysfm
Rate: £700.00 - £800.00 per day
Posted: 5 days ago
Feltham
Interquest - IQ Tech
Rate: £450 - £500 per day
Posted: 5 days ago
City, London
JM
Rate: £380 - £425 per day
Posted: 6 days ago
City, London
Ebury
Rate: £350.00 - £400.00 per day
Posted: 6 days ago