The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the City of London region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 25 September 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
25 Sep 2016
Same period 2015 Same period 2014
Data Modelling
Rank 63 78 59
Rank change year-on-year
+15 -19
Contract jobs citing Data Modelling 123 117 191
As % of all contract IT jobs located in the City of London 3.60% 2.48% 3.26%
As % of the Processes & Methodologies category 4.12% 2.96% 4.08%
Number of daily rates quoted 98 93 141
Median daily rate £475 £500 £500
Median daily rate % change year-on-year
-5.00% -
90% offered a daily rate of more than £384 £333 £373
10% offered a daily rate of more than £610 £650 £650
UK excluding London median daily rate £420 £450 £413
% change year-on-year
-6.66% +9.09%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £21.62
UK excluding London median hourly rate £39.00 £33.00 £30.00
% change year-on-year
+18.18% +10.00%
Data Modelling
London

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Contract IT job ads with a match in the
Processes & Methodologies category
2987 3959 4687
As % of all contract IT jobs located in the City of London 87.49% 84.07% 79.97%
Number of daily rates quoted 2388 3161 3517
Median daily rate £475 £475 £450
Median daily rate % change year-on-year
- +5.55%
90% offered a daily rate of more than £350 £315 £315
10% offered a daily rate of more than £625 £625 £625
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 21 36 52
Median hourly rate £20.00 £21.25 £21.62
Median hourly rate % change year-on-year
-5.88% -1.71%
90% offered a hourly rate of more than £12.50 £13.00 £12.50
10% offered a hourly rate of more than £50.00 £37.50 £35.60
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

Data Modelling
Jobs Demand Trend in the City of London

The demand trend of contract jobs across the City of 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 the City of London

Data Modelling
Daily Rate Trend in the City of London

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

Data Modelling Daily Rate Trend in the City of London

Data Modelling
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the City of London region over the 3 months to 25 September 2016.

Data Modelling Daily Rate Histogram in the City of London

Data Modelling
Hourly Rate Trend in the City of London

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

Data Modelling Hourly Rate Trend in the City of London

Data Modelling
Top 30 Related IT Skills in the City of London

For the 6 months to 25 September 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 City of London region with a requirement for Data Modelling.

1 81 (38.94%) SQL
2 74 (35.58%) Agile Software Development
3 70 (33.65%) Finance
3 70 (33.65%) Data Warehouse
4 59 (28.37%) Business Intelligence
5 51 (24.52%) Analytics
6 41 (19.71%) ETL
7 38 (18.27%) Data Quality
8 37 (17.79%) Oracle
8 37 (17.79%) Banking
9 36 (17.31%) Netezza
10 35 (16.83%) Predictive Modelling
10 35 (16.83%) SQL Server
11 32 (15.38%) Data Management
11 32 (15.38%) Scrum
12 31 (14.90%) Data Analysis
13 30 (14.42%) Performance Tuning
14 27 (12.98%) Degree
15 25 (12.02%) XML
15 25 (12.02%) Analytical Skills
15 25 (12.02%) Database Optimisation
16 24 (11.54%) Relational Database
17 23 (11.06%) Java
17 23 (11.06%) Data Architecture
18 22 (10.58%) SDLC
19 20 (9.62%) Web Services
19 20 (9.62%) SQL Server Integration Services
20 19 (9.13%) Data Integration
20 19 (9.13%) Project Management
20 19 (9.13%) SQL Server Reporting Services

Data Modelling
Top Related IT Skills in the City of 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 11 (5.29%) SAS
2 7 (3.37%) SharePoint
3 6 (2.88%) WebSphere
4 4 (1.92%) Apache
5 3 (1.44%) Apache Spark
5 3 (1.44%) CMS
5 3 (1.44%) Confluence
6 1 (0.48%) Drupal
6 1 (0.48%) Facebook Platform
6 1 (0.48%) IIS
6 1 (0.48%) Joomla!
6 1 (0.48%) MS Exchange
6 1 (0.48%) Oracle Coherence
6 1 (0.48%) Oracle Workflow
6 1 (0.48%) Tomcat
6 1 (0.48%) WordPress
Applications
1 6 (2.88%) MS Excel
1 6 (2.88%) MS PowerPoint
2 4 (1.92%) MS Visio
3 2 (0.96%) MS Project
3 2 (0.96%) Spreadsheet
3 2 (0.96%) SPSS
4 1 (0.48%) MS Office
4 1 (0.48%) OmniGraffle
Business Applications
1 3 (1.44%) Dynamics CRM
2 2 (0.96%) Endur
2 2 (0.96%) Oracle EBS
2 2 (0.96%) Oracle EBS R12
2 2 (0.96%) Radian6
2 2 (0.96%) Salesforce.com CRM
3 1 (0.48%) Cognos TM1
3 1 (0.48%) Markit EDM
3 1 (0.48%) Oracle Applications
3 1 (0.48%) Oracle Cash Management
3 1 (0.48%) Oracle ERP
3 1 (0.48%) Oracle FAH
3 1 (0.48%) Oracle Financials
3 1 (0.48%) Oracle General Ledger
3 1 (0.48%) Oracle Payables
3 1 (0.48%) Oracle Receivables
3 1 (0.48%) SAP BPC
3 1 (0.48%) Social Studio
3 1 (0.48%) Teamcenter
3 1 (0.48%) WebTrends
Cloud Services
1 5 (2.40%) Amazon AWS
2 4 (1.92%) Microsoft Azure
3 3 (1.44%) Oracle CX
3 3 (1.44%) Responsys
3 3 (1.44%) SuccessFactors
4 2 (0.96%) Force.com
4 2 (0.96%) Google Apps
5 1 (0.48%) AdWords
5 1 (0.48%) Boomi
5 1 (0.48%) GitHub
5 1 (0.48%) Google Analytics
5 1 (0.48%) Google Cloud Platform
5 1 (0.48%) Lucidchart
5 1 (0.48%) Office 365
Communications & Networking
1 4 (1.92%) CTI
1 4 (1.92%) Internet
2 3 (1.44%) Network Security
3 2 (0.96%) Firewall
3 2 (0.96%) HTTP
4 1 (0.48%) HTTPS
Database & Business Intelligence
1 70 (33.65%) Data Warehouse
2 35 (16.83%) SQL Server
3 24 (11.54%) Relational Database
4 20 (9.62%) SQL Server Integration Services
5 19 (9.13%) SQL Server Reporting Services
6 16 (7.69%) Big Data
7 15 (7.21%) NoSQL
8 14 (6.73%) SQL Server Analysis Services
9 12 (5.77%) DB2
10 10 (4.81%) SQL Server 2012
11 8 (3.85%) Data Mining
12 7 (3.37%) Base SAS
12 7 (3.37%) Hadoop
12 7 (3.37%) OLAP
13 6 (2.88%) MongoDB
13 6 (2.88%) SQL Server 2014
14 5 (2.40%) PostgreSQL
14 5 (2.40%) SQL Server 2008
15 4 (1.92%) BusinessObjects
15 4 (1.92%) Oracle Reports
Development Applications
1 12 (5.77%) Subversion
2 10 (4.81%) ERwin
2 10 (4.81%) JIRA
3 6 (2.88%) VSS/SourceSafe
4 5 (2.40%) Git (software)
5 4 (1.92%) Team Foundation Server
6 3 (1.44%) Cucumber
6 3 (1.44%) Talend Open Studio
7 2 (0.96%) Mercurial
7 2 (0.96%) PowerDesigner
7 2 (0.96%) Visual Studio
8 1 (0.48%) Appcelerator Titanium
8 1 (0.48%) gulp
8 1 (0.48%) JDeveloper
8 1 (0.48%) Mocha
8 1 (0.48%) MSTest
8 1 (0.48%) NUnit
8 1 (0.48%) Oracle Forms
8 1 (0.48%) TeamCity
8 1 (0.48%) Xcode
General
1 70 (33.65%) Finance
2 37 (17.79%) Banking
3 17 (8.17%) Retail
4 11 (5.29%) Investment Banking
5 10 (4.81%) Marketing
6 6 (2.88%) Financial Institution
6 6 (2.88%) Front Office
6 6 (2.88%) Legal
7 5 (2.40%) Telecoms
8 4 (1.92%) Back Office
8 4 (1.92%) Retail Banking
9 3 (1.44%) Advertising
10 2 (0.96%) Law
11 1 (0.48%) Electronics
11 1 (0.48%) Pharmaceutical
Job Titles
1 74 (35.58%) Developer
2 66 (31.73%) Analyst
3 42 (20.19%) Architect
4 31 (14.90%) Data Analyst
5 24 (11.54%) Data Architect
6 21 (10.10%) Business Analyst
7 18 (8.65%) Agile Developer
8 12 (5.77%) SQL Analyst
8 12 (5.77%) SQL Data Analyst
9 9 (4.33%) Analyst Developer
9 9 (4.33%) Solutions Architect
10 8 (3.85%) Integration Analyst
10 8 (3.85%) Oracle Developer
10 8 (3.85%) Senior Developer
11 7 (3.37%) Consultant
11 7 (3.37%) Technical Architect
12 6 (2.88%) Informatica Developer
12 6 (2.88%) Senior Analyst
12 6 (2.88%) Systems Analyst
12 6 (2.88%) WebSphere Developer
Libraries, Frameworks & Software Standards
1 25 (12.02%) XML
2 20 (9.62%) Web Services
3 16 (7.69%) .NET
4 12 (5.77%) REST
5 11 (5.29%) JSON
6 10 (4.81%) SOAP
7 7 (3.37%) HTML
7 7 (3.37%) RESTful
8 6 (2.88%) IBM Integration Bus
9 5 (2.40%) CSS
9 5 (2.40%) HTML5
9 5 (2.40%) Middleware
10 4 (1.92%) AngularJS
10 4 (1.92%) ASP.NET
10 4 (1.92%) Gherkin
10 4 (1.92%) jQuery
10 4 (1.92%) WebSphere MQ
10 4 (1.92%) XSLT
11 3 (1.44%) D3.js
11 3 (1.44%) Protocol Buffers
Miscellaneous
1 25 (12.02%) Analytical Skills
2 19 (9.13%) Data Integration
3 14 (6.73%) Data Structures
4 9 (4.33%) Fixed Income
5 8 (3.85%) Statistics
5 8 (3.85%) Visualisation
6 7 (3.37%) Computer Science
7 6 (2.88%) Equities
7 6 (2.88%) Market Risk
8 5 (2.40%) Derivative
8 5 (2.40%) Foreign Exchange (FX)
8 5 (2.40%) Management Information System
9 4 (1.92%) Credit Risk
9 4 (1.92%) Enterprise Software
9 4 (1.92%) IVR
9 4 (1.92%) Pricing Data
10 3 (1.44%) NHS
10 3 (1.44%) Taxonomies
10 3 (1.44%) User Experience
11 2 (0.96%) Fat Client
Operating Systems
1 9 (4.33%) Linux
2 8 (3.85%) Windows
3 7 (3.37%) Unix
4 3 (1.44%) Windows Server
5 2 (0.96%) Apple iOS
5 2 (0.96%) Red Hat Enterprise Linux
5 2 (0.96%) Windows 2000
5 2 (0.96%) Windows 8
5 2 (0.96%) Windows Server 2008
5 2 (0.96%) Windows Server 2012
5 2 (0.96%) Windows Vista
5 2 (0.96%) Windows XP
6 1 (0.48%) Android
6 1 (0.48%) CentOS
6 1 (0.48%) Solaris
Processes & Methodologies
1 74 (35.58%) Agile Software Development
2 59 (28.37%) Business Intelligence
3 51 (24.52%) Analytics
4 41 (19.71%) ETL
5 35 (16.83%) Predictive Modelling
6 32 (15.38%) Data Management
6 32 (15.38%) Scrum
7 31 (14.90%) Data Analysis
8 30 (14.42%) Performance Tuning
9 25 (12.02%) Database Optimisation
10 23 (11.06%) Data Architecture
11 22 (10.58%) SDLC
12 19 (9.13%) Project Management
13 16 (7.69%) Data Transformation
13 16 (7.69%) Migration
13 16 (7.69%) Stakeholder Management
14 15 (7.21%) Business Analysis
14 15 (7.21%) Dimensional Modelling
15 14 (6.73%) CRM
15 14 (6.73%) Data Migration
Programming Languages
1 81 (38.94%) SQL
2 23 (11.06%) Java
3 13 (6.25%) PL/SQL
3 13 (6.25%) Python
3 13 (6.25%) R
4 12 (5.77%) T-SQL
5 11 (5.29%) C++
6 10 (4.81%) JavaScript
7 9 (4.33%) C#
8 7 (3.37%) Shell Script
9 5 (2.40%) Perl
10 4 (1.92%) C
10 4 (1.92%) Objective-C
10 4 (1.92%) PowerShell
11 3 (1.44%) PHP
11 3 (1.44%) SAS Macro
12 2 (0.96%) Delphi
12 2 (0.96%) Pascal
12 2 (0.96%) Ruby
12 2 (0.96%) VBA
Qualifications
1 27 (12.98%) Degree
2 9 (4.33%) Security Cleared
3 6 (2.88%) SC Cleared
4 5 (2.40%) PMP
5 3 (1.44%) DV Cleared
6 2 (0.96%) MBA
7 1 (0.48%) ACCA
7 1 (0.48%) BPSS Clearance
7 1 (0.48%) CFA
7 1 (0.48%) CIMA
7 1 (0.48%) CISSP
Quality Assurance & Compliance
1 38 (18.27%) Data Quality
2 9 (4.33%) QA
3 4 (1.92%) Solvency II
4 2 (0.96%) Basel II
4 2 (0.96%) Basel III
4 2 (0.96%) Dodd-Frank
4 2 (0.96%) PCI DSS
5 1 (0.48%) COBIT
5 1 (0.48%) FATCA
5 1 (0.48%) ISO/IEC 27001
5 1 (0.48%) ISO20022
5 1 (0.48%) MiFID
System Software
1 3 (1.44%) Oracle RAC
2 1 (0.48%) Hyper-V
2 1 (0.48%) VMware Infrastructure
Systems Management
1 2 (0.96%) Control-M
1 2 (0.96%) Oracle Enterprise Manager
2 1 (0.48%) Data Guard
2 1 (0.48%) Oracle RMAN
Vendors
1 37 (17.79%) Oracle
2 36 (17.31%) Netezza
3 16 (7.69%) Microsoft
4 14 (6.73%) Sybase
4 14 (6.73%) Teradata
5 13 (6.25%) Informatica
6 11 (5.29%) Salesforce.com
7 9 (4.33%) Tableau
8 8 (3.85%) Cognos
9 5 (2.40%) SAP
10 4 (1.92%) Alteryx
10 4 (1.92%) Google
10 4 (1.92%) Serena
10 4 (1.92%) Splunk
11 3 (1.44%) IBM
11 3 (1.44%) Talend
12 2 (0.96%) Atlassian
12 2 (0.96%) Murex
12 2 (0.96%) Red Hat
12 2 (0.96%) TIBCO
City, London
ComputAppoint
Rate: £400 - £450 per day
Posted: 3 days ago
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 3 days ago
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 5 days ago
City, London
Harvey Nash plc
Rate: £450 - £500 per day
Posted: 5 days ago
City, London
TEKsystems
Rate: Can be discussed
Posted: 6 days ago