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 24 June 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
24 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 84 64 63
Rank change year-on-year
-20 -1
Contract jobs citing Data Modelling 85 176 188
As % of all contract IT jobs located in the City of London 2.51% 3.02% 3.13%
As % of the Processes & Methodologies category 2.96% 3.78% 3.90%
Number of daily rates quoted 66 145 143
Median daily rate £475 £483 £475
Median daily rate % change year-on-year
-1.55% +1.57%
90% offered a daily rate of more than £390 £358 £350
10% offered a daily rate of more than £600 £610 £625
UK excluding London median daily rate £434 £423 £400
% change year-on-year
+2.66% +5.62%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £33.50 £19.27
% change year-on-year
- +73.86%
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
2871 4652 4824
As % of all contract IT jobs located in the City of London 84.89% 79.93% 80.21%
Number of daily rates quoted 2351 3667 3630
Median daily rate £475 £469 £450
Median daily rate % change year-on-year
+1.33% +4.16%
90% offered a daily rate of more than £335 £325 £300
10% offered a daily rate of more than £625 £625 £625
UK excluding London median daily rate £400 £380 £375
% change year-on-year
+5.26% +1.33%
Number of hourly rates quoted 23 50 41
Median hourly rate £19.00 £24.50 £21.50
Median hourly rate % change year-on-year
-22.44% +13.95%
90% offered a hourly rate of more than £12.50 £15.00 £12.50
10% offered a hourly rate of more than £31.50 £62.50 £53.50
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 24 June 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 24 June 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 78 (41.71%) Finance
2 65 (34.76%) SQL
3 59 (31.55%) Data Warehouse
4 52 (27.81%) Agile Software Development
5 51 (27.27%) Business Intelligence
6 40 (21.39%) Banking
7 38 (20.32%) Analytics
8 32 (17.11%) SQL Server
9 31 (16.58%) Java
10 30 (16.04%) Data Analysis
11 29 (15.51%) Data Management
12 27 (14.44%) Data Architecture
13 26 (13.90%) Logical Data Model
13 26 (13.90%) Oracle
14 25 (13.37%) ETL
14 25 (13.37%) Analytical Skills
15 23 (12.30%) Data Quality
16 22 (11.76%) Investment Banking
16 22 (11.76%) Relational Database
17 21 (11.23%) UML
18 20 (10.70%) XML
18 20 (10.70%) SQL Server Integration Services
19 18 (9.63%) Migration
20 16 (8.56%) Risk Management
20 16 (8.56%) Big Data
20 16 (8.56%) Degree
21 15 (8.02%) Data Migration
21 15 (8.02%) Master Data Management
21 15 (8.02%) Data Governance
21 15 (8.02%) Performance Tuning

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 6 (3.21%) SAS
2 5 (2.67%) SharePoint
3 4 (2.14%) Apache Pig
4 2 (1.07%) Apache Spark
4 2 (1.07%) Confluence
4 2 (1.07%) FileNet
5 1 (0.53%) Apache
5 1 (0.53%) CMS
5 1 (0.53%) Drupal
5 1 (0.53%) Elasticsearch
5 1 (0.53%) Facebook Platform
5 1 (0.53%) Joomla!
5 1 (0.53%) MS Exchange
5 1 (0.53%) Oracle Coherence
5 1 (0.53%) Oracle Workflow
5 1 (0.53%) WebLogic
5 1 (0.53%) WordPress
Applications
1 8 (4.28%) MS Excel
2 2 (1.07%) MS Office
2 2 (1.07%) MS PowerPoint
2 2 (1.07%) MS Visio
3 1 (0.53%) MS Project
3 1 (0.53%) Spreadsheet
Business Applications
1 4 (2.14%) Oracle EBS
2 3 (1.60%) Dynamics CRM
3 2 (1.07%) Oracle Applications
3 2 (1.07%) Oracle EBS R12
4 1 (0.53%) Oracle Cash Management
4 1 (0.53%) Oracle ERP
4 1 (0.53%) Oracle FAH
4 1 (0.53%) Oracle Financials
4 1 (0.53%) Oracle General Ledger
4 1 (0.53%) Oracle Payables
4 1 (0.53%) Oracle Receivables
4 1 (0.53%) Radian6
4 1 (0.53%) Remedy ITSM
4 1 (0.53%) Salesforce.com CRM
4 1 (0.53%) SAP BPC
4 1 (0.53%) SAP CRM
4 1 (0.53%) Teamcenter
4 1 (0.53%) WebTrends
Cloud Services
1 2 (1.07%) Office 365
1 2 (1.07%) Oracle CX
1 2 (1.07%) Responsys
2 1 (0.53%) AdWords
2 1 (0.53%) Amazon AWS
2 1 (0.53%) Boomi
2 1 (0.53%) Cloud Computing
2 1 (0.53%) Force.com
2 1 (0.53%) GitHub
2 1 (0.53%) Google Analytics
2 1 (0.53%) Google Apps
Communications & Networking
1 1 (0.53%) HTTP
1 1 (0.53%) HTTPS
1 1 (0.53%) IMAP
1 1 (0.53%) Internet
1 1 (0.53%) Network Security
Database & Business Intelligence
1 59 (31.55%) Data Warehouse
2 32 (17.11%) SQL Server
3 22 (11.76%) Relational Database
4 20 (10.70%) SQL Server Integration Services
5 16 (8.56%) Big Data
6 14 (7.49%) SQL Server 2012
6 14 (7.49%) SQL Server Analysis Services
7 13 (6.95%) SQL Server Reporting Services
8 12 (6.42%) NoSQL
9 11 (5.88%) Data Mining
9 11 (5.88%) RDBMS
10 9 (4.81%) Star Schema
11 8 (4.28%) Hadoop
12 6 (3.21%) Apache Hive
12 6 (3.21%) MongoDB
12 6 (3.21%) OLAP
12 6 (3.21%) Oracle Database
12 6 (3.21%) QlikView
12 6 (3.21%) SQL Server 2008
13 5 (2.67%) DB2
Development Applications
1 8 (4.28%) ERwin
2 6 (3.21%) PowerDesigner
3 5 (2.67%) MSTest
3 5 (2.67%) NUnit
3 5 (2.67%) Subversion
4 4 (2.14%) Atlassian Bamboo
4 4 (2.14%) Git (software)
5 3 (1.60%) Talend Open Studio
6 2 (1.07%) JIRA
6 2 (1.07%) Maven
7 1 (0.53%) Appcelerator Titanium
7 1 (0.53%) JDeveloper
7 1 (0.53%) JUnit
7 1 (0.53%) Mercurial
7 1 (0.53%) Mocha
7 1 (0.53%) Oracle Forms
7 1 (0.53%) Sinon.JS
7 1 (0.53%) Visual Studio
7 1 (0.53%) VSS/SourceSafe
7 1 (0.53%) Xcode
General
1 78 (41.71%) Finance
2 40 (21.39%) Banking
3 22 (11.76%) Investment Banking
4 12 (6.42%) Front Office
5 6 (3.21%) Legal
6 4 (2.14%) Marketing
6 4 (2.14%) Retail
7 3 (1.60%) Back Office
8 2 (1.07%) Financial Institution
9 1 (0.53%) Advertising
9 1 (0.53%) Pharmaceutical
Job Titles
1 57 (30.48%) Developer
2 55 (29.41%) Analyst
3 42 (22.46%) Architect
4 26 (13.90%) Data Architect
5 23 (12.30%) Business Analyst
6 19 (10.16%) Data Analyst
7 13 (6.95%) Data Modeller
7 13 (6.95%) Senior Developer
8 11 (5.88%) Data Business Analyst
9 10 (5.35%) Agile Developer
9 10 (5.35%) Business Intelligence Developer
10 9 (4.81%) Technical Leader
11 8 (4.28%) Java Developer
11 8 (4.28%) SQL Analyst
11 8 (4.28%) Technical Architect
12 6 (3.21%) Solutions Architect
12 6 (3.21%) SQL Developer
13 5 (2.67%) Analyst Developer
13 5 (2.67%) Business Intelligence Analyst
13 5 (2.67%) Insurance Business Analyst
Libraries, Frameworks & Software Standards
1 20 (10.70%) XML
2 15 (8.02%) HTML
3 12 (6.42%) .NET
3 12 (6.42%) JSON
4 11 (5.88%) REST
4 11 (5.88%) Web Services
5 10 (5.35%) CSS
5 10 (5.35%) FpML
5 10 (5.35%) HTML5
5 10 (5.35%) RESTful
6 9 (4.81%) AngularJS
7 8 (4.28%) FIX Protocol
8 6 (3.21%) jQuery
9 5 (2.67%) .NET Framework
9 5 (2.67%) MDX
9 5 (2.67%) SOAP
9 5 (2.67%) XML Schema
10 4 (2.14%) FIXML
10 4 (2.14%) Spring
10 4 (2.14%) WCF
Miscellaneous
1 25 (13.37%) Analytical Skills
2 13 (6.95%) Data Integration
2 13 (6.95%) Market Risk
3 12 (6.42%) Fixed Income
4 10 (5.35%) Derivative
5 9 (4.81%) Credit Risk
5 9 (4.81%) Data Structures
6 8 (4.28%) Visualisation
7 7 (3.74%) Equities
8 5 (2.67%) Foreign Exchange (FX)
8 5 (2.67%) Reference Data
8 5 (2.67%) Virtual Team
9 4 (2.14%) Pricing Data
10 3 (1.60%) Computer Science
10 3 (1.60%) Enterprise Software
10 3 (1.60%) Taxonomies
11 2 (1.07%) Credit Derivative
11 2 (1.07%) Management Information System
11 2 (1.07%) Mathematics
11 2 (1.07%) User Experience
Operating Systems
1 8 (4.28%) Windows
2 4 (2.14%) Linux
3 3 (1.60%) Unix
4 2 (1.07%) Apple iOS
5 1 (0.53%) Android
5 1 (0.53%) Solaris
Processes & Methodologies
1 52 (27.81%) Agile Software Development
2 51 (27.27%) Business Intelligence
3 38 (20.32%) Analytics
4 30 (16.04%) Data Analysis
5 29 (15.51%) Data Management
6 27 (14.44%) Data Architecture
7 26 (13.90%) Logical Data Model
8 25 (13.37%) ETL
9 21 (11.23%) UML
10 18 (9.63%) Migration
11 16 (8.56%) Risk Management
12 15 (8.02%) Business Analysis
12 15 (8.02%) Data Governance
12 15 (8.02%) Data Migration
12 15 (8.02%) Master Data Management
12 15 (8.02%) Performance Tuning
12 15 (8.02%) Scrum
13 14 (7.49%) Requirements Analysis
13 14 (7.49%) TDD
14 13 (6.95%) OO
Programming Languages
1 65 (34.76%) SQL
2 31 (16.58%) Java
3 15 (8.02%) T-SQL
4 12 (6.42%) C#
5 10 (5.35%) Python
6 9 (4.81%) JavaScript
7 7 (3.74%) PL/SQL
7 7 (3.74%) Scala
8 6 (3.21%) Perl
8 6 (3.21%) R
9 4 (2.14%) C++
9 4 (2.14%) Objective-C
10 3 (1.60%) PowerShell
11 2 (1.07%) PHP
11 2 (1.07%) Shell Script
12 1 (0.53%) Apple Swift
12 1 (0.53%) C
12 1 (0.53%) Ruby
12 1 (0.53%) VB.NET
Qualifications
1 16 (8.56%) Degree
2 7 (3.74%) Security Cleared
3 4 (2.14%) SC Cleared
4 3 (1.60%) ACCA
4 3 (1.60%) CIMA
4 3 (1.60%) ISEB
5 2 (1.07%) DV Cleared
6 1 (0.53%) BPSS Clearance
6 1 (0.53%) CTC Cleared
6 1 (0.53%) MBA
Quality Assurance & Compliance
1 23 (12.30%) Data Quality
2 8 (4.28%) Solvency II
3 4 (2.14%) QA
4 2 (1.07%) ISO20022
4 2 (1.07%) MiFID
System Software
1 2 (1.07%) Oracle RAC
2 1 (0.53%) HDFS
2 1 (0.53%) Hyper-V
2 1 (0.53%) VMware Infrastructure
Systems Management
1 1 (0.53%) Ambari
1 1 (0.53%) Control-M
1 1 (0.53%) Data Guard
1 1 (0.53%) Oracle EDQ
1 1 (0.53%) Oracle Enterprise Manager
1 1 (0.53%) Oracle RMAN
Vendors
1 26 (13.90%) Oracle
2 15 (8.02%) Microsoft
3 14 (7.49%) Netezza
4 11 (5.88%) Tableau
5 10 (5.35%) Teradata
6 6 (3.21%) Informatica
6 6 (3.21%) Sybase
7 5 (2.67%) Bloomberg
7 5 (2.67%) IBM
7 5 (2.67%) Salesforce.com
7 5 (2.67%) SAP
8 3 (1.60%) Splunk
8 3 (1.60%) Talend
8 3 (1.60%) WorldPay
9 2 (1.07%) Cognos
9 2 (1.07%) GoldenSource
9 2 (1.07%) Google
9 2 (1.07%) Murex
10 1 (0.53%) DataSynapse
10 1 (0.53%) ION Trading
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