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 23 July 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
23 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 90 71 58
Rank change year-on-year
-19 -13
Contract jobs citing Data Modelling 81 173 174
As % of all contract IT jobs located in the City of London 2.37% 2.92% 3.03%
As % of the Processes & Methodologies category 2.78% 3.62% 3.75%
Number of daily rates quoted 61 135 138
Median daily rate £475 £475 £500
Median daily rate % change year-on-year
- -5.00%
90% offered a daily rate of more than £393 £350 £350
10% offered a daily rate of more than £600 £608 £647
UK excluding London median daily rate £425 £420 £400
% change year-on-year
+1.19% +5.00%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £21.62
UK excluding London median hourly rate £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
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
2916 4778 4634
As % of all contract IT jobs located in the City of London 85.34% 80.64% 80.58%
Number of daily rates quoted 2371 3783 3452
Median daily rate £475 £470 £450
Median daily rate % change year-on-year
+1.06% +4.44%
90% offered a daily rate of more than £338 £325 £308
10% offered a daily rate of more than £625 £625 £625
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 19 47 46
Median hourly rate £12.50 £22.50 £22.00
Median hourly rate % change year-on-year
-44.44% +2.27%
UK excluding London median hourly rate £28.50 £30.00 £27.50
% change year-on-year
-5.00% +9.09%

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 23 July 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 23 July 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 75 (40.11%) Finance
2 64 (34.22%) SQL
3 58 (31.02%) Agile Software Development
4 57 (30.48%) Data Warehouse
5 47 (25.13%) Business Intelligence
6 40 (21.39%) Analytics
7 37 (19.79%) SQL Server
8 35 (18.72%) Banking
9 32 (17.11%) Java
10 28 (14.97%) ETL
11 27 (14.44%) Data Analysis
12 25 (13.37%) Analytical Skills
13 24 (12.83%) Logical Data Model
13 24 (12.83%) Data Quality
14 23 (12.30%) SQL Server Integration Services
14 23 (12.30%) Oracle
14 23 (12.30%) XML
15 22 (11.76%) Data Management
15 22 (11.76%) Relational Database
15 22 (11.76%) Data Architecture
16 20 (10.70%) Migration
16 20 (10.70%) Scrum
17 19 (10.16%) Performance Tuning
18 18 (9.63%) Data Migration
18 18 (9.63%) Web Services
18 18 (9.63%) Netezza
18 18 (9.63%) Investment Banking
19 17 (9.09%) Microsoft
19 17 (9.09%) Predictive Modelling
20 16 (8.56%) REST

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 9 (4.81%) SAS
2 6 (3.21%) SharePoint
3 3 (1.60%) Apache Pig
3 3 (1.60%) Apache Spark
3 3 (1.60%) WebSphere
4 2 (1.07%) Apache
4 2 (1.07%) Confluence
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 7 (3.74%) MS Excel
2 3 (1.60%) MS Visio
3 2 (1.07%) MS Office
3 2 (1.07%) MS PowerPoint
3 2 (1.07%) MS Project
3 2 (1.07%) Spreadsheet
Business Applications
1 3 (1.60%) Dynamics CRM
2 2 (1.07%) Endur
2 2 (1.07%) Oracle Applications
2 2 (1.07%) Oracle EBS R12
2 2 (1.07%) Radian6
2 2 (1.07%) Salesforce.com CRM
3 1 (0.53%) Oracle Cash Management
3 1 (0.53%) Oracle EBS
3 1 (0.53%) Oracle ERP
3 1 (0.53%) Oracle FAH
3 1 (0.53%) Oracle Financials
3 1 (0.53%) Oracle General Ledger
3 1 (0.53%) Oracle Payables
3 1 (0.53%) Oracle Receivables
3 1 (0.53%) Remedy ITSM
3 1 (0.53%) SAP BPC
3 1 (0.53%) SAP CRM
3 1 (0.53%) Social Studio
3 1 (0.53%) Teamcenter
3 1 (0.53%) WebTrends
Cloud Services
1 2 (1.07%) Amazon AWS
1 2 (1.07%) Office 365
1 2 (1.07%) Oracle CX
1 2 (1.07%) Responsys
1 2 (1.07%) SuccessFactors
2 1 (0.53%) AdWords
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
2 1 (0.53%) Microsoft Azure
Communications & Networking
1 4 (2.14%) CTI
2 2 (1.07%) Internet
2 2 (1.07%) Network Security
3 1 (0.53%) HTTP
3 1 (0.53%) HTTPS
3 1 (0.53%) IMAP
Database & Business Intelligence
1 57 (30.48%) Data Warehouse
2 37 (19.79%) SQL Server
3 23 (12.30%) SQL Server Integration Services
4 22 (11.76%) Relational Database
5 16 (8.56%) SQL Server Analysis Services
6 15 (8.02%) SQL Server 2012
6 15 (8.02%) SQL Server Reporting Services
7 14 (7.49%) Big Data
8 13 (6.95%) NoSQL
9 9 (4.81%) RDBMS
10 8 (4.28%) Data Mining
10 8 (4.28%) Hadoop
10 8 (4.28%) Star Schema
11 7 (3.74%) MongoDB
11 7 (3.74%) QlikView
12 6 (3.21%) Apache Hive
12 6 (3.21%) OLAP
12 6 (3.21%) SQL Server 2008
13 5 (2.67%) DB2
13 5 (2.67%) Oracle Database
Development Applications
1 9 (4.81%) Subversion
2 7 (3.74%) ERwin
2 7 (3.74%) PowerDesigner
3 5 (2.67%) MSTest
3 5 (2.67%) NUnit
4 4 (2.14%) Atlassian Bamboo
4 4 (2.14%) Git (software)
4 4 (2.14%) VSS/SourceSafe
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%) Xcode
General
1 75 (40.11%) Finance
2 35 (18.72%) Banking
3 18 (9.63%) Investment Banking
4 10 (5.35%) Retail
5 9 (4.81%) Front Office
6 7 (3.74%) Marketing
7 4 (2.14%) Financial Institution
7 4 (2.14%) Telecoms
8 3 (1.60%) Back Office
9 2 (1.07%) Legal
10 1 (0.53%) Advertising
10 1 (0.53%) Electronics
10 1 (0.53%) Pharmaceutical
Job Titles
1 66 (35.29%) Developer
2 53 (28.34%) Analyst
3 37 (19.79%) Architect
4 22 (11.76%) Data Analyst
5 20 (10.70%) Data Architect
6 15 (8.02%) Business Analyst
7 14 (7.49%) Agile Developer
8 13 (6.95%) Data Modeller
8 13 (6.95%) Senior Developer
9 9 (4.81%) Analyst Developer
9 9 (4.81%) Business Intelligence Developer
10 8 (4.28%) SQL Analyst
11 7 (3.74%) Solutions Architect
11 7 (3.74%) SQL Developer
11 7 (3.74%) Technical Architect
12 6 (3.21%) Consultant
12 6 (3.21%) Java Developer
12 6 (3.21%) Systems Analyst
12 6 (3.21%) Technical Leader
13 5 (2.67%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 23 (12.30%) XML
2 18 (9.63%) Web Services
3 16 (8.56%) REST
4 14 (7.49%) .NET
5 13 (6.95%) JSON
6 12 (6.42%) HTML
7 10 (5.35%) CSS
8 9 (4.81%) RESTful
8 9 (4.81%) SOAP
9 8 (4.28%) HTML5
10 7 (3.74%) AngularJS
11 6 (3.21%) D3.js
11 6 (3.21%) jQuery
12 5 (2.67%) .NET Framework
12 5 (2.67%) FpML
12 5 (2.67%) MDX
12 5 (2.67%) WCF
13 4 (2.14%) Spring
14 3 (1.60%) Middleware
14 3 (1.60%) WebSphere MQ
Miscellaneous
1 25 (13.37%) Analytical Skills
2 14 (7.49%) Data Integration
3 13 (6.95%) Market Risk
4 12 (6.42%) Fixed Income
5 9 (4.81%) Credit Risk
5 9 (4.81%) Data Structures
6 7 (3.74%) Derivative
6 7 (3.74%) Equities
6 7 (3.74%) Visualisation
7 6 (3.21%) Computer Science
8 5 (2.67%) Reference Data
9 4 (2.14%) IVR
9 4 (2.14%) Pricing Data
10 3 (1.60%) Taxonomies
11 2 (1.07%) Clustering
11 2 (1.07%) Credit Derivative
11 2 (1.07%) Digital Media
11 2 (1.07%) Management Information System
11 2 (1.07%) Reinsurance
11 2 (1.07%) Social Media
Operating Systems
1 7 (3.74%) Windows
2 6 (3.21%) Unix
3 4 (2.14%) Linux
4 2 (1.07%) Apple iOS
5 1 (0.53%) Android
5 1 (0.53%) Solaris
Processes & Methodologies
1 58 (31.02%) Agile Software Development
2 47 (25.13%) Business Intelligence
3 40 (21.39%) Analytics
4 28 (14.97%) ETL
5 27 (14.44%) Data Analysis
6 24 (12.83%) Logical Data Model
7 22 (11.76%) Data Architecture
7 22 (11.76%) Data Management
8 20 (10.70%) Migration
8 20 (10.70%) Scrum
9 19 (10.16%) Performance Tuning
10 18 (9.63%) Data Migration
11 17 (9.09%) Predictive Modelling
12 15 (8.02%) Master Data Management
13 14 (7.49%) Database Optimisation
13 14 (7.49%) OO
13 14 (7.49%) TDD
13 14 (7.49%) UML
14 13 (6.95%) SDLC
15 12 (6.42%) Physical Data Model
Programming Languages
1 64 (34.22%) SQL
2 32 (17.11%) Java
3 15 (8.02%) T-SQL
4 12 (6.42%) C#
5 11 (5.88%) JavaScript
6 9 (4.81%) Perl
6 9 (4.81%) Python
7 7 (3.74%) PL/SQL
7 7 (3.74%) Scala
8 6 (3.21%) R
9 5 (2.67%) Shell Script
10 4 (2.14%) C++
10 4 (2.14%) Objective-C
11 3 (1.60%) PHP
11 3 (1.60%) PowerShell
12 1 (0.53%) Apple Swift
12 1 (0.53%) C
12 1 (0.53%) Ruby
12 1 (0.53%) SAS Macro
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
5 2 (1.07%) DV Cleared
5 2 (1.07%) ISEB
6 1 (0.53%) BPSS Clearance
6 1 (0.53%) CTC Cleared
6 1 (0.53%) MBA
Quality Assurance & Compliance
1 24 (12.83%) Data Quality
2 7 (3.74%) Solvency II
3 5 (2.67%) QA
4 1 (0.53%) MiFID
System Software
1 2 (1.07%) Oracle RAC
2 1 (0.53%) Hyper-V
2 1 (0.53%) VMware Infrastructure
Systems Management
1 2 (1.07%) Control-M
2 1 (0.53%) Data Guard
2 1 (0.53%) Oracle EDQ
2 1 (0.53%) Oracle Enterprise Manager
2 1 (0.53%) Oracle RMAN
Vendors
1 23 (12.30%) Oracle
2 18 (9.63%) Netezza
3 17 (9.09%) Microsoft
4 11 (5.88%) Salesforce.com
4 11 (5.88%) Tableau
4 11 (5.88%) Teradata
5 8 (4.28%) Informatica
6 6 (3.21%) SAP
6 6 (3.21%) Sybase
7 5 (2.67%) Bloomberg
7 5 (2.67%) Splunk
8 4 (2.14%) IBM
9 3 (1.60%) Serena
9 3 (1.60%) Talend
9 3 (1.60%) WorldPay
10 2 (1.07%) GoldenSource
10 2 (1.07%) Google
10 2 (1.07%) MuleSoft
10 2 (1.07%) Murex
11 1 (0.53%) Software AG
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