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 31 May 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
31 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 76 63 59
Rank change year-on-year
-13 -4
Contract jobs citing Data Modelling 83 171 191
As % of all contract IT jobs located in the City of London 2.48% 3.12% 3.17%
As % of the Processes & Methodologies category 2.92% 3.90% 3.97%
Number of daily rates quoted 60 140 141
Median daily rate £475 £475 £475
90% offered a daily rate of more than £384 £375 £338
10% offered a daily rate of more than £650 £607 £623
UK excluding London median daily rate £450 £425 £405
% change year-on-year
+5.88% +4.93%
Number of hourly rates quoted 1 0 0
Median hourly rate £43.57 - -
UK excluding London median hourly rate - £27.75 £23.15
% change year-on-year
- +19.87%
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
2838 4388 4817
As % of all contract IT jobs located in the City of London 84.72% 80.07% 79.83%
Number of daily rates quoted 2327 3456 3642
Median daily rate £475 £465 £450
Median daily rate % change year-on-year
+2.15% +3.33%
90% offered a daily rate of more than £328 £325 £300
10% offered a daily rate of more than £625 £625 £625
UK excluding London median daily rate £400 £387 £375
% change year-on-year
+3.35% +3.20%
Number of hourly rates quoted 24 40 43
Median hourly rate £19.00 £29.15 £21.75
Median hourly rate % change year-on-year
-34.81% +34.02%
90% offered a hourly rate of more than £12.50 £13.50 £12.40
10% offered a hourly rate of more than £26.50 £95.00 £53.50
UK excluding London median hourly rate £32.50 £30.50 £30.00
% change year-on-year
+6.55% +1.66%

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 31 May 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 31 May 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 83 (43.01%) Finance
2 71 (36.79%) SQL
3 58 (30.05%) Data Warehouse
4 50 (25.91%) Agile Software Development
5 47 (24.35%) Business Intelligence
6 40 (20.73%) Banking
7 36 (18.65%) Data Analysis
8 32 (16.58%) Oracle
8 32 (16.58%) Java
8 32 (16.58%) Analytics
9 31 (16.06%) SQL Server
10 28 (14.51%) Data Management
10 28 (14.51%) Logical Data Model
11 27 (13.99%) Analytical Skills
12 24 (12.44%) ETL
13 23 (11.92%) UML
13 23 (11.92%) Investment Banking
13 23 (11.92%) Relational Database
14 22 (11.40%) Data Architecture
14 22 (11.40%) XML
15 20 (10.36%) SQL Server Integration Services
16 19 (9.84%) Business Analysis
16 19 (9.84%) Data Quality
17 17 (8.81%) Requirements Analysis
17 17 (8.81%) T-SQL
18 16 (8.29%) HTML
18 16 (8.29%) OO
18 16 (8.29%) TDD
18 16 (8.29%) Risk Management
18 16 (8.29%) Data Governance

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 5 (2.59%) SAS
2 4 (2.07%) Apache Pig
2 4 (2.07%) SharePoint
3 3 (1.55%) Node.js
4 2 (1.04%) Apache Spark
4 2 (1.04%) Confluence
4 2 (1.04%) FileNet
5 1 (0.52%) Apache
5 1 (0.52%) Elasticsearch
5 1 (0.52%) MS Exchange
5 1 (0.52%) Oracle Coherence
5 1 (0.52%) Oracle Workflow
5 1 (0.52%) WebLogic
Applications
1 9 (4.66%) MS Excel
2 4 (2.07%) MS Office
3 2 (1.04%) MS PowerPoint
3 2 (1.04%) MS Visio
4 1 (0.52%) MS Project
4 1 (0.52%) Spreadsheet
Business Applications
1 5 (2.59%) Oracle EBS
2 2 (1.04%) Oracle Applications
2 2 (1.04%) Oracle EBS R12
3 1 (0.52%) Dynamics CRM
3 1 (0.52%) Oracle Cash Management
3 1 (0.52%) Oracle ERP
3 1 (0.52%) Oracle FAH
3 1 (0.52%) Oracle Financials
3 1 (0.52%) Oracle General Ledger
3 1 (0.52%) Oracle Payables
3 1 (0.52%) Oracle Receivables
3 1 (0.52%) Remedy ITSM
3 1 (0.52%) Salesforce.com CRM
3 1 (0.52%) SAP BPC
3 1 (0.52%) SAP CRM
3 1 (0.52%) SAP ERP
3 1 (0.52%) Teamcenter
Cloud Services
1 2 (1.04%) Office 365
1 2 (1.04%) Oracle CX
1 2 (1.04%) Responsys
2 1 (0.52%) Cloud Computing
2 1 (0.52%) GitHub
Communications & Networking
1 1 (0.52%) HTTP
1 1 (0.52%) HTTPS
1 1 (0.52%) IMAP
Database & Business Intelligence
1 58 (30.05%) Data Warehouse
2 31 (16.06%) SQL Server
3 23 (11.92%) Relational Database
4 20 (10.36%) SQL Server Integration Services
5 16 (8.29%) Big Data
6 14 (7.25%) SQL Server 2012
7 13 (6.74%) NoSQL
8 12 (6.22%) Data Mining
8 12 (6.22%) SQL Server Analysis Services
9 11 (5.70%) SQL Server Reporting Services
10 10 (5.18%) RDBMS
10 10 (5.18%) Star Schema
11 9 (4.66%) Oracle Database
12 8 (4.15%) Hadoop
13 6 (3.11%) Apache Hive
14 5 (2.59%) MongoDB
14 5 (2.59%) Oracle Database 10g
14 5 (2.59%) Oracle Database 11g
14 5 (2.59%) QlikView
14 5 (2.59%) SQL Server 2008
Development Applications
1 7 (3.63%) MSTest
1 7 (3.63%) NUnit
2 6 (3.11%) ERwin
2 6 (3.11%) PowerDesigner
3 5 (2.59%) Subversion
4 4 (2.07%) Atlassian Bamboo
4 4 (2.07%) Git (software)
5 3 (1.55%) Maven
5 3 (1.55%) Team Foundation Server
6 2 (1.04%) Ant
6 2 (1.04%) Jenkins
6 2 (1.04%) JIRA
6 2 (1.04%) JUnit
6 2 (1.04%) Talend Open Studio
6 2 (1.04%) Visual Studio
7 1 (0.52%) Appcelerator Titanium
7 1 (0.52%) gulp
7 1 (0.52%) Mercurial
7 1 (0.52%) Selenium
7 1 (0.52%) Sinon.JS
General
1 83 (43.01%) Finance
2 40 (20.73%) Banking
3 23 (11.92%) Investment Banking
4 15 (7.77%) Front Office
5 8 (4.15%) Legal
6 5 (2.59%) Back Office
7 4 (2.07%) Retail
8 3 (1.55%) Marketing
9 2 (1.04%) Financial Institution
9 2 (1.04%) Publishing
Job Titles
1 65 (33.68%) Analyst
2 60 (31.09%) Developer
3 33 (17.10%) Architect
4 32 (16.58%) Business Analyst
5 23 (11.92%) Data Architect
6 21 (10.88%) Data Analyst
7 14 (7.25%) Data Business Analyst
7 14 (7.25%) Senior Developer
8 12 (6.22%) Data Modeller
9 9 (4.66%) Business Intelligence Developer
9 9 (4.66%) Java Developer
9 9 (4.66%) Technical Leader
10 7 (3.63%) SQL Analyst
11 6 (3.11%) Agile Developer
11 6 (3.11%) Insurance Business Analyst
11 6 (3.11%) Project Manager
11 6 (3.11%) Solvency II Business Analyst
11 6 (3.11%) SQL Developer
12 5 (2.59%) C# Developer
12 5 (2.59%) Systems Analyst
Libraries, Frameworks & Software Standards
1 22 (11.40%) XML
2 16 (8.29%) HTML
3 13 (6.74%) .NET
3 13 (6.74%) FpML
4 12 (6.22%) FIX Protocol
4 12 (6.22%) RESTful
5 10 (5.18%) CSS
5 10 (5.18%) HTML5
5 10 (5.18%) Web Services
6 9 (4.66%) AngularJS
6 9 (4.66%) JSON
6 9 (4.66%) REST
6 9 (4.66%) XML Schema
7 7 (3.63%) .NET Framework
8 6 (3.11%) FIXML
8 6 (3.11%) jQuery
8 6 (3.11%) Spring
8 6 (3.11%) WCF
9 4 (2.07%) Hibernate
9 4 (2.07%) MDX
Miscellaneous
1 27 (13.99%) Analytical Skills
2 15 (7.77%) Fixed Income
3 13 (6.74%) Derivative
3 13 (6.74%) Market Risk
4 12 (6.22%) Data Integration
5 10 (5.18%) Equities
6 9 (4.66%) Credit Risk
7 8 (4.15%) Visualisation
8 7 (3.63%) Foreign Exchange (FX)
9 6 (3.11%) Data Structures
10 4 (2.07%) CMDB
10 4 (2.07%) Enterprise Software
10 4 (2.07%) Management Information System
10 4 (2.07%) Pricing Data
10 4 (2.07%) Reference Data
11 3 (1.55%) Computer Science
12 2 (1.04%) Credit Derivative
12 2 (1.04%) Mathematics
12 2 (1.04%) Reinsurance
13 1 (0.52%) Contactless
Operating Systems
1 14 (7.25%) Windows
2 4 (2.07%) Linux
2 4 (2.07%) Unix
3 3 (1.55%) Windows Server
3 3 (1.55%) Windows Server 2008
4 2 (1.04%) Apple iOS
5 1 (0.52%) Android
5 1 (0.52%) Solaris
Processes & Methodologies
1 50 (25.91%) Agile Software Development
2 47 (24.35%) Business Intelligence
3 36 (18.65%) Data Analysis
4 32 (16.58%) Analytics
5 28 (14.51%) Data Management
5 28 (14.51%) Logical Data Model
6 24 (12.44%) ETL
7 23 (11.92%) UML
8 22 (11.40%) Data Architecture
9 19 (9.84%) Business Analysis
10 17 (8.81%) Requirements Analysis
11 16 (8.29%) Data Governance
11 16 (8.29%) OO
11 16 (8.29%) Risk Management
11 16 (8.29%) TDD
12 15 (7.77%) Migration
12 15 (7.77%) Scrum
13 13 (6.74%) Master Data Management
14 12 (6.22%) Data Migration
14 12 (6.22%) SDLC
Programming Languages
1 71 (36.79%) SQL
2 32 (16.58%) Java
3 17 (8.81%) T-SQL
4 13 (6.74%) C#
5 9 (4.66%) JavaScript
5 9 (4.66%) Python
6 8 (4.15%) PL/SQL
7 7 (3.63%) Perl
7 7 (3.63%) Scala
8 6 (3.11%) R
9 4 (2.07%) C++
9 4 (2.07%) Objective-C
9 4 (2.07%) Shell Script
10 3 (1.55%) PowerShell
11 2 (1.04%) XQuery
12 1 (0.52%) Apple Swift
12 1 (0.52%) C
12 1 (0.52%) Tcl
12 1 (0.52%) VB.NET
12 1 (0.52%) VBA
Qualifications
1 14 (7.25%) Degree
2 5 (2.59%) ISEB
2 5 (2.59%) Security Cleared
3 3 (1.55%) ACCA
3 3 (1.55%) CIMA
4 2 (1.04%) DV Cleared
4 2 (1.04%) SC Cleared
5 1 (0.52%) CTC Cleared
5 1 (0.52%) MBA
Quality Assurance & Compliance
1 19 (9.84%) Data Quality
2 9 (4.66%) Solvency II
3 3 (1.55%) ISO20022
3 3 (1.55%) QA
4 2 (1.04%) MiFID
5 1 (0.52%) PCI DSS
System Software
1 2 (1.04%) Oracle RAC
2 1 (0.52%) HDFS
2 1 (0.52%) Hyper-V
2 1 (0.52%) VMware Infrastructure
Systems Management
1 2 (1.04%) Oracle EDQ
2 1 (0.52%) Ambari
2 1 (0.52%) Control-M
2 1 (0.52%) Data Guard
2 1 (0.52%) Oracle Enterprise Manager
2 1 (0.52%) Oracle RMAN
Vendors
1 32 (16.58%) Oracle
2 14 (7.25%) Microsoft
3 10 (5.18%) Netezza
4 9 (4.66%) Tableau
4 9 (4.66%) Teradata
5 8 (4.15%) SAP
5 8 (4.15%) Sybase
6 5 (2.59%) Bloomberg
6 5 (2.59%) GoldenSource
6 5 (2.59%) IBM
7 4 (2.07%) Informatica
7 4 (2.07%) WorldPay
8 3 (1.55%) ServiceNow
8 3 (1.55%) Splunk
9 2 (1.04%) CA
9 2 (1.04%) Cognos
9 2 (1.04%) Murex
9 2 (1.04%) Salesforce.com
9 2 (1.04%) Talend
9 2 (1.04%) Trillium
City of London
Computer Futures
Rate: £500 - £550 per day
Posted: 6 days ago
City, London
TEKsystems
Rate: £550 - £600 per day
Posted: 6 days ago
City of London
Venturi
Rate: £400 - £450 per day
Posted: 14 days ago
City, London
IT Lab
Rate: From £20,000 to £25,000 per annum Excellent Benefits + More
Posted: 26 days ago