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 17 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
17 Jan 2017
Same period 2016 Same period 2015
Data Modelling
London / City of London
Rank 45 61 44
Rank change year-on-year
+16 -17
Contract jobs citing Data Modelling 124 97 197
As % of all contract IT jobs located in the City of London 4.26% 3.23% 3.91%
As % of the Processes & Methodologies category 4.95% 3.82% 4.79%
Number of daily rates quoted 87 78 157
Median daily rate £475 £500 £500
Median daily rate % change year-on-year
-5.00% -
90% offered a daily rate of more than £375 £325 £381
10% offered a daily rate of more than £650 £590 £650
UK excluding London median daily rate £450 £438 £441
% change year-on-year
+2.85% -0.79%
Number of hourly rates quoted 0 2 0
Median hourly rate - £53.00 -
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 City of London region.

Processes & Methodologies Category
City of London
Contract IT job ads with a match in the
Processes & Methodologies category
2503 2536 4117
As % of all contract IT jobs located in the City of London 86.07% 84.53% 81.80%
Number of daily rates quoted 1976 2000 3237
Median daily rate £500 £475 £450
Median daily rate % change year-on-year
+5.26% +5.55%
90% offered a daily rate of more than £360 £320 £320
10% offered a daily rate of more than £650 £625 £625
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 17 24 33
Median hourly rate £40.00 £32.80 £20.00
Median hourly rate % change year-on-year
+21.96% +63.98%
90% offered a hourly rate of more than £15.16 £18.79 £13.50
10% offered a hourly rate of more than £55.00 £53.00 £45.50
UK excluding London median hourly rate £34.50 £39.00 £25.50
% change year-on-year
-11.53% +52.94%

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 17 January 2017.

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 17 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 City of London region with a requirement for Data Modelling.

1 131 (50.58%) SQL
2 100 (38.61%) Finance
3 98 (37.84%) Data Warehouse
4 93 (35.91%) Agile Software Development
5 68 (26.25%) Data Quality
6 66 (25.48%) Business Intelligence
7 62 (23.94%) ETL
7 62 (23.94%) Oracle
8 59 (22.78%) SQL Server
9 47 (18.15%) Analytics
10 46 (17.76%) Banking
11 44 (16.99%) Data Management
12 42 (16.22%) Scrum
13 40 (15.44%) Degree
14 38 (14.67%) Netezza
15 34 (13.13%) Predictive Modelling
15 34 (13.13%) Python
15 34 (13.13%) Performance Tuning
16 33 (12.74%) Data Analysis
17 31 (11.97%) .NET
18 30 (11.58%) Microsoft
18 30 (11.58%) Data Architecture
19 29 (11.20%) Analytical Skills
20 28 (10.81%) Relational Database
20 28 (10.81%) NoSQL
20 28 (10.81%) Big Data
20 28 (10.81%) Stakeholder Management
21 27 (10.42%) R
22 26 (10.04%) Hadoop
22 26 (10.04%) Business Analysis

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 15 (5.79%) SAS
2 10 (3.86%) Apache Spark
3 7 (2.70%) WebSphere
4 6 (2.32%) Apache Pig
4 6 (2.32%) SharePoint
5 4 (1.54%) Apache
5 4 (1.54%) CMS
5 4 (1.54%) Confluence
6 3 (1.16%) Elasticsearch
7 2 (0.77%) JBoss
7 2 (0.77%) Tomcat
7 2 (0.77%) WebLogic
8 1 (0.39%) IIS
Applications
1 17 (6.56%) MS Excel
2 8 (3.09%) MS Office
3 7 (2.70%) MS Visio
4 6 (2.32%) SPSS
5 4 (1.54%) MS PowerPoint
5 4 (1.54%) Spreadsheet
6 3 (1.16%) MS Project
7 1 (0.39%) OmniGraffle
Business Applications
1 5 (1.93%) Dynamics CRM
2 3 (1.16%) Dynamics AX
3 2 (0.77%) Oracle EBS
4 1 (0.39%) Cognos Business Intelligence
4 1 (0.39%) Cognos Controller
4 1 (0.39%) Cognos TM1
4 1 (0.39%) Endur
4 1 (0.39%) Markit EDM
4 1 (0.39%) Oracle Retail
4 1 (0.39%) SAP ERP
4 1 (0.39%) SAP Oil and Gas
4 1 (0.39%) SAP R/3
Cloud Services
1 9 (3.47%) Amazon AWS
1 9 (3.47%) Microsoft Azure
2 2 (0.77%) Amazon Kinesis
2 2 (0.77%) SuccessFactors
3 1 (0.39%) Azure Active Directory
3 1 (0.39%) Force.com
3 1 (0.39%) G Suite
3 1 (0.39%) Google Cloud Platform
3 1 (0.39%) Lucidchart
3 1 (0.39%) Oracle CX
3 1 (0.39%) Responsys
Communications & Networking
1 4 (1.54%) HTTP
2 3 (1.16%) Firewall
2 3 (1.16%) Internet
3 2 (0.77%) LAN
3 2 (0.77%) Network Security
3 2 (0.77%) WAN
4 1 (0.39%) BIG-IP
4 1 (0.39%) DHCP
4 1 (0.39%) DNS
4 1 (0.39%) NAS
4 1 (0.39%) SAN
4 1 (0.39%) VoIP
4 1 (0.39%) Wi-Fi
4 1 (0.39%) Wireless
Database & Business Intelligence
1 98 (37.84%) Data Warehouse
2 59 (22.78%) SQL Server
3 28 (10.81%) Big Data
3 28 (10.81%) NoSQL
3 28 (10.81%) Relational Database
4 26 (10.04%) Hadoop
5 23 (8.88%) SQL Server Reporting Services
6 22 (8.49%) SQL Server Integration Services
7 16 (6.18%) DB2
8 14 (5.41%) SQL Server Analysis Services
9 13 (5.02%) BusinessObjects
10 11 (4.25%) SQL Server 2012
11 10 (3.86%) Data Mining
11 10 (3.86%) Oracle Database
12 9 (3.47%) Apache Hive
13 8 (3.09%) Oracle Database 11g
14 6 (2.32%) Oracle ODI
15 5 (1.93%) Enterprise Data Warehouse
15 5 (1.93%) Impala
15 5 (1.93%) SQL Server 2014
Development Applications
1 11 (4.25%) ERwin
1 11 (4.25%) JIRA
2 8 (3.09%) MSTest
2 8 (3.09%) NUnit
3 7 (2.70%) Subversion
4 5 (1.93%) Git (software)
4 5 (1.93%) Team Foundation Server
4 5 (1.93%) VSS/SourceSafe
5 4 (1.54%) Visual Studio
6 3 (1.16%) Cucumber
6 3 (1.16%) Grunt
6 3 (1.16%) gulp
6 3 (1.16%) webpack
7 2 (0.77%) Jenkins
7 2 (0.77%) Talend Open Studio
8 1 (0.39%) Bitbucket
8 1 (0.39%) Maven
8 1 (0.39%) Mercurial
8 1 (0.39%) SonarQube
8 1 (0.39%) TeamCity
General
1 100 (38.61%) Finance
2 46 (17.76%) Banking
3 18 (6.95%) Retail
4 13 (5.02%) Investment Banking
5 10 (3.86%) Financial Institution
5 10 (3.86%) Legal
6 8 (3.09%) Marketing
7 7 (2.70%) Back Office
8 5 (1.93%) Retail Banking
9 4 (1.54%) Games
10 3 (1.16%) Advertising
11 2 (0.77%) Front Office
11 2 (0.77%) Law
12 1 (0.39%) General Ledger
12 1 (0.39%) Telecoms
Job Titles
1 93 (35.91%) Analyst
2 82 (31.66%) Developer
3 54 (20.85%) Architect
4 44 (16.99%) Data Analyst
4 44 (16.99%) Data Architect
5 32 (12.36%) Business Analyst
6 18 (6.95%) Netezza Developer
6 18 (6.95%) SQL Analyst
6 18 (6.95%) SQL Data Analyst
7 12 (4.63%) Oracle Developer
8 11 (4.25%) Analyst Developer
9 10 (3.86%) Agile Developer
9 10 (3.86%) C# Developer
9 10 (3.86%) DBA
10 9 (3.47%) Business Intelligence Analyst
10 9 (3.47%) Oracle Analyst
10 9 (3.47%) SQL Developer
10 9 (3.47%) Teradata Analyst
11 8 (3.09%) Big Data Architect
12 6 (2.32%) Cognos Developer
Libraries, Frameworks & Software Standards
1 31 (11.97%) .NET
2 16 (6.18%) XML
3 15 (5.79%) Web Services
4 13 (5.02%) RESTful
5 11 (4.25%) XSLT
6 10 (3.86%) .NET Framework
7 9 (3.47%) HTML
7 9 (3.47%) REST
7 9 (3.47%) WCF
8 8 (3.09%) ASP.NET
9 7 (2.70%) CSS
9 7 (2.70%) IBM Integration Bus
10 6 (2.32%) FIX Protocol
10 6 (2.32%) Middleware
10 6 (2.32%) XSD
11 5 (1.93%) AngularJS
11 5 (1.93%) jQuery
11 5 (1.93%) Kafka
11 5 (1.93%) WebSphere MQ
12 4 (1.54%) Entity Framework
Miscellaneous
1 29 (11.20%) Analytical Skills
2 19 (7.34%) Statistics
3 18 (6.95%) Data Structures
4 16 (6.18%) Data Integration
5 14 (5.41%) Visualisation
6 13 (5.02%) Foreign Exchange (FX)
7 11 (4.25%) Reference Data
8 10 (3.86%) Computer Science
9 8 (3.09%) Management Information System
10 7 (2.70%) Credit Risk
10 7 (2.70%) Equities
10 7 (2.70%) Fixed Income
11 6 (2.32%) Taxonomies
11 6 (2.32%) User Experience
12 5 (1.93%) Mathematics
13 4 (1.54%) Algorithms
13 4 (1.54%) Data Protection Act
13 4 (1.54%) Enterprise Software
13 4 (1.54%) Market Risk
13 4 (1.54%) Mobile App
Operating Systems
1 21 (8.11%) Windows
2 19 (7.34%) Unix
3 8 (3.09%) Linux
4 6 (2.32%) Windows Server
5 2 (0.77%) Red Hat Enterprise Linux
5 2 (0.77%) Windows 2000
5 2 (0.77%) Windows 8
5 2 (0.77%) Windows Server 2008
5 2 (0.77%) Windows Server 2012
5 2 (0.77%) Windows Vista
5 2 (0.77%) Windows XP
6 1 (0.39%) CentOS
6 1 (0.39%) Solaris
Processes & Methodologies
1 93 (35.91%) Agile Software Development
2 66 (25.48%) Business Intelligence
3 62 (23.94%) ETL
4 47 (18.15%) Analytics
5 44 (16.99%) Data Management
6 42 (16.22%) Scrum
7 34 (13.13%) Performance Tuning
7 34 (13.13%) Predictive Modelling
8 33 (12.74%) Data Analysis
9 30 (11.58%) Data Architecture
10 28 (10.81%) Stakeholder Management
11 26 (10.04%) Business Analysis
12 24 (9.27%) Dimensional Modelling
12 24 (9.27%) Project Management
12 24 (9.27%) SDLC
13 20 (7.72%) Migration
14 19 (7.34%) Waterfall
15 18 (6.95%) Data Transformation
15 18 (6.95%) Database Optimisation
16 17 (6.56%) OO
Programming Languages
1 131 (50.58%) SQL
2 34 (13.13%) Python
3 27 (10.42%) R
4 26 (10.04%) C#
5 18 (6.95%) Java
6 17 (6.56%) PL/SQL
6 17 (6.56%) T-SQL
7 16 (6.18%) C++
8 14 (5.41%) JavaScript
9 12 (4.63%) Shell Script
10 8 (3.09%) VBA
11 6 (2.32%) Scala
12 5 (1.93%) Perl
13 3 (1.16%) C
13 3 (1.16%) PowerShell
13 3 (1.16%) SAS Macro
14 2 (0.77%) Bash Shell
14 2 (0.77%) Delphi
14 2 (0.77%) Pascal
14 2 (0.77%) VB.NET
Qualifications
1 40 (15.44%) Degree
2 8 (3.09%) Security Cleared
3 6 (2.32%) PMP
4 4 (1.54%) SC Cleared
5 3 (1.16%) CTC Cleared
6 2 (0.77%) AAT
6 2 (0.77%) ACCA
6 2 (0.77%) DV Cleared
7 1 (0.39%) APMP
7 1 (0.39%) CFA
7 1 (0.39%) CISSP
7 1 (0.39%) ISEB
7 1 (0.39%) ISTQB
7 1 (0.39%) ITIL Certification
7 1 (0.39%) MBA
7 1 (0.39%) OCPJP
7 1 (0.39%) PhD
7 1 (0.39%) PMI Certification
Quality Assurance & Compliance
1 68 (26.25%) Data Quality
2 7 (2.70%) Solvency II
3 6 (2.32%) QA
4 5 (1.93%) PCI DSS
5 3 (1.16%) Basel III
6 2 (0.77%) Basel II
6 2 (0.77%) Dodd-Frank
6 2 (0.77%) MiFID
7 1 (0.39%) COBIT
7 1 (0.39%) FATCA
7 1 (0.39%) FINREP
7 1 (0.39%) GAAP
7 1 (0.39%) ISO/IEC 27001
7 1 (0.39%) ISO20022
7 1 (0.39%) P3O
7 1 (0.39%) Sarbanes-Oxley
System Software
1 4 (1.54%) Oracle RAC
2 3 (1.16%) Active Directory
3 1 (0.39%) Apache Flume
3 1 (0.39%) Docker
3 1 (0.39%) HDFS
3 1 (0.39%) Virtual Desktop
3 1 (0.39%) VMware ESX
3 1 (0.39%) VMware Infrastructure
Systems Management
1 4 (1.54%) Tivoli
2 2 (0.77%) Control-M
2 2 (0.77%) Forefront Identity Manager
2 2 (0.77%) Oracle Enterprise Manager
3 1 (0.39%) BladeLogic
3 1 (0.39%) Kubernetes
3 1 (0.39%) MIMEsweeper
3 1 (0.39%) Norton AntiVirus
3 1 (0.39%) Oracle Identity Management
3 1 (0.39%) SCCM
Vendors
1 62 (23.94%) Oracle
2 38 (14.67%) Netezza
3 30 (11.58%) Microsoft
4 25 (9.65%) Teradata
5 20 (7.72%) Sybase
6 12 (4.63%) Cognos
6 12 (4.63%) SAP
6 12 (4.63%) Tableau
7 5 (1.93%) Informatica
7 5 (1.93%) MicroStrategy
8 4 (1.54%) Serena
8 4 (1.54%) WorldPay
9 3 (1.16%) Alteryx
9 3 (1.16%) OpenText
9 3 (1.16%) RedDot
9 3 (1.16%) Sun
9 3 (1.16%) TIBCO
10 2 (0.77%) Hyperion
10 2 (0.77%) Murex
10 2 (0.77%) Red Hat
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: 4 days ago
City, London
ANSON MCCADE
Rate: £400 - £550 per day
Posted: 4 days ago
City, London
Hays Finance Technology
Rate: £700.00 - £800.00 per day
Posted: 5 days ago
City, London
Ebury
Rate: £400.00 - £442.00 per day
Posted: 6 days ago
City, London
JM
Rate: £380 - £425 per day
Posted: 5 days ago
City, London
Ebury
Rate: £350.00 - £400.00 per day
Posted: 6 days ago