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 February 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
24 Feb 2017
Same period 2016 Same period 2015
Data Modelling
London / City of London
Rank 52 55 44
Rank change year-on-year
+3 -11
Contract jobs citing Data Modelling 116 111 204
As % of all contract IT jobs located in the City of London 3.91% 3.47% 3.93%
As % of the Processes & Methodologies category 4.61% 4.00% 4.74%
Number of daily rates quoted 88 86 155
Median daily rate £450 £525 £500
Median daily rate % change year-on-year
-14.28% +5.00%
90% offered a daily rate of more than £359 £338 £357
10% offered a daily rate of more than £597 £638 £625
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 0 4 0
Median hourly rate - £42.50 -
UK excluding London median hourly rate £42.50 £46.58 £49.50
% change year-on-year
-8.75% -5.89%

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
2518 2776 4300
As % of all contract IT jobs located in the City of London 84.98% 86.83% 82.92%
Number of daily rates quoted 1989 2205 3354
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 £350 £325 £313
10% offered a daily rate of more than £625 £625 £625
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+1.87% -
Number of hourly rates quoted 15 28 33
Median hourly rate £21.75 £22.00 £22.69
Median hourly rate % change year-on-year
-1.13% -3.04%
90% offered a hourly rate of more than £13.50 £13.00 £13.40
10% offered a hourly rate of more than £80.00 £53.00 £45.50
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

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 February 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 24 February 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.

1 134 (52.96%) SQL
2 93 (36.76%) Data Warehouse
3 91 (35.97%) Finance
4 82 (32.41%) Agile Software Development
5 66 (26.09%) ETL
6 64 (25.30%) Data Quality
7 61 (24.11%) SQL Server
7 61 (24.11%) Business Intelligence
8 56 (22.13%) Oracle
9 45 (17.79%) Data Management
10 44 (17.39%) Analytics
11 40 (15.81%) Degree
12 38 (15.02%) Scrum
13 37 (14.62%) Banking
14 35 (13.83%) Python
15 34 (13.44%) Microsoft
15 34 (13.44%) Data Analysis
16 33 (13.04%) .NET
17 32 (12.65%) Netezza
17 32 (12.65%) Performance Tuning
18 31 (12.25%) Analytical Skills
18 31 (12.25%) C#
19 29 (11.46%) Big Data
19 29 (11.46%) Data Architecture
19 29 (11.46%) Hadoop
20 28 (11.07%) Predictive Modelling
21 27 (10.67%) NoSQL
21 27 (10.67%) Relational Database
22 26 (10.28%) R
22 26 (10.28%) 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 12 (4.74%) SAS
2 11 (4.35%) Apache Spark
3 7 (2.77%) Apache Pig
3 7 (2.77%) Confluence
3 7 (2.77%) SharePoint
4 5 (1.98%) CMS
5 4 (1.58%) Apache
6 3 (1.19%) Elasticsearch
6 3 (1.19%) JBoss
6 3 (1.19%) Tomcat
6 3 (1.19%) WebSphere
7 2 (0.79%) Drupal
7 2 (0.79%) IIS
7 2 (0.79%) Jupyter
7 2 (0.79%) Kentico
7 2 (0.79%) WebLogic
8 1 (0.40%) IBM Notes
8 1 (0.40%) Mule
8 1 (0.40%) Oracle SOA Suite
8 1 (0.40%) Skype for Business
Applications
1 19 (7.51%) MS Excel
2 11 (4.35%) MS Office
3 9 (3.56%) MS Visio
4 5 (1.98%) MS Project
4 5 (1.98%) SPSS
5 4 (1.58%) Spreadsheet
Business Applications
1 8 (3.16%) Dynamics CRM
2 5 (1.98%) Dynamics AX
3 2 (0.79%) Dynamics NAV
3 2 (0.79%) Magento
4 1 (0.40%) Cognos Business Intelligence
4 1 (0.40%) Cognos Controller
4 1 (0.40%) Cognos TM1
4 1 (0.40%) Endur
4 1 (0.40%) Markit EDM
4 1 (0.40%) Oracle Retail
4 1 (0.40%) SAP ERP
4 1 (0.40%) SAP Oil and Gas
4 1 (0.40%) SAP R/3
Cloud Services
1 12 (4.74%) Amazon AWS
2 10 (3.95%) Microsoft Azure
3 2 (0.79%) Amazon Kinesis
3 2 (0.79%) Office 365
4 1 (0.40%) Azure Active Directory
4 1 (0.40%) GitHub
4 1 (0.40%) SuccessFactors
Communications & Networking
1 5 (1.98%) HTTP
2 2 (0.79%) Firewall
2 2 (0.79%) Internet
2 2 (0.79%) LAN
2 2 (0.79%) WAN
3 1 (0.40%) BIG-IP
3 1 (0.40%) DHCP
3 1 (0.40%) DNS
3 1 (0.40%) Intranet
3 1 (0.40%) NAS
3 1 (0.40%) Network Security
3 1 (0.40%) SAN
3 1 (0.40%) VoIP
3 1 (0.40%) Wi-Fi
3 1 (0.40%) Wireless
Database & Business Intelligence
1 93 (36.76%) Data Warehouse
2 61 (24.11%) SQL Server
3 29 (11.46%) Big Data
3 29 (11.46%) Hadoop
4 27 (10.67%) NoSQL
4 27 (10.67%) Relational Database
5 24 (9.49%) SQL Server Reporting Services
6 21 (8.30%) SQL Server Integration Services
7 15 (5.93%) DB2
8 14 (5.53%) BusinessObjects
9 13 (5.14%) SQL Server Analysis Services
10 11 (4.35%) Apache Hive
11 10 (3.95%) Data Mining
11 10 (3.95%) SQL Server 2012
12 8 (3.16%) Oracle Database
12 8 (3.16%) QlikView
13 7 (2.77%) Power BI
14 6 (2.37%) Oracle Database 11g
15 5 (1.98%) Data Lake
15 5 (1.98%) Impala
Development Applications
1 14 (5.53%) ERwin
1 14 (5.53%) JIRA
2 10 (3.95%) Git (software)
3 9 (3.56%) MSTest
3 9 (3.56%) NUnit
3 9 (3.56%) Team Foundation Server
4 8 (3.16%) Jenkins
5 5 (1.98%) Visual Studio
6 4 (1.58%) Subversion
6 4 (1.58%) TeamCity
7 3 (1.19%) Grunt
7 3 (1.19%) gulp
7 3 (1.19%) VSS/SourceSafe
7 3 (1.19%) webpack
8 2 (0.79%) Bitbucket
8 2 (0.79%) Bower
8 2 (0.79%) JUnit
8 2 (0.79%) Maven
8 2 (0.79%) SonarQube
8 2 (0.79%) Talend Open Studio
General
1 91 (35.97%) Finance
2 37 (14.62%) Banking
3 14 (5.53%) Retail
4 10 (3.95%) Investment Banking
5 7 (2.77%) Financial Institution
6 6 (2.37%) Legal
7 5 (1.98%) Back Office
8 4 (1.58%) Games
8 4 (1.58%) Marketing
9 3 (1.19%) Retail Banking
10 2 (0.79%) Advertising
10 2 (0.79%) Front Office
11 1 (0.40%) General Ledger
11 1 (0.40%) Law
11 1 (0.40%) Publishing
Job Titles
1 85 (33.60%) Analyst
2 78 (30.83%) Developer
3 59 (23.32%) Architect
4 49 (19.37%) Data Architect
5 45 (17.79%) Data Analyst
6 27 (10.67%) Business Analyst
7 19 (7.51%) SQL Analyst
7 19 (7.51%) SQL Data Analyst
8 12 (4.74%) C# Developer
8 12 (4.74%) Netezza Developer
8 12 (4.74%) Oracle Developer
8 12 (4.74%) SQL Developer
9 11 (4.35%) Business Intelligence Analyst
10 8 (3.16%) Big Data Architect
10 8 (3.16%) DBA
11 7 (2.77%) Lead Data Architect
11 7 (2.77%) Oracle Analyst
11 7 (2.77%) Senior Developer
11 7 (2.77%) Systems Analyst
11 7 (2.77%) Teradata Analyst
Libraries, Frameworks & Software Standards
1 33 (13.04%) .NET
2 20 (7.91%) XML
3 16 (6.32%) HTML
4 14 (5.53%) CSS
4 14 (5.53%) RESTful
4 14 (5.53%) Web Services
5 12 (4.74%) AngularJS
6 11 (4.35%) .NET Framework
7 10 (3.95%) ASP.NET
7 10 (3.95%) REST
7 10 (3.95%) WCF
7 10 (3.95%) XSLT
8 8 (3.16%) jQuery
8 8 (3.16%) Node.js
9 7 (2.77%) FIX Protocol
10 6 (2.37%) React
10 6 (2.37%) XSD
11 5 (1.98%) Entity Framework
11 5 (1.98%) FpML
11 5 (1.98%) SignalR
Miscellaneous
1 31 (12.25%) Analytical Skills
2 22 (8.70%) Data Structures
3 13 (5.14%) Computer Science
4 12 (4.74%) Foreign Exchange (FX)
5 11 (4.35%) Reference Data
6 10 (3.95%) Management Information System
7 7 (2.77%) Credit Risk
7 7 (2.77%) Mobile App
7 7 (2.77%) User Experience
8 6 (2.37%) Equities
8 6 (2.37%) Taxonomies
9 5 (1.98%) Fixed Income
9 5 (1.98%) Market Risk
10 4 (1.58%) Algorithms
10 4 (1.58%) Data Protection Act
11 3 (1.19%) Derivative
11 3 (1.19%) NHS
12 2 (0.79%) Enterprise Software
12 2 (0.79%) EPoS
12 2 (0.79%) Reinsurance
Operating Systems
1 21 (8.30%) Windows
2 19 (7.51%) Unix
3 8 (3.16%) Linux
4 5 (1.98%) Windows Server
5 3 (1.19%) CentOS
6 1 (0.40%) Solaris
Processes & Methodologies
1 82 (32.41%) Agile Software Development
2 66 (26.09%) ETL
3 61 (24.11%) Business Intelligence
4 45 (17.79%) Data Management
5 44 (17.39%) Analytics
6 38 (15.02%) Scrum
7 34 (13.44%) Data Analysis
8 32 (12.65%) Performance Tuning
9 29 (11.46%) Data Architecture
10 28 (11.07%) Predictive Modelling
11 26 (10.28%) Business Analysis
12 24 (9.49%) Stakeholder Management
13 21 (8.30%) Dimensional Modelling
13 21 (8.30%) Statistics
14 20 (7.91%) OO
15 18 (7.11%) Migration
15 18 (7.11%) Project Management
15 18 (7.11%) SDLC
16 17 (6.72%) Data Mapping
16 17 (6.72%) TDD
Programming Languages
1 134 (52.96%) SQL
2 35 (13.83%) Python
3 31 (12.25%) C#
4 26 (10.28%) R
5 20 (7.91%) Java
5 20 (7.91%) JavaScript
6 19 (7.51%) T-SQL
7 16 (6.32%) C++
7 16 (6.32%) PL/SQL
8 10 (3.95%) Shell Script
9 9 (3.56%) Scala
10 8 (3.16%) VBA
11 3 (1.19%) Perl
11 3 (1.19%) TypeScript
12 2 (0.79%) VB.NET
13 1 (0.40%) Apex Code
13 1 (0.40%) C
13 1 (0.40%) Go
13 1 (0.40%) SOQL
13 1 (0.40%) SOSL
Qualifications
1 40 (15.81%) Degree
2 8 (3.16%) Security Cleared
3 4 (1.58%) SC Cleared
4 3 (1.19%) CTC Cleared
5 2 (0.79%) AAT
5 2 (0.79%) ACCA
5 2 (0.79%) DV Cleared
5 2 (0.79%) OCPJP
5 2 (0.79%) PhD
5 2 (0.79%) PMP
6 1 (0.40%) APMP
6 1 (0.40%) CFA
6 1 (0.40%) CISSP
6 1 (0.40%) ISEB
6 1 (0.40%) ISTQB
6 1 (0.40%) ITIL Certification
6 1 (0.40%) MBA
6 1 (0.40%) PMI Certification
Quality Assurance & Compliance
1 64 (25.30%) Data Quality
2 10 (3.95%) Solvency II
3 6 (2.37%) QA
4 5 (1.98%) MiFID
5 3 (1.19%) Basel III
5 3 (1.19%) PCI DSS
6 2 (0.79%) Basel II
6 2 (0.79%) Dodd-Frank
6 2 (0.79%) IFRS
6 2 (0.79%) IFRS 9
6 2 (0.79%) ISO20022
7 1 (0.40%) COBIT
7 1 (0.40%) FINREP
7 1 (0.40%) GAAP
7 1 (0.40%) GDPR
7 1 (0.40%) ISO/IEC 27001
7 1 (0.40%) P3O
7 1 (0.40%) Sarbanes-Oxley
System Software
1 4 (1.58%) Oracle RAC
2 3 (1.19%) Active Directory
3 1 (0.40%) Apache Flume
3 1 (0.40%) Docker
3 1 (0.40%) HDFS
3 1 (0.40%) Virtual Desktop
3 1 (0.40%) VMware ESX
3 1 (0.40%) VMware Infrastructure
Systems Management
1 4 (1.58%) Tivoli
2 2 (0.79%) Control-M
2 2 (0.79%) Forefront Identity Manager
2 2 (0.79%) Oracle Enterprise Manager
3 1 (0.40%) BladeLogic
3 1 (0.40%) Kubernetes
3 1 (0.40%) MIMEsweeper
3 1 (0.40%) MOM
3 1 (0.40%) Norton AntiVirus
3 1 (0.40%) Opscode Chef
3 1 (0.40%) Oracle Identity Management
3 1 (0.40%) Puppet
3 1 (0.40%) SCCM
Vendors
1 56 (22.13%) Oracle
2 34 (13.44%) Microsoft
3 32 (12.65%) Netezza
4 22 (8.70%) Teradata
5 18 (7.11%) Tableau
6 17 (6.72%) Sybase
7 15 (5.93%) SAP
8 11 (4.35%) Cognos
9 5 (1.98%) MicroStrategy
10 4 (1.58%) IBM
10 4 (1.58%) Informatica
10 4 (1.58%) OpenText
10 4 (1.58%) RedDot
10 4 (1.58%) WorldPay
11 3 (1.19%) Alteryx
11 3 (1.19%) Sun
11 3 (1.19%) TIBCO
12 2 (0.79%) CODA
12 2 (0.79%) Hyperion
12 2 (0.79%) Murex
City, London
Hydrogen Group
Rate: £300.00 - £400.00 per annum
Posted: 21 hours ago
City, London
Mane Contract Services Limited
Rate: £350 - £430 per day
Posted: Yesterday
City, London
Comtecs
Rate: £400 - £425 Per Annum
Posted: 2 days ago
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 3 days ago
City of London
Pearson Frank
Rate: £550 - £600 per day
Posted: 3 days ago
City, London
Harvey Nash plc
Rate: £550 - £650 per day
Posted: 3 days ago
City of London
Pearson Frank
Rate: £400 per day
Posted: 3 days ago