The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modelling
London / City of London
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 70 82 67
Rank change year-on-year +12 -15  
Contract jobs citing Data Modelling 101 86 174
As % of all contract IT jobs advertised in the City of London 3.06% 2.54% 2.99%
As % of the Processes & Methodologies category 3.47% 2.96% 3.70%
Number of daily rates quoted 79 67 144
Median daily rate £525 £475 £479
Median daily rate % change year-on-year +10.52% -0.78%  
90% offered a daily rate of more than £413 £391 £366
10% offered a daily rate of more than £650 £600 £604
UK excluding London median daily rate £425 £440 £423
% change year-on-year -3.40% +4.14%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.70 - £33.50

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for process and methodology skills.

Contract Process & Methodology Skills
City of London
Contract job vacancies with a requirement for process and methodology skills 2907 2906 4704
As % of all contract IT job vacancies advertised in the City of London 88.09% 85.87% 80.95%
Number of daily rates quoted 2235 2375 3702
Median daily rate £500 £475 £473
Median daily rate % change year-on-year +5.26% +0.52%  
90% offered a daily rate of more than £350 £335 £325
10% offered a daily rate of more than £650 £625 £625
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 25 25 56
Median hourly rate £20.00 £19.00 £24.50
Median hourly rate % change year-on-year +5.26% -22.44%  
90% offered a hourly rate of more than £14.75 £12.50 £15.00
10% offered a hourly rate of more than £41.00 £31.50 £55.50
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Modelling
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in the City of London

Data Modelling
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Modelling in the City of London.

Contractor daily rate trend for Data Modelling in the City of London

Data Modelling
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Data Modelling in the City of London over the 3 months to 23 June 2017.

Contractor daily rate histogram for Data Modelling in the City of London

Data Modelling
Contractor Hourly Rate Trend in the City of London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Modelling in the City of London.

Contractor hourly rate trend for Data Modelling in the City of London

For the 6 months to 23 June 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.

1 105 (48.84%) SQL
2 76 (35.35%) Finance
3 71 (33.02%) Data Warehouse
4 63 (29.30%) Agile Software Development
5 52 (24.19%) ETL
6 42 (19.53%) SQL Server
7 40 (18.60%) Business Intelligence
8 39 (18.14%) Java
9 38 (17.67%) Microsoft
9 38 (17.67%) Analytical Skills
10 35 (16.28%) Oracle
10 35 (16.28%) Data Analysis
11 33 (15.35%) Data Quality
11 33 (15.35%) Analytics
12 30 (13.95%) Python
13 27 (12.56%) Data Management
14 25 (11.63%) Big Data
15 23 (10.70%) Hadoop
15 23 (10.70%) Stakeholder Management
15 23 (10.70%) Relational Database
16 21 (9.77%) Banking
16 21 (9.77%) Migration
16 21 (9.77%) R
16 21 (9.77%) Business Analysis
16 21 (9.77%) Physical Data Model
17 20 (9.30%) Degree
18 19 (8.84%) SQL Server Integration Services
18 19 (8.84%) Scrum
18 19 (8.84%) Data Structures
19 18 (8.37%) SQL Server Reporting Services

Data Modelling
Co-occurring 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 8 (3.72%) Apache
1 8 (3.72%) Apache Spark
2 6 (2.79%) Confluence
2 6 (2.79%) SAS
3 4 (1.86%) Oracle SOA Suite
3 4 (1.86%) SharePoint
4 3 (1.40%) CMS
4 3 (1.40%) Elasticsearch
4 3 (1.40%) Jupyter
5 2 (0.93%) Drupal
5 2 (0.93%) IIS
5 2 (0.93%) Kentico
5 2 (0.93%) MQSeries
5 2 (0.93%) Mule
5 2 (0.93%) Tomcat
5 2 (0.93%) WebSphere
6 1 (0.47%) Apache Pig
6 1 (0.47%) IBM Notes
6 1 (0.47%) JBoss
6 1 (0.47%) Skype for Business
Applications
1 16 (7.44%) Microsoft Excel
2 15 (6.98%) MS Visio
3 7 (3.26%) Microsoft Office
4 4 (1.86%) Microsoft Project
5 3 (1.40%) Spreadsheet
6 2 (0.93%) SPSS
7 1 (0.47%) Microsoft PowerPoint
Business Applications
1 5 (2.33%) Dynamics CRM
1 5 (2.33%) SAP Oil and Gas
2 2 (0.93%) Dynamics AX
2 2 (0.93%) Dynamics NAV
2 2 (0.93%) Magento
2 2 (0.93%) Markit EDM
3 1 (0.47%) Cognos Business Intelligence
3 1 (0.47%) ION MarketView
3 1 (0.47%) Loan IQ
3 1 (0.47%) NetSuite
3 1 (0.47%) Oracle EBS
3 1 (0.47%) Oracle EBS R12
3 1 (0.47%) Oracle Financials
3 1 (0.47%) Oracle General Ledger
3 1 (0.47%) Oracle Payables
3 1 (0.47%) Oracle Receivables
3 1 (0.47%) PeopleSoft HCM
3 1 (0.47%) SAP CRM
3 1 (0.47%) SAP R/3
3 1 (0.47%) thinkFolio
Cloud Services
1 12 (5.58%) Amazon AWS
2 11 (5.12%) Microsoft Azure
3 3 (1.40%) Office 365
3 3 (1.40%) Salesforce Service Cloud
4 2 (0.93%) Dynamics 365
4 2 (0.93%) GitHub
4 2 (0.93%) IBM Blueworks
5 1 (0.47%) iPaaS
Communications & Networking
1 2 (0.93%) HTTP
2 1 (0.47%) Internet
2 1 (0.47%) Intranet
2 1 (0.47%) LAN
2 1 (0.47%) WAN
2 1 (0.47%) Wi-Fi
Database & Business Intelligence
1 71 (33.02%) Data Warehouse
2 42 (19.53%) SQL Server
3 25 (11.63%) Big Data
4 23 (10.70%) Hadoop
4 23 (10.70%) Relational Database
5 19 (8.84%) SQL Server Integration Services
6 18 (8.37%) SQL Server Reporting Services
7 17 (7.91%) QlikView
8 16 (7.44%) NoSQL
8 16 (7.44%) Power BI
9 10 (4.65%) DB2
10 9 (4.19%) MongoDB
10 9 (4.19%) RDBMS
10 9 (4.19%) SQL Server Analysis Services
11 7 (3.26%) Qlik Sense
12 6 (2.79%) Oracle Database
13 5 (2.33%) Apache Hive
13 5 (2.33%) Azure SQL Data Warehouse
13 5 (2.33%) Azure SQL Database
13 5 (2.33%) HBase
Development Applications
1 12 (5.58%) Jenkins
2 9 (4.19%) Git (software)
2 9 (4.19%) JIRA
3 8 (3.72%) Talend Open Studio
4 7 (3.26%) ERwin
4 7 (3.26%) JUnit
4 7 (3.26%) Team Foundation Server
5 5 (2.33%) Maven
5 5 (2.33%) MSTest
5 5 (2.33%) NUnit
5 5 (2.33%) TeamCity
6 4 (1.86%) Visual Studio
7 2 (0.93%) Bitbucket
7 2 (0.93%) Eclipse
7 2 (0.93%) Gradle
7 2 (0.93%) IntelliJ
7 2 (0.93%) Moq
7 2 (0.93%) NetBeans
7 2 (0.93%) Rhino Mocks
7 2 (0.93%) Subversion
General
1 76 (35.35%) Finance
2 21 (9.77%) Banking
3 14 (6.51%) Legal
4 11 (5.12%) Front Office
5 6 (2.79%) Back Office
5 6 (2.79%) Marketing
6 5 (2.33%) Electronics
6 5 (2.33%) Investment Banking
6 5 (2.33%) Manufacturing
6 5 (2.33%) Retail
6 5 (2.33%) Telecoms
7 3 (1.40%) Publishing
8 2 (0.93%) Advertising
8 2 (0.93%) Law
9 1 (0.47%) Financial Institution
9 1 (0.47%) French Language
9 1 (0.47%) General Ledger
Job Titles
1 79 (36.74%) Analyst
2 65 (30.23%) Developer
3 40 (18.60%) Architect
3 40 (18.60%) Data Analyst
4 23 (10.70%) Data Architect
5 22 (10.23%) Business Analyst
6 14 (6.51%) Java Developer
7 12 (5.58%) Data Modeller
7 12 (5.58%) Systems Analyst
8 11 (5.12%) SQL Analyst
8 11 (5.12%) SQL Developer
9 10 (4.65%) Business Systems Analyst
10 9 (4.19%) Solutions Architect
11 8 (3.72%) Consultant
11 8 (3.72%) SQL Data Analyst
12 7 (3.26%) Business Intelligence Developer
12 7 (3.26%) C# Developer
12 7 (3.26%) Data Engineer
12 7 (3.26%) Java Architect
12 7 (3.26%) Oracle Developer
Libraries, Frameworks & Software Standards
1 17 (7.91%) .NET
2 14 (6.51%) XML
3 13 (6.05%) AngularJS
3 13 (6.05%) CSS
3 13 (6.05%) HTML
4 12 (5.58%) Node.js
4 12 (5.58%) REST
5 11 (5.12%) Spring
5 11 (5.12%) Web Services
6 8 (3.72%) J2EE
6 8 (3.72%) jQuery
7 7 (3.26%) SOAP
8 6 (2.79%) JSON
8 6 (2.79%) RESTful
8 6 (2.79%) Struts
9 5 (2.33%) HTML5
9 5 (2.33%) MDX
9 5 (2.33%) React
9 5 (2.33%) WCF
10 4 (1.86%) scikit-learn
Miscellaneous
1 38 (17.67%) Analytical Skills
2 19 (8.84%) Data Structures
3 7 (3.26%) Enterprise Software
3 7 (3.26%) Reference Data
3 7 (3.26%) User Experience
4 6 (2.79%) Management Information System
4 6 (2.79%) Market Risk
5 5 (2.33%) Computer Science
5 5 (2.33%) Derivative
5 5 (2.33%) Mobile App
5 5 (2.33%) Private Cloud
6 4 (1.86%) Data Centre
6 4 (1.86%) Equities
6 4 (1.86%) Foreign Exchange (FX)
7 3 (1.40%) Algorithms
7 3 (1.40%) Fixed Income
8 2 (0.93%) EPoS
8 2 (0.93%) Fintech
8 2 (0.93%) Taxonomies
9 1 (0.47%) Data Protection Act
Operating Systems
1 12 (5.58%) Linux
2 9 (4.19%) Unix
3 8 (3.72%) Windows
4 3 (1.40%) CentOS
5 2 (0.93%) Windows Server
Processes & Methodologies
1 63 (29.30%) Agile Software Development
2 52 (24.19%) ETL
3 40 (18.60%) Business Intelligence
4 35 (16.28%) Data Analysis
5 33 (15.35%) Analytics
6 27 (12.56%) Data Management
7 23 (10.70%) Stakeholder Management
8 21 (9.77%) Business Analysis
8 21 (9.77%) Migration
8 21 (9.77%) Physical Data Model
9 19 (8.84%) Scrum
10 17 (7.91%) Data Architecture
10 17 (7.91%) Performance Tuning
11 16 (7.44%) Data Governance
11 16 (7.44%) Data Mapping
11 16 (7.44%) Logical Data Model
12 15 (6.98%) Visualisation
13 14 (6.51%) Data Migration
13 14 (6.51%) Predictive Modelling
13 14 (6.51%) Use Case
Programming Languages
1 105 (48.84%) SQL
2 39 (18.14%) Java
3 30 (13.95%) Python
4 21 (9.77%) R
5 18 (8.37%) C#
6 17 (7.91%) JavaScript
7 14 (6.51%) PL/SQL
7 14 (6.51%) T-SQL
8 12 (5.58%) C++
9 6 (2.79%) Scala
10 5 (2.33%) VBA
11 4 (1.86%) C
11 4 (1.86%) Shell Script
12 3 (1.40%) Apex Code
12 3 (1.40%) Data Analysis Expressions (DAX)
12 3 (1.40%) SOQL
12 3 (1.40%) SOSL
13 2 (0.93%) PHP
13 2 (0.93%) Ruby
13 2 (0.93%) TypeScript
Qualifications
1 20 (9.30%) Degree
2 11 (5.12%) SC Cleared
2 11 (5.12%) Security Cleared
3 3 (1.40%) Computer Science Degree
4 2 (0.93%) AAT
4 2 (0.93%) ACCA
4 2 (0.93%) CFA
4 2 (0.93%) ISEB
4 2 (0.93%) OCPJP
4 2 (0.93%) PhD
4 2 (0.93%) PMP
5 1 (0.47%) APMP
5 1 (0.47%) DV Cleared
5 1 (0.47%) PMI Certification
Quality Assurance & Compliance
1 33 (15.35%) Data Quality
2 11 (5.12%) MiFID
3 7 (3.26%) GDPR
4 5 (2.33%) Solvency II
5 4 (1.86%) PCI DSS
6 3 (1.40%) Dodd-Frank
6 3 (1.40%) QA
7 2 (0.93%) IFRS
7 2 (0.93%) IFRS 9
8 1 (0.47%) Basel III
8 1 (0.47%) EMIR
8 1 (0.47%) FINREP
8 1 (0.47%) ISO 20022
8 1 (0.47%) P3O
8 1 (0.47%) PMO
8 1 (0.47%) WCAG
System Software
1 2 (0.93%) Active Directory
1 2 (0.93%) Oracle RAC
2 1 (0.47%) Docker
2 1 (0.47%) Hyper-V
2 1 (0.47%) VMware Infrastructure
Systems Management
1 3 (1.40%) MOM
2 2 (0.93%) Forefront Identity Manager
2 2 (0.93%) Opscode Chef
2 2 (0.93%) Puppet
3 1 (0.47%) Ansible
3 1 (0.47%) Kubernetes
Vendors
1 38 (17.67%) Microsoft
2 35 (16.28%) Oracle
3 17 (7.91%) Tableau
4 16 (7.44%) SAP
5 14 (6.51%) Netezza
6 11 (5.12%) Informatica
7 10 (4.65%) Sybase
7 10 (4.65%) Teradata
8 8 (3.72%) IBM
8 8 (3.72%) Talend
9 7 (3.26%) Cloudera
10 6 (2.79%) Cognos
11 5 (2.33%) ION Trading
12 4 (1.86%) Bloomberg
12 4 (1.86%) Fidessa
12 4 (1.86%) Salesforce.com
13 3 (1.40%) Ab Initio
13 3 (1.40%) MicroStrategy
13 3 (1.40%) Sun
13 3 (1.40%) TIBCO
City, London
ARC IT Recruitment Ltd
Rate: £500 - £650 per day
Posted: 2 days ago
City of London
Edward Carter Solutions
Rate: £500 per day
Posted: 2 days ago
City, London
TEKsystems
Rate: £350 - £375 per annum
Posted: 6 days ago
City, London
Deerfoot IT Resources Ltd
Rate: £500 - £550 per day
Posted: 3 days ago