The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the 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 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
23 Feb 2017
Same period 2016 Same period 2015
Data Modelling
England / London
Rank 71 74 55
Rank change year-on-year
+3 -19
Contract jobs citing Data Modelling 619 624 789
As % of all contract IT jobs located in London 3.20% 2.91% 3.68%
As % of the Processes & Methodologies category 3.77% 3.42% 4.48%
Number of daily rates quoted 436 416 508
Median daily rate £475 £480 £475
Median daily rate % change year-on-year
-1.04% +1.05%
90% offered a daily rate of more than £375 £339 £320
10% offered a daily rate of more than £650 £650 £650
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 2 7 2
Median hourly rate £34.00 £50.00 £62.50
Median hourly rate % change year-on-year
-32.00% -20.00%
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 London region.

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
16429 18227 17626
As % of all contract IT jobs located in London 84.94% 85.00% 82.15%
Number of daily rates quoted 11899 13033 12566
Median daily rate £475 £475 £450
Median daily rate % change year-on-year
- +5.55%
90% offered a daily rate of more than £340 £325 £305
10% offered a daily rate of more than £638 £625 £600
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 156 218 206
Median hourly rate £33.00 £22.50 £21.50
Median hourly rate % change year-on-year
+46.66% +4.65%
90% offered a hourly rate of more than £14.04 £12.50 £11.00
10% offered a hourly rate of more than £55.00 £53.00 £51.50
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 London

The demand trend of contract jobs across the 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 London

Data Modelling
Daily Rate Trend in London

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

Data Modelling Daily Rate Trend in London

Data Modelling
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the London region over the 3 months to 23 February 2017.

Data Modelling Daily Rate Histogram in London

Data Modelling
Hourly Rate Trend in London

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

Data Modelling Hourly Rate Trend in London

Data Modelling
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the London region over the 3 months to 23 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +5 115 £450 -12.19% 25
Canary Wharf +8 13 £513 +6.77%
Docklands, London +3 5 £483 -
Croydon +1 3 £488 +16.76%
Westminster 0 1 £425 -3.74%
Twickenham - 1 £425 -
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in London

For the 6 months to 23 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 London region with a requirement for Data Modelling.

1 528 (40.43%) SQL
2 393 (30.09%) Finance
3 352 (26.95%) Agile Software Development
4 330 (25.27%) ETL
5 318 (24.35%) Data Warehouse
6 304 (23.28%) Business Intelligence
7 259 (19.83%) Oracle
8 236 (18.07%) SQL Server
9 223 (17.08%) Banking
10 201 (15.39%) Java
11 200 (15.31%) Data Management
12 184 (14.09%) Data Quality
13 177 (13.55%) Big Data
13 177 (13.55%) Data Architecture
14 171 (13.09%) Analytics
15 170 (13.02%) Analytical Skills
16 158 (12.10%) Data Analysis
17 149 (11.41%) Hadoop
18 147 (11.26%) Logical Data Model
19 141 (10.80%) Microsoft
20 134 (10.26%) Business Analysis
21 133 (10.18%) Degree
22 132 (10.11%) Python
23 117 (8.96%) Migration
23 117 (8.96%) Stakeholder Management
24 116 (8.88%) JavaScript
25 115 (8.81%) XML
26 114 (8.73%) SQL Server Integration Services
27 110 (8.42%) Scrum
28 107 (8.19%) .NET

Data Modelling
Top Related IT Skills in 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 71 (5.44%) Apache Spark
2 55 (4.21%) SAS
3 46 (3.52%) Confluence
4 38 (2.91%) Oracle SOA Suite
5 27 (2.07%) SharePoint
6 26 (1.99%) Apache Pig
7 21 (1.61%) WebLogic
8 20 (1.53%) Elasticsearch
9 19 (1.45%) Apache
10 16 (1.23%) CMS
10 16 (1.23%) JBoss
11 15 (1.15%) Oracle Workflow
12 10 (0.77%) WebSphere
13 9 (0.69%) Liferay
14 8 (0.61%) Tomcat
15 6 (0.46%) Apache Solr
16 5 (0.38%) Drupal
17 4 (0.31%) Skype for Business
18 3 (0.23%) IIS
18 3 (0.23%) Jupyter
Applications
1 98 (7.50%) MS Excel
2 40 (3.06%) MS Visio
3 37 (2.83%) MS Office
4 23 (1.76%) MS Project
5 14 (1.07%) MS PowerPoint
6 12 (0.92%) Spreadsheet
6 12 (0.92%) SPSS
7 4 (0.31%) Mathematica
8 1 (0.077%) GNU Octave
8 1 (0.077%) Weka
Business Applications
1 33 (2.53%) Dynamics CRM
2 10 (0.77%) Oracle EBS
3 9 (0.69%) Loan IQ
4 8 (0.61%) Cognos TM1
5 6 (0.46%) Dynamics AX
5 6 (0.46%) Endur
6 5 (0.38%) Eloqua
6 5 (0.38%) Oracle BPM
6 5 (0.38%) SAP MDG
6 5 (0.38%) SAP Oil and Gas
7 3 (0.23%) Cognos Business Intelligence
7 3 (0.23%) Cognos Controller
7 3 (0.23%) Salesforce.com CRM
8 2 (0.15%) Oracle Applications
8 2 (0.15%) Oracle Cash Management
8 2 (0.15%) Oracle Payables
8 2 (0.15%) Oracle Receivables
8 2 (0.15%) Oracle Retail
8 2 (0.15%) SAP ERP
9 1 (0.077%) Oracle Utilities
Cloud Services
1 41 (3.14%) Amazon AWS
2 28 (2.14%) Microsoft Azure
3 8 (0.61%) SaaS
4 6 (0.46%) IBM Cloud
5 5 (0.38%) Amazon Kinesis
5 5 (0.38%) Force.com
6 4 (0.31%) Office 365
7 3 (0.23%) Amazon S3
7 3 (0.23%) GitHub
8 2 (0.15%) Cloud Computing
8 2 (0.15%) PaaS
9 1 (0.077%) Amazon EC2
9 1 (0.077%) AWS CloudFormation
9 1 (0.077%) AWS Lambda
9 1 (0.077%) Azure Active Directory
9 1 (0.077%) IaaS
9 1 (0.077%) OpenShift
9 1 (0.077%) Slack
9 1 (0.077%) SuccessFactors
9 1 (0.077%) Trello
Communications & Networking
1 19 (1.45%) Firewall
2 17 (1.30%) HTTP
3 15 (1.15%) LDAP
4 11 (0.84%) Internet
5 9 (0.69%) TCP/IP
6 7 (0.54%) FTP
7 6 (0.46%) MPLS
7 6 (0.46%) WAN
8 3 (0.23%) Ethernet
8 3 (0.23%) Intranet
8 3 (0.23%) IPsec
8 3 (0.23%) Skype
8 3 (0.23%) VPN
9 2 (0.15%) Kerberos
9 2 (0.15%) LAN
9 2 (0.15%) Network Security
9 2 (0.15%) PuTTY
9 2 (0.15%) SSL
10 1 (0.077%) Broadband
10 1 (0.077%) VoIP
Database & Business Intelligence
1 318 (24.35%) Data Warehouse
2 236 (18.07%) SQL Server
3 177 (13.55%) Big Data
4 149 (11.41%) Hadoop
5 114 (8.73%) SQL Server Integration Services
6 96 (7.35%) SQL Server Reporting Services
7 95 (7.27%) Relational Database
8 80 (6.13%) NoSQL
9 67 (5.13%) QlikView
9 67 (5.13%) SQL Server Analysis Services
10 63 (4.82%) Apache Hive
10 63 (4.82%) Oracle Database
11 53 (4.06%) BusinessObjects
12 49 (3.75%) DB2
13 40 (3.06%) Power BI
14 39 (2.99%) Data Mining
15 37 (2.83%) Apache Cassandra
15 37 (2.83%) MongoDB
16 36 (2.76%) HBase
17 34 (2.60%) SQL Server 2012
Development Applications
1 70 (5.36%) JIRA
2 58 (4.44%) ERwin
3 37 (2.83%) Team Foundation Server
4 36 (2.76%) Talend Open Studio
5 22 (1.68%) Git (software)
6 18 (1.38%) PowerDesigner
7 17 (1.30%) Subversion
8 14 (1.07%) Jenkins
9 13 (1.00%) JUnit
10 12 (0.92%) Visual Studio
11 9 (0.69%) Bitbucket
11 9 (0.69%) HP UFT
11 9 (0.69%) MSTest
11 9 (0.69%) NUnit
12 8 (0.61%) Ant
12 8 (0.61%) Selenium
13 7 (0.54%) Cucumber
13 7 (0.54%) Oracle Forms
14 6 (0.46%) Maven
14 6 (0.46%) Oracle APEX
General
1 393 (30.09%) Finance
2 223 (17.08%) Banking
3 81 (6.20%) Investment Banking
4 39 (2.99%) Retail
5 38 (2.91%) Legal
6 29 (2.22%) Marketing
7 22 (1.68%) Publishing
8 18 (1.38%) Back Office
8 18 (1.38%) Law
9 15 (1.15%) Front Office
10 14 (1.07%) Financial Institution
11 11 (0.84%) Advertising
11 11 (0.84%) Telecoms
12 9 (0.69%) Games
12 9 (0.69%) International Banking
13 8 (0.61%) Retail Banking
14 7 (0.54%) Billing
15 5 (0.38%) Automotive
15 5 (0.38%) General Ledger
15 5 (0.38%) Pharmaceutical
Job Titles
1 383 (29.33%) Architect
2 351 (26.88%) Analyst
3 342 (26.19%) Developer
4 242 (18.53%) Data Architect
5 164 (12.56%) Business Analyst
6 155 (11.87%) Data Analyst
7 59 (4.52%) Consultant
7 59 (4.52%) Data Modeller
8 53 (4.06%) SQL Analyst
9 48 (3.68%) Solutions Architect
9 48 (3.68%) SQL Developer
10 40 (3.06%) Senior Developer
11 39 (2.99%) Java Developer
11 39 (2.99%) SQL Data Analyst
12 38 (2.91%) Data Business Analyst
13 35 (2.68%) Business Intelligence Developer
14 34 (2.60%) Business Intelligence Analyst
15 32 (2.45%) Lead Architect
16 30 (2.30%) Senior Analyst
17 28 (2.14%) Oracle Developer
Libraries, Frameworks & Software Standards
1 115 (8.81%) XML
2 107 (8.19%) .NET
3 89 (6.81%) Web Services
4 83 (6.36%) HTML
5 72 (5.51%) REST
6 58 (4.44%) J2EE
7 56 (4.29%) CSS
8 55 (4.21%) Spring
9 53 (4.06%) AngularJS
10 46 (3.52%) RESTful
11 44 (3.37%) JSON
12 41 (3.14%) SOAP
13 37 (2.83%) ASP.NET
14 34 (2.60%) Kafka
15 30 (2.30%) Node.js
16 28 (2.14%) jQuery
17 27 (2.07%) HTML5
17 27 (2.07%) MDX
18 26 (1.99%) Hibernate
19 20 (1.53%) XSLT
Miscellaneous
1 170 (13.02%) Analytical Skills
2 72 (5.51%) Management Information System
3 67 (5.13%) Computer Science
4 65 (4.98%) Data Structures
5 59 (4.52%) Reference Data
6 28 (2.14%) Credit Risk
7 26 (1.99%) Foreign Exchange (FX)
8 22 (1.68%) User Experience
9 18 (1.38%) Market Risk
9 18 (1.38%) NHS
10 17 (1.30%) Algorithms
10 17 (1.30%) Derivative
10 17 (1.30%) Replication
11 16 (1.23%) Fixed Income
12 15 (1.15%) Equities
13 11 (0.84%) Virtual Team
14 9 (0.69%) Fintech
14 9 (0.69%) Mobile App
15 8 (0.61%) Social Media
15 8 (0.61%) Taxonomies
Operating Systems
1 77 (5.90%) Unix
2 66 (5.05%) Linux
3 62 (4.75%) Windows
4 6 (0.46%) Mac OS
4 6 (0.46%) Windows Server
5 3 (0.23%) CentOS
6 2 (0.15%) Android
6 2 (0.15%) Apple iOS
7 1 (0.077%) Solaris
7 1 (0.077%) Ubuntu
7 1 (0.077%) Windows Server 2012
7 1 (0.077%) zOS
Processes & Methodologies
1 352 (26.95%) Agile Software Development
2 330 (25.27%) ETL
3 304 (23.28%) Business Intelligence
4 200 (15.31%) Data Management
5 177 (13.55%) Data Architecture
6 171 (13.09%) Analytics
7 158 (12.10%) Data Analysis
8 147 (11.26%) Logical Data Model
9 134 (10.26%) Business Analysis
10 117 (8.96%) Migration
10 117 (8.96%) Stakeholder Management
11 110 (8.42%) Scrum
12 106 (8.12%) Project Management
13 98 (7.50%) Physical Data Model
14 97 (7.43%) Data Integration
15 91 (6.97%) Data Migration
16 87 (6.66%) Data Governance
17 86 (6.58%) SOA
18 84 (6.43%) OO
18 84 (6.43%) Performance Tuning
Programming Languages
1 528 (40.43%) SQL
2 201 (15.39%) Java
3 132 (10.11%) Python
4 116 (8.88%) JavaScript
5 96 (7.35%) C#
6 78 (5.97%) T-SQL
7 64 (4.90%) PL/SQL
8 57 (4.36%) R
9 51 (3.91%) Scala
10 36 (2.76%) Perl
11 31 (2.37%) Shell Script
12 29 (2.22%) C++
13 21 (1.61%) VBA
14 12 (0.92%) Ruby
15 10 (0.77%) Bash Shell
15 10 (0.77%) Data Analysis Expressions (DAX)
16 9 (0.69%) Apex Code
17 8 (0.61%) ActionScript
17 8 (0.61%) VB
18 7 (0.54%) ABAP
Qualifications
1 133 (10.18%) Degree
2 54 (4.13%) Security Cleared
3 36 (2.76%) SC Cleared
4 21 (1.61%) ISEB
5 13 (1.00%) ISTQB
6 12 (0.92%) DV Cleared
6 12 (0.92%) PMP
7 9 (0.69%) PhD
8 7 (0.54%) CTC Cleared
9 6 (0.46%) CCA
10 5 (0.38%) APMP
10 5 (0.38%) OCPJP
10 5 (0.38%) PMI Certification
11 4 (0.31%) IIBA
11 4 (0.31%) Six Sigma Green Belt
11 4 (0.31%) Sun Certification
12 3 (0.23%) ACCA
12 3 (0.23%) CBAP
12 3 (0.23%) CISSP
12 3 (0.23%) ITIL Certification
Quality Assurance & Compliance
1 184 (14.09%) Data Quality
2 39 (2.99%) QA
3 29 (2.22%) MiFID
4 18 (1.38%) ISO20022
5 16 (1.23%) FATCA
6 14 (1.07%) Solvency II
7 12 (0.92%) IFRS
8 11 (0.84%) IFRS 9
9 7 (0.54%) Dodd-Frank
10 5 (0.38%) Basel III
10 5 (0.38%) EMIR
10 5 (0.38%) PCI DSS
11 4 (0.31%) COBIT
12 3 (0.23%) ISO/IEC 27001
12 3 (0.23%) P3O
12 3 (0.23%) Sarbanes-Oxley
13 2 (0.15%) Basel II
13 2 (0.15%) Disclosure Scotland
13 2 (0.15%) Dublin Core
13 2 (0.15%) GxP
System Software
1 23 (1.76%) Apache Flume
2 13 (1.00%) Docker
3 11 (0.84%) HDFS
4 6 (0.46%) Active Directory
4 6 (0.46%) Oracle RAC
5 4 (0.31%) vCloud
5 4 (0.31%) VMware Infrastructure
6 2 (0.15%) Btrfs
7 1 (0.077%) Virtual Desktop
7 1 (0.077%) VMware ESX
Systems Management
1 9 (0.69%) Rsyslog
2 8 (0.61%) Kubernetes
3 6 (0.46%) Opscode Chef
3 6 (0.46%) Puppet
4 5 (0.38%) Ansible
4 5 (0.38%) Control-M
4 5 (0.38%) Hadoop YARN
4 5 (0.38%) Oozie
5 4 (0.31%) Data Guard
5 4 (0.31%) Forefront Identity Manager
5 4 (0.31%) Nagios
5 4 (0.31%) Oracle Enterprise Manager
5 4 (0.31%) Tivoli
6 3 (0.23%) HP Quality Center
6 3 (0.23%) Kibana
6 3 (0.23%) SCCM
6 3 (0.23%) SCOM
7 2 (0.15%) CFEngine
7 2 (0.15%) HP SiteScope
7 2 (0.15%) logstash
Vendors
1 259 (19.83%) Oracle
2 141 (10.80%) Microsoft
3 79 (6.05%) SAP
4 63 (4.82%) Sybase
5 60 (4.59%) Teradata
6 56 (4.29%) Informatica
7 54 (4.13%) Tableau
8 47 (3.60%) Netezza
9 46 (3.52%) Cognos
9 46 (3.52%) IBM
10 36 (2.76%) Talend
11 31 (2.37%) Atlassian
11 31 (2.37%) Salesforce.com
12 27 (2.07%) Splunk
13 18 (1.38%) Cloudera
14 15 (1.15%) hybris
15 14 (1.07%) MicroStrategy
15 14 (1.07%) ServiceNow
16 12 (0.92%) Ab Initio
16 12 (0.92%) Sitecore
London
Contingency Team
Rate: Negotiable
Posted: 7 hours ago
London
Canary Wharf and City
Rate: Up to £550 per day
Posted: 9 hours ago
City, London
Hydrogen Group
Rate: £300.00 - £400.00 per annum
Posted: 5 hours ago
City, London
Mane Contract Services Limited
Rate: £350 - £430 per day
Posted: 15 hours ago
London
TEKsystems
Rate: £550 - £600 per day
Posted: 7 hours ago
London
TEKsystems
Rate: £500 - £550 per day
Posted: Yesterday
City, London
Comtecs
Rate: £400 - £425 Per Annum
Posted: Yesterday
London
Cititec
Rate: £550 - £600 per day
Posted: 11 hours ago
London
Caspian One Ltd
Rate: From £450 to £650 per day
Posted: 3 days ago
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 2 days ago
East London
Eaglecliff
Rate: From £550 to £680 per day
Posted: 3 days ago
City of London
Pearson Frank
Rate: £550 - £600 per day
Posted: 2 days ago
City, London
Harvey Nash plc
Rate: £550 - £650 per day
Posted: 2 days ago
City of London
Pearson Frank
Rate: £400 per day
Posted: 2 days ago
North London
People Source Consulting
Rate: £400 - £500 per day
Posted: 10 days ago
East London
Spencer Rose
Rate: From £600 to £700 per day
Posted: 6 days ago