The table below looks at the statistics for Data Analysis 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 Analysis over the 3 months to 30 August 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
30 Aug 2016
Same period 2015 Same period 2014
Data Analysis
Rank 105 101 101
Rank change year-on-year
-4 0
Contract jobs citing Data Analysis 570 507 499
As % of all contract IT jobs located in London 2.47% 2.18% 2.08%
As % of the Processes & Methodologies category 2.88% 2.64% 2.55%
Number of daily rates quoted 412 365 351
Median daily rate £445 £425 £450
Median daily rate % change year-on-year
+4.70% -5.55%
90% offered a daily rate of more than £280 £275 £275
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £375 £375 £375
Number of hourly rates quoted 7 9 11
Median hourly rate £21.69 £22.00 £21.62
Median hourly rate % change year-on-year
-1.40% +1.75%
90% offered a hourly rate of more than £16.56 £19.40 £15.72
10% offered a hourly rate of more than £31.05 £40.50 £30.00
UK excluding London median hourly rate £20.00 £22.50 £26.00
% change year-on-year
-11.11% -13.46%
Data Analysis
England

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
19812 19174 19551
As % of all contract IT jobs located in London 85.83% 82.41% 81.63%
Number of daily rates quoted 14189 13664 13584
Median daily rate £475 £450 £450
Median daily rate % change year-on-year
+5.55% -
90% offered a daily rate of more than £325 £313 £300
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 185 216 229
Median hourly rate £23.00 £22.00 £21.50
Median hourly rate % change year-on-year
+4.54% +2.32%
90% offered a hourly rate of more than £12.50 £13.19 £13.50
10% offered a hourly rate of more than £55.00 £52.50 £45.00
UK excluding London median hourly rate £30.00 £32.54 £25.75
% change year-on-year
-7.80% +26.36%

Data Analysis
Jobs Demand Trend in London

The demand trend of contract jobs across the London region citing Data Analysis as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend in London

Data Analysis
Daily Rate Trend in London

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

Data Analysis Daily Rate Trend in London

Data Analysis
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Analysis across the London region over the 3 months to 30 August 2016.

Data Analysis Daily Rate Histogram in London

Data Analysis
Hourly Rate Trend in London

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

Data Analysis Hourly Rate Trend in London

Data Analysis
Hourly Rate Histogram in London

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Analysis across the London region over the 3 months to 30 August 2016.

Data Analysis Hourly Rate Histogram in London

Data Analysis
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 Analysis within the London region over the 3 months to 30 August 2016. 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
(Click see detailed
statistics and trends)
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 -2 89 £450 +2.85% 22
Feltham 0 10 £435 +12.98%
Canary Wharf +3 9 £338 -20.58%
Hammersmith - 3 £375 -
Bromley - 2 £575 -
Ealing - 2 £325 -
Paddington - 2 £418 -
Docklands, London +13 1 - -
Brentford 0 1 - -
Uxbridge -3 1 - - 1
Croydon -8 1 £475 +46.15%
Kingston Upon Thames - 1 £525 -
Morden - 1 £170 -
Barking - 1 - -
Greenwich - 1 £142 -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in London

For the 6 months to 30 August 2016, IT contractor jobs citing Data Analysis 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 Analysis.

1 407 (40.82%) SQL
2 395 (39.62%) Finance
3 239 (23.97%) Analytical Skills
4 229 (22.97%) Banking
5 204 (20.46%) Agile Software Development
6 183 (18.36%) Data Modelling
7 163 (16.35%) Business Intelligence
8 157 (15.75%) Analytics
9 155 (15.55%) MS Excel
10 142 (14.24%) Stakeholder Management
11 135 (13.54%) Microsoft
12 128 (12.84%) Business Analysis
13 124 (12.44%) Project Management
14 122 (12.24%) Migration
15 111 (11.13%) Data Quality
16 109 (10.93%) Degree
17 106 (10.63%) Data Warehouse
18 99 (9.93%) Oracle
19 96 (9.63%) SQL Server
20 87 (8.73%) Data Management
21 86 (8.63%) Investment Banking
22 83 (8.32%) ETL
23 79 (7.92%) Data Migration
24 75 (7.52%) Java
25 74 (7.42%) Management Information System
26 72 (7.22%) Visualisation
27 69 (6.92%) Retail
28 67 (6.72%) Tableau
29 66 (6.62%) Change Management
30 64 (6.42%) Scrum

Data Analysis
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 48 (4.81%) SAS
2 24 (2.41%) SharePoint
3 19 (1.91%) Confluence
4 18 (1.81%) Apache Spark
5 17 (1.71%) Apache Pig
6 6 (0.60%) OpenStack
7 5 (0.50%) Mule
7 5 (0.50%) Mule ESB
8 3 (0.30%) Elasticsearch
8 3 (0.30%) WebSphere
9 2 (0.20%) BizTalk Server
9 2 (0.20%) FileNet
9 2 (0.20%) WordPress
10 1 (0.10%) Apache
10 1 (0.10%) ArcGIS
10 1 (0.10%) CMS
10 1 (0.10%) IPython
10 1 (0.10%) SharePoint Server
Applications
1 155 (15.55%) MS Excel
2 64 (6.42%) MS PowerPoint
3 63 (6.32%) MS Office
4 30 (3.01%) MS Visio
5 26 (2.61%) Spreadsheet
6 17 (1.71%) SPSS
7 14 (1.40%) MS Project
8 11 (1.10%) Stata
9 1 (0.10%) LaTeX
9 1 (0.10%) Open Workbench
Business Applications
1 13 (1.30%) Oracle EBS R12
1 13 (1.30%) Oracle Payables
2 11 (1.10%) Oracle EBS
3 8 (0.80%) Dynamics CRM
3 8 (0.80%) Oracle Cash Management
3 8 (0.80%) Oracle E-Business Tax
3 8 (0.80%) Oracle iProcurement
3 8 (0.80%) Oracle Procure-to-Pay
4 6 (0.60%) Markit EDM
5 5 (0.50%) Oracle BPM
5 5 (0.50%) WebTrends
6 4 (0.40%) Front Arena
6 4 (0.40%) SAP Oil and Gas
6 4 (0.40%) Summit
7 3 (0.30%) Maximo
7 3 (0.30%) Oracle Financials
7 3 (0.30%) Relativity
8 2 (0.20%) SAP CO
8 2 (0.20%) SAP HR
8 2 (0.20%) Unit4 Business World
Cloud Services
1 18 (1.81%) Amazon AWS
2 17 (1.71%) Google Analytics
3 9 (0.90%) SaaS
4 8 (0.80%) Microsoft Azure
5 6 (0.60%) PaaS
6 4 (0.40%) Amazon EMR
6 4 (0.40%) BlueKai
7 3 (0.30%) IaaS
8 2 (0.20%) AdWords
8 2 (0.20%) Amazon S3
8 2 (0.20%) Cloud Computing
8 2 (0.20%) Google Apps
8 2 (0.20%) SmartFocus
9 1 (0.10%) Adobe Analytics
9 1 (0.10%) AWS CloudFormation
9 1 (0.10%) Force.com
9 1 (0.10%) SuccessFactors
Communications & Networking
1 13 (1.30%) HTTP
2 11 (1.10%) TCP/IP
3 9 (0.90%) Firewall
4 6 (0.60%) Internet
5 5 (0.50%) AMQP
6 4 (0.40%) Network Security
7 2 (0.20%) Intranet
7 2 (0.20%) Wireless
8 1 (0.10%) DNS
8 1 (0.10%) DSL
8 1 (0.10%) Kerberos
8 1 (0.10%) Remote Desktop
8 1 (0.10%) WebEx
Database & Business Intelligence
1 106 (10.63%) Data Warehouse
2 96 (9.63%) SQL Server
3 64 (6.42%) Big Data
4 57 (5.72%) SQL Server Reporting Services
5 50 (5.02%) SQL Server Integration Services
6 48 (4.81%) Data Mining
7 44 (4.41%) Hadoop
8 40 (4.01%) QlikView
9 33 (3.31%) BusinessObjects
10 30 (3.01%) SQL Server Analysis Services
11 25 (2.51%) MySQL
12 20 (2.01%) Apache Hive
12 20 (2.01%) Relational Database
13 16 (1.60%) MS Access
14 13 (1.30%) PostgreSQL
15 12 (1.20%) Oracle Database
16 10 (1.00%) IBM InfoSphere
17 9 (0.90%) HBase
17 9 (0.90%) Oracle Reports
17 9 (0.90%) PowerPivot
Development Applications
1 34 (3.41%) JIRA
2 12 (1.20%) Visual Studio
3 10 (1.00%) ERwin
3 10 (1.00%) Team Foundation Server
4 6 (0.60%) Cucumber
4 6 (0.60%) Eclipse
4 6 (0.60%) SoapUI
5 5 (0.50%) IntelliJ
5 5 (0.50%) NetBeans
5 5 (0.50%) Selenium
6 4 (0.40%) Fiddler
6 4 (0.40%) LoadRunner
6 4 (0.40%) SpecFlow
7 3 (0.30%) Jasmine
7 3 (0.30%) SQL Server Management Studio (SSMS)
7 3 (0.30%) Talend Open Studio
7 3 (0.30%) Toad
8 2 (0.20%) Git (software)
8 2 (0.20%) Grunt
8 2 (0.20%) TeamCity
General
1 395 (39.62%) Finance
2 229 (22.97%) Banking
3 86 (8.63%) Investment Banking
4 69 (6.92%) Retail
5 58 (5.82%) Marketing
6 37 (3.71%) Front Office
7 35 (3.51%) Financial Institution
8 30 (3.01%) Legal
9 23 (2.31%) Law
9 23 (2.31%) Telecoms
10 14 (1.40%) Publishing
10 14 (1.40%) Retail Banking
11 12 (1.20%) Back Office
12 8 (0.80%) Advertising
12 8 (0.80%) Manufacturing
13 5 (0.50%) Local Government
13 5 (0.50%) Pharmaceutical
14 4 (0.40%) Electronics
14 4 (0.40%) General Ledger
15 3 (0.30%) Billing
Job Titles
1 617 (61.89%) Analyst
2 263 (26.38%) Business Analyst
3 221 (22.17%) Data Analyst
4 92 (9.23%) Developer
5 57 (5.72%) Architect
6 56 (5.62%) Project Manager
7 55 (5.52%) IT Analyst
7 55 (5.52%) Senior Analyst
8 47 (4.71%) Business IT Analyst
9 46 (4.61%) IT Business Analyst
10 43 (4.31%) Banking Analyst
11 41 (4.11%) SQL Analyst
12 40 (4.01%) Risk Analyst
13 39 (3.91%) Data Business Analyst
14 37 (3.71%) Financial Analyst
15 36 (3.61%) Business Data Analyst
15 36 (3.61%) Technical Analyst
16 34 (3.41%) Data Architect
17 33 (3.31%) Risk Business Analyst
18 30 (3.01%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 44 (4.41%) XML
2 28 (2.81%) .NET
3 25 (2.51%) HTML
4 20 (2.01%) Web Services
5 14 (1.40%) FpML
6 12 (1.20%) CSS
7 10 (1.00%) JSON
8 9 (0.90%) REST
8 9 (0.90%) Ruby on Rails
9 8 (0.80%) D3.js
9 8 (0.80%) Pandas
9 8 (0.80%) scikit-learn
10 7 (0.70%) SOAP
11 6 (0.60%) ASP.NET
11 6 (0.60%) J2EE
11 6 (0.60%) Middleware
11 6 (0.60%) Oracle Fusion
11 6 (0.60%) XSLT
12 5 (0.50%) JDBC
12 5 (0.50%) JSP
Miscellaneous
1 239 (23.97%) Analytical Skills
2 74 (7.42%) Management Information System
3 72 (7.22%) Visualisation
4 45 (4.51%) Equities
5 37 (3.71%) Credit Risk
6 33 (3.31%) Computer Science
7 30 (3.01%) Derivative
7 30 (3.01%) Foreign Exchange (FX)
8 29 (2.91%) Statistics
9 27 (2.71%) Mathematics
10 26 (2.61%) Data Extraction
11 25 (2.51%) Fixed Income
11 25 (2.51%) Reference Data
12 23 (2.31%) Data Structures
13 22 (2.21%) Market Risk
14 20 (2.01%) User Experience
15 19 (1.91%) Data Integration
16 18 (1.81%) Data Centre
17 15 (1.50%) Algorithms
18 12 (1.20%) Performance Metrics
Operating Systems
1 62 (6.22%) Unix
2 28 (2.81%) Windows
3 24 (2.41%) Linux
4 2 (0.20%) Apple iOS
4 2 (0.20%) CentOS
4 2 (0.20%) Windows Server
5 1 (0.10%) Android
5 1 (0.10%) Red Hat Enterprise Linux
5 1 (0.10%) VMS
Processes & Methodologies
1 204 (20.46%) Agile Software Development
2 183 (18.36%) Data Modelling
3 163 (16.35%) Business Intelligence
4 157 (15.75%) Analytics
5 142 (14.24%) Stakeholder Management
6 128 (12.84%) Business Analysis
7 124 (12.44%) Project Management
8 122 (12.24%) Migration
9 87 (8.73%) Data Management
10 83 (8.32%) ETL
11 79 (7.92%) Data Migration
12 66 (6.62%) Change Management
13 64 (6.42%) Scrum
13 64 (6.42%) SDLC
14 61 (6.12%) Risk Management
15 54 (5.42%) Data Mapping
16 53 (5.32%) User Acceptance Testing
17 52 (5.22%) Data Architecture
18 50 (5.02%) Asset Management
19 45 (4.51%) Use Case
Programming Languages
1 407 (40.82%) SQL
2 75 (7.52%) Java
3 54 (5.42%) Python
4 47 (4.71%) T-SQL
5 45 (4.51%) R
5 45 (4.51%) VBA
6 31 (3.11%) C#
7 26 (2.61%) C++
7 26 (2.61%) PL/SQL
8 25 (2.51%) Perl
9 22 (2.21%) JavaScript
10 18 (1.81%) MATLAB
11 16 (1.60%) VB
12 15 (1.50%) C
12 15 (1.50%) Ruby
12 15 (1.50%) Shell Script
13 14 (1.40%) PHP
14 9 (0.90%) Bash Shell
15 8 (0.80%) NATURAL
15 8 (0.80%) PowerShell
Qualifications
1 109 (10.93%) Degree
2 38 (3.81%) Security Cleared
3 28 (2.81%) SC Cleared
4 11 (1.10%) ISEB
5 10 (1.00%) PhD
6 8 (0.80%) Microsoft Certification
7 7 (0.70%) DV Cleared
7 7 (0.70%) MCSE
8 6 (0.60%) BPSS Clearance
8 6 (0.60%) PMP
9 5 (0.50%) PMI Certification
10 4 (0.40%) CCA
10 4 (0.40%) CCNA
10 4 (0.40%) CIMA
10 4 (0.40%) Cisco Certification
10 4 (0.40%) Citrix Certification
10 4 (0.40%) ISTQB Foundation Certification
10 4 (0.40%) MCP
11 3 (0.30%) CISSP
12 2 (0.20%) ACCA
Quality Assurance & Compliance
1 111 (11.13%) Data Quality
2 45 (4.51%) QA
3 24 (2.41%) Solvency II
4 13 (1.30%) ISO20022
5 9 (0.90%) MiFID
6 6 (0.60%) Basel III
6 6 (0.60%) Sarbanes-Oxley
6 6 (0.60%) SLA
7 5 (0.50%) GxP
7 5 (0.50%) SAS 70
8 4 (0.40%) Disclosure Scotland
8 4 (0.40%) EMIR
8 4 (0.40%) FATCA
9 2 (0.20%) Basel II
10 1 (0.10%) Actionable Recommendations
10 1 (0.10%) BS7666
10 1 (0.10%) COREP
10 1 (0.10%) CRD IV
System Software
1 7 (0.70%) Docker
2 5 (0.50%) Active Directory
3 3 (0.30%) VMware Infrastructure
4 2 (0.20%) Apache Flume
4 2 (0.20%) NFS
4 2 (0.20%) VMware ESX
5 1 (0.10%) KVM
5 1 (0.10%) Oracle RAC
Systems Management
1 5 (0.50%) Opscode Chef
2 4 (0.40%) Ambari
2 4 (0.40%) Ansible
2 4 (0.40%) Puppet
3 3 (0.30%) Control-M
3 3 (0.30%) HP Quality Center
3 3 (0.30%) ITRS Geneos
3 3 (0.30%) Nagios
4 2 (0.20%) CFEngine
4 2 (0.20%) CloudHub
4 2 (0.20%) Hadoop YARN
4 2 (0.20%) SCOM
4 2 (0.20%) Tivoli Storage Manager
4 2 (0.20%) WSUS
5 1 (0.10%) DBAmp
5 1 (0.10%) Ganglia
5 1 (0.10%) HP SiteScope
5 1 (0.10%) Kubernetes
5 1 (0.10%) logstash
5 1 (0.10%) Terraform
Vendors
1 135 (13.54%) Microsoft
2 99 (9.93%) Oracle
3 67 (6.72%) Tableau
4 40 (4.01%) SAP
5 39 (3.91%) Teradata
6 26 (2.61%) Google
7 17 (1.71%) Informatica
8 15 (1.50%) Salesforce.com
9 12 (1.20%) Cognos
9 12 (1.20%) IBM
10 10 (1.00%) Adobe
10 10 (1.00%) GoldenSource
10 10 (1.00%) ServiceNow
10 10 (1.00%) Splunk
10 10 (1.00%) VMware
11 9 (0.90%) Cisco
11 9 (0.90%) Software AG
12 8 (0.80%) Calypso
12 8 (0.80%) MuleSoft
13 7 (0.70%) Alteryx
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