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 29 June 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
29 Jun 2016
Same period 2015 Same period 2014
Data Analysis
Rank 111 103 95
Rank change year-on-year
-8 -8
Contract jobs citing Data Analysis 467 504 512
As % of all contract IT jobs located in London 2.16% 2.16% 2.23%
As % of the Processes & Methodologies category 2.56% 2.66% 2.75%
Number of daily rates quoted 339 363 370
Median daily rate £450 £438 £450
Median daily rate % change year-on-year
+2.85% -2.77%
90% offered a daily rate of more than £275 £270 £275
10% offered a daily rate of more than £600 £588 £575
UK excluding London median daily rate £380 £375 £350
% change year-on-year
+1.33% +7.14%
Number of hourly rates quoted 3 10 4
Median hourly rate £17.50 £23.12 £16.50
Median hourly rate % change year-on-year
-24.29% +40.09%
90% offered a hourly rate of more than £16.42 £20.80 £15.10
10% offered a hourly rate of more than £31.50 £80.00 £92.45
UK excluding London median hourly rate £14.15 £22.50 £28.50
% change year-on-year
-37.11% -21.05%
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
18252 18961 18637
As % of all contract IT jobs located in London 84.46% 81.15% 81.35%
Number of daily rates quoted 13341 13468 13184
Median daily rate £475 £450 £438
Median daily rate % change year-on-year
+5.55% +2.85%
90% offered a daily rate of more than £325 £310 £300
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 147 244 230
Median hourly rate £21.64 £22.18 £20.16
Median hourly rate % change year-on-year
-2.43% +10.01%
90% offered a hourly rate of more than £12.50 £11.00 £13.00
10% offered a hourly rate of more than £46.00 £55.50 £53.50
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 29 June 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 29 June 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 29 June 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 -1 69 £425 -2.85% 21
Canary Wharf +16 6 £369 +163.39%
Croydon -14 4 £450 +12.50%
Bromley - 2 £413 -
Kingston Upon Thames - 2 £413 - 1
Ealing - 2 £375 -
Uxbridge +1 1 £450 +22.44%
Feltham -3 1 £215 -41.49% 1
Hayes - 1 £275 -
Docklands, London - 1 £500 -
Greenwich - 1 £142 -
Barnet - 1 - -
Data Analysis
England

Data Analysis
Top 30 Related IT Skills in London

For the 6 months to 29 June 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.

1 363 (40.60%) SQL
2 358 (40.04%) Finance
3 191 (21.36%) Banking
4 190 (21.25%) Data Modelling
5 186 (20.81%) Agile Software Development
6 175 (19.57%) Analytical Skills
7 152 (17.00%) Analytics
8 148 (16.55%) Business Intelligence
9 119 (13.31%) Data Quality
10 111 (12.42%) Business Analysis
11 107 (11.97%) Microsoft
11 107 (11.97%) MS Excel
11 107 (11.97%) Data Warehouse
11 107 (11.97%) Project Management
12 106 (11.86%) Stakeholder Management
13 101 (11.30%) Oracle
14 100 (11.19%) SQL Server
15 91 (10.18%) Migration
16 87 (9.73%) ETL
17 83 (9.28%) Java
18 81 (9.06%) Degree
19 80 (8.95%) Data Management
20 78 (8.72%) Scrum
21 74 (8.28%) Visualisation
22 71 (7.94%) Investment Banking
23 64 (7.16%) Big Data
24 60 (6.71%) SQL Server Integration Services
25 59 (6.60%) Retail
25 59 (6.60%) Data Migration
26 57 (6.38%) SAS

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 57 (6.38%) SAS
2 29 (3.24%) SharePoint
3 18 (2.01%) Apache Pig
3 18 (2.01%) Confluence
4 15 (1.68%) Elasticsearch
5 12 (1.34%) Apache Spark
6 6 (0.67%) ArcGIS
7 4 (0.45%) OpenStack
8 3 (0.34%) BizTalk Server
8 3 (0.34%) FileNet
8 3 (0.34%) WebSphere
9 2 (0.22%) WordPress
10 1 (0.11%) Apache
10 1 (0.11%) CMS
10 1 (0.11%) IPython
10 1 (0.11%) Oracle Workflow
10 1 (0.11%) SharePoint 2010
10 1 (0.11%) SharePoint Server
10 1 (0.11%) Sonic ESB
10 1 (0.11%) Tomcat
Applications
1 107 (11.97%) MS Excel
2 46 (5.15%) MS PowerPoint
3 41 (4.59%) MS Office
4 23 (2.57%) SPSS
5 18 (2.01%) MS Visio
6 14 (1.57%) Spreadsheet
7 12 (1.34%) Stata
8 9 (1.01%) MS Project
9 1 (0.11%) Open Workbench
9 1 (0.11%) Photoshop
Business Applications
1 20 (2.24%) Dynamics CRM
2 9 (1.01%) Markit EDM
3 7 (0.78%) WebTrends
4 6 (0.67%) Oracle Payables
5 5 (0.56%) SAP Oil and Gas
6 4 (0.45%) Front Arena
6 4 (0.45%) Oracle Cash Management
6 4 (0.45%) Oracle EBS
6 4 (0.45%) Oracle EBS R12
6 4 (0.45%) Oracle E-Business Tax
6 4 (0.45%) Oracle iProcurement
6 4 (0.45%) Oracle Procure-to-Pay
6 4 (0.45%) SAP HR
7 3 (0.34%) HFM
7 3 (0.34%) Hyperion Planning
7 3 (0.34%) Maximo
7 3 (0.34%) Relativity
7 3 (0.34%) SAP Payroll
8 2 (0.22%) Dynamics NAV
8 2 (0.22%) Oracle Applications
Cloud Services
1 16 (1.79%) Google Analytics
2 12 (1.34%) Amazon AWS
3 7 (0.78%) SaaS
4 4 (0.45%) Adobe Analytics
4 4 (0.45%) Amazon EMR
4 4 (0.45%) Cloud Computing
4 4 (0.45%) Microsoft Azure
4 4 (0.45%) PaaS
5 3 (0.34%) AdWords
6 2 (0.22%) Force.com
6 2 (0.22%) Silverpop
6 2 (0.22%) SmartFocus
7 1 (0.11%) Amazon S3
7 1 (0.11%) AWS CloudFormation
7 1 (0.11%) GitHub
7 1 (0.11%) Google Apps
7 1 (0.11%) IaaS
Communications & Networking
1 7 (0.78%) Remote Desktop
2 6 (0.67%) DNS
3 5 (0.56%) HTTP
3 5 (0.56%) Internet
3 5 (0.56%) Network Security
3 5 (0.56%) TCP/IP
4 4 (0.45%) Intranet
5 3 (0.34%) Firewall
5 3 (0.34%) VPN
6 2 (0.22%) SSL
7 1 (0.11%) DSL
7 1 (0.11%) IMAP
7 1 (0.11%) Kerberos
7 1 (0.11%) Unified Communications
7 1 (0.11%) WebEx
Database & Business Intelligence
1 107 (11.97%) Data Warehouse
2 100 (11.19%) SQL Server
3 64 (7.16%) Big Data
4 60 (6.71%) SQL Server Integration Services
5 56 (6.26%) SQL Server Reporting Services
6 48 (5.37%) Data Mining
7 42 (4.70%) QlikView
8 36 (4.03%) Hadoop
9 31 (3.47%) SQL Server Analysis Services
10 30 (3.36%) MySQL
11 29 (3.24%) BusinessObjects
12 23 (2.57%) Relational Database
13 22 (2.46%) Oracle Database
14 21 (2.35%) Apache Hive
15 19 (2.13%) MS Access
16 15 (1.68%) SAS Enterprise Guide
17 13 (1.45%) GIS
18 12 (1.34%) CouchDB
18 12 (1.34%) HBase
19 11 (1.23%) DataStage
Development Applications
1 35 (3.91%) JIRA
2 12 (1.34%) ERwin
2 12 (1.34%) Visual Studio
3 8 (0.89%) Cucumber
4 7 (0.78%) Team Foundation Server
5 6 (0.67%) Toad
6 5 (0.56%) SpecFlow
7 4 (0.45%) Eclipse
7 4 (0.45%) Selenium
7 4 (0.45%) Talend Open Studio
8 3 (0.34%) Jenkins
8 3 (0.34%) JMeter
8 3 (0.34%) LoadRunner
8 3 (0.34%) SQL Server Management Studio (SSMS)
9 2 (0.22%) Git (software)
9 2 (0.22%) HP UFT
9 2 (0.22%) Oracle APEX
9 2 (0.22%) SoapUI
9 2 (0.22%) TestDirector
10 1 (0.11%) WATIR
General
1 358 (40.04%) Finance
2 191 (21.36%) Banking
3 71 (7.94%) Investment Banking
4 59 (6.60%) Retail
5 52 (5.82%) Marketing
6 30 (3.36%) Front Office
7 25 (2.80%) Financial Institution
8 24 (2.68%) Legal
9 18 (2.01%) Advertising
10 17 (1.90%) Publishing
11 15 (1.68%) Law
11 15 (1.68%) Telecoms
12 14 (1.57%) Back Office
13 11 (1.23%) Manufacturing
14 8 (0.89%) Retail Banking
15 6 (0.67%) Electronics
16 4 (0.45%) Billing
16 4 (0.45%) International Banking
16 4 (0.45%) Local Government
17 3 (0.34%) General Ledger
Job Titles
1 528 (59.06%) Analyst
2 234 (26.17%) Business Analyst
3 187 (20.92%) Data Analyst
4 107 (11.97%) Developer
5 50 (5.59%) SQL Analyst
6 47 (5.26%) Data Business Analyst
6 47 (5.26%) IT Analyst
7 46 (5.15%) Architect
8 45 (5.03%) Risk Analyst
9 39 (4.36%) Business IT Analyst
10 38 (4.25%) Banking Analyst
10 38 (4.25%) IT Business Analyst
11 36 (4.03%) Project Manager
12 34 (3.80%) Risk Business Analyst
12 34 (3.80%) Senior Analyst
13 32 (3.58%) Credit Analyst
13 32 (3.58%) SQL Data Analyst
13 32 (3.58%) SQL Developer
14 30 (3.36%) Credit Risk Analyst
14 30 (3.36%) Financial Analyst
Libraries, Frameworks & Software Standards
1 45 (5.03%) XML
2 38 (4.25%) .NET
3 32 (3.58%) HTML
4 21 (2.35%) CSS
4 21 (2.35%) FpML
5 14 (1.57%) ELK Stack
6 13 (1.45%) Web Services
7 12 (1.34%) FIX Protocol
7 12 (1.34%) Ruby on Rails
8 11 (1.23%) WinForms
9 9 (1.01%) HTML5
10 7 (0.78%) jQuery
10 7 (0.78%) Middleware
11 6 (0.67%) ASP.NET
11 6 (0.67%) Gherkin
11 6 (0.67%) J2EE
11 6 (0.67%) XML Schema
12 5 (0.56%) JSP
13 4 (0.45%) REST
13 4 (0.45%) SOAP
Miscellaneous
1 175 (19.57%) Analytical Skills
2 74 (8.28%) Visualisation
3 53 (5.93%) Management Information System
4 52 (5.82%) Credit Risk
5 44 (4.92%) Equities
6 38 (4.25%) Derivative
7 35 (3.91%) Reference Data
8 28 (3.13%) Fixed Income
9 24 (2.68%) Data Extraction
9 24 (2.68%) Data Integration
10 23 (2.57%) Computer Science
11 22 (2.46%) Market Risk
12 21 (2.35%) Statistics
13 20 (2.24%) Foreign Exchange (FX)
13 20 (2.24%) Mathematics
14 15 (1.68%) NHS
14 15 (1.68%) User Experience
15 14 (1.57%) Algorithms
15 14 (1.57%) Credit Derivative
16 13 (1.45%) Performance Metrics
Operating Systems
1 48 (5.37%) Unix
2 37 (4.14%) Windows
3 31 (3.47%) Linux
4 11 (1.23%) Windows Server
5 9 (1.01%) Red Hat Enterprise Linux
6 8 (0.89%) Windows Server 2012
7 2 (0.22%) Apple iOS
7 2 (0.22%) CentOS
8 1 (0.11%) Android
8 1 (0.11%) VMS
Processes & Methodologies
1 190 (21.25%) Data Modelling
2 186 (20.81%) Agile Software Development
3 152 (17.00%) Analytics
4 148 (16.55%) Business Intelligence
5 111 (12.42%) Business Analysis
6 107 (11.97%) Project Management
7 106 (11.86%) Stakeholder Management
8 91 (10.18%) Migration
9 87 (9.73%) ETL
10 80 (8.95%) Data Management
11 78 (8.72%) Scrum
12 59 (6.60%) Data Migration
13 55 (6.15%) Risk Management
14 54 (6.04%) Asset Management
14 54 (6.04%) SDLC
15 50 (5.59%) CRM
16 45 (5.03%) Validation
17 44 (4.92%) UML
18 42 (4.70%) Data Architecture
19 40 (4.47%) User Acceptance Testing
Programming Languages
1 363 (40.60%) SQL
2 83 (9.28%) Java
3 53 (5.93%) T-SQL
4 47 (5.26%) Python
5 43 (4.81%) C#
5 43 (4.81%) VBA
6 37 (4.14%) JavaScript
7 26 (2.91%) PL/SQL
8 25 (2.80%) R
9 24 (2.68%) Perl
10 21 (2.35%) C++
11 19 (2.13%) Shell Script
12 17 (1.90%) C
12 17 (1.90%) PHP
12 17 (1.90%) Ruby
13 13 (1.45%) MATLAB
14 12 (1.34%) VB
15 11 (1.23%) VB.NET
16 10 (1.12%) PowerShell
17 7 (0.78%) Bash Shell
Qualifications
1 81 (9.06%) Degree
2 29 (3.24%) Security Cleared
3 24 (2.68%) SC Cleared
4 17 (1.90%) ISEB
5 7 (0.78%) PhD
6 6 (0.67%) SAS Certification
7 5 (0.56%) DV Cleared
7 5 (0.56%) ISTQB Foundation Certification
7 5 (0.56%) PMI Certification
8 4 (0.45%) BPSS Clearance
8 4 (0.45%) CIMA
9 3 (0.34%) ACCA
9 3 (0.34%) PMP
10 2 (0.22%) BC Cleared
10 2 (0.22%) CAPM
10 2 (0.22%) CBAP
11 1 (0.11%) AAT
11 1 (0.11%) CFA
11 1 (0.11%) MBA
11 1 (0.11%) MCTS
Quality Assurance & Compliance
1 119 (13.31%) Data Quality
2 49 (5.48%) QA
3 23 (2.57%) Solvency II
4 11 (1.23%) ISO20022
5 9 (1.01%) MiFID
6 6 (0.67%) SLA
7 4 (0.45%) Basel II
7 4 (0.45%) Basel III
8 3 (0.34%) Disclosure Scotland
8 3 (0.34%) FATCA
8 3 (0.34%) Sarbanes-Oxley
8 3 (0.34%) SAS 70
9 2 (0.22%) COREP
9 2 (0.22%) CRD IV
9 2 (0.22%) GxP
10 1 (0.11%) BS7666
10 1 (0.11%) Dodd-Frank
10 1 (0.11%) EMIR
10 1 (0.11%) PCI DSS
System Software
1 6 (0.67%) Docker
2 2 (0.22%) Active Directory
2 2 (0.22%) Apache Flume
2 2 (0.22%) NFS
2 2 (0.22%) VMware ESX
3 1 (0.11%) HDFS
3 1 (0.11%) Oracle RAC
3 1 (0.11%) VMware Infrastructure
Systems Management
1 14 (1.57%) Kibana
1 14 (1.57%) logstash
2 9 (1.01%) Graphite
2 9 (1.01%) Puppet
2 9 (1.01%) StatsD
3 5 (0.56%) HP Quality Center
4 4 (0.45%) Control-M
4 4 (0.45%) Ganglia
4 4 (0.45%) ITRS Geneos
4 4 (0.45%) Opscode Chef
4 4 (0.45%) Oracle Enterprise Manager
4 4 (0.45%) Oracle RMAN
5 3 (0.34%) Nagios
6 2 (0.22%) CFEngine
6 2 (0.22%) Tivoli Storage Manager
7 1 (0.11%) Ambari
7 1 (0.11%) HP SiteScope
7 1 (0.11%) Oozie
7 1 (0.11%) SCCM
7 1 (0.11%) WSUS
Vendors
1 107 (11.97%) Microsoft
2 101 (11.30%) Oracle
3 53 (5.93%) Tableau
4 38 (4.25%) SAP
5 27 (3.02%) Teradata
6 24 (2.68%) IBM
7 21 (2.35%) Google
8 20 (2.24%) Informatica
9 17 (1.90%) Salesforce.com
10 14 (1.57%) Cognos
11 10 (1.12%) Adobe
11 10 (1.12%) GoldenSource
12 9 (1.01%) Splunk
13 8 (0.89%) Bloomberg
13 8 (0.89%) Murex
13 8 (0.89%) Red Hat
13 8 (0.89%) TIBCO
14 7 (0.78%) Alteryx
14 7 (0.78%) DataSynapse
14 7 (0.78%) ServiceNow
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