The table below looks at the statistics for Data Analytics 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 Analytics 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 Analytics
Rank 275 300 327
Rank change year-on-year
+25 +27
Contract jobs citing Data Analytics 155 132 90
As % of all contract IT jobs located in London 0.72% 0.56% 0.39%
As % of the Processes & Methodologies category 0.85% 0.70% 0.48%
Number of daily rates quoted 114 76 61
Median daily rate £500 £525 £438
Median daily rate % change year-on-year
-4.76% +20.00%
90% offered a daily rate of more than £325 £350 £294
10% offered a daily rate of more than £768 £813 £600
UK excluding London median daily rate £425 £485 £380
% change year-on-year
-12.37% +27.63%
Number of hourly rates quoted 0 1 1
Median hourly rate - £24.23 £22.50
Median hourly rate % change year-on-year
- +7.68%
UK excluding London median hourly rate £33.75 - -
Data Analytics
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 Analytics
Jobs Demand Trend in London

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

Data Analytics Jobs Demand Trend in London

Data Analytics
Daily Rate Trend in London

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

Data Analytics Daily Rate Trend in London

Data Analytics
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Analytics across the London region over the 3 months to 29 June 2016.

Data Analytics Daily Rate Histogram in London

Data Analytics
Hourly Rate Trend in London

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

Data Analytics Hourly Rate Trend in London

Data Analytics
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 Analytics 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 +46 27 £465 -31.11% 15
Bromley - 1 £425 -
Feltham - 1 - -
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 29 June 2016, IT contractor jobs citing Data Analytics 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 Analytics.

1 280 (100.00%) Analytics
2 89 (31.79%) Finance
3 88 (31.43%) Big Data
4 87 (31.07%) SQL
5 80 (28.57%) Hadoop
6 73 (26.07%) Business Intelligence
7 60 (21.43%) Python
8 55 (19.64%) Analytical Skills
9 52 (18.57%) Apache Spark
10 49 (17.50%) Machine Learning
11 46 (16.43%) Agile Software Development
12 45 (16.07%) Data Warehouse
13 44 (15.71%) Apache Hive
14 40 (14.29%) Big Data Analytics
15 39 (13.93%) Banking
16 37 (13.21%) Data Modelling
16 37 (13.21%) R
17 35 (12.50%) Data Analysis
18 34 (12.14%) Visualisation
19 33 (11.79%) Scala
20 32 (11.43%) ETL
21 29 (10.36%) Java
22 28 (10.00%) Tableau
23 26 (9.29%) Marketing
23 26 (9.29%) Degree
23 26 (9.29%) SAS
24 24 (8.57%) NoSQL
25 23 (8.21%) CRM
26 22 (7.86%) SQL Server
26 22 (7.86%) Stakeholder Management

Data Analytics
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 52 (18.57%) Apache Spark
2 26 (9.29%) SAS
3 17 (6.07%) Apache Pig
4 4 (1.43%) SharePoint
5 3 (1.07%) Apache
5 3 (1.07%) CMS
5 3 (1.07%) Elasticsearch
5 3 (1.07%) EPiServer CMS
6 2 (0.71%) Confluence
7 1 (0.36%) FileNet
7 1 (0.36%) IBM Domino
7 1 (0.36%) IBM Notes
7 1 (0.36%) MS Exchange
7 1 (0.36%) Mule
7 1 (0.36%) OpenStack
7 1 (0.36%) WebLogic
7 1 (0.36%) WebLogic Portal
Applications
1 13 (4.64%) MS Excel
1 13 (4.64%) MS PowerPoint
2 5 (1.79%) CPLEX
3 4 (1.43%) MS Office
3 4 (1.43%) MS Project
4 1 (0.36%) Spreadsheet
4 1 (0.36%) SPSS
Business Applications
1 5 (1.79%) Dynamics CRM
2 3 (1.07%) Relativity
2 3 (1.07%) SAP Oil and Gas
3 1 (0.36%) Cognos Business Intelligence
3 1 (0.36%) Dynamics AX
Cloud Services
1 13 (4.64%) Amazon AWS
2 9 (3.21%) Adobe Analytics
2 9 (3.21%) Microsoft Azure
3 6 (2.14%) Google Analytics
4 5 (1.79%) Cloud Computing
5 4 (1.43%) Amazon EMR
6 3 (1.07%) AdWords
7 2 (0.71%) AWS Lambda
7 2 (0.71%) Google Play
7 2 (0.71%) Office 365
7 2 (0.71%) SaaS
7 2 (0.71%) SmartFocus
8 1 (0.36%) Amazon S3
8 1 (0.36%) GitHub
8 1 (0.36%) Google Cloud Platform
Communications & Networking
1 3 (1.07%) HTTP
1 3 (1.07%) Internet
1 3 (1.07%) Wireless
2 2 (0.71%) Ethernet
2 2 (0.71%) InfiniBand
2 2 (0.71%) Network Security
2 2 (0.71%) TCP/IP
3 1 (0.36%) Firewall
3 1 (0.36%) LDAP
3 1 (0.36%) VoIP
Database & Business Intelligence
1 88 (31.43%) Big Data
2 80 (28.57%) Hadoop
3 45 (16.07%) Data Warehouse
4 44 (15.71%) Apache Hive
5 24 (8.57%) NoSQL
6 22 (7.86%) SQL Server
7 15 (5.36%) QlikView
8 13 (4.64%) Data Mining
9 12 (4.29%) Relational Database
10 9 (3.21%) HBase
10 9 (3.21%) MySQL
11 7 (2.50%) Apache Cassandra
11 7 (2.50%) Enterprise Data Warehouse
12 6 (2.14%) Amazon Redshift
12 6 (2.14%) BusinessObjects
12 6 (2.14%) SQL Server Integration Services
13 5 (1.79%) KDB
13 5 (1.79%) SQL Server 2012
14 4 (1.43%) MongoDB
14 4 (1.43%) Star Schema
Development Applications
1 3 (1.07%) Git (software)
2 2 (0.71%) gulp
2 2 (0.71%) Hudson
2 2 (0.71%) Jenkins
2 2 (0.71%) JIRA
2 2 (0.71%) Talend Open Studio
2 2 (0.71%) Team Foundation Server
3 1 (0.36%) Axure RP
3 1 (0.36%) GitLab
3 1 (0.36%) Grunt
3 1 (0.36%) JBuilder
3 1 (0.36%) Maven
3 1 (0.36%) Mercurial
3 1 (0.36%) Protractor
3 1 (0.36%) Selenium
3 1 (0.36%) Subversion
3 1 (0.36%) TeamCity
3 1 (0.36%) Visual Studio
General
1 89 (31.79%) Finance
2 39 (13.93%) Banking
3 26 (9.29%) Marketing
4 22 (7.86%) Retail
5 10 (3.57%) Investment Banking
6 8 (2.86%) Financial Institution
6 8 (2.86%) Front Office
7 7 (2.50%) Telecoms
8 6 (2.14%) Legal
9 4 (1.43%) Games
9 4 (1.43%) Retail Banking
10 3 (1.07%) Advertising
10 3 (1.07%) Electronics
10 3 (1.07%) Manufacturing
11 2 (0.71%) Corporate Banking
11 2 (0.71%) Law
12 1 (0.36%) Publishing
Job Titles
1 75 (26.79%) Analyst
2 69 (24.64%) Developer
3 31 (11.07%) Data Analyst
4 28 (10.00%) Data Scientist
5 26 (9.29%) Big Data Developer
6 25 (8.93%) Consultant
7 21 (7.50%) Architect
8 20 (7.14%) Business Analyst
9 18 (6.43%) Data Consultant
9 18 (6.43%) Hadoop Engineer
10 17 (6.07%) Data Engineer
10 17 (6.07%) Hadoop Developer
11 15 (5.36%) Project Manager
12 13 (4.64%) Analytics Manager
13 12 (4.29%) Big Data Consultant
13 12 (4.29%) Big Data Engineer
14 10 (3.57%) Hadoop Consultant
14 10 (3.57%) Machine Learning Scientist
14 10 (3.57%) Solutions Architect
15 9 (3.21%) Data Analytics Manager
Libraries, Frameworks & Software Standards
1 16 (5.71%) HTML
2 12 (4.29%) Kafka
3 11 (3.93%) .NET
3 11 (3.93%) CSS
4 9 (3.21%) AngularJS
5 8 (2.86%) D3.js
6 7 (2.50%) jQuery
6 7 (2.50%) React
7 6 (2.14%) HTML5
7 6 (2.14%) Spark Streaming
8 5 (1.79%) .NET Framework
8 5 (1.79%) Meteor
9 4 (1.43%) Web Services
10 3 (1.07%) ASP.NET
10 3 (1.07%) ASP.NET Web API
10 3 (1.07%) Middleware
10 3 (1.07%) Node.js
10 3 (1.07%) REST
10 3 (1.07%) SciPy
10 3 (1.07%) SOAP
Miscellaneous
1 55 (19.64%) Analytical Skills
2 34 (12.14%) Visualisation
3 16 (5.71%) User Experience
4 12 (4.29%) Statistics
5 10 (3.57%) Algorithms
5 10 (3.57%) Social Media
6 9 (3.21%) Management Information System
7 8 (2.86%) Mathematics
8 6 (2.14%) Data Integration
8 6 (2.14%) Fixed Income
8 6 (2.14%) Foreign Exchange (FX)
9 5 (1.79%) Equities
9 5 (1.79%) Mobile App
9 5 (1.79%) NHS
10 4 (1.43%) Computer Science
10 4 (1.43%) Data Extraction
10 4 (1.43%) Fintech
11 3 (1.07%) Credit Risk
11 3 (1.07%) FMCG
11 3 (1.07%) Mobile Banking
Operating Systems
1 10 (3.57%) Linux
2 8 (2.86%) Unix
3 6 (2.14%) Windows
4 3 (1.07%) Android
5 2 (0.71%) Windows Server
6 1 (0.36%) Apple iOS
6 1 (0.36%) Solaris
6 1 (0.36%) zOS
Processes & Methodologies
1 280 (100.00%) Analytics
2 73 (26.07%) Business Intelligence
3 49 (17.50%) Machine Learning
4 46 (16.43%) Agile Software Development
5 40 (14.29%) Big Data Analytics
6 37 (13.21%) Data Modelling
7 35 (12.50%) Data Analysis
8 32 (11.43%) ETL
9 23 (8.21%) CRM
10 22 (7.86%) Stakeholder Management
11 21 (7.50%) Project Management
12 18 (6.43%) Data Management
13 16 (5.71%) Data Visualisation
13 16 (5.71%) E-Commerce
13 16 (5.71%) Open Source
14 14 (5.00%) User Stories
15 13 (4.64%) Web Analytics
16 11 (3.93%) MapReduce
16 11 (3.93%) Predictive Analytics
16 11 (3.93%) Scrum
Programming Languages
1 87 (31.07%) SQL
2 60 (21.43%) Python
3 37 (13.21%) R
4 33 (11.79%) Scala
5 29 (10.36%) Java
6 18 (6.43%) C#
6 18 (6.43%) JavaScript
7 12 (4.29%) C++
8 9 (3.21%) MATLAB
9 8 (2.86%) C
10 7 (2.50%) T-SQL
11 6 (2.14%) Perl
12 5 (1.79%) VBA
13 4 (1.43%) Ruby
14 3 (1.07%) PHP
15 2 (0.71%) F#
15 2 (0.71%) Go
15 2 (0.71%) IronPython
15 2 (0.71%) Objective-C
16 1 (0.36%) SPARQL
Qualifications
1 26 (9.29%) Degree
2 14 (5.00%) PhD
3 4 (1.43%) DV Cleared
3 4 (1.43%) Security Cleared
4 3 (1.07%) ISEB
4 3 (1.07%) PMI Certification
4 3 (1.07%) PRINCE2 Practitioner
5 2 (0.71%) ISTQB
5 2 (0.71%) ISTQB Foundation Certification
5 2 (0.71%) MBA
5 2 (0.71%) PMP
6 1 (0.36%) BPSS Clearance
6 1 (0.36%) CCNA
6 1 (0.36%) Cisco Certification
6 1 (0.36%) CISSP
6 1 (0.36%) GIAC
Quality Assurance & Compliance
1 21 (7.50%) Data Quality
2 5 (1.79%) Solvency II
3 3 (1.07%) QA
4 2 (0.71%) FATCA
5 1 (0.36%) ISO/IEC 27001
5 1 (0.36%) WAI
System Software
1 5 (1.79%) Apache Flume
2 3 (1.07%) HDFS
3 2 (0.71%) Docker
4 1 (0.36%) NFS
4 1 (0.36%) VMware ESX
Systems Management
1 4 (1.43%) Hadoop YARN
2 3 (1.07%) Ambari
2 3 (1.07%) Opscode Chef
3 2 (0.71%) Control-M
3 2 (0.71%) Graphite
3 2 (0.71%) Puppet
3 2 (0.71%) SCCM
3 2 (0.71%) WSUS
4 1 (0.36%) Ansible
4 1 (0.36%) Grafana
4 1 (0.36%) Kibana
4 1 (0.36%) Kubernetes
4 1 (0.36%) logstash
4 1 (0.36%) StatsD
4 1 (0.36%) Tivoli Storage Manager
Vendors
1 28 (10.00%) Tableau
2 19 (6.79%) Microsoft
3 17 (6.07%) Oracle
4 16 (5.71%) Adobe
4 16 (5.71%) Teradata
5 10 (3.57%) Google
6 7 (2.50%) IBM
6 7 (2.50%) Omniture
7 6 (2.14%) Alteryx
8 5 (1.79%) ILOG
8 5 (1.79%) SAP
9 4 (1.43%) Cloudera
9 4 (1.43%) MicroStrategy
9 4 (1.43%) Netezza
10 3 (1.07%) Cognos
10 3 (1.07%) EPiServer
10 3 (1.07%) Facebook
10 3 (1.07%) HP
11 2 (0.71%) Sybase
11 2 (0.71%) TIBCO
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