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 25 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
25 Aug 2016
Same period 2015 Same period 2014
Data Analytics
Rank 262 318 339
Rank change year-on-year
+56 +21
Contract jobs citing Data Analytics 197 119 96
As % of all contract IT jobs located in London 0.86% 0.50% 0.40%
As % of the Processes & Methodologies category 1.00% 0.61% 0.49%
Number of daily rates quoted 140 83 68
Median daily rate £500 £500 £424
Median daily rate % change year-on-year
- +17.99%
90% offered a daily rate of more than £300 £346 £336
10% offered a daily rate of more than £750 £695 £600
UK excluding London median daily rate £365 £475 £394
% change year-on-year
-23.15% +20.63%
Number of hourly rates quoted 0 3 0
Median hourly rate - £16.00 -
UK excluding London median hourly rate £45.50 £29.62 -
% change year-on-year
+53.63% -
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
19730 19519 19742
As % of all contract IT jobs located in London 85.70% 82.20% 81.43%
Number of daily rates quoted 14181 13885 13757
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 £396 £375
% change year-on-year
+1.01% +5.60%
Number of hourly rates quoted 169 219 234
Median hourly rate £25.69 £22.12 £21.50
Median hourly rate % change year-on-year
+16.16% +2.86%
90% offered a hourly rate of more than £12.50 £13.17 £13.50
10% offered a hourly rate of more than £55.00 £60.00 £45.00
UK excluding London median hourly rate £30.00 £32.54 £25.00
% change year-on-year
-7.80% +30.16%

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 25 August 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 25 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 +36 30 £500 +8.10% 12
Croydon - 3 £300 -
Hammersmith - 3 £375 -
Feltham - 1 - -
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 25 August 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.

1 320 (100.00%) Analytics
2 112 (35.00%) SQL
3 97 (30.31%) Finance
3 97 (30.31%) Big Data
4 92 (28.75%) Business Intelligence
5 88 (27.50%) Hadoop
6 78 (24.38%) Agile Software Development
7 72 (22.50%) Analytical Skills
8 65 (20.31%) Python
9 59 (18.44%) Data Warehouse
10 58 (18.13%) Apache Spark
11 50 (15.63%) Big Data Analytics
12 49 (15.31%) ETL
13 46 (14.38%) Banking
14 45 (14.06%) Visualisation
14 45 (14.06%) R
14 45 (14.06%) Data Analysis
15 38 (11.88%) Apache Hive
16 36 (11.25%) Marketing
16 36 (11.25%) Data Modelling
17 35 (10.94%) Retail
18 34 (10.63%) Tableau
18 34 (10.63%) Machine Learning
19 32 (10.00%) Java
19 32 (10.00%) SQL Server
19 32 (10.00%) Project Management
19 32 (10.00%) Microsoft
20 31 (9.69%) Scala
21 30 (9.38%) SAS
22 29 (9.06%) 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 58 (18.13%) Apache Spark
2 30 (9.38%) SAS
3 10 (3.13%) Apache Pig
4 7 (2.19%) Elasticsearch
5 4 (1.25%) Apache
5 4 (1.25%) SharePoint
6 3 (0.94%) CMS
6 3 (0.94%) EPiServer CMS
7 2 (0.63%) Confluence
8 1 (0.31%) FileNet
8 1 (0.31%) IBM Domino
8 1 (0.31%) IBM Notes
8 1 (0.31%) MS Exchange
8 1 (0.31%) Mule
8 1 (0.31%) OpenStack
8 1 (0.31%) WebLogic
8 1 (0.31%) WebLogic Portal
Applications
1 21 (6.56%) MS Excel
2 19 (5.94%) MS PowerPoint
3 8 (2.50%) MS Project
4 5 (1.56%) MS Office
4 5 (1.56%) Spreadsheet
5 4 (1.25%) Adobe Illustrator
5 4 (1.25%) Photoshop
6 2 (0.63%) CPLEX
6 2 (0.63%) Mathematica
7 1 (0.31%) SPSS
Business Applications
1 4 (1.25%) Dynamics CRM
1 4 (1.25%) WebTrends
2 3 (0.94%) Relativity
2 3 (0.94%) Unica
3 2 (0.63%) Cognos Business Intelligence
3 2 (0.63%) SAP Oil and Gas
4 1 (0.31%) Hyperion Planning
4 1 (0.31%) Oracle ERP
4 1 (0.31%) Radian6
4 1 (0.31%) SAP CRM
4 1 (0.31%) Sprinklr
Cloud Services
1 15 (4.69%) Amazon AWS
2 14 (4.38%) Microsoft Azure
3 10 (3.13%) Google Analytics
4 9 (2.81%) Adobe Analytics
5 4 (1.25%) Amazon EMR
6 2 (0.63%) AdWords
6 2 (0.63%) Amazon S3
6 2 (0.63%) AWS Lambda
6 2 (0.63%) Cloud Computing
6 2 (0.63%) Office 365
6 2 (0.63%) SmartFocus
7 1 (0.31%) GitHub
7 1 (0.31%) Google Cloud Platform
7 1 (0.31%) IaaS
7 1 (0.31%) SaaS
7 1 (0.31%) Socialbakers
Communications & Networking
1 5 (1.56%) Internet
2 4 (1.25%) HTTP
3 2 (0.63%) Ethernet
3 2 (0.63%) InfiniBand
3 2 (0.63%) Network Security
3 2 (0.63%) TCP/IP
4 1 (0.31%) DSL
4 1 (0.31%) Firewall
4 1 (0.31%) LDAP
4 1 (0.31%) VoIP
4 1 (0.31%) Wireless
Database & Business Intelligence
1 97 (30.31%) Big Data
2 88 (27.50%) Hadoop
3 59 (18.44%) Data Warehouse
4 38 (11.88%) Apache Hive
5 32 (10.00%) SQL Server
6 23 (7.19%) NoSQL
7 20 (6.25%) QlikView
8 15 (4.69%) Relational Database
9 11 (3.44%) SQL Server Integration Services
10 10 (3.13%) Data Mining
10 10 (3.13%) MySQL
11 9 (2.81%) HBase
11 9 (2.81%) Star Schema
12 8 (2.50%) Enterprise Data Warehouse
13 7 (2.19%) SQL Server Analysis Services
14 5 (1.56%) Amazon Redshift
14 5 (1.56%) Power BI
14 5 (1.56%) SQL Server 2012
15 4 (1.25%) Qlik Sense
15 4 (1.25%) SQL Server 2014
Development Applications
1 5 (1.56%) Git (software)
1 5 (1.56%) Selenium
2 4 (1.25%) Jenkins
3 3 (0.94%) Jasmine
3 3 (0.94%) Maven
3 3 (0.94%) Team Foundation Server
3 3 (0.94%) Visual Studio
4 2 (0.63%) Cucumber
4 2 (0.63%) Grunt
4 2 (0.63%) gulp
4 2 (0.63%) Hudson
4 2 (0.63%) JIRA
4 2 (0.63%) Protractor
4 2 (0.63%) TeamCity
5 1 (0.31%) GitLab
5 1 (0.31%) JBuilder
5 1 (0.31%) Mercurial
5 1 (0.31%) Subversion
5 1 (0.31%) Talend Open Studio
General
1 97 (30.31%) Finance
2 46 (14.38%) Banking
3 36 (11.25%) Marketing
4 35 (10.94%) Retail
5 10 (3.13%) Investment Banking
6 9 (2.81%) Financial Institution
6 9 (2.81%) Front Office
7 7 (2.19%) Law
8 5 (1.56%) Games
8 5 (1.56%) Telecoms
9 4 (1.25%) Legal
10 3 (0.94%) Local Government
10 3 (0.94%) Retail Banking
11 2 (0.63%) Corporate Banking
11 2 (0.63%) Electronics
11 2 (0.63%) Manufacturing
12 1 (0.31%) Publishing
12 1 (0.31%) Wholesale Banking
Job Titles
1 84 (26.25%) Developer
2 73 (22.81%) Analyst
3 32 (10.00%) Architect
4 30 (9.38%) Data Analyst
5 29 (9.06%) Big Data Developer
6 24 (7.50%) Project Manager
7 23 (7.19%) Consultant
8 20 (6.25%) Data Consultant
8 20 (6.25%) Data Engineer
9 19 (5.94%) Data Scientist
9 19 (5.94%) Hadoop Developer
10 18 (5.63%) Hadoop Engineer
11 17 (5.31%) Analytics Manager
12 16 (5.00%) Business Analyst
13 14 (4.38%) Data Analytics Manager
14 13 (4.06%) Big Data Engineer
14 13 (4.06%) Solutions Architect
15 12 (3.75%) Big Data Consultant
15 12 (3.75%) Hadoop Consultant
16 10 (3.13%) Data Manager
Libraries, Frameworks & Software Standards
1 25 (7.81%) HTML
2 19 (5.94%) CSS
3 18 (5.63%) Kafka
4 17 (5.31%) AngularJS
5 16 (5.00%) .NET
6 13 (4.06%) HTML5
7 12 (3.75%) D3.js
8 9 (2.81%) Node.js
8 9 (2.81%) React
9 8 (2.50%) jQuery
10 5 (1.56%) .NET Framework
10 5 (1.56%) Meteor
10 5 (1.56%) Web Services
11 4 (1.25%) Middleware
11 4 (1.25%) SciPy
12 3 (0.94%) ASP.NET
12 3 (0.94%) JSON
12 3 (0.94%) NumPy
12 3 (0.94%) Spark Streaming
12 3 (0.94%) XSD
Miscellaneous
1 72 (22.50%) Analytical Skills
2 45 (14.06%) Visualisation
3 22 (6.88%) User Experience
4 12 (3.75%) Statistics
5 11 (3.44%) Management Information System
6 9 (2.81%) Fixed Income
7 8 (2.50%) Algorithms
8 7 (2.19%) Fintech
8 7 (2.19%) Mathematics
9 6 (1.88%) Data Extraction
9 6 (1.88%) Social Media
10 5 (1.56%) Computer Science
10 5 (1.56%) Data Integration
10 5 (1.56%) Equities
11 4 (1.25%) Credit Risk
11 4 (1.25%) Cyberthreat
11 4 (1.25%) FMCG
11 4 (1.25%) Foreign Exchange (FX)
11 4 (1.25%) NHS
11 4 (1.25%) Reference Data
Operating Systems
1 11 (3.44%) Linux
2 9 (2.81%) Unix
3 4 (1.25%) Windows
4 2 (0.63%) Android
4 2 (0.63%) Apple iOS
5 1 (0.31%) Solaris
5 1 (0.31%) zOS
Processes & Methodologies
1 320 (100.00%) Analytics
2 92 (28.75%) Business Intelligence
3 78 (24.38%) Agile Software Development
4 50 (15.63%) Big Data Analytics
5 49 (15.31%) ETL
6 45 (14.06%) Data Analysis
7 36 (11.25%) Data Modelling
8 34 (10.63%) Machine Learning
9 32 (10.00%) Project Management
10 29 (9.06%) Stakeholder Management
11 23 (7.19%) Open Source
12 21 (6.56%) Data Visualisation
13 18 (5.63%) CRM
13 18 (5.63%) SDLC
14 17 (5.31%) E-Commerce
14 17 (5.31%) Scrum
15 15 (4.69%) Continuous Integration
15 15 (4.69%) Data Management
16 14 (4.38%) Data Architecture
16 14 (4.38%) Prototyping
Programming Languages
1 112 (35.00%) SQL
2 65 (20.31%) Python
3 45 (14.06%) R
4 32 (10.00%) Java
5 31 (9.69%) Scala
6 27 (8.44%) JavaScript
7 22 (6.88%) C#
8 14 (4.38%) C++
9 13 (4.06%) MATLAB
10 9 (2.81%) VBA
11 8 (2.50%) C
12 7 (2.19%) T-SQL
13 6 (1.88%) Perl
13 6 (1.88%) Ruby
14 3 (0.94%) F#
14 3 (0.94%) PHP
15 2 (0.63%) Go
15 2 (0.63%) Objective-C
15 2 (0.63%) PL/SQL
16 1 (0.31%) SPARQL
Qualifications
1 26 (8.13%) Degree
2 17 (5.31%) Security Cleared
3 12 (3.75%) DV Cleared
4 9 (2.81%) PhD
5 6 (1.88%) PRINCE2 Practitioner
5 6 (1.88%) SC Cleared
6 2 (0.63%) MBA
6 2 (0.63%) PMP
7 1 (0.31%) BPSS Clearance
7 1 (0.31%) CCNA
7 1 (0.31%) CFA
7 1 (0.31%) CISA
7 1 (0.31%) Cisco Certification
7 1 (0.31%) CISSP
7 1 (0.31%) GIAC
7 1 (0.31%) ISEB
7 1 (0.31%) ISTQB
7 1 (0.31%) PMI Certification
7 1 (0.31%) PRINCE2 Certification
7 1 (0.31%) Six Sigma Black Belt
Quality Assurance & Compliance
1 17 (5.31%) Data Quality
2 13 (4.06%) QA
3 6 (1.88%) Solvency II
4 1 (0.31%) Actionable Recommendations
4 1 (0.31%) HL7
4 1 (0.31%) ISO/IEC 27001
4 1 (0.31%) PCI DSS
System Software
1 6 (1.88%) Apache Flume
2 3 (0.94%) Docker
2 3 (0.94%) HDFS
3 1 (0.31%) NFS
3 1 (0.31%) VMware ESX
Systems Management
1 4 (1.25%) Opscode Chef
2 3 (0.94%) Ambari
2 3 (0.94%) Control-M
3 2 (0.63%) Graphite
3 2 (0.63%) Puppet
4 1 (0.31%) Ansible
4 1 (0.31%) Grafana
4 1 (0.31%) Hadoop YARN
4 1 (0.31%) Kibana
4 1 (0.31%) Kubernetes
4 1 (0.31%) logstash
4 1 (0.31%) StatsD
4 1 (0.31%) Tivoli Storage Manager
Vendors
1 34 (10.63%) Tableau
2 32 (10.00%) Microsoft
3 25 (7.81%) Oracle
4 18 (5.63%) Adobe
5 15 (4.69%) Teradata
6 11 (3.44%) Google
7 9 (2.81%) Cognos
7 9 (2.81%) IBM
8 6 (1.88%) Alteryx
9 5 (1.56%) MicroStrategy
10 4 (1.25%) Netezza
10 4 (1.25%) SAP
11 3 (0.94%) Attivio
11 3 (0.94%) Crimson Hexagon
11 3 (0.94%) EPiServer
11 3 (0.94%) Facebook
11 3 (0.94%) Tealium
11 3 (0.94%) Twitter
12 2 (0.63%) Cloudera
12 2 (0.63%) Omniture
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