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 24 September 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
24 Sep 2016
Same period 2015 Same period 2014
Data Analytics
Rank 258 299 355
Rank change year-on-year
+41 +56
Contract jobs citing Data Analytics 188 140 88
As % of all contract IT jobs located in London 0.83% 0.60% 0.36%
As % of the Processes & Methodologies category 0.97% 0.72% 0.44%
Number of daily rates quoted 130 109 59
Median daily rate £475 £500 £400
Median daily rate % change year-on-year
-5.00% +25.00%
90% offered a daily rate of more than £300 £325 £325
10% offered a daily rate of more than £650 £710 £605
UK excluding London median daily rate £350 £425 £425
% change year-on-year
-17.64% -
Number of hourly rates quoted 0 2 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
19471 19452 19895
As % of all contract IT jobs located in London 86.07% 83.14% 81.17%
Number of daily rates quoted 13941 13986 14064
Median daily rate £475 £450 £450
Median daily rate % change year-on-year
+5.55% -
90% offered a daily rate of more than £325 £315 £300
10% offered a daily rate of more than £618 £625 £600
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 194 219 250
Median hourly rate £24.44 £22.00 £21.75
Median hourly rate % change year-on-year
+11.09% +1.14%
90% offered a hourly rate of more than £12.50 £13.17 £13.46
10% offered a hourly rate of more than £54.28 £52.00 £53.50
UK excluding London median hourly rate £32.50 £33.64 £26.50
% change year-on-year
-3.38% +26.94%

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 24 September 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 24 September 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 +12 24 £500 -4.76% 16
Croydon - 4 £325 -
Kingston Upon Thames - 3 £425 -
Hammersmith - 3 £375 -
Canary Wharf -2 2 - -
Feltham - 2 - -
West Drayton - 2 £420 -
Data Analytics
England

Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 24 September 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.

1 344 (100.00%) Analytics
2 116 (33.72%) SQL
3 110 (31.98%) Big Data
4 105 (30.52%) Finance
5 100 (29.07%) Business Intelligence
6 91 (26.45%) Hadoop
7 86 (25.00%) Agile Software Development
8 76 (22.09%) Analytical Skills
9 64 (18.60%) Apache Spark
9 64 (18.60%) Python
10 61 (17.73%) Data Warehouse
11 58 (16.86%) Big Data Analytics
12 54 (15.70%) Visualisation
13 53 (15.41%) Banking
14 51 (14.83%) ETL
15 47 (13.66%) Data Analysis
16 44 (12.79%) R
17 42 (12.21%) Microsoft
18 40 (11.63%) SQL Server
19 39 (11.34%) Data Modelling
19 39 (11.34%) Retail
20 36 (10.47%) Java
21 34 (9.88%) Project Management
21 34 (9.88%) Stakeholder Management
22 33 (9.59%) Tableau
23 32 (9.30%) SAS
23 32 (9.30%) Marketing
24 30 (8.72%) Apache Hive
25 29 (8.43%) Degree
26 27 (7.85%) Scala

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 64 (18.60%) Apache Spark
2 32 (9.30%) SAS
3 6 (1.74%) Elasticsearch
4 5 (1.45%) Apache Pig
4 5 (1.45%) SharePoint
5 4 (1.16%) Apache
6 3 (0.87%) CMS
6 3 (0.87%) EPiServer CMS
7 2 (0.58%) Confluence
7 2 (0.58%) MS Exchange
8 1 (0.29%) Apache Solr
8 1 (0.29%) FileNet
8 1 (0.29%) IBM Domino
8 1 (0.29%) IBM Notes
8 1 (0.29%) Mule
8 1 (0.29%) OpenStack
8 1 (0.29%) WebLogic
8 1 (0.29%) WebLogic Portal
Applications
1 25 (7.27%) MS Excel
2 18 (5.23%) MS PowerPoint
3 7 (2.03%) MS Project
4 5 (1.45%) MS Office
4 5 (1.45%) Spreadsheet
5 4 (1.16%) Adobe Illustrator
5 4 (1.16%) Photoshop
5 4 (1.16%) SPSS
6 2 (0.58%) CPLEX
6 2 (0.58%) Mathematica
Business Applications
1 5 (1.45%) Unica
2 4 (1.16%) WebTrends
3 3 (0.87%) Relativity
4 2 (0.58%) Cognos Business Intelligence
4 2 (0.58%) Dynamics CRM
5 1 (0.29%) Dynamics GP
5 1 (0.29%) Hyperion Planning
5 1 (0.29%) Oracle ERP
5 1 (0.29%) Radian6
5 1 (0.29%) SAP CRM
5 1 (0.29%) SAP HR
5 1 (0.29%) Sprinklr
Cloud Services
1 15 (4.36%) Microsoft Azure
2 12 (3.49%) Amazon AWS
3 11 (3.20%) Google Analytics
4 7 (2.03%) Adobe Analytics
5 3 (0.87%) SaaS
6 2 (0.58%) Cloud Computing
6 2 (0.58%) Office 365
6 2 (0.58%) SmartFocus
7 1 (0.29%) Amazon EMR
7 1 (0.29%) Amazon S3
7 1 (0.29%) GitHub
7 1 (0.29%) Google Cloud Platform
7 1 (0.29%) Google Tag Manager
7 1 (0.29%) IaaS
7 1 (0.29%) PaaS
7 1 (0.29%) Socialbakers
7 1 (0.29%) Taleo
Communications & Networking
1 8 (2.33%) HTTP
2 5 (1.45%) Internet
2 5 (1.45%) TCP/IP
3 4 (1.16%) Firewall
3 4 (1.16%) VoIP
4 2 (0.58%) Ethernet
4 2 (0.58%) InfiniBand
4 2 (0.58%) LDAP
4 2 (0.58%) Network Security
5 1 (0.29%) DSL
5 1 (0.29%) Wireless
Database & Business Intelligence
1 110 (31.98%) Big Data
2 91 (26.45%) Hadoop
3 61 (17.73%) Data Warehouse
4 40 (11.63%) SQL Server
5 30 (8.72%) Apache Hive
6 22 (6.40%) NoSQL
7 19 (5.52%) Relational Database
8 18 (5.23%) SQL Server Integration Services
9 17 (4.94%) QlikView
10 13 (3.78%) Data Mining
11 10 (2.91%) SQL Server Analysis Services
11 10 (2.91%) Star Schema
12 9 (2.62%) Enterprise Data Warehouse
12 9 (2.62%) HBase
12 9 (2.62%) MySQL
13 8 (2.33%) SQL Server Reporting Services
14 6 (1.74%) Power BI
15 5 (1.45%) Data Lake
15 5 (1.45%) SQL Server 2012
15 5 (1.45%) Sqoop
Development Applications
1 6 (1.74%) Git (software)
2 5 (1.45%) Jenkins
3 4 (1.16%) Selenium
3 4 (1.16%) Team Foundation Server
3 4 (1.16%) Visual Studio
4 3 (0.87%) Cucumber
4 3 (0.87%) Jasmine
4 3 (0.87%) JIRA
4 3 (0.87%) Maven
5 2 (0.58%) Hudson
5 2 (0.58%) Subversion
6 1 (0.29%) Eclipse
6 1 (0.29%) Grunt
6 1 (0.29%) JBuilder
6 1 (0.29%) JSUnit
6 1 (0.29%) JUnit
6 1 (0.29%) Mercurial
6 1 (0.29%) PHPUnit
6 1 (0.29%) Talend Open Studio
6 1 (0.29%) TeamCity
General
1 105 (30.52%) Finance
2 53 (15.41%) Banking
3 39 (11.34%) Retail
4 32 (9.30%) Marketing
5 15 (4.36%) Investment Banking
6 10 (2.91%) Financial Institution
7 9 (2.62%) Front Office
8 7 (2.03%) Law
9 5 (1.45%) Games
10 4 (1.16%) Legal
10 4 (1.16%) Local Government
11 3 (0.87%) Corporate Banking
11 3 (0.87%) Retail Banking
11 3 (0.87%) Telecoms
12 2 (0.58%) Advertising
12 2 (0.58%) Aerospace
13 1 (0.29%) Publishing
13 1 (0.29%) Wholesale Banking
Job Titles
1 89 (25.87%) Developer
2 82 (23.84%) Analyst
3 39 (11.34%) Architect
4 31 (9.01%) Data Analyst
5 29 (8.43%) Big Data Developer
6 27 (7.85%) Project Manager
7 22 (6.40%) Consultant
8 20 (5.81%) Business Analyst
9 19 (5.52%) Data Consultant
10 18 (5.23%) Hadoop Developer
10 18 (5.23%) Solutions Architect
11 17 (4.94%) Data Engineer
12 16 (4.65%) Data Scientist
13 15 (4.36%) Analytics Manager
13 15 (4.36%) Hadoop Engineer
14 14 (4.07%) Data Architect
15 13 (3.78%) Big Data Engineer
15 13 (3.78%) Data Analytics Manager
16 12 (3.49%) Big Data Consultant
16 12 (3.49%) Hadoop Consultant
Libraries, Frameworks & Software Standards
1 25 (7.27%) HTML
2 21 (6.10%) CSS
3 20 (5.81%) Kafka
4 18 (5.23%) .NET
4 18 (5.23%) AngularJS
5 14 (4.07%) HTML5
6 13 (3.78%) D3.js
7 10 (2.91%) Node.js
7 10 (2.91%) React
8 8 (2.33%) jQuery
9 5 (1.45%) .NET Framework
9 5 (1.45%) Meteor
10 4 (1.16%) Middleware
10 4 (1.16%) SciPy
10 4 (1.16%) Web Services
11 3 (0.87%) ASP.NET
11 3 (0.87%) NumPy
11 3 (0.87%) RESTful
11 3 (0.87%) XML
11 3 (0.87%) XSD
Miscellaneous
1 76 (22.09%) Analytical Skills
2 54 (15.70%) Visualisation
3 20 (5.81%) User Experience
4 12 (3.49%) Mathematics
4 12 (3.49%) Statistics
5 11 (3.20%) Management Information System
6 10 (2.91%) Computer Science
7 9 (2.62%) Fixed Income
8 6 (1.74%) Algorithms
8 6 (1.74%) Data Extraction
8 6 (1.74%) Data Integration
8 6 (1.74%) Fintech
8 6 (1.74%) NHS
9 5 (1.45%) Equities
10 4 (1.16%) Cyberthreat
10 4 (1.16%) Digital Media
10 4 (1.16%) FMCG
10 4 (1.16%) Foreign Exchange (FX)
10 4 (1.16%) Reference Data
11 3 (0.87%) Data Structures
Operating Systems
1 14 (4.07%) Linux
2 10 (2.91%) Unix
3 6 (1.74%) Windows
4 2 (0.58%) Android
4 2 (0.58%) Apple iOS
4 2 (0.58%) Solaris
5 1 (0.29%) AIX
5 1 (0.29%) HPUX
5 1 (0.29%) zOS
Processes & Methodologies
1 344 (100.00%) Analytics
2 100 (29.07%) Business Intelligence
3 86 (25.00%) Agile Software Development
4 58 (16.86%) Big Data Analytics
5 51 (14.83%) ETL
6 47 (13.66%) Data Analysis
7 39 (11.34%) Data Modelling
8 34 (9.88%) Project Management
8 34 (9.88%) Stakeholder Management
9 26 (7.56%) Machine Learning
10 23 (6.69%) Data Visualisation
11 22 (6.40%) SDLC
12 21 (6.10%) Open Source
12 21 (6.10%) Scrum
13 19 (5.52%) Data Management
14 17 (4.94%) Customer Insight
14 17 (4.94%) Mentoring
15 16 (4.65%) Data Architecture
15 16 (4.65%) Prototyping
16 15 (4.36%) Continuous Integration
Programming Languages
1 116 (33.72%) SQL
2 64 (18.60%) Python
3 44 (12.79%) R
4 36 (10.47%) Java
5 27 (7.85%) Scala
6 26 (7.56%) JavaScript
7 24 (6.98%) C#
8 15 (4.36%) C++
9 14 (4.07%) MATLAB
9 14 (4.07%) VBA
10 9 (2.62%) T-SQL
11 7 (2.03%) C
11 7 (2.03%) Perl
12 6 (1.74%) Ruby
13 5 (1.45%) Shell Script
14 4 (1.16%) Go
15 3 (0.87%) PHP
15 3 (0.87%) PL/SQL
16 2 (0.58%) F#
16 2 (0.58%) Objective-C
Qualifications
1 29 (8.43%) Degree
2 17 (4.94%) Security Cleared
3 12 (3.49%) DV Cleared
4 6 (1.74%) PRINCE2 Practitioner
4 6 (1.74%) SC Cleared
5 3 (0.87%) MBA
5 3 (0.87%) PhD
5 3 (0.87%) PMP
6 2 (0.58%) PMI Certification
7 1 (0.29%) BPSS Clearance
7 1 (0.29%) CCNA
7 1 (0.29%) CFA
7 1 (0.29%) CISA
7 1 (0.29%) Cisco Certification
7 1 (0.29%) CISSP
7 1 (0.29%) GIAC
7 1 (0.29%) ISEB
7 1 (0.29%) ISTQB
7 1 (0.29%) PRINCE2 Certification
7 1 (0.29%) Six Sigma Black Belt
Quality Assurance & Compliance
1 15 (4.36%) QA
2 13 (3.78%) Data Quality
3 6 (1.74%) Solvency II
4 1 (0.29%) Actionable Recommendations
4 1 (0.29%) HL7
4 1 (0.29%) ISO/IEC 27001
4 1 (0.29%) PCI DSS
System Software
1 7 (2.03%) HDFS
2 4 (1.16%) Docker
3 3 (0.87%) Apache Flume
4 1 (0.29%) Active Directory
4 1 (0.29%) NFS
4 1 (0.29%) VMware ESX
Systems Management
1 4 (1.16%) Hadoop YARN
2 3 (0.87%) Ansible
2 3 (0.87%) Control-M
2 3 (0.87%) Opscode Chef
2 3 (0.87%) Puppet
3 2 (0.58%) Graphite
3 2 (0.58%) Marathon
3 2 (0.58%) Mesos
3 2 (0.58%) Tivoli NetView
4 1 (0.29%) Ambari
4 1 (0.29%) Grafana
4 1 (0.29%) Kibana
4 1 (0.29%) logstash
4 1 (0.29%) StatsD
4 1 (0.29%) Tivoli Storage Manager
Vendors
1 42 (12.21%) Microsoft
2 33 (9.59%) Tableau
3 25 (7.27%) Oracle
4 17 (4.94%) Teradata
5 16 (4.65%) Adobe
6 12 (3.49%) Google
7 11 (3.20%) Cognos
8 10 (2.91%) IBM
9 9 (2.62%) Alteryx
10 6 (1.74%) Splunk
11 5 (1.45%) F5
11 5 (1.45%) MicroStrategy
11 5 (1.45%) Netezza
11 5 (1.45%) Palo Alto
11 5 (1.45%) Sourcefire
12 4 (1.16%) ArcSight
12 4 (1.16%) FireEye
12 4 (1.16%) Intel Security
13 3 (0.87%) Attivio
13 3 (0.87%) Facebook
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