The table below looks at the statistics for Big Data Analytics skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Big Data Analytics over the 3 months to 27 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Aug 2014
Same period 2013 Same period 2012
Big Data Analytics
Rank 794 806 871
Rank change year-on-year
+12 +65
Permanent jobs citing Big Data Analytics 88 24 14
As % of all permanent IT jobs located in England 0.082% 0.024% 0.013%
As % of the Processes & Methodologies category 0.10% 0.030% 0.016%
Number of salaries quoted 74 20 11
Average salary £60,000 £68,750 £100,000
Average salary % change year-on-year
-12.72% -31.25%
90% offered a salary of more than £39,100 £49,750 £50,000
10% offered a salary of more than £100,000 £81,000 £130,000
UK excluding London average salary £57,500 £90,000 £100,000
% change year-on-year
-36.11% -10.00%
Big Data Analytics
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
86434 80496 87055
As % of all permanent IT jobs located in England 80.76% 79.55% 77.99%
Number of salaries quoted 69512 66517 74443
Average salary £48,500 £47,500 £47,000
Average salary % change year-on-year
+2.10% +1.06%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £72,500 £73,000 £72,500
UK excluding London average salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

Big Data Analytics
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Big Data Analytics across the England region as a proportion of the total demand within the Processes & Methodologies category.

Big Data Analytics Jobs Demand Trend in England

Big Data Analytics
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data Analytics across the England region.

Big Data Analytics Salary Trend in England

Big Data Analytics
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Big Data Analytics across the England region over the 3 months to 27 August 2014.

Big Data Analytics Salary Histogram in England

Big Data Analytics
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Big Data Analytics within the England region over the 3 months to 27 August 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +34 67 £65,000 -13.33% 12
South East -16 11 £55,000 -4.34% 2
West Midlands - 5 £57,500 - 1
North West -6 3 £38,500 +1.31%
East Midlands - 1 £60,000 -
Big Data Analytics
UK

Big Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 27 August 2014, IT jobs across the England region citing Big Data Analytics also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Big Data Analytics.

1 207 (100.00%) Big Data
2 206 (99.52%) Analytics
3 68 (32.85%) Data Analytics
4 66 (31.88%) Degree
5 64 (30.92%) Java
6 54 (26.09%) Computer Science
7 53 (25.60%) Hadoop
7 53 (25.60%) SQL
8 48 (23.19%) Data Modelling
9 38 (18.36%) Scala
9 38 (18.36%) Mathematics
10 36 (17.39%) SAS
11 34 (16.43%) C++
12 32 (15.46%) Business Intelligence
13 30 (14.49%) Data Warehouse
13 30 (14.49%) R
13 30 (14.49%) MapReduce
14 28 (13.53%) PhD
14 28 (13.53%) Oracle
15 26 (12.56%) C#
15 26 (12.56%) ETL
16 25 (12.08%) HTML
16 25 (12.08%) Finance
17 24 (11.59%) MATLAB
17 24 (11.59%) Mahout
18 23 (11.11%) SPSS
18 23 (11.11%) Physics
19 22 (10.63%) HTML5
19 22 (10.63%) Information Retrieval
20 21 (10.14%) NoSQL

Big Data Analytics
Top Related IT Skills in England by Category

For the 6 months to 27 August 2014, IT jobs across the England region citing Big Data Analytics also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Big Data Analytics. Up to 20 skills are shown per category.

Application Platforms
1 36 (17.39%) SAS
2 13 (6.28%) Node.js
3 7 (3.38%) Apache Pig
4 6 (2.90%) Apache
5 4 (1.93%) Tornado
6 1 (0.48%) MS Exchange
6 1 (0.48%) IIS
Applications
1 23 (11.11%) SPSS
Business Applications
1 1 (0.48%) Google Analytics
1 1 (0.48%) SiteCatalyst
Cloud Services
1 18 (8.70%) SaaS
2 4 (1.93%) Cloud Computing
3 3 (1.45%) Amazon AWS
3 3 (1.45%) Amazon EMR
4 2 (0.97%) GitHub
4 2 (0.97%) Microsoft Azure
5 1 (0.48%) Amazon EC2
Communications & Networking
1 7 (3.38%) SMS
2 6 (2.90%) Internet
3 3 (1.45%) HTTP
4 2 (0.97%) Broadband
5 1 (0.48%) Wi-Fi
5 1 (0.48%) TCP/IP
5 1 (0.48%) SSL
Database & Business Intelligence
1 207 (100.00%) Big Data
2 53 (25.60%) Hadoop
3 30 (14.49%) Data Warehouse
4 24 (11.59%) Mahout
5 21 (10.14%) NoSQL
6 15 (7.25%) SAS Data Integration Studio
6 15 (7.25%) Data Mining
6 15 (7.25%) Base SAS
7 14 (6.76%) Apache Cassandra
8 12 (5.80%) MySQL
8 12 (5.80%) Apache Hive
9 9 (4.35%) MongoDB
10 7 (3.38%) SQL Server
11 6 (2.90%) HBase
12 4 (1.93%) Text Mining
13 3 (1.45%) SQL Server Integration Services
13 3 (1.45%) MarkLogic
13 3 (1.45%) Impala
13 3 (1.45%) Oracle Database
14 2 (0.97%) Relational Database
Development Applications
1 12 (5.80%) Git (software)
2 9 (4.35%) Jenkins
3 2 (0.97%) Gerrit
4 1 (0.48%) JUnit
4 1 (0.48%) Introscope
4 1 (0.48%) Maven
4 1 (0.48%) Selenium
General
1 25 (12.08%) Finance
2 13 (6.28%) Front Office
3 12 (5.80%) Marketing
4 11 (5.31%) Retail
4 11 (5.31%) Games
5 8 (3.86%) Telecoms
6 7 (3.38%) Banking
7 5 (2.42%) Automotive
7 5 (2.42%) German Language
8 3 (1.45%) Advertising
9 2 (0.97%) Electronics
10 1 (0.48%) Aerospace
10 1 (0.48%) Publishing
Job Titles
1 56 (27.05%) Developer
2 52 (25.12%) Data Scientist
3 22 (10.63%) Java Developer
4 18 (8.70%) Statistician
4 18 (8.70%) Research Engineer
5 16 (7.73%) Consultant
6 15 (7.25%) Architect
7 11 (5.31%) Analyst
8 10 (4.83%) Research Scientist
8 10 (4.83%) Big Data Developer
9 9 (4.35%) Digital Architect
9 9 (4.35%) Technical Architect
9 9 (4.35%) Data Analyst
10 8 (3.86%) Junior
10 8 (3.86%) Software Engineer
11 7 (3.38%) Graduate
11 7 (3.38%) Programmer
11 7 (3.38%) Junior Java Developer
11 7 (3.38%) Team Leader
11 7 (3.38%) Junior Developer
Libraries, Frameworks & Software Standards
1 25 (12.08%) HTML
2 22 (10.63%) HTML5
3 18 (8.70%) Cascading
4 14 (6.76%) AngularJS
4 14 (6.76%) jQuery
5 12 (5.80%) .NET
6 11 (5.31%) CSS
6 11 (5.31%) REST
7 7 (3.38%) Flash
8 6 (2.90%) Web Services
9 5 (2.42%) RESTful
10 4 (1.93%) Backbone.js
10 4 (1.93%) KnockoutJS
10 4 (1.93%) XML
10 4 (1.93%) JDBC
10 4 (1.93%) Spring
11 3 (1.45%) JSON
11 3 (1.45%) FIX Protocol
11 3 (1.45%) JMS
11 3 (1.45%) Middleware
Miscellaneous
1 54 (26.09%) Computer Science
2 38 (18.36%) Mathematics
3 23 (11.11%) Physics
4 21 (10.14%) Data Integration
5 15 (7.25%) Statistics
6 8 (3.86%) Artificial Intelligence
6 8 (3.86%) Digital Media
7 7 (3.38%) Enterprise Software
7 7 (3.38%) Mobile Payment
8 5 (2.42%) Management Information System
8 5 (2.42%) Visualisation
8 5 (2.42%) Social Media
9 4 (1.93%) Open Source
9 4 (1.93%) FMCG
9 4 (1.93%) Replication
9 4 (1.93%) Clustering
10 3 (1.45%) Derivative
10 3 (1.45%) Market Risk
11 2 (0.97%) Life Science
11 2 (0.97%) Internet of Things
Operating Systems
1 20 (9.66%) Linux
2 9 (4.35%) UNIX
3 5 (2.42%) Windows
4 3 (1.45%) VMS
5 1 (0.48%) Windows Server 2003
5 1 (0.48%) Windows Server 2008
5 1 (0.48%) Windows Server 2012
Processes & Methodologies
1 206 (99.52%) Analytics
2 68 (32.85%) Data Analytics
3 48 (23.19%) Data Modelling
4 32 (15.46%) Business Intelligence
5 30 (14.49%) MapReduce
6 26 (12.56%) ETL
7 22 (10.63%) Information Retrieval
8 21 (10.14%) Software Engineering
9 20 (9.66%) CRM
10 19 (9.18%) E-Commerce
10 19 (9.18%) Stakeholder Management
10 19 (9.18%) Data Management
10 19 (9.18%) Predictive Modelling
11 17 (8.21%) Machine Learning
11 17 (8.21%) Data Analysis
12 16 (7.73%) Agile Software Development
13 15 (7.25%) Business Development
14 14 (6.76%) Strategic Planning
14 14 (6.76%) OO
14 14 (6.76%) MVC
Programming Languages
1 64 (30.92%) Java
2 53 (25.60%) SQL
3 38 (18.36%) Scala
4 34 (16.43%) C++
5 30 (14.49%) R
6 26 (12.56%) C#
7 24 (11.59%) MATLAB
8 21 (10.14%) JavaScript
9 20 (9.66%) Python
10 10 (4.83%) PowerShell
11 7 (3.38%) ActionScript 3.0
11 7 (3.38%) ActionScript
11 7 (3.38%) PHP
12 5 (2.42%) Ruby
13 4 (1.93%) Clojure
14 3 (1.45%) Haskell
15 2 (0.97%) Erlang
16 1 (0.48%) Bash Shell
16 1 (0.48%) F#
16 1 (0.48%) Shell Script
Qualifications
1 66 (31.88%) Degree
2 28 (13.53%) PhD
3 3 (1.45%) MBA
3 3 (1.45%) Security Cleared
4 1 (0.48%) Six Sigma Black Belt
4 1 (0.48%) DV Cleared
System Software
1 3 (1.45%) Apache Flume
1 3 (1.45%) HDFS
2 1 (0.48%) Active Directory
2 1 (0.48%) VMware Infrastructure
Systems Management
1 10 (4.83%) Puppet
2 9 (4.35%) Opscode Chef
3 3 (1.45%) Oozie
4 1 (0.48%) OpenView
4 1 (0.48%) Unicenter
4 1 (0.48%) Tivoli
4 1 (0.48%) WSUS
4 1 (0.48%) CA Wily
Vendors
1 28 (13.53%) Oracle
2 12 (5.80%) Tableau
3 8 (3.86%) Facebook
3 8 (3.86%) Google
4 4 (1.93%) Greenplum
4 4 (1.93%) Percona
4 4 (1.93%) ParAccel
4 4 (1.93%) SAP
4 4 (1.93%) Apple
4 4 (1.93%) Teradata
4 4 (1.93%) Orchard
5 3 (1.45%) Actimize
6 2 (0.97%) Ab Initio
6 2 (0.97%) Informatica
6 2 (0.97%) Business Objects
6 2 (0.97%) Cognos
6 2 (0.97%) Vertica
6 2 (0.97%) MicroStrategy
7 1 (0.48%) Netezza
7 1 (0.48%) Twitter
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