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 30 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
30 Apr 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 757 784 887
Rank change year-on-year
+27 +103
Permanent jobs citing Big Data Analytics 176 155 90
As % of all permanent IT jobs located in England 0.18% 0.15% 0.081%
As % of the Processes & Methodologies category 0.21% 0.17% 0.094%
Number of salaries quoted 145 117 82
Average salary £65,000 £50,000 £60,000
Average salary % change year-on-year
+30.00% -16.66%
90% offered a salary of more than £47,500 £40,000 £32,500
10% offered a salary of more than £90,000 £85,000 £82,500
UK excluding London average salary £54,000 £55,000 £65,000
% change year-on-year
-1.81% -15.38%
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
84807 88626 95372
As % of all permanent IT jobs located in England 87.67% 85.87% 85.39%
Number of salaries quoted 71270 72374 77544
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £31,000
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 30 April 2016.

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 30 April 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
(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 -3 107 £70,000 +40.00% 19
South East +39 26 £60,000 - 4
South West +8 20 £54,000 +83.05% 7
East of England - 14 £60,000 - 1
Yorkshire - 8 £42,500 -
North West +25 1 £65,000 -40.90%
Big Data Analytics
UK

Big Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 30 April 2016, 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.

1 312 (100.00%) Big Data
2 311 (99.68%) Analytics
3 305 (97.76%) Data Analytics
4 168 (53.85%) Hadoop
5 146 (46.79%) Java
6 108 (34.62%) SQL
7 107 (34.29%) Python
8 85 (27.24%) NoSQL
9 84 (26.92%) MongoDB
10 80 (25.64%) Visualisation
11 77 (24.68%) Agile Software Development
12 72 (23.08%) Business Intelligence
12 72 (23.08%) Apache Spark
13 65 (20.83%) Analytical Skills
13 65 (20.83%) ETL
14 62 (19.87%) Degree
15 58 (18.59%) Oracle
15 58 (18.59%) JavaScript
16 57 (18.27%) Computer Science
16 57 (18.27%) R
17 55 (17.63%) Open Source
18 54 (17.31%) Apache Hive
19 52 (16.67%) Linux
20 51 (16.35%) Scala
21 47 (15.06%) MySQL
21 47 (15.06%) Mathematics
21 47 (15.06%) AngularJS
21 47 (15.06%) Cloudera
21 47 (15.06%) Machine Learning
21 47 (15.06%) DevOps

Big Data Analytics
Top Related IT Skills in England by Category

For the 6 months to 30 April 2016, 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 72 (23.08%) Apache Spark
2 43 (13.78%) Node.js
3 33 (10.58%) Apache Pig
4 31 (9.94%) SAS
5 15 (4.81%) Mule
6 12 (3.85%) Elasticsearch
7 4 (1.28%) Apache
8 3 (0.96%) CMS
9 2 (0.64%) JBoss
9 2 (0.64%) Tomcat
9 2 (0.64%) WebLogic
9 2 (0.64%) WebSphere
10 1 (0.32%) OpenStack
10 1 (0.32%) SharePoint Server
Applications
1 16 (5.13%) MS PowerPoint
2 13 (4.17%) MS Excel
3 7 (2.24%) SPSS
4 4 (1.28%) GNU Octave
5 1 (0.32%) MS Office
Cloud Services
1 46 (14.74%) Amazon AWS
2 22 (7.05%) Microsoft Azure
3 18 (5.77%) GitHub
4 17 (5.45%) SaaS
5 7 (2.24%) Google Analytics
6 6 (1.92%) Cloud Computing
7 4 (1.28%) Amazon EC2
8 3 (0.96%) AWS CloudFormation
9 2 (0.64%) AdWords
9 2 (0.64%) IaaS
9 2 (0.64%) PaaS
10 1 (0.32%) Amazon S3
10 1 (0.32%) Google Cloud Platform
Communications & Networking
1 15 (4.81%) WebEx
2 8 (2.56%) Bluetooth
2 8 (2.56%) Wi-Fi
2 8 (2.56%) Wireless
3 6 (1.92%) HTTP
4 2 (0.64%) HTTPS
4 2 (0.64%) Internet
4 2 (0.64%) TCP/IP
4 2 (0.64%) Unified Communications
5 1 (0.32%) AMQP
5 1 (0.32%) DNS
5 1 (0.32%) Kerberos
5 1 (0.32%) LAN
5 1 (0.32%) SNMP
5 1 (0.32%) SSH
5 1 (0.32%) VPN
5 1 (0.32%) WAN
5 1 (0.32%) WLAN
Database & Business Intelligence
1 312 (100.00%) Big Data
2 168 (53.85%) Hadoop
3 85 (27.24%) NoSQL
4 84 (26.92%) MongoDB
5 54 (17.31%) Apache Hive
6 47 (15.06%) MySQL
7 42 (13.46%) SQL Server
8 36 (11.54%) Apache Cassandra
9 34 (10.90%) Data Warehouse
10 32 (10.26%) Neo4j
11 27 (8.65%) Data Mining
12 22 (7.05%) PostgreSQL
12 22 (7.05%) QlikView
13 20 (6.41%) HBase
14 18 (5.77%) Impala
14 18 (5.77%) SQL Server Integration Services
15 17 (5.45%) Pentaho
16 16 (5.13%) SQL Server Analysis Services
17 15 (4.81%) Redis
18 14 (4.49%) Amazon Redshift
Development Applications
1 41 (13.14%) Jenkins
2 25 (8.01%) JIRA
3 21 (6.73%) Talend Open Studio
4 16 (5.13%) Git (software)
5 15 (4.81%) Hudson
6 10 (3.21%) SQL Server Management Studio (SSMS)
6 10 (3.21%) Vagrant
7 7 (2.24%) JUnit
8 6 (1.92%) TeamCity
9 5 (1.60%) Checkstyle
9 5 (1.60%) ERwin
9 5 (1.60%) FindBugs
9 5 (1.60%) JIRA Agile
9 5 (1.60%) Oracle APEX
9 5 (1.60%) Subversion
9 5 (1.60%) Toad
10 2 (0.64%) Eclipse
10 2 (0.64%) Selenium
11 1 (0.32%) Mocha
11 1 (0.32%) TestNG
General
1 43 (13.78%) Retail
2 39 (12.50%) Finance
3 23 (7.37%) Banking
4 22 (7.05%) Marketing
5 19 (6.09%) Telecoms
6 17 (5.45%) Games
7 11 (3.53%) Advertising
7 11 (3.53%) Manufacturing
8 9 (2.88%) Law
9 7 (2.24%) Front Office
10 4 (1.28%) Financial Institution
11 2 (0.64%) Investment Banking
11 2 (0.64%) Legal
11 2 (0.64%) Pharmaceutical
12 1 (0.32%) Electronics
Job Titles
1 79 (25.32%) Developer
2 64 (20.51%) Data Scientist
3 60 (19.23%) Architect
4 49 (15.71%) Analyst
5 45 (14.42%) Data Analyst
6 36 (11.54%) Big Data Developer
7 31 (9.94%) Data Architect
8 29 (9.29%) Big Data Architect
9 25 (8.01%) Big Data Engineer
10 22 (7.05%) Big Data Analyst
11 21 (6.73%) Big Data Manager
12 20 (6.41%) Consultant
12 20 (6.41%) Data Engineer
12 20 (6.41%) Java Developer
13 18 (5.77%) Analytics Manager
13 18 (5.77%) Big Data Consultant
13 18 (5.77%) Data Analytics Architect
13 18 (5.77%) Data Consultant
14 17 (5.45%) Senior Manager
14 17 (5.45%) Technical Architect
Libraries, Frameworks & Software Standards
1 47 (15.06%) AngularJS
2 41 (13.14%) XML
3 35 (11.22%) Spring
4 31 (9.94%) HTML
5 30 (9.62%) HTML5
6 25 (8.01%) Middleware
7 17 (5.45%) jQuery
8 16 (5.13%) Hibernate
9 15 (4.81%) JSON
9 15 (4.81%) Kafka
10 13 (4.17%) Twitter Bootstrap
11 11 (3.53%) Spark Streaming
12 10 (3.21%) Spring XD
12 10 (3.21%) Web Services
12 10 (3.21%) XSD
13 9 (2.88%) CSS
13 9 (2.88%) REST
13 9 (2.88%) Struts
14 8 (2.56%) CSS3
15 7 (2.24%) .NET
Miscellaneous
1 80 (25.64%) Visualisation
2 65 (20.83%) Analytical Skills
3 57 (18.27%) Computer Science
4 47 (15.06%) Mathematics
5 28 (8.97%) Algorithms
6 25 (8.01%) Statistics
7 15 (4.81%) Data Integration
8 13 (4.17%) Cybercrime
8 13 (4.17%) Data Conversion
8 13 (4.17%) Public Cloud
9 12 (3.85%) Mobile App
9 12 (3.85%) Physics
10 11 (3.53%) Management Information System
11 9 (2.88%) Cyberthreat
12 7 (2.24%) Data Centre
12 7 (2.24%) Video on Demand
13 6 (1.92%) Cyber Attack
13 6 (1.92%) PMI
13 6 (1.92%) User Experience
14 5 (1.60%) PKI
Operating Systems
1 52 (16.67%) Linux
2 31 (9.94%) Unix
3 27 (8.65%) Android
4 16 (5.13%) Apple iOS
5 14 (4.49%) Windows
6 2 (0.64%) Windows Mobile
7 1 (0.32%) CentOS
7 1 (0.32%) Oracle Linux
7 1 (0.32%) Ubuntu
Processes & Methodologies
1 311 (99.68%) Analytics
2 305 (97.76%) Data Analytics
3 77 (24.68%) Agile Software Development
4 72 (23.08%) Business Intelligence
5 65 (20.83%) ETL
6 55 (17.63%) Open Source
7 47 (15.06%) DevOps
7 47 (15.06%) Machine Learning
8 43 (13.78%) Data Visualisation
9 41 (13.14%) Software Engineering
10 39 (12.50%) Data Management
11 38 (12.18%) TDD
12 32 (10.26%) TOGAF
13 31 (9.94%) Presales
14 27 (8.65%) Project Management
15 26 (8.33%) Continuous Integration
16 25 (8.01%) MapReduce
17 24 (7.69%) Data Modelling
17 24 (7.69%) E-Commerce
17 24 (7.69%) SOA
Programming Languages
1 146 (46.79%) Java
2 108 (34.62%) SQL
3 107 (34.29%) Python
4 58 (18.59%) JavaScript
5 57 (18.27%) R
6 51 (16.35%) Scala
7 39 (12.50%) C#
8 35 (11.22%) C++
9 32 (10.26%) C
10 16 (5.13%) Groovy
10 16 (5.13%) Ruby
11 15 (4.81%) T-SQL
12 14 (4.49%) MATLAB
13 10 (3.21%) PL/SQL
14 9 (2.88%) Clojure
15 6 (1.92%) Shell Script
16 5 (1.60%) VBA
17 4 (1.28%) Perl
18 3 (0.96%) PHP
19 2 (0.64%) Bash Shell
Qualifications
1 62 (19.87%) Degree
2 34 (10.90%) PhD
3 27 (8.65%) Security Cleared
4 14 (4.49%) SC Cleared
5 12 (3.85%) MBA
6 11 (3.53%) DV Cleared
7 6 (1.92%) PMI Certification
7 6 (1.92%) PMP
8 5 (1.60%) Oracle Certification
9 2 (0.64%) Postgraduate
10 1 (0.32%) MCITP
10 1 (0.32%) MCSE
10 1 (0.32%) Microsoft Certification
10 1 (0.32%) Six Sigma Black Belt
Quality Assurance & Compliance
1 16 (5.13%) QA
2 9 (2.88%) Data Quality
System Software
1 21 (6.73%) HDFS
2 16 (5.13%) Docker
2 16 (5.13%) VMware Infrastructure
3 9 (2.88%) Apache Flume
4 6 (1.92%) Hyper-V
5 3 (0.96%) VirtualBox
6 2 (0.64%) Apache ZooKeeper
Systems Management
1 21 (6.73%) Puppet
2 6 (1.92%) Packer
3 5 (1.60%) Hadoop YARN
4 4 (1.28%) Oozie
5 3 (0.96%) HAProxy
6 2 (0.64%) Ambari
6 2 (0.64%) Opscode Chef
6 2 (0.64%) QRadar
7 1 (0.32%) Ansible
7 1 (0.32%) Nagios
7 1 (0.32%) ZABBIX
Vendors
1 58 (18.59%) Oracle
2 47 (15.06%) Cloudera
3 36 (11.54%) Hortonworks
4 32 (10.26%) Tableau
5 23 (7.37%) Greenplum
5 23 (7.37%) MuleSoft
6 21 (6.73%) Talend
7 17 (5.45%) VMware
8 16 (5.13%) IBM
8 16 (5.13%) Splunk
9 15 (4.81%) AppDynamics
9 15 (4.81%) Informatica
10 13 (4.17%) Cognos
10 13 (4.17%) Microsoft
10 13 (4.17%) TIBCO
11 12 (3.85%) Google
12 8 (2.56%) ArcSight
13 7 (2.24%) Netezza
14 6 (1.92%) HP
14 6 (1.92%) MapR
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