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 salaries offered in IT jobs that have cited Big Data Analytics over the 3 months to 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 698 808 883
Rank change year-on-year
+110 +75
Permanent jobs citing Big Data Analytics 210 135 88
As % of all permanent IT jobs located in England 0.23% 0.13% 0.080%
As % of the Processes & Methodologies category 0.26% 0.15% 0.094%
Number of salaries quoted 164 95 72
Median salary £60,000 £60,000 £60,000
90% offered a salary of more than £43,250 £30,000 £40,000
10% offered a salary of more than £92,500 £90,000 £100,000
UK excluding London median salary £55,000 £42,500 £57,500
% change year-on-year
+29.41% -26.08%
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
80646 89525 93503
As % of all permanent IT jobs located in England 88.05% 87.40% 85.42%
Number of salaries quoted 68182 74401 75355
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £80,000 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Big Data Analytics
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Big Data Analytics as a proportion of all IT jobs with a match in 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 25 August 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 median salaries quoted in IT jobs citing Big Data Analytics within the England 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +81 120 £70,000 +16.66% 7
South East +64 51 £55,000 +6.79% 3
South West +11 14 £54,000 +8.00% 2
East of England +37 13 £55,000 +29.41%
Yorkshire +33 6 £60,000 +75.18%
East Midlands - 3 £50,000 -
North East - 2 £65,000 -
North West +16 1 £47,500 +18.75% 2
Big Data Analytics
UK

Big Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 25 August 2016, IT jobs citing Big Data Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Big Data Analytics.

1 385 (100.00%) Big Data
2 380 (98.70%) Analytics
3 379 (98.44%) Data Analytics
4 166 (43.12%) Python
5 161 (41.82%) Hadoop
6 152 (39.48%) Java
7 129 (33.51%) SQL
8 107 (27.79%) NoSQL
9 100 (25.97%) Agile Software Development
10 93 (24.16%) Apache Spark
11 87 (22.60%) Visualisation
12 81 (21.04%) Software Engineering
13 78 (20.26%) Amazon AWS
14 77 (20.00%) MongoDB
15 76 (19.74%) Finance
16 75 (19.48%) JavaScript
16 75 (19.48%) Machine Learning
17 73 (18.96%) Business Intelligence
18 72 (18.70%) R
19 69 (17.92%) Scala
20 67 (17.40%) Analytical Skills
21 64 (16.62%) Apache Hive
21 64 (16.62%) Open Source
22 63 (16.36%) Computer Science
23 61 (15.84%) Mathematics
24 59 (15.32%) Cloudera
24 59 (15.32%) Oracle
25 58 (15.06%) AngularJS
25 58 (15.06%) Degree
26 55 (14.29%) ETL

Big Data Analytics
Top Related IT Skills in England 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 93 (24.16%) Apache Spark
2 44 (11.43%) Apache Pig
3 38 (9.87%) SAS
4 22 (5.71%) Elasticsearch
5 7 (1.82%) Apache Solr
6 6 (1.56%) Apache
6 6 (1.56%) JBoss
7 5 (1.30%) ArcGIS
8 2 (0.52%) CMS
8 2 (0.52%) Tomcat
8 2 (0.52%) WebLogic
8 2 (0.52%) WebSphere
9 1 (0.26%) Facebook Platform
Applications
1 13 (3.38%) MS Excel
2 8 (2.08%) MS PowerPoint
2 8 (2.08%) SPSS
3 5 (1.30%) GNU Octave
4 4 (1.04%) MS Office
5 1 (0.26%) Stata
Business Applications
1 1 (0.26%) Cognos TM1
Cloud Services
1 78 (20.26%) Amazon AWS
2 37 (9.61%) Microsoft Azure
3 26 (6.75%) GitHub
4 20 (5.19%) IBM Cloud
5 13 (3.38%) Google Analytics
6 5 (1.30%) Amazon EC2
6 5 (1.30%) Cloud Computing
6 5 (1.30%) SaaS
7 4 (1.04%) AdWords
7 4 (1.04%) AWS CloudFormation
7 4 (1.04%) IaaS
7 4 (1.04%) PaaS
8 3 (0.78%) Google Cloud Platform
9 2 (0.52%) iTunes
10 1 (0.26%) Amazon Kinesis
10 1 (0.26%) Amazon S3
10 1 (0.26%) AWS Lambda
Communications & Networking
1 36 (9.35%) Internet
2 24 (6.23%) HTTP
3 21 (5.45%) Firewall
4 1 (0.26%) AMQP
4 1 (0.26%) DNS
4 1 (0.26%) Network Security
4 1 (0.26%) Skype
4 1 (0.26%) SNMP
4 1 (0.26%) SSH
4 1 (0.26%) TCP/IP
4 1 (0.26%) VPN
Database & Business Intelligence
1 385 (100.00%) Big Data
2 161 (41.82%) Hadoop
3 107 (27.79%) NoSQL
4 77 (20.00%) MongoDB
5 64 (16.62%) Apache Hive
6 51 (13.25%) MySQL
7 43 (11.17%) SQL Server
8 42 (10.91%) Apache Cassandra
9 34 (8.83%) Relational Database
10 33 (8.57%) Neo4j
11 30 (7.79%) QlikView
12 25 (6.49%) Amazon Redshift
13 24 (6.23%) Data Mining
14 23 (5.97%) Data Warehouse
15 22 (5.71%) Impala
16 21 (5.45%) Parquet
16 21 (5.45%) PostgreSQL
17 18 (4.68%) Voldemort
18 15 (3.90%) Pentaho
18 15 (3.90%) SQL Server Integration Services
Development Applications
1 28 (7.27%) Git (software)
2 26 (6.75%) Jenkins
3 16 (4.16%) Vagrant
4 11 (2.86%) NUnit
4 11 (2.86%) Ranorex
4 11 (2.86%) Rhino Mocks
4 11 (2.86%) Team Foundation Server
5 8 (2.08%) SQL Server Management Studio (SSMS)
5 8 (2.08%) Talend Open Studio
6 3 (0.78%) JIRA
6 3 (0.78%) TeamCity
7 2 (0.52%) Eclipse
7 2 (0.52%) ERwin
7 2 (0.52%) JUnit
8 1 (0.26%) IntelliJ
8 1 (0.26%) Mocha
8 1 (0.26%) NetBeans
8 1 (0.26%) Selenium
8 1 (0.26%) TestNG
8 1 (0.26%) YouTrack
General
1 76 (19.74%) Finance
2 35 (9.09%) Banking
3 32 (8.31%) Marketing
4 30 (7.79%) Retail
5 21 (5.45%) Advertising
6 13 (3.38%) Manufacturing
7 10 (2.60%) Games
8 8 (2.08%) Financial Institution
9 7 (1.82%) Front Office
10 6 (1.56%) Telecoms
11 4 (1.04%) Law
12 3 (0.78%) Investment Banking
12 3 (0.78%) Publishing
13 1 (0.26%) Electronics
13 1 (0.26%) French Language
Job Titles
1 125 (32.47%) Developer
2 71 (18.44%) Data Scientist
3 39 (10.13%) Analyst
3 39 (10.13%) Architect
4 34 (8.83%) Data Architect
5 32 (8.31%) Java Developer
6 30 (7.79%) Big Data Developer
7 27 (7.01%) Big Data Architect
7 27 (7.01%) Data Analyst
8 26 (6.75%) Consultant
9 25 (6.49%) Senior Developer
10 23 (5.97%) Software Developer
11 21 (5.45%) Data Engineer
11 21 (5.45%) Machine Learning Scientist
12 19 (4.94%) Senior Data Scientist
13 18 (4.68%) Big Data Engineer
14 17 (4.42%) Data Consultant
15 16 (4.16%) Big Data Consultant
15 16 (4.16%) Data Analytics Architect
16 15 (3.90%) C# Developer
Libraries, Frameworks & Software Standards
1 58 (15.06%) AngularJS
2 42 (10.91%) HTML
2 42 (10.91%) Node.js
3 39 (10.13%) Middleware
4 37 (9.61%) jQuery
5 36 (9.35%) XML
6 29 (7.53%) Spring
7 28 (7.27%) CSS
8 26 (6.75%) .NET
9 25 (6.49%) Kafka
10 22 (5.71%) Hibernate
10 22 (5.71%) HTML5
11 21 (5.45%) JSON
12 18 (4.68%) Apache Camel
13 17 (4.42%) Lucene
14 16 (4.16%) CSS3
14 16 (4.16%) Spark Streaming
15 15 (3.90%) REST
16 14 (3.64%) D3.js
16 14 (3.64%) Java EE
Miscellaneous
1 87 (22.60%) Visualisation
2 67 (17.40%) Analytical Skills
3 63 (16.36%) Computer Science
4 61 (15.84%) Mathematics
5 52 (13.51%) Statistics
6 40 (10.39%) Management Information System
7 35 (9.09%) Algorithms
8 29 (7.53%) Mobile App
9 28 (7.27%) Data Centre
10 21 (5.45%) Online Banking
10 21 (5.45%) Security Operations Centre
11 19 (4.94%) Cybercrime
12 17 (4.42%) Physics
13 14 (3.64%) PKI
14 13 (3.38%) User Experience
15 12 (3.12%) Internet of Things
16 9 (2.34%) Enterprise Software
17 8 (2.08%) Virtual Team
18 7 (1.82%) Social Media
19 6 (1.56%) BBC
Operating Systems
1 47 (12.21%) Linux
2 33 (8.57%) Windows
3 26 (6.75%) Android
4 21 (5.45%) Mac OS X
5 15 (3.90%) Apple iOS
6 12 (3.12%) Unix
7 5 (1.30%) CentOS
7 5 (1.30%) Ubuntu
8 4 (1.04%) Windows Mobile
Processes & Methodologies
1 380 (98.70%) Analytics
2 379 (98.44%) Data Analytics
3 100 (25.97%) Agile Software Development
4 81 (21.04%) Software Engineering
5 75 (19.48%) Machine Learning
6 73 (18.96%) Business Intelligence
7 64 (16.62%) Open Source
8 55 (14.29%) ETL
9 54 (14.03%) Data Visualisation
10 45 (11.69%) MapReduce
10 45 (11.69%) Scrum
11 44 (11.43%) DevOps
12 40 (10.39%) TDD
13 39 (10.13%) Statistical Analysis
14 38 (9.87%) Mentoring
15 35 (9.09%) Data Management
16 33 (8.57%) Continuous Integration
16 33 (8.57%) Data Analysis
17 32 (8.31%) Predictive Modelling
18 29 (7.53%) TOGAF
Programming Languages
1 166 (43.12%) Python
2 152 (39.48%) Java
3 129 (33.51%) SQL
4 75 (19.48%) JavaScript
5 72 (18.70%) R
6 69 (17.92%) Scala
7 46 (11.95%) C#
8 37 (9.61%) Ruby
9 26 (6.75%) C
9 26 (6.75%) C++
10 21 (5.45%) PowerShell
11 18 (4.68%) Perl
12 16 (4.16%) VBA
13 14 (3.64%) MATLAB
14 9 (2.34%) PL/SQL
15 8 (2.08%) T-SQL
16 7 (1.82%) Clojure
17 4 (1.04%) Bash Shell
17 4 (1.04%) Jython
17 4 (1.04%) Shell Script
Qualifications
1 58 (15.06%) Degree
2 41 (10.65%) Security Cleared
3 32 (8.31%) PhD
4 22 (5.71%) Cisco Certification
5 21 (5.45%) (ISC)2 CCSP
5 21 (5.45%) CCSP
5 21 (5.45%) CISSP
5 21 (5.45%) SANS
5 21 (5.45%) SC Cleared
6 10 (2.60%) DV Cleared
7 7 (1.82%) PMI Certification
7 7 (1.82%) PMP
8 2 (0.52%) Postgraduate
9 1 (0.26%) CCNA
9 1 (0.26%) MCITP
9 1 (0.26%) MCSE
9 1 (0.26%) Microsoft Certification
Quality Assurance & Compliance
1 24 (6.23%) QA
2 11 (2.86%) Data Quality
3 2 (0.52%) SDET
System Software
1 33 (8.57%) HDFS
2 21 (5.45%) Docker
3 16 (4.16%) VMware Infrastructure
4 12 (3.12%) Hyper-V
4 12 (3.12%) Virtual Machines
5 5 (1.30%) Apache Flume
6 3 (0.78%) VirtualBox
7 1 (0.26%) Apache ZooKeeper
Systems Management
1 25 (6.49%) Puppet
2 20 (5.19%) Hadoop YARN
3 11 (2.86%) HP Quality Center
4 4 (1.04%) HAProxy
4 4 (1.04%) Nagios
4 4 (1.04%) Opscode Chef
5 3 (0.78%) Ansible
5 3 (0.78%) Packer
5 3 (0.78%) ZABBIX
6 2 (0.52%) Ambari
6 2 (0.52%) Graphite
6 2 (0.52%) Oozie
6 2 (0.52%) Salt
7 1 (0.26%) EnCase
7 1 (0.26%) Ganglia
7 1 (0.26%) Zenoss
Vendors
1 59 (15.32%) Cloudera
1 59 (15.32%) Oracle
2 45 (11.69%) Hortonworks
3 42 (10.91%) Tableau
4 40 (10.39%) IBM
5 22 (5.71%) MuleSoft
6 20 (5.19%) Microsoft
7 18 (4.68%) Google
8 16 (4.16%) VMware
9 15 (3.90%) TIBCO
10 11 (2.86%) MicroStrategy
11 9 (2.34%) Cognos
12 8 (2.08%) Informatica
12 8 (2.08%) Talend
13 7 (1.82%) ArcSight
13 7 (1.82%) Greenplum
14 6 (1.56%) HP
15 5 (1.30%) ESRI
15 5 (1.30%) Salesforce.com
15 5 (1.30%) SAP
London
Computer Futures
Salary: £100000 - £135000 per annum + Double OTE
Posted: 6 hours ago
City, London
Software Personnel International Ltd
Salary: From £60,000 to £75,000 per annum
Posted: 2 hours ago
Reading
Computer Futures
Salary: £120000 - £130000 per annum + Double OTE
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: Up to £95,000 + package
Posted: 23 hours ago
City, London
Software Personnel International Ltd
Salary: From £60,000 to £75,000 per annum
Posted: 22 hours ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: Yesterday
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: Yesterday
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 6 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 7 days ago
London
Robert Walters UK
Posted: 21 days ago
Egham
Recruitment Genius Ltd
Salary: £25000 - £35000 per annum
Posted: 23 days ago
Oxford
Client Server
Salary: £50000 - £60000 per annum + benefits
Posted: 20 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 23 days ago