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 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 683 792 876
Rank change year-on-year
+109 +84
Permanent jobs citing Big Data Analytics 205 145 94
As % of all permanent IT jobs located in England 0.22% 0.14% 0.085%
As % of the Processes & Methodologies category 0.25% 0.16% 0.099%
Number of salaries quoted 172 107 76
Median salary £65,000 £55,000 £57,500
Median salary % change year-on-year
+18.18% -4.34%
90% offered a salary of more than £47,500 £30,000 £32,500
10% offered a salary of more than £92,500 £95,000 £81,000
UK excluding London median salary £55,000 £39,300 £55,000
% change year-on-year
+39.94% -28.54%
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
80713 89877 95112
As % of all permanent IT jobs located in England 87.94% 86.72% 85.54%
Number of salaries quoted 68367 74330 77714
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £74,000 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 29 June 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 29 June 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 +24 121 £70,000 +27.27% 15
South East +70 42 £55,000 -8.33% 4
South West +29 21 £54,000 +86.20% 1
East of England - 7 £60,000 - 1
East Midlands - 6 £50,000 -
Yorkshire - 5 £55,000 -
North East - 2 £65,000 -
North West +27 1 £47,500 -56.81% 2
Big Data Analytics
UK

Big Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 29 June 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.

1 356 (100.00%) Big Data
2 354 (99.44%) Analytics
3 352 (98.88%) Data Analytics
4 179 (50.28%) Hadoop
5 164 (46.07%) Java
6 147 (41.29%) Python
7 130 (36.52%) SQL
8 99 (27.81%) NoSQL
9 92 (25.84%) Apache Spark
10 89 (25.00%) Agile Software Development
11 84 (23.60%) Visualisation
12 79 (22.19%) MongoDB
13 74 (20.79%) JavaScript
14 73 (20.51%) Amazon AWS
14 73 (20.51%) R
15 71 (19.94%) Machine Learning
15 71 (19.94%) Business Intelligence
16 70 (19.66%) Open Source
17 69 (19.38%) Apache Hive
18 67 (18.82%) Scala
19 65 (18.26%) Analytical Skills
20 62 (17.42%) Cloudera
21 60 (16.85%) Finance
22 57 (16.01%) Software Engineering
22 57 (16.01%) ETL
23 55 (15.45%) Mathematics
24 54 (15.17%) AngularJS
25 53 (14.89%) Data Visualisation
25 53 (14.89%) Computer Science
26 49 (13.76%) Oracle

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 92 (25.84%) Apache Spark
2 48 (13.48%) Apache Pig
3 37 (10.39%) SAS
4 17 (4.78%) Elasticsearch
5 8 (2.25%) Mule
6 4 (1.12%) Apache
7 3 (0.84%) ArcGIS
7 3 (0.84%) JBoss
8 2 (0.56%) Apache Solr
8 2 (0.56%) CMS
8 2 (0.56%) Tomcat
8 2 (0.56%) WebLogic
8 2 (0.56%) WebSphere
9 1 (0.28%) OpenStack
Applications
1 12 (3.37%) MS PowerPoint
2 11 (3.09%) MS Excel
3 5 (1.40%) GNU Octave
3 5 (1.40%) SPSS
4 1 (0.28%) MS Office
Cloud Services
1 73 (20.51%) Amazon AWS
2 38 (10.67%) Microsoft Azure
3 21 (5.90%) GitHub
4 12 (3.37%) Google Analytics
5 10 (2.81%) SaaS
6 6 (1.69%) Amazon EC2
7 5 (1.40%) AWS CloudFormation
8 4 (1.12%) Google Cloud Platform
9 3 (0.84%) AdWords
9 3 (0.84%) Cloud Computing
10 2 (0.56%) IaaS
10 2 (0.56%) PaaS
11 1 (0.28%) Amazon S3
Communications & Networking
1 25 (7.02%) Internet
2 16 (4.49%) Firewall
3 14 (3.93%) HTTP
4 8 (2.25%) WebEx
5 2 (0.56%) HTTPS
6 1 (0.28%) AMQP
6 1 (0.28%) DNS
6 1 (0.28%) LAN
6 1 (0.28%) Skype
6 1 (0.28%) SNMP
6 1 (0.28%) SSH
6 1 (0.28%) TCP/IP
6 1 (0.28%) VPN
6 1 (0.28%) WAN
6 1 (0.28%) WLAN
Database & Business Intelligence
1 356 (100.00%) Big Data
2 179 (50.28%) Hadoop
3 99 (27.81%) NoSQL
4 79 (22.19%) MongoDB
5 69 (19.38%) Apache Hive
6 45 (12.64%) MySQL
7 38 (10.67%) Apache Cassandra
8 35 (9.83%) SQL Server
9 33 (9.27%) Neo4j
10 31 (8.71%) QlikView
11 29 (8.15%) Data Mining
12 26 (7.30%) Relational Database
13 25 (7.02%) Amazon Redshift
13 25 (7.02%) Impala
14 24 (6.74%) Data Warehouse
15 21 (5.90%) Parquet
16 19 (5.34%) PostgreSQL
17 18 (5.06%) HBase
18 16 (4.49%) SQL Server Integration Services
19 15 (4.21%) Amazon DynamoDB
Development Applications
1 36 (10.11%) Jenkins
2 26 (7.30%) Git (software)
3 16 (4.49%) Vagrant
4 12 (3.37%) JIRA
5 11 (3.09%) Talend Open Studio
6 10 (2.81%) SQL Server Management Studio (SSMS)
7 8 (2.25%) Hudson
8 6 (1.69%) TeamCity
9 4 (1.12%) ERwin
10 2 (0.56%) Eclipse
10 2 (0.56%) JUnit
11 1 (0.28%) Appium
11 1 (0.28%) IntelliJ
11 1 (0.28%) Mocha
11 1 (0.28%) NetBeans
11 1 (0.28%) PhantomJS
11 1 (0.28%) Selenium
11 1 (0.28%) TestNG
11 1 (0.28%) YouTrack
General
1 60 (16.85%) Finance
2 33 (9.27%) Retail
3 31 (8.71%) Banking
4 26 (7.30%) Marketing
5 17 (4.78%) Advertising
6 16 (4.49%) Manufacturing
7 15 (4.21%) Games
8 12 (3.37%) Telecoms
9 8 (2.25%) Front Office
9 8 (2.25%) Law
10 6 (1.69%) Financial Institution
11 3 (0.84%) Publishing
12 2 (0.56%) Investment Banking
Job Titles
1 113 (31.74%) Developer
2 69 (19.38%) Data Scientist
3 45 (12.64%) Architect
4 44 (12.36%) Analyst
5 38 (10.67%) Big Data Developer
6 34 (9.55%) Data Analyst
7 32 (8.99%) Data Architect
8 30 (8.43%) Big Data Architect
9 29 (8.15%) Java Developer
10 24 (6.74%) Big Data Engineer
10 24 (6.74%) Data Engineer
11 23 (6.46%) Senior Developer
12 20 (5.62%) Consultant
12 20 (5.62%) Machine Learning Scientist
13 18 (5.06%) Software Developer
14 17 (4.78%) Big Data Manager
14 17 (4.78%) Senior Data Scientist
15 16 (4.49%) Analyst Developer
15 16 (4.49%) Big Data Consultant
15 16 (4.49%) Data Analytics Architect
Libraries, Frameworks & Software Standards
1 54 (15.17%) AngularJS
2 47 (13.20%) Node.js
3 43 (12.08%) XML
4 38 (10.67%) HTML
5 32 (8.99%) Middleware
6 30 (8.43%) jQuery
7 28 (7.87%) Spring
8 24 (6.74%) HTML5
8 24 (6.74%) Kafka
9 23 (6.46%) JSON
10 19 (5.34%) CSS
11 15 (4.21%) .NET
11 15 (4.21%) Hibernate
11 15 (4.21%) Spark Streaming
11 15 (4.21%) Web Services
12 13 (3.65%) Lucene
13 12 (3.37%) REST
14 11 (3.09%) ASP.NET
15 10 (2.81%) CSS3
16 9 (2.53%) Natural Language Processing
Miscellaneous
1 84 (23.60%) Visualisation
2 65 (18.26%) Analytical Skills
3 55 (15.45%) Mathematics
4 53 (14.89%) Computer Science
5 37 (10.39%) Statistics
6 28 (7.87%) Management Information System
7 22 (6.18%) Mobile App
8 20 (5.62%) Algorithms
9 19 (5.34%) Physics
10 17 (4.78%) Data Centre
10 17 (4.78%) Security Operations Centre
11 16 (4.49%) Online Banking
12 15 (4.21%) Cybercrime
13 12 (3.37%) User Experience
14 9 (2.53%) Cyberthreat
15 8 (2.25%) Internet of Things
15 8 (2.25%) PKI
15 8 (2.25%) Virtual Team
16 6 (1.69%) Cyber Attack
17 5 (1.40%) Enterprise Software
Operating Systems
1 48 (13.48%) Linux
2 32 (8.99%) Windows
3 28 (7.87%) Android
4 18 (5.06%) Unix
5 16 (4.49%) Mac OS X
6 13 (3.65%) Apple iOS
7 4 (1.12%) Windows Mobile
8 2 (0.56%) CentOS
8 2 (0.56%) Ubuntu
Processes & Methodologies
1 354 (99.44%) Analytics
2 352 (98.88%) Data Analytics
3 89 (25.00%) Agile Software Development
4 71 (19.94%) Business Intelligence
4 71 (19.94%) Machine Learning
5 70 (19.66%) Open Source
6 57 (16.01%) ETL
6 57 (16.01%) Software Engineering
7 53 (14.89%) Data Visualisation
8 45 (12.64%) MapReduce
9 42 (11.80%) DevOps
10 41 (11.52%) Data Management
11 37 (10.39%) TDD
12 36 (10.11%) Statistical Analysis
13 35 (9.83%) Mentoring
14 31 (8.71%) Project Management
14 31 (8.71%) TOGAF
15 30 (8.43%) E-Commerce
15 30 (8.43%) Predictive Modelling
16 29 (8.15%) Continuous Integration
Programming Languages
1 164 (46.07%) Java
2 147 (41.29%) Python
3 130 (36.52%) SQL
4 74 (20.79%) JavaScript
5 73 (20.51%) R
6 67 (18.82%) Scala
7 42 (11.80%) C#
8 30 (8.43%) C
9 26 (7.30%) Ruby
10 24 (6.74%) C++
11 18 (5.06%) MATLAB
12 16 (4.49%) PowerShell
13 15 (4.21%) VBA
14 12 (3.37%) T-SQL
15 11 (3.09%) Clojure
16 9 (2.53%) Groovy
17 8 (2.25%) Perl
18 6 (1.69%) PL/SQL
19 3 (0.84%) Shell Script
20 2 (0.56%) PHP
Qualifications
1 45 (12.64%) Degree
2 38 (10.67%) PhD
3 37 (10.39%) Security Cleared
4 20 (5.62%) SC Cleared
5 16 (4.49%) (ISC)2 CCSP
5 16 (4.49%) CCSP
5 16 (4.49%) Cisco Certification
5 16 (4.49%) CISSP
5 16 (4.49%) SANS
6 15 (4.21%) DV Cleared
7 10 (2.81%) PMI Certification
7 10 (2.81%) PMP
8 3 (0.84%) MBA
9 2 (0.56%) Postgraduate
10 1 (0.28%) MCITP
10 1 (0.28%) MCSE
10 1 (0.28%) Microsoft Certification
Quality Assurance & Compliance
1 21 (5.90%) QA
2 11 (3.09%) Data Quality
System Software
1 30 (8.43%) HDFS
2 23 (6.46%) Docker
3 16 (4.49%) VMware Infrastructure
4 10 (2.81%) Apache Flume
5 9 (2.53%) Hyper-V
5 9 (2.53%) Virtual Machines
6 4 (1.12%) VirtualBox
7 2 (0.56%) Apache ZooKeeper
Systems Management
1 23 (6.46%) Puppet
2 15 (4.21%) Hadoop YARN
3 6 (1.69%) Packer
4 5 (1.40%) HAProxy
4 5 (1.40%) Oozie
5 2 (0.56%) Ambari
5 2 (0.56%) Opscode Chef
6 1 (0.28%) Ansible
6 1 (0.28%) EnCase
6 1 (0.28%) Nagios
6 1 (0.28%) ZABBIX
Vendors
1 62 (17.42%) Cloudera
2 49 (13.76%) Oracle
3 45 (12.64%) Hortonworks
4 43 (12.08%) Tableau
5 33 (9.27%) IBM
6 26 (7.30%) MuleSoft
7 19 (5.34%) Google
8 17 (4.78%) TIBCO
9 16 (4.49%) Greenplum
9 16 (4.49%) VMware
10 11 (3.09%) Informatica
10 11 (3.09%) Talend
11 8 (2.25%) AppDynamics
11 8 (2.25%) Cognos
12 7 (1.97%) Microsoft
12 7 (1.97%) MicroStrategy
13 6 (1.69%) ArcSight
13 6 (1.69%) HP
13 6 (1.69%) Teradata
14 4 (1.12%) Splunk
Birmingham, West Midlands (County)
PwC
Salary: Competitive + Benefits
Posted: 20 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000 and strong package
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
Salford, Lancashire
Raytheon
Posted: Yesterday
Manchester, Lancashire
Energon People
Salary: £60000.00 - £80000.00 per annum + benefits + bonus
Posted: 2 days ago
City of London
Energon Global
Salary: £60000.00 - £80000.00 per annum + benefits + bonus
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 2 days ago
London
Colston Consulting
Salary: £60000 - £100000 per annum, Benefits 17% salary uplift - 6% pension -
Posted: 4 days ago
London
Computer Futures
Salary: £80000 - £85000 per annum + Double OTE
Posted: 7 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 7 days ago
Gloucester, Gloucestershire
Raytheon
Posted: 5 days ago
City of London
Lawrence Harvey
Salary: £40000.00 - £70000 per annum + bonus + Benefits
Posted: 7 days ago
Oxford
Client Server
Salary: £50,000 to £60,000 + benefits
Posted: 8 days ago
Buckingham
Computer Futures
Salary: £65000 - £700000 per annum + Double OTE
Posted: 26 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 14 days ago
South West London
Denodo Technologies Limited
Salary: From £30,000 to £45,000 per annum
Posted: 12 days ago
London
Computer Futures
Salary: £75000 - £85000 per annum + Double OTE
Posted: 21 days ago
Oxford
Client Server
Salary: £50,000 to £60,000 + benefits
Posted: 14 days ago
Oxford
Client Server
Salary: £50k to £60k + benefits
Posted: 23 days ago
London
Client Server
Salary: £85,000 to £100,000 + benefits
Posted: 21 days ago
City, London
CGI
Salary: benefits
Posted: 22 days ago