The table below looks at the statistics for Big Data Analytics skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Big Data Analytics over the 3 months to 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 695 841 889
Rank change year-on-year
+146 +48
Permanent jobs citing Big Data Analytics 220 139 82
As % of all permanent IT jobs located in the UK 0.23% 0.13% 0.071%
As % of the Processes & Methodologies category 0.26% 0.14% 0.084%
Number of salaries quoted 164 99 67
Median salary £60,000 £60,000 £60,000
90% offered a salary of more than £41,500 £30,000 £39,250
10% offered a salary of more than £92,500 £90,000 £100,000
UK excluding London median salary £55,000 £47,500 £57,500
% change year-on-year
+15.78% -17.39%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
85855 95974 97941
As % of all permanent IT jobs located in the UK 88.07% 87.57% 85.32%
Number of salaries quoted 71776 79089 78169
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £30,500
10% offered a salary of more than £77,500 £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

The demand trend of job ads 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 the UK

Big Data Analytics
Salary Trend

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

Big Data Analytics Salary Trend in the UK

Big Data Analytics
Salary Histogram

This chart provides a salary histogram for IT jobs citing Big Data Analytics over the 3 months to 31 August 2016 within the UK.

Big Data Analytics Salary Histogram in the UK

Big Data Analytics
Top 30 Job Locations

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 UK over the 3 months to 31 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
England +110 208 £60,000 - 21
London +38 121 £70,000 +16.66% 10
South East +62 46 £55,000 +6.79% 4
East of England +30 15 £55,000 +29.41% 1
South West +2 15 £54,000 +8.00% 3
Cambridgeshire - 15 £55,000 -
Gloucestershire +1 14 £54,000 - 3
City of London +63 13 £55,000 -8.33% 5
Berkshire +14 11 £60,000 -7.69% 2
Cambridge - 8 £55,000 -
Yorkshire +20 6 £60,000 +75.18%
Hampshire +15 6 £80,000 +61.61%
Oxfordshire - 6 £55,000 - 1
Buckinghamshire - 6 £30,000 -
Milton Keynes - 6 £30,000 -
West Yorkshire - 6 £60,000 -
Gloucester - 6 £53,750 - 3
Reading - 4 £45,000 - 1
Oxford - 4 £55,000 - 1
Portsmouth +11 3 £80,000 +61.61%
Newbury +1 3 £60,000 -7.69%
Slough - 3 £52,500 -
Brighton - 3 £37,500 -
East Sussex - 3 £37,500 -
East Midlands - 3 £50,000 -
North East - 2 £65,000 -
Tyne and Wear - 2 £65,000 -
Northampton - 2 - -
Northamptonshire - 2 - -
Scotland +10 1 £35,000 -4.37% 2

Big Data Analytics
Top 30 Related IT Skills

For the 6 months to 31 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 with a requirement for Big Data Analytics.

1 407 (100.00%) Big Data
2 402 (98.77%) Analytics
3 401 (98.53%) Data Analytics
4 177 (43.49%) Python
5 157 (38.57%) Hadoop
6 154 (37.84%) Java
7 137 (33.66%) SQL
8 114 (28.01%) Agile Software Development
9 106 (26.04%) NoSQL
10 101 (24.82%) Apache Spark
11 95 (23.34%) Software Engineering
12 93 (22.85%) Finance
13 86 (21.13%) Visualisation
14 82 (20.15%) R
15 79 (19.41%) Computer Science
16 77 (18.92%) MongoDB
16 77 (18.92%) Amazon AWS
16 77 (18.92%) Analytical Skills
17 76 (18.67%) Machine Learning
17 76 (18.67%) JavaScript
18 73 (17.94%) Degree
19 72 (17.69%) Mathematics
19 72 (17.69%) Business Intelligence
20 69 (16.95%) Scala
21 65 (15.97%) Cloudera
22 64 (15.72%) Open Source
22 64 (15.72%) Apache Hive
23 61 (14.99%) Oracle
24 60 (14.74%) AngularJS
25 55 (13.51%) Statistics

Big Data Analytics
Top Related IT Skills 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
1 101 (24.82%) Apache Spark
2 47 (11.55%) SAS
3 45 (11.06%) Apache Pig
4 31 (7.62%) Elasticsearch
5 7 (1.72%) Apache Solr
5 7 (1.72%) JBoss
6 6 (1.47%) Apache
7 5 (1.23%) ArcGIS
8 2 (0.49%) CMS
8 2 (0.49%) Tomcat
8 2 (0.49%) WebLogic
8 2 (0.49%) WebSphere
9 1 (0.25%) Facebook Platform
Applications
1 14 (3.44%) MS Excel
2 8 (1.97%) MS PowerPoint
2 8 (1.97%) SPSS
3 5 (1.23%) GNU Octave
4 4 (0.98%) MS Office
5 1 (0.25%) Stata
Business Applications
1 1 (0.25%) Cognos TM1
Cloud Services
1 77 (18.92%) Amazon AWS
2 35 (8.60%) Microsoft Azure
3 26 (6.39%) GitHub
4 19 (4.67%) IBM Cloud
5 13 (3.19%) Google Analytics
6 6 (1.47%) Cloud Computing
7 5 (1.23%) Amazon EC2
7 5 (1.23%) SaaS
8 4 (0.98%) AdWords
8 4 (0.98%) AWS CloudFormation
8 4 (0.98%) Google Cloud Platform
8 4 (0.98%) IaaS
8 4 (0.98%) PaaS
9 2 (0.49%) iTunes
10 1 (0.25%) Amazon Kinesis
10 1 (0.25%) Amazon S3
10 1 (0.25%) AWS Lambda
Communications & Networking
1 37 (9.09%) Internet
2 25 (6.14%) HTTP
3 21 (5.16%) Firewall
4 1 (0.25%) AMQP
4 1 (0.25%) DNS
4 1 (0.25%) Network Security
4 1 (0.25%) Skype
4 1 (0.25%) SNMP
4 1 (0.25%) SSH
4 1 (0.25%) TCP/IP
4 1 (0.25%) VPN
Database & Business Intelligence
1 407 (100.00%) Big Data
2 157 (38.57%) Hadoop
3 106 (26.04%) NoSQL
4 77 (18.92%) MongoDB
5 64 (15.72%) Apache Hive
6 51 (12.53%) MySQL
7 44 (10.81%) SQL Server
8 43 (10.57%) Neo4j
9 41 (10.07%) Apache Cassandra
10 36 (8.85%) Relational Database
11 32 (7.86%) PostgreSQL
12 29 (7.13%) QlikView
13 25 (6.14%) Amazon Redshift
13 25 (6.14%) Pentaho
14 24 (5.90%) Data Mining
15 23 (5.65%) Data Warehouse
16 22 (5.41%) Impala
17 21 (5.16%) Parquet
18 18 (4.42%) Voldemort
19 17 (4.18%) RDBMS
Development Applications
1 38 (9.34%) Git (software)
2 24 (5.90%) Jenkins
3 15 (3.69%) Vagrant
4 13 (3.19%) NUnit
4 13 (3.19%) Ranorex
4 13 (3.19%) Rhino Mocks
4 13 (3.19%) Team Foundation Server
5 9 (2.21%) Talend Open Studio
6 7 (1.72%) SQL Server Management Studio (SSMS)
7 4 (0.98%) JIRA
8 2 (0.49%) Eclipse
8 2 (0.49%) JUnit
8 2 (0.49%) TeamCity
9 1 (0.25%) ERwin
9 1 (0.25%) IntelliJ
9 1 (0.25%) Mocha
9 1 (0.25%) NetBeans
9 1 (0.25%) Selenium
9 1 (0.25%) Subversion
9 1 (0.25%) TestNG
General
1 93 (22.85%) Finance
2 41 (10.07%) Retail
3 36 (8.85%) Banking
4 32 (7.86%) Marketing
5 31 (7.62%) Advertising
6 22 (5.41%) Manufacturing
7 11 (2.70%) Telecoms
8 10 (2.46%) Games
9 9 (2.21%) Financial Institution
10 7 (1.72%) Front Office
11 3 (0.74%) Investment Banking
11 3 (0.74%) Law
11 3 (0.74%) Publishing
12 1 (0.25%) Electronics
12 1 (0.25%) French Language
Job Titles
1 128 (31.45%) Developer
2 80 (19.66%) Data Scientist
3 47 (11.55%) Architect
4 40 (9.83%) Analyst
5 33 (8.11%) Java Developer
6 32 (7.86%) Data Architect
7 29 (7.13%) Big Data Developer
8 27 (6.63%) Data Analyst
9 26 (6.39%) Consultant
10 25 (6.14%) Big Data Architect
10 25 (6.14%) Senior Developer
11 24 (5.90%) Software Developer
12 21 (5.16%) Machine Learning Scientist
13 19 (4.67%) Data Engineer
13 19 (4.67%) Senior Data Scientist
14 17 (4.18%) Big Data Engineer
14 17 (4.18%) Data Consultant
14 17 (4.18%) Software Engineer
15 16 (3.93%) Analyst Developer
15 16 (3.93%) Solutions Architect
Libraries, Frameworks & Software Standards
1 60 (14.74%) AngularJS
2 44 (10.81%) Node.js
3 43 (10.57%) HTML
4 40 (9.83%) Middleware
5 37 (9.09%) jQuery
6 35 (8.60%) XML
7 31 (7.62%) Spring
8 29 (7.13%) CSS
9 28 (6.88%) .NET
10 25 (6.14%) Kafka
11 24 (5.90%) Hibernate
12 23 (5.65%) HTML5
13 22 (5.41%) JSON
14 20 (4.91%) Apache Camel
15 17 (4.18%) CSS3
15 17 (4.18%) Lucene
15 17 (4.18%) REST
16 16 (3.93%) Spark Streaming
17 15 (3.69%) D3.js
17 15 (3.69%) LAMP
Miscellaneous
1 86 (21.13%) Visualisation
2 79 (19.41%) Computer Science
3 77 (18.92%) Analytical Skills
4 72 (17.69%) Mathematics
5 55 (13.51%) Statistics
6 42 (10.32%) Management Information System
7 39 (9.58%) Algorithms
8 29 (7.13%) Mobile App
9 28 (6.88%) Data Centre
10 21 (5.16%) Online Banking
10 21 (5.16%) Security Operations Centre
11 19 (4.67%) Cybercrime
12 17 (4.18%) Physics
13 15 (3.69%) PKI
14 13 (3.19%) Internet of Things
14 13 (3.19%) User Experience
15 9 (2.21%) Enterprise Software
16 8 (1.97%) Virtual Team
17 7 (1.72%) Social Media
18 6 (1.47%) BBC
Operating Systems
1 49 (12.04%) Linux
2 32 (7.86%) Windows
3 25 (6.14%) Android
4 21 (5.16%) Mac OS X
5 15 (3.69%) Apple iOS
6 11 (2.70%) Unix
7 6 (1.47%) CentOS
7 6 (1.47%) Ubuntu
8 4 (0.98%) Windows Mobile
Processes & Methodologies
1 402 (98.77%) Analytics
2 401 (98.53%) Data Analytics
3 114 (28.01%) Agile Software Development
4 95 (23.34%) Software Engineering
5 76 (18.67%) Machine Learning
6 72 (17.69%) Business Intelligence
7 64 (15.72%) Open Source
8 55 (13.51%) ETL
9 52 (12.78%) Data Visualisation
10 50 (12.29%) Scrum
11 45 (11.06%) MapReduce
12 42 (10.32%) DevOps
13 40 (9.83%) TDD
14 39 (9.58%) Statistical Analysis
14 39 (9.58%) TOGAF
15 37 (9.09%) Mentoring
16 36 (8.85%) Data Management
17 33 (8.11%) Data Analysis
18 32 (7.86%) Continuous Integration
18 32 (7.86%) Predictive Modelling
Programming Languages
1 177 (43.49%) Python
2 154 (37.84%) Java
3 137 (33.66%) SQL
4 82 (20.15%) R
5 76 (18.67%) JavaScript
6 69 (16.95%) Scala
7 47 (11.55%) C#
8 39 (9.58%) Ruby
9 28 (6.88%) C++
10 27 (6.63%) C
11 21 (5.16%) PowerShell
12 19 (4.67%) Perl
13 16 (3.93%) VBA
14 14 (3.44%) MATLAB
15 9 (2.21%) PL/SQL
16 7 (1.72%) Clojure
16 7 (1.72%) T-SQL
17 5 (1.23%) Jython
18 4 (0.98%) Bash Shell
18 4 (0.98%) Shell Script
Qualifications
1 73 (17.94%) Degree
2 43 (10.57%) Security Cleared
3 32 (7.86%) PhD
4 23 (5.65%) SC Cleared
5 22 (5.41%) Cisco Certification
6 21 (5.16%) (ISC)2 CCSP
6 21 (5.16%) CCSP
6 21 (5.16%) CISSP
6 21 (5.16%) SANS
7 10 (2.46%) DV Cleared
8 7 (1.72%) PMI Certification
8 7 (1.72%) PMP
9 2 (0.49%) Postgraduate
10 1 (0.25%) CCNA
10 1 (0.25%) MCITP
10 1 (0.25%) MCSE
10 1 (0.25%) Microsoft Certification
Quality Assurance & Compliance
1 35 (8.60%) QA
2 10 (2.46%) Data Quality
3 2 (0.49%) SDET
System Software
1 32 (7.86%) HDFS
2 20 (4.91%) Docker
3 16 (3.93%) VMware Infrastructure
4 13 (3.19%) Hyper-V
5 12 (2.95%) Virtual Machines
6 6 (1.47%) Apache Flume
7 3 (0.74%) VirtualBox
8 1 (0.25%) Apache ZooKeeper
Systems Management
1 24 (5.90%) Puppet
2 20 (4.91%) Hadoop YARN
3 13 (3.19%) HP Quality Center
4 4 (0.98%) HAProxy
4 4 (0.98%) Nagios
4 4 (0.98%) Opscode Chef
5 3 (0.74%) Ansible
5 3 (0.74%) ZABBIX
6 2 (0.49%) Ambari
6 2 (0.49%) Graphite
6 2 (0.49%) Oozie
6 2 (0.49%) Packer
6 2 (0.49%) Salt
7 1 (0.25%) EnCase
7 1 (0.25%) Ganglia
7 1 (0.25%) logstash
7 1 (0.25%) MOM
7 1 (0.25%) Zenoss
Vendors
1 65 (15.97%) Cloudera
2 61 (14.99%) Oracle
3 52 (12.78%) Hortonworks
4 41 (10.07%) Tableau
5 39 (9.58%) IBM
6 22 (5.41%) Microsoft
7 21 (5.16%) MuleSoft
8 19 (4.67%) Google
9 16 (3.93%) VMware
10 15 (3.69%) TIBCO
11 11 (2.70%) MicroStrategy
12 9 (2.21%) RapidMiner
12 9 (2.21%) Talend
13 8 (1.97%) Cognos
13 8 (1.97%) Informatica
14 7 (1.72%) ArcSight
14 7 (1.72%) Greenplum
15 6 (1.47%) HP
16 5 (1.23%) Salesforce.com
16 5 (1.23%) SAP
Windsor
Computer Futures
Salary: £50000 - £60000 per annum + competitive
Posted: Yesterday
Glasgow, Lanarkshire
CGI
Salary: £28000 - £42000 per annum + benefits
Posted: Yesterday
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: Yesterday
London
Computer Futures
Salary: £100000 - £135000 per annum + Double OTE
Posted: 6 days ago
London
Edissero Ltd
Salary: benefits
Posted: 4 days ago
Reading
Computer Futures
Salary: £120000 - £130000 per annum + Double OTE
Posted: 8 days ago
London
Edissero Ltd
Salary: good benefits
Posted: 6 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 6 days ago
Woking, Surrey
Experis Ltd
Salary: £50000.00 - £55000.00 per annum + Benefits
Posted: 5 days ago
City of London
KDR Recruitment
Salary: £60000 - £90000 per annum + Excellent bonus & benefits
Posted: 5 days ago
City, London
Software Personnel International Ltd
Salary: From £60,000 to £75,000 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £70,000 + bonus and benefits
Posted: 4 days ago
City, London
Software Personnel International Ltd
Salary: From £60,000 to £75,000 per annum
Posted: 6 days ago
Glasgow, Lanarkshire
CGI
Salary: £42000 - £50000 per annum + Benefits
Posted: 6 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 7 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 7 days ago
London
Robert Walters UK
Posted: 27 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 13 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 14 days ago
Oxford
Client Server
Salary: £50000 - £60000 per annum + benefits
Posted: 26 days ago