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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 708 804 886
Rank change year-on-year
+96 +82
Permanent jobs citing Big Data Analytics 172 127 63
As % of all permanent IT jobs located in England 0.19% 0.13% 0.060%
As % of the Processes & Methodologies category 0.22% 0.14% 0.070%
Number of salaries quoted 131 92 53
Median salary £60,000 £63,750 £60,000
Median salary % change year-on-year
-5.88% +6.25%
90% offered a salary of more than £40,000 £42,500 £38,000
10% offered a salary of more than £80,000 £81,350 £97,000
UK excluding London median salary £55,000 £51,500 £57,500
% change year-on-year
+6.79% -10.43%
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
79405 88354 90032
As % of all permanent IT jobs located in England 88.28% 87.39% 85.38%
Number of salaries quoted 66643 73784 72673
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £30,500
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 27 September 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 27 September 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 +66 109 £65,000 - 10
South East +49 28 £55,000 +6.79% 2
South West -2 14 £55,000 +10.00% 5
East of England +28 13 £55,000 +29.41% 1
Yorkshire +22 4 £60,000 +75.18%
North West - 2 £44,000 - 6
West Midlands -18 1 £75,000 - 2
East Midlands - 1 £50,000 -
Big Data Analytics
UK

Big Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 27 September 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.

1 370 (100.00%) Big Data
2 365 (98.65%) Analytics
3 364 (98.38%) Data Analytics
4 156 (42.16%) Python
5 143 (38.65%) Hadoop
6 140 (37.84%) Java
7 120 (32.43%) SQL
8 105 (28.38%) Agile Software Development
9 101 (27.30%) NoSQL
10 89 (24.05%) Apache Spark
11 87 (23.51%) Software Engineering
12 79 (21.35%) Visualisation
13 75 (20.27%) Computer Science
13 75 (20.27%) Finance
14 73 (19.73%) Amazon AWS
15 71 (19.19%) MongoDB
16 70 (18.92%) Degree
16 70 (18.92%) JavaScript
17 68 (18.38%) Machine Learning
18 67 (18.11%) Business Intelligence
19 66 (17.84%) Scala
20 62 (16.76%) R
20 62 (16.76%) Open Source
20 62 (16.76%) Oracle
21 61 (16.49%) AngularJS
21 61 (16.49%) Analytical Skills
22 59 (15.95%) Mathematics
23 54 (14.59%) Statistics
23 54 (14.59%) Apache Hive
23 54 (14.59%) MySQL

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 89 (24.05%) Apache Spark
2 42 (11.35%) Apache Pig
3 35 (9.46%) SAS
4 23 (6.22%) Elasticsearch
5 7 (1.89%) Apache Solr
6 6 (1.62%) JBoss
7 5 (1.35%) Apache
7 5 (1.35%) ArcGIS
8 2 (0.54%) CMS
8 2 (0.54%) Tomcat
8 2 (0.54%) WebLogic
8 2 (0.54%) WebSphere
9 1 (0.27%) Facebook Platform
Applications
1 21 (5.68%) MS Excel
2 8 (2.16%) SPSS
3 7 (1.89%) MS PowerPoint
4 4 (1.08%) GNU Octave
4 4 (1.08%) MS Office
5 1 (0.27%) Stata
Business Applications
1 1 (0.27%) Cognos TM1
Cloud Services
1 73 (19.73%) Amazon AWS
2 31 (8.38%) GitHub
2 31 (8.38%) Microsoft Azure
3 19 (5.14%) IBM Cloud
4 11 (2.97%) Google Analytics
5 10 (2.70%) Cloud Computing
6 5 (1.35%) Amazon EC2
6 5 (1.35%) SaaS
7 4 (1.08%) AdWords
7 4 (1.08%) AWS CloudFormation
8 3 (0.81%) Google Cloud Platform
9 2 (0.54%) IaaS
9 2 (0.54%) iTunes
9 2 (0.54%) PaaS
10 1 (0.27%) Amazon Kinesis
10 1 (0.27%) Amazon S3
10 1 (0.27%) AWS Lambda
Communications & Networking
1 36 (9.73%) Internet
2 28 (7.57%) HTTP
3 21 (5.68%) Firewall
4 1 (0.27%) DNS
4 1 (0.27%) Network Security
4 1 (0.27%) Skype
4 1 (0.27%) SSH
4 1 (0.27%) TCP/IP
4 1 (0.27%) VPN
Database & Business Intelligence
1 370 (100.00%) Big Data
2 143 (38.65%) Hadoop
3 101 (27.30%) NoSQL
4 71 (19.19%) MongoDB
5 54 (14.59%) Apache Hive
5 54 (14.59%) MySQL
6 47 (12.70%) SQL Server
7 38 (10.27%) Relational Database
8 35 (9.46%) Apache Cassandra
9 28 (7.57%) QlikView
10 27 (7.30%) Neo4j
11 25 (6.76%) Data Mining
12 24 (6.49%) PostgreSQL
13 23 (6.22%) Data Warehouse
14 22 (5.95%) Amazon Redshift
14 22 (5.95%) RDBMS
15 19 (5.14%) Impala
15 19 (5.14%) Parquet
16 18 (4.86%) Voldemort
17 16 (4.32%) SQL Server Integration Services
Development Applications
1 30 (8.11%) Git (software)
2 23 (6.22%) Jenkins
3 13 (3.51%) NUnit
3 13 (3.51%) Ranorex
3 13 (3.51%) Rhino Mocks
3 13 (3.51%) Team Foundation Server
4 12 (3.24%) Vagrant
5 9 (2.43%) JIRA
6 7 (1.89%) Talend Open Studio
7 5 (1.35%) Subversion
7 5 (1.35%) ZenHub
8 4 (1.08%) SQL Server Management Studio (SSMS)
9 1 (0.27%) JUnit
General
1 75 (20.27%) Finance
2 34 (9.19%) Banking
3 30 (8.11%) Marketing
4 26 (7.03%) Retail
5 17 (4.59%) Advertising
6 10 (2.70%) Games
7 9 (2.43%) Financial Institution
7 9 (2.43%) Manufacturing
8 6 (1.62%) Front Office
9 3 (0.81%) Investment Banking
9 3 (0.81%) Publishing
10 2 (0.54%) Military
10 2 (0.54%) Telecoms
11 1 (0.27%) Dutch Language
11 1 (0.27%) Electronics
11 1 (0.27%) French Language
11 1 (0.27%) Spanish Language
Job Titles
1 122 (32.97%) Developer
2 62 (16.76%) Data Scientist
3 42 (11.35%) Analyst
4 34 (9.19%) Architect
5 31 (8.38%) Data Architect
5 31 (8.38%) Java Developer
6 25 (6.76%) Big Data Architect
6 25 (6.76%) Consultant
7 24 (6.49%) Data Analyst
8 23 (6.22%) Big Data Developer
8 23 (6.22%) Senior Developer
9 21 (5.68%) Software Developer
10 20 (5.41%) Software Engineer
11 19 (5.14%) Senior Data Scientist
12 18 (4.86%) Data Engineer
12 18 (4.86%) Machine Learning Scientist
13 16 (4.32%) C# Developer
13 16 (4.32%) Data Consultant
14 15 (4.05%) Analyst Developer
14 15 (4.05%) Big Data Consultant
Libraries, Frameworks & Software Standards
1 61 (16.49%) AngularJS
2 43 (11.62%) HTML
2 43 (11.62%) Middleware
3 41 (11.08%) Node.js
4 37 (10.00%) jQuery
5 31 (8.38%) CSS
5 31 (8.38%) Spring
6 30 (8.11%) .NET
6 30 (8.11%) XML
7 25 (6.76%) Hibernate
8 22 (5.95%) Apache Camel
8 22 (5.95%) HTML5
8 22 (5.95%) Kafka
9 19 (5.14%) CSS3
10 18 (4.86%) JSON
10 18 (4.86%) LAMP
11 17 (4.59%) Java EE
11 17 (4.59%) REST
11 17 (4.59%) Spark Streaming
12 16 (4.32%) Lucene
Miscellaneous
1 79 (21.35%) Visualisation
2 75 (20.27%) Computer Science
3 61 (16.49%) Analytical Skills
4 59 (15.95%) Mathematics
5 54 (14.59%) Statistics
6 41 (11.08%) Management Information System
7 38 (10.27%) Algorithms
8 30 (8.11%) Mobile App
9 26 (7.03%) Data Centre
10 21 (5.68%) Online Banking
10 21 (5.68%) Security Operations Centre
11 18 (4.86%) Physics
11 18 (4.86%) PKI
12 16 (4.32%) User Experience
13 15 (4.05%) Cybercrime
14 11 (2.97%) Internet of Things
15 10 (2.70%) Data Structures
16 9 (2.43%) Enterprise Software
17 8 (2.16%) Fintech
18 7 (1.89%) BBC
Operating Systems
1 47 (12.70%) Linux
2 34 (9.19%) Windows
3 23 (6.22%) Android
4 21 (5.68%) Mac OS X
5 14 (3.78%) Apple iOS
6 9 (2.43%) Unix
7 5 (1.35%) CentOS
7 5 (1.35%) Ubuntu
8 4 (1.08%) Windows Mobile
Processes & Methodologies
1 365 (98.65%) Analytics
2 364 (98.38%) Data Analytics
3 105 (28.38%) Agile Software Development
4 87 (23.51%) Software Engineering
5 68 (18.38%) Machine Learning
6 67 (18.11%) Business Intelligence
7 62 (16.76%) Open Source
8 53 (14.32%) Scrum
9 50 (13.51%) ETL
10 47 (12.70%) Data Visualisation
11 44 (11.89%) DevOps
12 42 (11.35%) TDD
13 40 (10.81%) MapReduce
14 34 (9.19%) Continuous Integration
14 34 (9.19%) Statistical Analysis
15 32 (8.65%) Data Management
16 31 (8.38%) Data Analysis
17 28 (7.57%) Predictive Modelling
18 27 (7.30%) Project Management
19 26 (7.03%) E-Commerce
Programming Languages
1 156 (42.16%) Python
2 140 (37.84%) Java
3 120 (32.43%) SQL
4 70 (18.92%) JavaScript
5 66 (17.84%) Scala
6 62 (16.76%) R
7 49 (13.24%) C#
8 42 (11.35%) Ruby
9 25 (6.76%) C++
10 24 (6.49%) Perl
11 21 (5.68%) PowerShell
12 19 (5.14%) C
13 12 (3.24%) VBA
14 10 (2.70%) MATLAB
14 10 (2.70%) PL/SQL
15 7 (1.89%) Haskell
15 7 (1.89%) T-SQL
16 5 (1.35%) Clojure
16 5 (1.35%) Lua
16 5 (1.35%) PHP
Qualifications
1 70 (18.92%) Degree
2 35 (9.46%) Security Cleared
3 29 (7.84%) PhD
4 22 (5.95%) Cisco Certification
5 21 (5.68%) (ISC)2 CCSP
5 21 (5.68%) CCSP
5 21 (5.68%) CISSP
5 21 (5.68%) SANS
6 15 (4.05%) SC Cleared
7 9 (2.43%) DV Cleared
8 7 (1.89%) PMI Certification
8 7 (1.89%) PMP
9 1 (0.27%) CCNA
9 1 (0.27%) MCITP
9 1 (0.27%) MCSE
9 1 (0.27%) Microsoft Certification
Quality Assurance & Compliance
1 21 (5.68%) QA
2 9 (2.43%) Data Quality
3 2 (0.54%) SDET
System Software
1 29 (7.84%) HDFS
2 17 (4.59%) VMware Infrastructure
3 16 (4.32%) Docker
3 16 (4.32%) Hyper-V
3 16 (4.32%) Virtual Machines
4 3 (0.81%) Apache Flume
5 2 (0.54%) VirtualBox
Systems Management
1 25 (6.76%) Puppet
2 20 (5.41%) Hadoop YARN
3 13 (3.51%) HP Quality Center
4 4 (1.08%) HAProxy
4 4 (1.08%) Nagios
4 4 (1.08%) Opscode Chef
5 3 (0.81%) Ansible
5 3 (0.81%) Oozie
5 3 (0.81%) ZABBIX
6 2 (0.54%) Graphite
6 2 (0.54%) Salt
7 1 (0.27%) Ambari
7 1 (0.27%) EnCase
7 1 (0.27%) Ganglia
7 1 (0.27%) logstash
7 1 (0.27%) Zenoss
Vendors
1 62 (16.76%) Oracle
2 49 (13.24%) Cloudera
3 39 (10.54%) Hortonworks
4 38 (10.27%) IBM
4 38 (10.27%) Tableau
5 24 (6.49%) Microsoft
6 23 (6.22%) MuleSoft
7 17 (4.59%) VMware
8 16 (4.32%) Google
9 13 (3.51%) TIBCO
10 10 (2.70%) MicroStrategy
11 9 (2.43%) Cognos
12 7 (1.89%) Talend
13 6 (1.62%) Salesforce.com
13 6 (1.62%) SAP
14 5 (1.35%) Alteryx
14 5 (1.35%) ESRI
14 5 (1.35%) Jaspersoft
15 4 (1.08%) Facebook
15 4 (1.08%) Greenplum
Birmingham, West Midlands (County)
EXCELerate
Salary: Up to £50,000 per annum OTE £100k uncapped, Car, Health, Pension
Posted: 15 hours ago
Central London
Global Markets Recruitment
Posted: Yesterday
Warwick, Warwickshire
RecruitmentRevolution.com Limited
Salary: Up to £80,000 per annum OTE + Bonus
Posted: Yesterday
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: Yesterday
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: Yesterday
London
Edissero Ltd
Salary: good benefits
Posted: 4 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: Yesterday
Manchester
KDR Recruitment
Salary: £55000 - £80000 per annum + Benefits
Posted: 4 days ago
Milton Keynes, Buckinghamshire
Evolution Recruitment Solutions
Salary: up to 30k + benefits
Posted: 4 days ago
London
UCL
Salary: From £42,304 to £49,904 per annum inclusive of London Allowance
Posted: 7 days ago
Hatfield, Hertfordshire
JM
Salary: £55000 - £65800 per annum + £4,200 car, benefits and bonus
Posted: 4 days ago
Swindon, England UK
Intel
Salary: Competive plus benefits
Posted: 6 days ago
London
Harrington Starr
Salary: £75000 - £90000 per annum + Benefits + Equity
Posted: 4 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus 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
Bristol, Avon
Talent International
Salary: £60000 - £70000 per annum + Bonus, Pension
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £70,000 + bonus and benefits
Posted: 5 days ago
Bristol, Bristol, United Kingdom
XIST4 Recruitment
Salary: Competitive
Posted: 17 days ago
London
Talent International
Salary: £60000 - £70000 per annum + Bonus, Pension
Posted: 6 days ago
London
comparethemarket.com
Salary: Up to £95,000 per annum + Benefits + Bonus
Posted: 18 days ago
London
Computer Futures
Salary: £70000 - £75000 per annum + competitive
Posted: 22 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: 13 days ago
Oxford
Client Server
Salary: £50k to £60k + benefits
Posted: 26 days ago
London
Recruitment Revolution Limited
Salary: up to £45,000 + Excellent Benefits and Perks Package
Posted: 25 days ago