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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 734 794 887
Rank change year-on-year
+60 +93
Permanent jobs citing Big Data Analytics 127 140 67
As % of all permanent IT jobs located in England 0.15% 0.14% 0.062%
As % of the Processes & Methodologies category 0.17% 0.16% 0.073%
Number of salaries quoted 108 118 59
Median salary £55,500 £65,750 £62,500
Median salary % change year-on-year
-15.58% +5.20%
90% offered a salary of more than £35,000 £46,750 £41,500
10% offered a salary of more than £77,500 £100,750 £80,000
UK excluding London median salary £52,500 £60,000 £56,250
% change year-on-year
-12.50% +6.66%
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
75090 87054 92251
As % of all permanent IT jobs located in England 88.11% 87.52% 85.67%
Number of salaries quoted 62466 72704 76467
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 £31,500
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 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 5 December 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 5 December 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 +65 83 £65,000 -10.34% 10
North West - 18 £37,500 - 5
South West +23 15 £55,000 - 2
South East +41 9 £52,500 -12.50% 2
West Midlands -16 1 £75,000 -9.09%
North East - 1 £60,000 -
Big Data Analytics
UK

Big Data Analytics
Top 30 Related IT Skills in England

For the 6 months to 5 December 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.

1 331 (100.00%) Big Data
2 325 (98.19%) Analytics
3 322 (97.28%) Data Analytics
4 131 (39.58%) Python
5 123 (37.16%) Agile Software Development
6 111 (33.53%) Hadoop
7 101 (30.51%) Java
8 87 (26.28%) Software Engineering
9 86 (25.98%) Degree
10 85 (25.68%) SQL
11 78 (23.56%) NoSQL
11 78 (23.56%) Apache Spark
12 76 (22.96%) Computer Science
13 69 (20.85%) Visualisation
14 68 (20.54%) Amazon AWS
15 67 (20.24%) Finance
16 65 (19.64%) AngularJS
17 63 (19.03%) MongoDB
18 60 (18.13%) Linux
19 56 (16.92%) Statistics
20 55 (16.62%) Oracle
20 55 (16.62%) Algorithms
21 53 (16.01%) Scrum
22 52 (15.71%) MySQL
22 52 (15.71%) Open Source
23 50 (15.11%) JavaScript
23 50 (15.11%) HTML
24 49 (14.80%) Business Intelligence
24 49 (14.80%) DevOps
25 47 (14.20%) C#

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 78 (23.56%) Apache Spark
2 35 (10.57%) Elasticsearch
3 33 (9.97%) Apache Pig
4 27 (8.16%) SAS
5 8 (2.42%) Apache
6 7 (2.11%) Apache Solr
7 4 (1.21%) JBoss
8 3 (0.91%) Adobe Experience Manager
8 3 (0.91%) ArcGIS
8 3 (0.91%) Mule
9 1 (0.30%) Facebook Platform
Applications
1 30 (9.06%) MS Excel
2 11 (3.32%) MS PowerPoint
2 11 (3.32%) SPSS
3 4 (1.21%) MS Office
4 1 (0.30%) Stata
Business Applications
1 1 (0.30%) Cognos TM1
1 1 (0.30%) SAP Oil and Gas
Cloud Services
1 68 (20.54%) Amazon AWS
2 34 (10.27%) GitHub
3 20 (6.04%) Microsoft Azure
4 18 (5.44%) Cloud Computing
5 12 (3.63%) Google Analytics
6 11 (3.32%) IBM Cloud
7 6 (1.81%) Amazon EC2
7 6 (1.81%) SaaS
8 2 (0.60%) Google Cloud Platform
8 2 (0.60%) IaaS
8 2 (0.60%) iTunes
8 2 (0.60%) PaaS
9 1 (0.30%) AdWords
9 1 (0.30%) Amazon Kinesis
9 1 (0.30%) AWS Lambda
Communications & Networking
1 32 (9.67%) Internet
2 27 (8.16%) HTTP
3 21 (6.34%) Firewall
4 3 (0.91%) SSL
4 3 (0.91%) WebEx
5 1 (0.30%) Kerberos
5 1 (0.30%) LDAP
5 1 (0.30%) Network Security
5 1 (0.30%) PPP
5 1 (0.30%) Skype
Database & Business Intelligence
1 331 (100.00%) Big Data
2 111 (33.53%) Hadoop
3 78 (23.56%) NoSQL
4 63 (19.03%) MongoDB
5 52 (15.71%) MySQL
6 47 (14.20%) SQL Server
7 44 (13.29%) Relational Database
8 40 (12.08%) Apache Hive
9 33 (9.97%) Data Warehouse
10 30 (9.06%) RDBMS
11 25 (7.55%) Apache Cassandra
12 21 (6.34%) PostgreSQL
13 18 (5.44%) Data Mining
13 18 (5.44%) SQL Server Integration Services
14 16 (4.83%) SQL Server Reporting Services
15 15 (4.53%) Pentaho
15 15 (4.53%) QlikView
16 11 (3.32%) Neo4j
17 10 (3.02%) Voldemort
18 9 (2.72%) BusinessObjects
Development Applications
1 20 (6.04%) Git (software)
1 20 (6.04%) Jenkins
2 19 (5.74%) JIRA
3 13 (3.93%) NUnit
3 13 (3.93%) Ranorex
3 13 (3.93%) Rhino Mocks
3 13 (3.93%) Team Foundation Server
4 10 (3.02%) Talend Open Studio
5 7 (2.11%) Vagrant
6 5 (1.51%) Subversion
6 5 (1.51%) ZenHub
7 3 (0.91%) Hudson
8 1 (0.30%) Maven
General
1 67 (20.24%) Finance
2 29 (8.76%) Marketing
3 28 (8.46%) Banking
4 24 (7.25%) Retail
5 20 (6.04%) Advertising
6 9 (2.72%) Games
7 8 (2.42%) Military
8 6 (1.81%) Telecoms
9 4 (1.21%) Financial Institution
9 4 (1.21%) Manufacturing
10 2 (0.60%) Electronics
10 2 (0.60%) Publishing
11 1 (0.30%) Dutch Language
11 1 (0.30%) French Language
11 1 (0.30%) Investment Banking
11 1 (0.30%) Music Industry
11 1 (0.30%) Spanish Language
Job Titles
1 103 (31.12%) Developer
2 37 (11.18%) Analyst
3 35 (10.57%) Data Scientist
4 33 (9.97%) Architect
5 29 (8.76%) Software Engineer
6 24 (7.25%) Data Architect
7 23 (6.95%) Data Engineer
8 21 (6.34%) Java Developer
8 21 (6.34%) Senior Developer
9 20 (6.04%) Scala Developer
10 19 (5.74%) Big Data Developer
10 19 (5.74%) Software Developer
11 18 (5.44%) Consultant
12 17 (5.14%) Big Data Architect
12 17 (5.14%) Senior Data Scientist
13 15 (4.53%) Big Data Engineer
13 15 (4.53%) C# Developer
14 13 (3.93%) Data Analyst
14 13 (3.93%) Hadoop Developer
14 13 (3.93%) Programmer
Libraries, Frameworks & Software Standards
1 65 (19.64%) AngularJS
2 50 (15.11%) HTML
3 45 (13.60%) Middleware
4 42 (12.69%) Spring
5 41 (12.39%) CSS
6 36 (10.88%) Node.js
7 33 (9.97%) Hibernate
8 32 (9.67%) Apache Camel
8 32 (9.67%) jQuery
9 30 (9.06%) .NET
10 28 (8.46%) HTML5
10 28 (8.46%) LAMP
11 27 (8.16%) CSS3
11 27 (8.16%) Java EE
12 21 (6.34%) REST
13 18 (5.44%) Akka
14 17 (5.14%) Play Framework
14 17 (5.14%) XML
15 12 (3.63%) Kafka
16 11 (3.32%) D3.js
Miscellaneous
1 76 (22.96%) Computer Science
2 69 (20.85%) Visualisation
3 56 (16.92%) Statistics
4 55 (16.62%) Algorithms
5 47 (14.20%) Mathematics
6 42 (12.69%) Analytical Skills
7 37 (11.18%) Management Information System
8 35 (10.57%) Mobile App
9 28 (8.46%) PKI
10 23 (6.95%) Data Centre
11 21 (6.34%) Online Banking
11 21 (6.34%) Security Operations Centre
12 19 (5.74%) Data Structures
13 15 (4.53%) User Experience
14 13 (3.93%) Physics
15 8 (2.42%) Internet of Things
15 8 (2.42%) Psychology
15 8 (2.42%) Social Media
16 7 (2.11%) Cybercrime
16 7 (2.11%) Enterprise Software
Operating Systems
1 60 (18.13%) Linux
2 29 (8.76%) Windows
3 21 (6.34%) Mac OS X
4 13 (3.93%) Android
5 12 (3.63%) Apple iOS
6 7 (2.11%) Unix
7 4 (1.21%) CentOS
7 4 (1.21%) Ubuntu
Processes & Methodologies
1 325 (98.19%) Analytics
2 322 (97.28%) Data Analytics
3 123 (37.16%) Agile Software Development
4 87 (26.28%) Software Engineering
5 53 (16.01%) Scrum
6 52 (15.71%) Open Source
7 49 (14.80%) Business Intelligence
7 49 (14.80%) DevOps
8 45 (13.60%) TDD
9 39 (11.78%) Machine Learning
10 34 (10.27%) Continuous Integration
10 34 (10.27%) Data Visualisation
10 34 (10.27%) ETL
11 33 (9.97%) Information Security
12 31 (9.37%) Continuous Improvement
13 28 (8.46%) Time Management
14 27 (8.16%) Cybersecurity
14 27 (8.16%) Functional Programming
15 25 (7.55%) E-Commerce
15 25 (7.55%) Mentoring
Programming Languages
1 131 (39.58%) Python
2 101 (30.51%) Java
3 85 (25.68%) SQL
4 50 (15.11%) JavaScript
5 47 (14.20%) C#
5 47 (14.20%) Ruby
5 47 (14.20%) Scala
6 37 (11.18%) Perl
7 35 (10.57%) R
8 27 (8.16%) C
9 23 (6.95%) C++
10 21 (6.34%) PowerShell
11 13 (3.93%) PL/SQL
12 11 (3.32%) T-SQL
13 8 (2.42%) Haskell
14 7 (2.11%) VBA
15 6 (1.81%) HiveQL
15 6 (1.81%) Lua
15 6 (1.81%) MATLAB
16 5 (1.51%) PHP
Qualifications
1 86 (25.98%) Degree
2 33 (9.97%) Security Cleared
3 23 (6.95%) PhD
4 22 (6.65%) Cisco Certification
4 22 (6.65%) CISSP
5 21 (6.34%) (ISC)2 CCSP
5 21 (6.34%) CCSP
5 21 (6.34%) SANS
6 15 (4.53%) SC Cleared
7 11 (3.32%) DV Cleared
8 1 (0.30%) CCNA
8 1 (0.30%) CEH
8 1 (0.30%) GCFA
8 1 (0.30%) GCIA
8 1 (0.30%) PMI Certification
8 1 (0.30%) PMP
Quality Assurance & Compliance
1 8 (2.42%) Data Quality
1 8 (2.42%) QA
2 2 (0.60%) SDET
3 1 (0.30%) CRD IV
3 1 (0.30%) ISO20022
3 1 (0.30%) Solvency II
System Software
1 26 (7.85%) VMware Infrastructure
2 25 (7.55%) Hyper-V
3 18 (5.44%) HDFS
4 13 (3.93%) Virtual Machines
5 10 (3.02%) Docker
6 3 (0.91%) Apache Flume
Systems Management
1 20 (6.04%) Puppet
2 13 (3.93%) HP Quality Center
3 12 (3.63%) Hadoop YARN
4 4 (1.21%) Opscode Chef
5 3 (0.91%) Ansible
5 3 (0.91%) Nagios
5 3 (0.91%) Oozie
6 2 (0.60%) Graphite
6 2 (0.60%) Salt
6 2 (0.60%) ZABBIX
7 1 (0.30%) Ambari
7 1 (0.30%) Ganglia
7 1 (0.30%) logstash
7 1 (0.30%) Zenoss
Vendors
1 55 (16.62%) Oracle
2 32 (9.67%) Cloudera
2 32 (9.67%) Hortonworks
3 27 (8.16%) IBM
4 26 (7.85%) Microsoft
4 26 (7.85%) VMware
5 24 (7.25%) MuleSoft
6 19 (5.74%) Tableau
7 16 (4.83%) Google
8 15 (4.53%) Cognos
9 10 (3.02%) Talend
10 8 (2.42%) MicroStrategy
11 7 (2.11%) Netezza
12 6 (1.81%) Salesforce.com
12 6 (1.81%) SAP
12 6 (1.81%) Sybase
13 4 (1.21%) Cisco
13 4 (1.21%) ESRI
13 4 (1.21%) Jaspersoft
14 3 (0.91%) Alteryx
London
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Salary: £50000.00 - £65000.00 per annum + Benefits + Bonus
Posted: 1 hour ago
London
Computer Futures
Salary: £100000 per annum + competitive
Posted: 4 days ago
London
Creative Personnel
Salary: £35000 - £55000 per annum
Posted: 4 days ago
Cambridge
Spencer Ogden
Salary: £90000 - £100000 per annum
Posted: 4 days ago
London
Spencer Ogden
Salary: £90000 - £100000 per annum
Posted: 4 days ago
London
Revolution Technology
Salary: From £40,000 to £50,000 per annum + Bonus + benefits
Posted: 4 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 3 days ago
London
Opus Recruitment Solutions Ltd
Salary: £90000 - £120000 per annum, Benefits Equity + Bonus
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Cambridge
Computer Futures
Salary: £60000 - £85000 per annum + competitive benefits
Posted: 6 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
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London
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Salary: £70000 - £80000 per annum + competitive
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Reading, Berkshire
CGI
Salary: £35000 - £50000 per annum
Posted: 12 days ago
City of London
TDA Group
Salary: £85000 - £100000 per annum + Bonus
Posted: 20 days ago
Gloucester, Gloucestershire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 13 days ago
London
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Salary: £60000.00 - £70000.00 per annum
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Manchester, Lancashire
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Salary: Full Benefits package, Bonus
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Bristol
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