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 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 739 817 907
Rank change year-on-year
+78 +90
Permanent jobs citing Big Data Analytics 138 141 69
As % of all permanent IT jobs located in the UK 0.15% 0.13% 0.060%
As % of the Processes & Methodologies category 0.17% 0.15% 0.070%
Number of salaries quoted 115 118 60
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 £41,350
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%

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
80020 92993 98289
As % of all permanent IT jobs located in the UK 88.11% 87.55% 85.68%
Number of salaries quoted 65997 76776 80782
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 £31,000
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 5 December 2016 within the UK.

Big Data Analytics Salary Histogram in the UK

Big Data Analytics
Top 29 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 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
England +60 127 £55,500 -15.58% 21
London +65 83 £65,000 -10.34% 10
North West - 18 £37,500 - 5
South West +23 15 £55,000 - 2
Manchester - 11 £32,500 - 5
South East +41 9 £52,500 -12.50% 2
City of London +19 7 £75,000 +15.38% 2
Scotland - 7 £60,000 - 2
Gloucestershire -13 6 £55,000 - 1
Bristol - 6 £55,000 - 1
Edinburgh - 5 £60,000 - 1
Wiltshire - 3 - -
Gloucester - 3 £55,000 - 1
Swindon - 3 - -
Oxford +25 2 £55,000 -12.00%
Oxfordshire +24 2 £55,000 -8.33%
Greenwich - 2 - -
Surrey +21 1 £47,500 +82.69%
West Midlands -16 1 £75,000 -9.09%
Glasgow - 1 £28,000 - 1
West Sussex - 1 £51,500 -
Buckinghamshire - 1 £30,000 -
East Sussex - 1 £37,500 -
North East - 1 £60,000 -
Woking - 1 £47,500 -
Durham - 1 £60,000 -
Milton Keynes - 1 £30,000 -
Darlington - 1 £60,000 -
Brighton - 1 £37,500 -

Big Data Analytics
Top 30 Related IT Skills

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 with a requirement for Big Data Analytics.

1 353 (100.00%) Big Data
2 347 (98.30%) Analytics
3 344 (97.45%) Data Analytics
4 139 (39.38%) Python
5 131 (37.11%) Agile Software Development
6 119 (33.71%) Hadoop
7 109 (30.88%) Java
8 100 (28.33%) Degree
9 90 (25.50%) Computer Science
9 90 (25.50%) Software Engineering
10 85 (24.08%) SQL
11 81 (22.95%) Finance
12 78 (22.10%) NoSQL
12 78 (22.10%) Apache Spark
13 71 (20.11%) MongoDB
14 69 (19.55%) Visualisation
15 68 (19.26%) Amazon AWS
15 68 (19.26%) Linux
16 66 (18.70%) AngularJS
17 61 (17.28%) Scrum
18 60 (17.00%) Open Source
19 56 (15.86%) Statistics
19 56 (15.86%) Analytical Skills
20 55 (15.58%) Algorithms
20 55 (15.58%) Oracle
21 53 (15.01%) Middleware
21 53 (15.01%) TDD
22 52 (14.73%) MySQL
23 50 (14.16%) JavaScript
23 50 (14.16%) HTML

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 78 (22.10%) Apache Spark
2 35 (9.92%) Elasticsearch
3 33 (9.35%) Apache Pig
4 27 (7.65%) SAS
5 12 (3.40%) JBoss
6 8 (2.27%) Apache
7 7 (1.98%) Apache Solr
8 3 (0.85%) Adobe Experience Manager
8 3 (0.85%) ArcGIS
8 3 (0.85%) Mule
9 1 (0.28%) Facebook Platform
Applications
1 30 (8.50%) MS Excel
2 11 (3.12%) MS PowerPoint
2 11 (3.12%) SPSS
3 4 (1.13%) MS Office
4 1 (0.28%) Stata
Business Applications
1 1 (0.28%) Cognos TM1
1 1 (0.28%) SAP Oil and Gas
Cloud Services
1 68 (19.26%) Amazon AWS
2 34 (9.63%) GitHub
3 20 (5.67%) Microsoft Azure
4 18 (5.10%) Cloud Computing
5 12 (3.40%) Google Analytics
6 11 (3.12%) IBM Cloud
7 6 (1.70%) Amazon EC2
7 6 (1.70%) SaaS
8 2 (0.57%) Google Cloud Platform
8 2 (0.57%) IaaS
8 2 (0.57%) iTunes
8 2 (0.57%) PaaS
9 1 (0.28%) AdWords
9 1 (0.28%) Amazon Kinesis
9 1 (0.28%) AWS Lambda
Communications & Networking
1 32 (9.07%) Internet
2 27 (7.65%) HTTP
3 21 (5.95%) Firewall
4 3 (0.85%) SSL
4 3 (0.85%) WebEx
5 1 (0.28%) Kerberos
5 1 (0.28%) LDAP
5 1 (0.28%) Network Security
5 1 (0.28%) PPP
5 1 (0.28%) Skype
Database & Business Intelligence
1 353 (100.00%) Big Data
2 119 (33.71%) Hadoop
3 78 (22.10%) NoSQL
4 71 (20.11%) MongoDB
5 52 (14.73%) MySQL
6 47 (13.31%) SQL Server
7 44 (12.46%) Relational Database
8 40 (11.33%) Apache Hive
9 33 (9.35%) Data Warehouse
10 30 (8.50%) RDBMS
11 29 (8.22%) PostgreSQL
12 25 (7.08%) Apache Cassandra
13 23 (6.52%) Pentaho
14 19 (5.38%) Neo4j
15 18 (5.10%) Data Mining
15 18 (5.10%) SQL Server Integration Services
16 16 (4.53%) SQL Server Reporting Services
17 15 (4.25%) QlikView
18 10 (2.83%) Voldemort
19 9 (2.55%) Power BI
Development Applications
1 20 (5.67%) Git (software)
1 20 (5.67%) Jenkins
2 19 (5.38%) JIRA
3 18 (5.10%) Talend Open Studio
4 13 (3.68%) NUnit
4 13 (3.68%) Ranorex
4 13 (3.68%) Rhino Mocks
4 13 (3.68%) Team Foundation Server
5 7 (1.98%) Vagrant
6 5 (1.42%) Subversion
6 5 (1.42%) ZenHub
7 3 (0.85%) Hudson
8 1 (0.28%) Maven
General
1 81 (22.95%) Finance
2 38 (10.76%) Retail
3 34 (9.63%) Advertising
4 29 (8.22%) Marketing
5 28 (7.93%) Banking
6 18 (5.10%) Manufacturing
7 9 (2.55%) Games
8 8 (2.27%) Military
9 6 (1.70%) Telecoms
10 4 (1.13%) Financial Institution
11 2 (0.57%) Electronics
11 2 (0.57%) Publishing
12 1 (0.28%) Dutch Language
12 1 (0.28%) French Language
12 1 (0.28%) Investment Banking
12 1 (0.28%) Music Industry
12 1 (0.28%) Spanish Language
Job Titles
1 109 (30.88%) Developer
2 47 (13.31%) Architect
3 37 (10.48%) Analyst
4 35 (9.92%) Data Scientist
5 32 (9.07%) Software Engineer
6 25 (7.08%) Java Developer
7 24 (6.80%) Data Architect
8 23 (6.52%) Data Engineer
8 23 (6.52%) Software Developer
9 21 (5.95%) Senior Developer
10 20 (5.67%) Scala Developer
11 19 (5.38%) Big Data Developer
11 19 (5.38%) Solutions Architect
12 18 (5.10%) Consultant
13 17 (4.82%) Big Data Architect
13 17 (4.82%) Senior Data Scientist
14 15 (4.25%) Big Data Engineer
14 15 (4.25%) C# Developer
15 14 (3.97%) IT Architect
16 13 (3.68%) Programmer
Libraries, Frameworks & Software Standards
1 66 (18.70%) AngularJS
2 53 (15.01%) Middleware
3 50 (14.16%) HTML
3 50 (14.16%) Spring
4 41 (11.61%) CSS
5 40 (11.33%) Apache Camel
6 37 (10.48%) Node.js
7 34 (9.63%) Hibernate
7 34 (9.63%) Java EE
8 32 (9.07%) jQuery
9 30 (8.50%) .NET
10 28 (7.93%) HTML5
10 28 (7.93%) LAMP
11 27 (7.65%) CSS3
12 24 (6.80%) XML
13 21 (5.95%) REST
14 18 (5.10%) Akka
15 17 (4.82%) Play Framework
16 12 (3.40%) D3.js
16 12 (3.40%) ELK Stack
Miscellaneous
1 90 (25.50%) Computer Science
2 69 (19.55%) Visualisation
3 56 (15.86%) Analytical Skills
3 56 (15.86%) Statistics
4 55 (15.58%) Algorithms
5 47 (13.31%) Mathematics
6 37 (10.48%) Management Information System
7 35 (9.92%) Mobile App
8 28 (7.93%) PKI
9 23 (6.52%) Data Centre
10 21 (5.95%) Online Banking
10 21 (5.95%) Security Operations Centre
11 19 (5.38%) Data Structures
12 15 (4.25%) User Experience
13 13 (3.68%) Physics
14 8 (2.27%) Internet of Things
14 8 (2.27%) Psychology
14 8 (2.27%) Social Media
15 7 (1.98%) Cybercrime
15 7 (1.98%) Enterprise Software
Operating Systems
1 68 (19.26%) Linux
2 29 (8.22%) Windows
3 21 (5.95%) Mac OS X
4 13 (3.68%) Android
5 12 (3.40%) Apple iOS
6 7 (1.98%) Unix
7 5 (1.42%) CentOS
7 5 (1.42%) Ubuntu
Processes & Methodologies
1 347 (98.30%) Analytics
2 344 (97.45%) Data Analytics
3 131 (37.11%) Agile Software Development
4 90 (25.50%) Software Engineering
5 61 (17.28%) Scrum
6 60 (17.00%) Open Source
7 53 (15.01%) TDD
8 49 (13.88%) Business Intelligence
8 49 (13.88%) DevOps
9 42 (11.90%) Continuous Integration
10 39 (11.05%) Machine Learning
11 38 (10.76%) TOGAF
12 34 (9.63%) Data Visualisation
12 34 (9.63%) ETL
13 33 (9.35%) Information Security
14 31 (8.78%) Continuous Improvement
14 31 (8.78%) SOA
15 28 (7.93%) Time Management
16 27 (7.65%) Cybersecurity
16 27 (7.65%) Functional Programming
Programming Languages
1 139 (39.38%) Python
2 109 (30.88%) Java
3 85 (24.08%) SQL
4 50 (14.16%) JavaScript
5 47 (13.31%) C#
5 47 (13.31%) Ruby
5 47 (13.31%) Scala
6 37 (10.48%) Perl
7 35 (9.92%) R
8 27 (7.65%) C
9 23 (6.52%) C++
10 21 (5.95%) PowerShell
11 13 (3.68%) PL/SQL
12 11 (3.12%) T-SQL
13 8 (2.27%) Haskell
14 7 (1.98%) VBA
15 6 (1.70%) HiveQL
15 6 (1.70%) Lua
15 6 (1.70%) MATLAB
16 5 (1.42%) Jython
Qualifications
1 100 (28.33%) Degree
2 35 (9.92%) Security Cleared
3 23 (6.52%) PhD
4 22 (6.23%) Cisco Certification
4 22 (6.23%) CISSP
5 21 (5.95%) (ISC)2 CCSP
5 21 (5.95%) CCSP
5 21 (5.95%) SANS
6 17 (4.82%) SC Cleared
7 11 (3.12%) DV Cleared
8 1 (0.28%) CCNA
8 1 (0.28%) CEH
8 1 (0.28%) GCFA
8 1 (0.28%) GCIA
8 1 (0.28%) PMI Certification
8 1 (0.28%) PMP
Quality Assurance & Compliance
1 22 (6.23%) QA
2 8 (2.27%) Data Quality
3 2 (0.57%) SDET
4 1 (0.28%) CRD IV
4 1 (0.28%) ISO20022
4 1 (0.28%) Solvency II
System Software
1 26 (7.37%) VMware Infrastructure
2 25 (7.08%) Hyper-V
3 18 (5.10%) HDFS
4 13 (3.68%) Virtual Machines
5 10 (2.83%) Docker
6 3 (0.85%) Apache Flume
Systems Management
1 20 (5.67%) Puppet
2 13 (3.68%) HP Quality Center
3 12 (3.40%) Hadoop YARN
4 4 (1.13%) Opscode Chef
5 3 (0.85%) Ansible
5 3 (0.85%) Nagios
5 3 (0.85%) Oozie
6 2 (0.57%) Graphite
6 2 (0.57%) Salt
6 2 (0.57%) ZABBIX
7 1 (0.28%) Ambari
7 1 (0.28%) Ganglia
7 1 (0.28%) logstash
7 1 (0.28%) Zenoss
Vendors
1 55 (15.58%) Oracle
2 32 (9.07%) Cloudera
2 32 (9.07%) Hortonworks
3 27 (7.65%) IBM
4 26 (7.37%) Microsoft
4 26 (7.37%) VMware
5 24 (6.80%) MuleSoft
6 19 (5.38%) Tableau
7 18 (5.10%) Talend
8 16 (4.53%) Google
9 15 (4.25%) Cognos
10 8 (2.27%) MicroStrategy
11 7 (1.98%) Netezza
12 6 (1.70%) Salesforce.com
12 6 (1.70%) SAP
12 6 (1.70%) Sybase
13 4 (1.13%) Cisco
13 4 (1.13%) ESRI
13 4 (1.13%) Jaspersoft
14 3 (0.85%) Alteryx
London
Salt
Salary: £50000.00 - £65000.00 per annum + Benefits + Bonus
Posted: 8 hours 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: 5 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
Posted: 5 days ago
Cambridge
Computer Futures
Salary: £60000 - £85000 per annum + competitive benefits
Posted: 6 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 4 days ago
London
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: 14 days ago
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: 14 days ago
London
Lawrence Harvey
Salary: £60000.00 - £70000.00 per annum
Posted: 17 days ago
Glasgow, Lanarkshire
CGI
Salary: £35000 - £41000 per annum + benefits
Posted: 17 days ago
Edinburgh, Midlothian
CGI
Salary: £35000 - £41000 per annum + benefits
Posted: 18 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 14 days ago
Bristol
XIST4 IT Recruitment
Salary: £45-55,000 + Share Options
Posted: 27 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive salary plus bonus and benefits
Posted: 24 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 24 days ago