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 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Big Data Analytics
UK
Rank 752 772 875
Rank change year-on-year
+20 +103
Permanent jobs citing Big Data Analytics 106 148 78
As % of all permanent IT jobs located in the UK 0.13% 0.15% 0.076%
As % of the Processes & Methodologies category 0.14% 0.17% 0.088%
Number of salaries quoted 91 111 67
Median salary £60,000 £65,000 £65,000
Median salary % change year-on-year
-7.69% -
90% offered a salary of more than £37,500 £47,500 £42,300
10% offered a salary of more than £90,000 £100,000 £80,000
UK excluding London median salary £50,000 £65,000 £63,750
% change year-on-year
-23.07% +1.96%

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
74113 86274 88538
As % of all permanent IT jobs located in the UK 88.16% 87.68% 86.03%
Number of salaries quoted 61003 71739 73006
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 17 January 2017 within the UK.

Big Data Analytics Salary Histogram in the UK

Big Data Analytics
Top 22 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 17 January 2017. 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 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 +7 99 £62,500 -3.84% 20
London +46 66 £72,500 +11.53% 12
North West +2 18 £37,500 -50.00% 2
City of London +24 12 £75,000 +7.14% 1
Manchester - 11 £32,500 - 2
South East +41 8 £55,000 -8.33% 4
South West - 7 £51,250 -
Scotland - 7 £60,000 -
Edinburgh - 6 £60,000 -
Bristol - 4 £50,000 -
Surrey +36 2 £65,000 +150.00% 1
Oxford +24 2 £55,000 -15.38%
Oxfordshire +23 2 £55,000 -12.00%
Gloucestershire - 2 £52,500 -
Berkshire +27 1 £125,000 +138.09% 1
East Sussex - 1 £37,500 -
Swindon - 1 - -
Bracknell - 1 £125,000 - 1
Brighton - 1 £37,500 -
Gloucester - 1 £52,500 -
Greenwich - 1 - -
Wiltshire - 1 - -

Big Data Analytics
Top 30 Related IT Skills

For the 6 months to 17 January 2017, 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.

1 268 (100.00%) Big Data
2 266 (99.25%) Analytics
3 263 (98.13%) Data Analytics
4 106 (39.55%) Agile Software Development
5 94 (35.07%) Hadoop
6 93 (34.70%) Python
7 89 (33.21%) Java
8 85 (31.72%) Degree
9 74 (27.61%) Apache Spark
10 69 (25.75%) Visualisation
10 69 (25.75%) Computer Science
11 68 (25.37%) Software Engineering
12 65 (24.25%) SQL
13 60 (22.39%) MongoDB
14 58 (21.64%) AngularJS
15 56 (20.90%) NoSQL
15 56 (20.90%) Oracle
15 56 (20.90%) Scrum
16 54 (20.15%) Spring
17 52 (19.40%) MySQL
18 50 (18.66%) Linux
19 49 (18.28%) JavaScript
19 49 (18.28%) Amazon AWS
19 49 (18.28%) Algorithms
20 47 (17.54%) Open Source
20 47 (17.54%) Finance
21 45 (16.79%) Statistics
22 44 (16.42%) Ruby
22 44 (16.42%) TDD
22 44 (16.42%) Middleware

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 74 (27.61%) Apache Spark
2 35 (13.06%) Apache Pig
3 33 (12.31%) Elasticsearch
4 19 (7.09%) SAS
5 12 (4.48%) JBoss
6 9 (3.36%) Apache
7 3 (1.12%) Adobe Experience Manager
7 3 (1.12%) Apache Solr
7 3 (1.12%) Mule
8 1 (0.37%) Facebook Platform
Applications
1 27 (10.07%) MS Excel
2 10 (3.73%) MS PowerPoint
3 6 (2.24%) SPSS
4 3 (1.12%) MS Office
Business Applications
1 1 (0.37%) SAP Oil and Gas
Cloud Services
1 49 (18.28%) Amazon AWS
2 23 (8.58%) GitHub
3 18 (6.72%) Cloud Computing
4 11 (4.10%) Google Analytics
5 9 (3.36%) Microsoft Azure
6 6 (2.24%) Amazon EC2
6 6 (2.24%) SaaS
7 4 (1.49%) IBM Cloud
8 2 (0.75%) IaaS
8 2 (0.75%) PaaS
9 1 (0.37%) AdWords
9 1 (0.37%) Amazon Kinesis
9 1 (0.37%) AWS Lambda
9 1 (0.37%) Google Cloud Platform
9 1 (0.37%) iTunes
Communications & Networking
1 21 (7.84%) HTTP
2 6 (2.24%) Internet
2 6 (2.24%) Network Security
3 3 (1.12%) SSL
3 3 (1.12%) WebEx
4 1 (0.37%) Kerberos
4 1 (0.37%) LDAP
4 1 (0.37%) PPP
Database & Business Intelligence
1 268 (100.00%) Big Data
2 94 (35.07%) Hadoop
3 60 (22.39%) MongoDB
4 56 (20.90%) NoSQL
5 52 (19.40%) MySQL
6 43 (16.04%) Relational Database
6 43 (16.04%) SQL Server
7 40 (14.93%) Apache Hive
8 32 (11.94%) Data Warehouse
9 31 (11.57%) RDBMS
10 24 (8.96%) PostgreSQL
11 19 (7.09%) SQL Server Integration Services
12 18 (6.72%) Pentaho
13 16 (5.97%) SQL Server Reporting Services
14 14 (5.22%) HBase
15 13 (4.85%) Neo4j
16 12 (4.48%) Apache Cassandra
16 12 (4.48%) Data Mining
17 11 (4.10%) Power BI
17 11 (4.10%) QlikView
Development Applications
1 20 (7.46%) JIRA
2 17 (6.34%) Talend Open Studio
3 12 (4.48%) Git (software)
4 11 (4.10%) NUnit
4 11 (4.10%) Ranorex
4 11 (4.10%) Rhino Mocks
4 11 (4.10%) Team Foundation Server
5 9 (3.36%) Jenkins
6 5 (1.87%) Subversion
6 5 (1.87%) ZenHub
7 3 (1.12%) Hudson
7 3 (1.12%) Vagrant
8 1 (0.37%) Maven
General
1 47 (17.54%) Finance
2 26 (9.70%) Advertising
3 24 (8.96%) Marketing
4 23 (8.58%) Retail
5 10 (3.73%) Military
6 9 (3.36%) Manufacturing
7 6 (2.24%) Telecoms
8 5 (1.87%) Games
9 4 (1.49%) Banking
9 4 (1.49%) Financial Institution
10 2 (0.75%) Electronics
10 2 (0.75%) Pharmaceutical
11 1 (0.37%) Dutch Language
11 1 (0.37%) Investment Banking
11 1 (0.37%) Music Industry
11 1 (0.37%) Spanish Language
Job Titles
1 96 (35.82%) Developer
2 35 (13.06%) Architect
3 34 (12.69%) Software Engineer
4 31 (11.57%) Analyst
5 23 (8.58%) Java Developer
5 23 (8.58%) Software Developer
6 21 (7.84%) Data Scientist
6 21 (7.84%) Scala Developer
7 19 (7.09%) Data Architect
8 18 (6.72%) Big Data Developer
9 17 (6.34%) Senior Developer
10 14 (5.22%) Data Engineer
11 12 (4.48%) Solutions Architect
12 11 (4.10%) Consultant
12 11 (4.10%) Data Analyst
12 11 (4.10%) Hadoop Developer
12 11 (4.10%) Java Software Developer
12 11 (4.10%) Senior Data Scientist
13 10 (3.73%) Big Data Architect
13 10 (3.73%) Java Engineer
Libraries, Frameworks & Software Standards
1 58 (21.64%) AngularJS
2 54 (20.15%) Spring
3 44 (16.42%) Middleware
4 42 (15.67%) Apache Camel
5 41 (15.30%) HTML
6 38 (14.18%) CSS
7 37 (13.81%) Java EE
8 36 (13.43%) Hibernate
9 32 (11.94%) HTML5
10 31 (11.57%) CSS3
10 31 (11.57%) Node.js
11 30 (11.19%) LAMP
12 23 (8.58%) jQuery
13 21 (7.84%) REST
14 20 (7.46%) .NET
15 18 (6.72%) Akka
16 17 (6.34%) Play Framework
17 16 (5.97%) XML
18 12 (4.48%) ActiveMQ
18 12 (4.48%) jBPM
Miscellaneous
1 69 (25.75%) Computer Science
1 69 (25.75%) Visualisation
2 49 (18.28%) Algorithms
3 45 (16.79%) Statistics
4 36 (13.43%) Mathematics
5 35 (13.06%) Analytical Skills
6 30 (11.19%) PKI
7 18 (6.72%) Data Structures
8 17 (6.34%) Data Centre
9 14 (5.22%) Management Information System
9 14 (5.22%) User Experience
10 12 (4.48%) Mobile App
11 10 (3.73%) Physics
12 8 (2.99%) Fintech
12 8 (2.99%) Psychology
13 7 (2.61%) Enterprise Software
14 6 (2.24%) iPhone
14 6 (2.24%) Taxonomies
15 5 (1.87%) Social Media
15 5 (1.87%) Xbox
Operating Systems
1 50 (18.66%) Linux
2 7 (2.61%) Windows
3 6 (2.24%) Android
3 6 (2.24%) Apple iOS
4 4 (1.49%) CentOS
4 4 (1.49%) Ubuntu
4 4 (1.49%) Unix
Processes & Methodologies
1 266 (99.25%) Analytics
2 263 (98.13%) Data Analytics
3 106 (39.55%) Agile Software Development
4 68 (25.37%) Software Engineering
5 56 (20.90%) Scrum
6 47 (17.54%) Open Source
7 44 (16.42%) TDD
8 41 (15.30%) Business Intelligence
9 38 (14.18%) DevOps
10 32 (11.94%) Time Management
11 31 (11.57%) Continuous Improvement
12 30 (11.19%) Continuous Integration
12 30 (11.19%) Data Visualisation
13 28 (10.45%) SOA
14 26 (9.70%) Functional Programming
15 24 (8.96%) ETL
15 24 (8.96%) Machine Learning
15 24 (8.96%) TOGAF
16 21 (7.84%) Migration
17 20 (7.46%) User Stories
Programming Languages
1 93 (34.70%) Python
2 89 (33.21%) Java
3 65 (24.25%) SQL
4 49 (18.28%) JavaScript
5 44 (16.42%) Ruby
6 39 (14.55%) Scala
7 38 (14.18%) Perl
8 36 (13.43%) C#
9 30 (11.19%) C
10 23 (8.58%) R
11 17 (6.34%) C++
12 14 (5.22%) T-SQL
13 10 (3.73%) PL/SQL
14 7 (2.61%) Haskell
14 7 (2.61%) HiveQL
15 6 (2.24%) Lua
15 6 (2.24%) VBA
16 4 (1.49%) Jython
16 4 (1.49%) PHP
17 3 (1.12%) MATLAB
Qualifications
1 85 (31.72%) Degree
2 33 (12.31%) Security Cleared
3 16 (5.97%) DV Cleared
4 15 (5.60%) PhD
5 11 (4.10%) SC Cleared
6 1 (0.37%) CCNA
6 1 (0.37%) CEH
6 1 (0.37%) Cisco Certification
6 1 (0.37%) CISSP
6 1 (0.37%) GCFA
6 1 (0.37%) GCIA
Quality Assurance & Compliance
1 11 (4.10%) QA
2 5 (1.87%) Data Quality
3 1 (0.37%) CRD IV
3 1 (0.37%) ISO20022
3 1 (0.37%) SDET
3 1 (0.37%) Solvency II
System Software
1 27 (10.07%) Hyper-V
1 27 (10.07%) VMware Infrastructure
2 11 (4.10%) HDFS
3 9 (3.36%) Virtual Machines
4 6 (2.24%) Docker
5 2 (0.75%) Apache Flume
Systems Management
1 11 (4.10%) HP Quality Center
2 7 (2.61%) Puppet
3 5 (1.87%) Hadoop YARN
4 4 (1.49%) Kibana
5 2 (0.75%) Ansible
5 2 (0.75%) Oozie
5 2 (0.75%) Opscode Chef
6 1 (0.37%) Ambari
6 1 (0.37%) Graphite
6 1 (0.37%) logstash
6 1 (0.37%) Nagios
6 1 (0.37%) Salt
6 1 (0.37%) ZABBIX
Vendors
1 56 (20.90%) Oracle
2 27 (10.07%) VMware
3 23 (8.58%) Microsoft
4 17 (6.34%) Talend
5 16 (5.97%) Hortonworks
6 14 (5.22%) Cognos
7 13 (4.85%) Google
7 13 (4.85%) MuleSoft
8 12 (4.48%) Cloudera
8 12 (4.48%) Tableau
9 11 (4.10%) IBM
10 8 (2.99%) Netezza
11 7 (2.61%) Sybase
12 5 (1.87%) MicroStrategy
12 5 (1.87%) SAP
13 4 (1.49%) Cisco
13 4 (1.49%) Greenplum
14 3 (1.12%) AppDynamics
14 3 (1.12%) Intel
14 3 (1.12%) Salesforce.com
South West London
DCV Technologies
Salary: From £50,000 to £60,000 per annum Amazing benefits packages
Posted: 14 hours ago
West London
Revolution Technology
Salary: From £45,000 to £60,000 per annum Benefits & Bonus included + Equity
Posted: Yesterday
London
Network Compucare
Salary: £60,000 - £75,000 per year
Posted: 2 days ago
London
Scott-Merrick LLP
Posted: Yesterday
Guildford
BAE SYSTEMS
Salary: Competitive + Benefits
Posted: 2 days ago
London
McGregor Boyall
Salary: £50000.00 - £60000.00 per annum
Posted: 4 days ago
London
Vadis People
Salary: c£120,000 - £140,000 Package
Posted: 5 days ago
London
Salt
Salary: £80000.00 - £110000.00 per annum
Posted: 4 days ago
City, London
Software Personnel International Ltd
Salary: From £40,000 to £70,000 per annum
Posted: 5 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 4 days ago
Bracknell
Computer Futures
Salary: £120000 - £130000 per annum + Double OTE + Benefits
Posted: 13 days ago
London
comparethemarket.com
Salary: Up to £95,000 per annum
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Hampshire
Acumin
Salary: Up to £55,000 per annum DOE
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Manchester, Lancashire
Raytheon Systems Ltd
Posted: 4 days ago
London
Verticality Ltd
Salary: £55000 - £65000 per annum, Benefits Bonus + Excellent Benefits Package
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Romsey, Hampshire
DCV Technologies
Posted: 6 days ago
London
Computer Futures
Salary: £100000 per annum + competitive
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London
Computer Futures
Salary: £65000 - £70000 per annum + competitive
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Cambridge
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Salary: £90000 - £100000 per annum
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