The following table provides summary statistics for permanent job vacancies with a requirement for Big Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data Analytics over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Big Data Analytics
UK
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 777 785 851
Rank change year-on-year +8 +66  
Permanent jobs citing Big Data Analytics 81 169 127
As % of all permanent IT jobs advertised in the UK 0.095% 0.16% 0.12%
As % of the Processes & Methodologies category 0.11% 0.18% 0.14%
Number of salaries quoted 61 137 99
Median salary £60,000 £62,500 £55,000
Median salary % change year-on-year -4.00% +13.63%  
90% offered a salary of more than £32,750 £45,000 £40,000
10% offered a salary of more than £94,500 £80,000 £80,000
UK excluding London median salary £60,000 £47,500 £60,000
% change year-on-year +26.31% -20.83%  

Big Data Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 75940 92082 94020
As % of all permanent IT job vacancies advertised in the UK 89.12% 88.56% 87.01%
Number of salaries quoted 62461 76226 76084
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Big Data Analytics
Job Vacancy Trend

The job posting trend of jobs advertised citing Big Data Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Big Data Analytics 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.

Salary trend for Big Data Analytics in the UK

Big Data Analytics
Salary Histogram

The salary distribution of IT jobs citing Big Data Analytics over the 3 months to 28 March 2017.

Salary histogram for Big Data Analytics in the UK

Big Data Analytics
Top 19 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 28 March 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 +32 79 £60,000 -7.69% 10
London +35 56 £60,000 -14.28% 7
North West 0 13 £62,500 -3.84% 1
Manchester -11 13 £62,500 -3.84% 1
South East +38 9 £60,000 - 2
Berkshire - 6 £72,500 - 1
City of London +27 3 £75,000 -6.25% 3
Surrey +51 2 £62,500 +8.69%
Reading - 2 £72,500 - 1
Edinburgh - 2 £35,000 -
Scotland - 2 £35,000 -
Kent +25 1 - -
Yorkshire +21 1 - -
West Yorkshire +17 1 - -
West Sussex - 1 £60,000 -
Maidstone - 1 - -
Halifax - 1 - -
Bracknell - 1 £125,000 -
Maidenhead - 1 £52,500 -

Big Data Analytics
Top 30 Co-occurring IT Skills

For the 6 months to 28 March 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.

1 201 (100.00%) Big Data
2 200 (99.50%) Analytics
3 197 (98.01%) Data Analytics
4 81 (40.30%) Agile Software Development
5 80 (39.80%) Python
6 79 (39.30%) Java
7 78 (38.81%) Hadoop
8 64 (31.84%) Degree
8 64 (31.84%) Visualisation
9 61 (30.35%) SQL
10 55 (27.36%) Apache Spark
11 47 (23.38%) MongoDB
12 45 (22.39%) JavaScript
12 45 (22.39%) Linux
13 43 (21.39%) Oracle
14 42 (20.90%) Apache Hive
15 41 (20.40%) Spring
16 40 (19.90%) Open Source
16 40 (19.90%) Relational Database
17 39 (19.40%) Software Engineering
18 37 (18.41%) MySQL
18 37 (18.41%) Apache Pig
19 36 (17.91%) Business Intelligence
19 36 (17.91%) Scrum
20 35 (17.41%) HTML
20 35 (17.41%) Mathematics
21 34 (16.92%) CSS
21 34 (16.92%) Middleware
22 33 (16.42%) Java EE
22 33 (16.42%) NoSQL

Big Data Analytics
Co-occurring 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 55 (27.36%) Apache Spark
2 37 (18.41%) Apache Pig
3 31 (15.42%) Elasticsearch
4 25 (12.44%) SAS
5 8 (3.98%) Apache
5 8 (3.98%) JBoss
6 3 (1.49%) Adobe Experience Manager
6 3 (1.49%) Mule
7 1 (0.50%) Confluence
7 1 (0.50%) IIS
7 1 (0.50%) nginx
7 1 (0.50%) Oracle Workflow
Applications
1 16 (7.96%) MS Excel
2 13 (6.47%) SPSS
3 7 (3.48%) MS PowerPoint
4 1 (0.50%) MS Office
Business Applications
1 1 (0.50%) SAP Oil and Gas
Cloud Services
1 29 (14.43%) Amazon AWS
2 11 (5.47%) GitHub
3 10 (4.98%) Google Analytics
4 9 (4.48%) Cloud Computing
5 7 (3.48%) Microsoft Azure
6 6 (2.99%) Amazon EC2
7 4 (1.99%) Google Cloud Platform
8 2 (1.00%) IBM Cloud
8 2 (1.00%) SaaS
9 1 (0.50%) IaaS
9 1 (0.50%) PaaS
Communications & Networking
1 10 (4.98%) HTTP
2 9 (4.48%) Network Security
3 5 (2.49%) SSL
4 4 (1.99%) LDAP
5 3 (1.49%) Internet
5 3 (1.49%) WebEx
6 2 (1.00%) SMTP
7 1 (0.50%) DHCP
7 1 (0.50%) DNS
7 1 (0.50%) Firewall
7 1 (0.50%) Kerberos
7 1 (0.50%) NAS
7 1 (0.50%) NX-OS
7 1 (0.50%) PPP
7 1 (0.50%) SAN
7 1 (0.50%) TCP/IP
Database & Business Intelligence
1 201 (100.00%) Big Data
2 78 (38.81%) Hadoop
3 47 (23.38%) MongoDB
4 42 (20.90%) Apache Hive
5 40 (19.90%) Relational Database
6 37 (18.41%) MySQL
7 33 (16.42%) NoSQL
8 27 (13.43%) SQL Server
9 26 (12.94%) Data Warehouse
10 25 (12.44%) RDBMS
11 14 (6.97%) HBase
11 14 (6.97%) SQL Server Integration Services
12 13 (6.47%) Pentaho
13 10 (4.98%) PostgreSQL
14 9 (4.48%) Neo4j
14 9 (4.48%) Power BI
14 9 (4.48%) QlikView
14 9 (4.48%) SQL Server Reporting Services
15 8 (3.98%) Data Mining
16 7 (3.48%) Data Lake
Development Applications
1 13 (6.47%) JIRA
2 12 (5.97%) Talend Open Studio
3 7 (3.48%) Jenkins
4 3 (1.49%) Hudson
5 2 (1.00%) Fiddler
5 2 (1.00%) Git (software)
5 2 (1.00%) gulp
5 2 (1.00%) ReSharper
5 2 (1.00%) Team Foundation Server
5 2 (1.00%) Visual Studio
6 1 (0.50%) FishEye
6 1 (0.50%) Maven
6 1 (0.50%) Sonatype Nexus
General
1 22 (10.95%) Finance
2 21 (10.45%) Marketing
3 17 (8.46%) Retail
4 15 (7.46%) Advertising
5 11 (5.47%) Military
6 7 (3.48%) Telecoms
7 6 (2.99%) Games
8 3 (1.49%) Manufacturing
8 3 (1.49%) Pharmaceutical
9 2 (1.00%) Banking
9 2 (1.00%) Music Industry
10 1 (0.50%) Electronics
10 1 (0.50%) Financial Institution
10 1 (0.50%) Law
Job Titles
1 67 (33.33%) Developer
2 30 (14.93%) Analyst
3 27 (13.43%) Architect
4 22 (10.95%) Java Developer
5 20 (9.95%) Software Engineer
6 19 (9.45%) Software Developer
7 16 (7.96%) Java Software Developer
8 15 (7.46%) Data Architect
9 14 (6.97%) Big Data Developer
9 14 (6.97%) Data Scientist
10 13 (6.47%) Data Analyst
11 12 (5.97%) Consultant
11 12 (5.97%) Scala Developer
12 11 (5.47%) Data Engineer
13 10 (4.98%) Junior
14 9 (4.48%) Big Data Architect
14 9 (4.48%) Hadoop Developer
14 9 (4.48%) JavaScript Developer
14 9 (4.48%) Senior Developer
14 9 (4.48%) Solutions Architect
Libraries, Frameworks & Software Standards
1 41 (20.40%) Spring
2 35 (17.41%) HTML
3 34 (16.92%) CSS
3 34 (16.92%) Middleware
4 33 (16.42%) Apache Camel
4 33 (16.42%) Java EE
5 31 (15.42%) AngularJS
6 29 (14.43%) HTML5
7 28 (13.93%) CSS3
8 25 (12.44%) Hibernate
9 23 (11.44%) LAMP
9 23 (11.44%) Node.js
10 18 (8.96%) REST
11 17 (8.46%) jQuery
11 17 (8.46%) XML
12 11 (5.47%) .NET
13 9 (4.48%) Akka
13 9 (4.48%) JSON
13 9 (4.48%) SOAP
14 8 (3.98%) Play Framework
Miscellaneous
1 31 (15.42%) Analytical Skills
2 27 (13.43%) Computer Science
3 25 (12.44%) Algorithms
3 25 (12.44%) PKI
4 13 (6.47%) User Experience
5 9 (4.48%) Data Structures
5 9 (4.48%) Mobile App
6 7 (3.48%) Cyberthreat
6 7 (3.48%) Data Centre
7 5 (2.49%) Enterprise Software
7 5 (2.49%) Fintech
8 4 (1.99%) Semantic Web
8 4 (1.99%) Social Media
8 4 (1.99%) Xbox
9 3 (1.49%) iPhone
9 3 (1.49%) Life Science
9 3 (1.49%) Linux Command Line
9 3 (1.49%) Management Information System
10 2 (1.00%) Cyber Attack
10 2 (1.00%) NHS
Operating Systems
1 45 (22.39%) Linux
2 11 (5.47%) Windows
3 7 (3.48%) Unix
4 4 (1.99%) AIX
4 4 (1.99%) Android
4 4 (1.99%) Apple iOS
4 4 (1.99%) HPUX
4 4 (1.99%) Solaris
5 3 (1.49%) Mac OS X
5 3 (1.49%) Windows Server
6 2 (1.00%) Windows 10
6 2 (1.00%) Windows 8
7 1 (0.50%) Windows Server 2003
7 1 (0.50%) Windows Server 2008
Processes & Methodologies
1 200 (99.50%) Analytics
2 197 (98.01%) Data Analytics
3 81 (40.30%) Agile Software Development
4 64 (31.84%) Visualisation
5 40 (19.90%) Open Source
6 39 (19.40%) Software Engineering
7 36 (17.91%) Business Intelligence
7 36 (17.91%) Scrum
8 35 (17.41%) Mathematics
9 30 (14.93%) DevOps
9 30 (14.93%) Statistics
9 30 (14.93%) TDD
10 28 (13.93%) Continuous Improvement
10 28 (13.93%) Time Management
11 25 (12.44%) SOA
12 24 (11.94%) Data Modelling
12 24 (11.94%) Data Visualisation
13 22 (10.95%) Information Security
13 22 (10.95%) SDLC
14 20 (9.95%) ETL
Programming Languages
1 80 (39.80%) Python
2 79 (39.30%) Java
3 61 (30.35%) SQL
4 45 (22.39%) JavaScript
5 32 (15.92%) C
6 31 (15.42%) R
6 31 (15.42%) Ruby
7 30 (14.93%) Perl
8 25 (12.44%) C#
9 24 (11.94%) Scala
10 13 (6.47%) T-SQL
11 11 (5.47%) MATLAB
12 10 (4.98%) C++
13 5 (2.49%) Bash Shell
13 5 (2.49%) HiveQL
13 5 (2.49%) PL/SQL
13 5 (2.49%) VBA
14 4 (1.99%) Groovy
15 3 (1.49%) PowerShell
15 3 (1.49%) SPARQL
Qualifications
1 64 (31.84%) Degree
2 25 (12.44%) Security Cleared
3 21 (10.45%) DV Cleared
4 20 (9.95%) PhD
5 2 (1.00%) CBAP
5 2 (1.00%) IIBA
5 2 (1.00%) SC Cleared
6 1 (0.50%) CEH
6 1 (0.50%) CISSP
6 1 (0.50%) GCFA
6 1 (0.50%) GCIA
Quality Assurance & Compliance
1 6 (2.99%) QA
2 4 (1.99%) Data Quality
3 3 (1.49%) PMO
4 2 (1.00%) GCP
5 1 (0.50%) CRD IV
5 1 (0.50%) ISO20022
5 1 (0.50%) Solvency II
System Software
1 24 (11.94%) Hyper-V
1 24 (11.94%) VMware Infrastructure
2 7 (3.48%) HDFS
3 3 (1.49%) Docker
4 2 (1.00%) Apache Flume
5 1 (0.50%) Active Directory
5 1 (0.50%) EMC RecoverPoint
5 1 (0.50%) Virtual Machines
5 1 (0.50%) VMware ESX
Systems Management
1 6 (2.99%) Kibana
2 4 (1.99%) Puppet
3 2 (1.00%) Opscode Chef
4 1 (0.50%) Ansible
4 1 (0.50%) EMC VPLEX
4 1 (0.50%) McAfee ePO
4 1 (0.50%) Oozie
4 1 (0.50%) Simpana
Vendors
1 43 (21.39%) Oracle
2 25 (12.44%) VMware
3 13 (6.47%) Google
4 12 (5.97%) Tableau
4 12 (5.97%) Talend
5 10 (4.98%) Cognos
6 9 (4.48%) Hortonworks
6 9 (4.48%) MuleSoft
7 8 (3.98%) Microsoft
8 7 (3.48%) Splunk
9 6 (2.99%) IBM
10 5 (2.49%) MicroStrategy
10 5 (2.49%) Netezza
10 5 (2.49%) Sybase
11 4 (1.99%) Cisco
11 4 (1.99%) Cloudera
11 4 (1.99%) Greenplum
12 3 (1.49%) AppDynamics
12 3 (1.49%) Intel
12 3 (1.49%) SAP
London
Salt
Salary: £65000.00 - £75000.00 per annum
Posted: Yesterday
United Kingdom
Capgemini UK
Posted: Yesterday
United Kingdom
Capgemini UK
Posted: Yesterday
Buckinghamshire
HAYS INFORMATION TECHNOLOGY
Salary: £50000.00 - £60000.00 per annum + Bonus + Benefits
Posted: 5 days ago
City, London
Software Personnel International Ltd
Salary: From £40,000 to £55,000 per annum
Posted: 4 days ago
City, London
Software Personnel International Ltd
Posted: 4 days ago
Reading, Berkshire
Claremont Consulting Ltd
Salary: From £40,000 to £55,000 per annum Benefits
Posted: 4 days ago
London
Seven Recruitment
Salary: From £65,000 to £75,000 per annum
Posted: 5 days ago
City of London
Computer Futures
Salary: competitive
Posted: 11 days ago
London
Churchill Frank
Salary: £65000 - £85000 per annum + OTE £150k
Posted: 16 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive salary plus benefits
Posted: 12 days ago
UK
Martin & Conley
Salary: £80000 - £120000 per annum + Pension, Healthcare + Benefits
Posted: 22 days ago