The table below looks at the statistics for Big Data Analytics skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Big Data Analytics over the 3 months to 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 506 570 620
Rank change year-on-year
+64 +50
Permanent jobs citing Big Data Analytics 130 105 71
As % of all permanent IT jobs located in London 0.33% 0.24% 0.15%
As % of the Processes & Methodologies category 0.37% 0.27% 0.17%
Number of salaries quoted 107 79 54
Median salary £70,000 £55,000 £64,250
Median salary % change year-on-year
+27.27% -14.39%
90% offered a salary of more than £55,000 £30,000 £40,000
10% offered a salary of more than £95,500 £90,000 £100,000
UK excluding London median salary £55,000 £40,000 £56,250
% change year-on-year
+37.50% -28.88%
Big Data Analytics
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
35261 39083 41940
As % of all permanent IT jobs located in London 89.50% 87.89% 87.29%
Number of salaries quoted 30555 32783 34834
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Big Data Analytics
Jobs Demand Trend in London

The demand trend of job ads across the London 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 London

Big Data Analytics
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data Analytics across the London region.

Big Data Analytics Salary Trend in London

Big Data Analytics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Big Data Analytics across the London region over the 3 months to 26 July 2016.

Big Data Analytics Salary Histogram in London

Big Data Analytics
Job Locations in London

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 London region over the 3 months to 26 July 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
City of London +69 12 £55,000 -24.13% 3
Big Data Analytics
England

Big Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 26 July 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 London region with a requirement for Big Data Analytics.

1 233 (100.00%) Big Data
2 232 (99.57%) Analytics
3 231 (99.14%) Data Analytics
4 118 (50.64%) Hadoop
5 91 (39.06%) Python
6 81 (34.76%) SQL
7 80 (34.33%) Java
8 61 (26.18%) Finance
9 56 (24.03%) Cloudera
10 50 (21.46%) Agile Software Development
11 49 (21.03%) NoSQL
12 47 (20.17%) Machine Learning
13 44 (18.88%) Apache Spark
14 41 (17.60%) Amazon AWS
15 40 (17.17%) Open Source
15 40 (17.17%) Hortonworks
16 39 (16.74%) Scala
16 39 (16.74%) Computer Science
17 38 (16.31%) Business Intelligence
18 37 (15.88%) Mathematics
19 36 (15.45%) Software Engineering
19 36 (15.45%) Apache Hive
20 35 (15.02%) MongoDB
21 34 (14.59%) Visualisation
21 34 (14.59%) DevOps
21 34 (14.59%) Banking
21 34 (14.59%) Statistics
21 34 (14.59%) Linux
22 33 (14.16%) Apache Cassandra
22 33 (14.16%) Predictive Modelling

Big Data Analytics
Top Related IT Skills in London 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 44 (18.88%) Apache Spark
2 30 (12.88%) Apache Pig
3 12 (5.15%) SAS
4 11 (4.72%) Elasticsearch
5 5 (2.15%) Apache Solr
5 5 (2.15%) ArcGIS
6 4 (1.72%) Mule
7 3 (1.29%) JBoss
8 2 (0.86%) CMS
8 2 (0.86%) Tomcat
8 2 (0.86%) WebLogic
8 2 (0.86%) WebSphere
9 1 (0.43%) Apache
Applications
1 9 (3.86%) MS PowerPoint
2 8 (3.43%) SPSS
3 5 (2.15%) GNU Octave
4 4 (1.72%) MS Excel
5 2 (0.86%) MS Office
6 1 (0.43%) Stata
Business Applications
1 1 (0.43%) Cognos TM1
Cloud Services
1 41 (17.60%) Amazon AWS
2 28 (12.02%) Microsoft Azure
3 21 (9.01%) GitHub
4 13 (5.58%) Google Analytics
5 4 (1.72%) SaaS
6 3 (1.29%) AdWords
6 3 (1.29%) Google Cloud Platform
7 1 (0.43%) Amazon EC2
7 1 (0.43%) Amazon S3
7 1 (0.43%) Cloud Computing
7 1 (0.43%) iTunes
Communications & Networking
1 25 (10.73%) Internet
2 21 (9.01%) Firewall
3 16 (6.87%) HTTP
4 4 (1.72%) WebEx
5 1 (0.43%) DNS
5 1 (0.43%) SSH
5 1 (0.43%) TCP/IP
5 1 (0.43%) VPN
Database & Business Intelligence
1 233 (100.00%) Big Data
2 118 (50.64%) Hadoop
3 49 (21.03%) NoSQL
4 36 (15.45%) Apache Hive
5 35 (15.02%) MongoDB
6 33 (14.16%) Apache Cassandra
7 28 (12.02%) Data Mining
8 20 (8.58%) Data Warehouse
9 16 (6.87%) Relational Database
10 15 (6.44%) Neo4j
10 15 (6.44%) Voldemort
11 13 (5.58%) Pentaho
12 12 (5.15%) HBase
12 12 (5.15%) PostgreSQL
13 11 (4.72%) Spotfire
14 10 (4.29%) MySQL
14 10 (4.29%) QlikView
15 9 (3.86%) BusinessObjects
16 8 (3.43%) Impala
17 6 (2.58%) SQL Server Integration Services
Development Applications
1 31 (13.30%) Jenkins
2 10 (4.29%) Vagrant
3 9 (3.86%) Git (software)
4 7 (3.00%) Talend Open Studio
5 6 (2.58%) JIRA
6 5 (2.15%) TeamCity
7 4 (1.72%) ERwin
7 4 (1.72%) Hudson
8 1 (0.43%) Appium
8 1 (0.43%) Mocha
8 1 (0.43%) PhantomJS
8 1 (0.43%) Selenium
8 1 (0.43%) TestNG
General
1 61 (26.18%) Finance
2 34 (14.59%) Banking
3 27 (11.59%) Marketing
4 22 (9.44%) Retail
5 17 (7.30%) Advertising
6 16 (6.87%) Manufacturing
7 13 (5.58%) Games
8 8 (3.43%) Front Office
9 7 (3.00%) Financial Institution
9 7 (3.00%) Law
9 7 (3.00%) Telecoms
10 3 (1.29%) Publishing
11 2 (0.86%) Investment Banking
12 1 (0.43%) French Language
Job Titles
1 43 (18.45%) Data Scientist
2 39 (16.74%) Architect
3 33 (14.16%) Developer
4 32 (13.73%) Data Architect
5 29 (12.45%) Big Data Architect
6 25 (10.73%) Big Data Engineer
7 22 (9.44%) Data Engineer
8 21 (9.01%) Analyst
8 21 (9.01%) Machine Learning Scientist
9 19 (8.15%) Senior Data Scientist
10 18 (7.73%) Data Analytics Architect
10 18 (7.73%) Java Developer
11 17 (7.30%) Consultant
12 14 (6.01%) Project Manager
12 14 (6.01%) Senior Developer
13 13 (5.58%) Big Data Developer
13 13 (5.58%) Hadoop Engineer
14 12 (5.15%) Big Data Consultant
14 12 (5.15%) Head of Analytics
14 12 (5.15%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 25 (10.73%) Kafka
2 24 (10.30%) Middleware
3 21 (9.01%) XML
4 18 (7.73%) Node.js
5 14 (6.01%) Spring
6 13 (5.58%) HTML
7 12 (5.15%) AngularJS
8 11 (4.72%) Natural Language Processing
9 9 (3.86%) SparkR
10 8 (3.43%) CSS
10 8 (3.43%) D3.js
11 7 (3.00%) HTML5
11 7 (3.00%) REST
12 5 (2.15%) jQuery
12 5 (2.15%) Lucene
12 5 (2.15%) SOAP
13 4 (1.72%) Hibernate
13 4 (1.72%) J2EE
13 4 (1.72%) Twitter Bootstrap
14 3 (1.29%) XSD
Miscellaneous
1 39 (16.74%) Computer Science
2 37 (15.88%) Mathematics
3 34 (14.59%) Statistics
3 34 (14.59%) Visualisation
4 31 (13.30%) Analytical Skills
5 28 (12.02%) Management Information System
6 23 (9.87%) Data Centre
6 23 (9.87%) Mobile App
7 21 (9.01%) Online Banking
7 21 (9.01%) Security Operations Centre
8 18 (7.73%) Physics
9 15 (6.44%) Algorithms
10 10 (4.29%) User Experience
11 5 (2.15%) Cybercrime
11 5 (2.15%) Fintech
11 5 (2.15%) Replication
11 5 (2.15%) Smartphone
11 5 (2.15%) Social Media
12 4 (1.72%) Enterprise Software
13 3 (1.29%) Internet of Things
Operating Systems
1 34 (14.59%) Linux
2 21 (9.01%) Mac OS X
2 21 (9.01%) Windows
3 14 (6.01%) Unix
4 6 (2.58%) Android
4 6 (2.58%) Apple iOS
5 2 (0.86%) CentOS
5 2 (0.86%) Ubuntu
Processes & Methodologies
1 232 (99.57%) Analytics
2 231 (99.14%) Data Analytics
3 50 (21.46%) Agile Software Development
4 47 (20.17%) Machine Learning
5 40 (17.17%) Open Source
6 38 (16.31%) Business Intelligence
7 36 (15.45%) Software Engineering
8 34 (14.59%) DevOps
9 33 (14.16%) Predictive Modelling
10 30 (12.88%) ETL
11 29 (12.45%) E-Commerce
11 29 (12.45%) Statistical Analysis
12 28 (12.02%) Continuous Integration
13 27 (11.59%) Actionable Insight
14 26 (11.16%) Project Management
15 24 (10.30%) Stakeholder Management
15 24 (10.30%) TDD
15 24 (10.30%) TOGAF
16 23 (9.87%) Data Architecture
16 23 (9.87%) MapReduce
Programming Languages
1 91 (39.06%) Python
2 81 (34.76%) SQL
3 80 (34.33%) Java
4 39 (16.74%) Scala
5 32 (13.73%) R
6 21 (9.01%) PowerShell
7 14 (6.01%) MATLAB
8 13 (5.58%) JavaScript
9 12 (5.15%) Clojure
10 10 (4.29%) Ruby
11 8 (3.43%) VBA
12 6 (2.58%) C#
13 5 (2.15%) PL/SQL
14 4 (1.72%) C
14 4 (1.72%) C++
14 4 (1.72%) Groovy
15 2 (0.86%) Bash Shell
15 2 (0.86%) Haskell
16 1 (0.43%) Erlang
16 1 (0.43%) Jython
Qualifications
1 27 (11.59%) Degree
2 23 (9.87%) PhD
3 21 (9.01%) (ISC)2 CCSP
3 21 (9.01%) CCSP
3 21 (9.01%) Cisco Certification
3 21 (9.01%) CISSP
3 21 (9.01%) SANS
4 8 (3.43%) PMI Certification
4 8 (3.43%) PMP
5 7 (3.00%) SC Cleared
5 7 (3.00%) Security Cleared
6 1 (0.43%) DV Cleared
6 1 (0.43%) MCITP
6 1 (0.43%) MCSE
6 1 (0.43%) Microsoft Certification
Quality Assurance & Compliance
1 15 (6.44%) QA
2 11 (4.72%) Data Quality
System Software
1 31 (13.30%) HDFS
2 11 (4.72%) Docker
3 8 (3.43%) Apache Flume
4 5 (2.15%) VMware Infrastructure
5 4 (1.72%) Virtual Machines
5 4 (1.72%) VirtualBox
6 2 (0.86%) Apache ZooKeeper
Systems Management
1 23 (9.87%) Puppet
2 16 (6.87%) Hadoop YARN
3 5 (2.15%) Packer
4 3 (1.29%) Nagios
5 2 (0.86%) Ambari
5 2 (0.86%) Ansible
5 2 (0.86%) Oozie
5 2 (0.86%) Opscode Chef
5 2 (0.86%) ZABBIX
6 1 (0.43%) Ganglia
6 1 (0.43%) Graphite
6 1 (0.43%) Salt
6 1 (0.43%) Zenoss
Vendors
1 56 (24.03%) Cloudera
2 40 (17.17%) Hortonworks
3 31 (13.30%) IBM
4 26 (11.16%) MuleSoft
5 19 (8.15%) Google
6 15 (6.44%) Tableau
7 11 (4.72%) Greenplum
7 11 (4.72%) Informatica
7 11 (4.72%) Oracle
8 10 (4.29%) Cognos
8 10 (4.29%) MicroStrategy
9 7 (3.00%) Talend
10 6 (2.58%) MapR
11 5 (2.15%) Alteryx
11 5 (2.15%) Microsoft
11 5 (2.15%) Salesforce.com
11 5 (2.15%) VMware
12 4 (1.72%) AppDynamics
12 4 (1.72%) SAP
12 4 (1.72%) Teradata
Central London / West End
Client Server
Salary: £85k to £100k + benefits
Posted: 13 hours ago
City, London
Harvey Nash plc
Salary: £90000 - £100000 per annum + £6,200 car allowance +package
Posted: Yesterday
South West London
Understanding Recruitment
Salary: £35000 - £45000 per annum + Benefits
Posted: 2 days ago
South East London
Harris Global
Salary: From £50,000 to £60,000 per annum Benefits + Bonus
Posted: 11 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 4 days ago
City, London
Harvey Nash plc
Salary: £90000 - £100000 per annum + £6,200 car allowance +package
Posted: 6 days ago
South East London
Vadis People
Salary: Market Rates + Benefits
Posted: 4 days ago
West London
ReThink Recruitment
Salary: £50000.00 - £60000.00 per annum + Healthcare, Gym, Bonus
Posted: 6 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 18 days ago
London
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: 27 days ago
London
Apple
Salary: Competitive
Posted: 22 days ago