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 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 514 571 639
Rank change year-on-year
+57 +68
Permanent jobs citing Big Data Analytics 123 119 69
As % of all permanent IT jobs located in London 0.31% 0.27% 0.14%
As % of the Processes & Methodologies category 0.35% 0.30% 0.16%
Number of salaries quoted 108 92 51
Median salary £70,000 £55,000 £60,000
Median salary % change year-on-year
+27.27% -8.33%
90% offered a salary of more than £55,000 £30,000 £32,500
10% offered a salary of more than £100,000 £90,000 £80,000
UK excluding London median salary £55,000 £38,600 £55,000
% change year-on-year
+42.48% -29.81%
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
35508 39229 43672
As % of all permanent IT jobs located in London 89.66% 87.75% 87.40%
Number of salaries quoted 30774 32941 36259
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 1 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 1 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 +61 7 £87,500 +34.61% 6
Big Data Analytics
England

Big Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 1 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.

1 221 (100.00%) Big Data
2 220 (99.55%) Analytics
3 219 (99.10%) Data Analytics
4 122 (55.20%) Hadoop
5 81 (36.65%) Java
5 81 (36.65%) SQL
6 79 (35.75%) Python
7 52 (23.53%) Finance
7 52 (23.53%) Cloudera
8 47 (21.27%) NoSQL
9 46 (20.81%) Agile Software Development
10 42 (19.00%) Machine Learning
11 41 (18.55%) Apache Spark
12 40 (18.10%) Amazon AWS
13 39 (17.65%) Open Source
13 39 (17.65%) Computer Science
14 37 (16.74%) MongoDB
14 37 (16.74%) Hortonworks
15 36 (16.29%) Scala
15 36 (16.29%) Business Intelligence
15 36 (16.29%) Linux
16 34 (15.38%) Apache Hive
16 34 (15.38%) DevOps
17 33 (14.93%) Visualisation
17 33 (14.93%) Mathematics
18 32 (14.48%) Statistics
18 32 (14.48%) Jenkins
18 32 (14.48%) R
19 31 (14.03%) Apache Cassandra
19 31 (14.03%) Banking

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 41 (18.55%) Apache Spark
2 28 (12.67%) Apache Pig
3 12 (5.43%) SAS
4 9 (4.07%) Elasticsearch
5 8 (3.62%) Mule
6 3 (1.36%) ArcGIS
6 3 (1.36%) JBoss
7 2 (0.90%) Apache
7 2 (0.90%) Apache Solr
7 2 (0.90%) CMS
7 2 (0.90%) Tomcat
7 2 (0.90%) WebLogic
7 2 (0.90%) WebSphere
8 1 (0.45%) OpenStack
Applications
1 12 (5.43%) MS PowerPoint
2 5 (2.26%) GNU Octave
2 5 (2.26%) MS Excel
2 5 (2.26%) SPSS
3 1 (0.45%) MS Office
Cloud Services
1 40 (18.10%) Amazon AWS
2 28 (12.67%) Microsoft Azure
3 17 (7.69%) GitHub
4 12 (5.43%) Google Analytics
5 8 (3.62%) SaaS
6 3 (1.36%) AdWords
6 3 (1.36%) Google Cloud Platform
7 2 (0.90%) Cloud Computing
8 1 (0.45%) Amazon EC2
8 1 (0.45%) Amazon S3
Communications & Networking
1 19 (8.60%) Internet
2 16 (7.24%) Firewall
3 13 (5.88%) HTTP
4 8 (3.62%) WebEx
5 1 (0.45%) DNS
5 1 (0.45%) SSH
5 1 (0.45%) TCP/IP
5 1 (0.45%) VPN
Database & Business Intelligence
1 221 (100.00%) Big Data
2 122 (55.20%) Hadoop
3 47 (21.27%) NoSQL
4 37 (16.74%) MongoDB
5 34 (15.38%) Apache Hive
6 31 (14.03%) Apache Cassandra
7 24 (10.86%) Data Mining
8 19 (8.60%) Data Warehouse
9 14 (6.33%) HBase
9 14 (6.33%) Relational Database
10 13 (5.88%) PostgreSQL
11 12 (5.43%) Neo4j
11 12 (5.43%) Voldemort
12 11 (4.98%) MySQL
12 11 (4.98%) Spotfire
13 10 (4.52%) QlikView
14 8 (3.62%) Pentaho
15 7 (3.17%) BusinessObjects
15 7 (3.17%) Impala
16 6 (2.71%) SQL Server
Development Applications
1 32 (14.48%) Jenkins
2 11 (4.98%) JIRA
2 11 (4.98%) Vagrant
3 9 (4.07%) Git (software)
4 8 (3.62%) Hudson
4 8 (3.62%) Talend Open Studio
5 6 (2.71%) TeamCity
6 4 (1.81%) ERwin
7 1 (0.45%) Appium
7 1 (0.45%) Mocha
7 1 (0.45%) PhantomJS
7 1 (0.45%) Selenium
7 1 (0.45%) TestNG
General
1 52 (23.53%) Finance
2 31 (14.03%) Banking
3 25 (11.31%) Marketing
4 23 (10.41%) Retail
5 17 (7.69%) Advertising
6 16 (7.24%) Manufacturing
7 15 (6.79%) Games
8 9 (4.07%) Telecoms
9 8 (3.62%) Front Office
9 8 (3.62%) Law
10 6 (2.71%) Financial Institution
11 3 (1.36%) Publishing
12 2 (0.90%) Investment Banking
Job Titles
1 41 (18.55%) Architect
2 40 (18.10%) Data Scientist
3 33 (14.93%) Developer
4 30 (13.57%) Data Architect
5 28 (12.67%) Big Data Architect
6 24 (10.86%) Big Data Engineer
7 22 (9.95%) Analyst
8 21 (9.50%) Data Engineer
9 18 (8.14%) Java Developer
9 18 (8.14%) Machine Learning Scientist
10 17 (7.69%) Senior Data Scientist
11 16 (7.24%) Data Analytics Architect
12 15 (6.79%) Big Data Developer
13 14 (6.33%) Big Data Manager
13 14 (6.33%) Consultant
13 14 (6.33%) Data Analyst
13 14 (6.33%) Hadoop Engineer
13 14 (6.33%) Project Manager
14 13 (5.88%) Senior Developer
15 12 (5.43%) Head of IT
Libraries, Frameworks & Software Standards
1 22 (9.95%) Kafka
2 20 (9.05%) Middleware
2 20 (9.05%) XML
3 19 (8.60%) Node.js
4 18 (8.14%) Spring
5 16 (7.24%) AngularJS
5 16 (7.24%) HTML
6 11 (4.98%) HTML5
7 9 (4.07%) Natural Language Processing
7 9 (4.07%) SparkR
8 8 (3.62%) Twitter Bootstrap
9 7 (3.17%) CSS
9 7 (3.17%) REST
10 6 (2.71%) D3.js
11 5 (2.26%) Hibernate
11 5 (2.26%) Lucene
12 4 (1.81%) J2EE
12 4 (1.81%) jQuery
12 4 (1.81%) SOAP
12 4 (1.81%) XSD
Miscellaneous
1 39 (17.65%) Computer Science
2 33 (14.93%) Mathematics
2 33 (14.93%) Visualisation
3 32 (14.48%) Statistics
4 29 (13.12%) Analytical Skills
5 22 (9.95%) Management Information System
6 19 (8.60%) Mobile App
7 16 (7.24%) Data Centre
7 16 (7.24%) Online Banking
7 16 (7.24%) Physics
7 16 (7.24%) Security Operations Centre
8 14 (6.33%) Algorithms
9 8 (3.62%) User Experience
10 5 (2.26%) Enterprise Software
11 4 (1.81%) Fintech
11 4 (1.81%) PMI
11 4 (1.81%) Replication
11 4 (1.81%) Social Media
12 3 (1.36%) Data Integration
12 3 (1.36%) Smartphone
Operating Systems
1 36 (16.29%) Linux
2 16 (7.24%) Mac OS X
2 16 (7.24%) Windows
3 15 (6.79%) Unix
4 6 (2.71%) Android
4 6 (2.71%) Apple iOS
5 2 (0.90%) CentOS
5 2 (0.90%) Ubuntu
Processes & Methodologies
1 220 (99.55%) Analytics
2 219 (99.10%) Data Analytics
3 46 (20.81%) Agile Software Development
4 42 (19.00%) Machine Learning
5 39 (17.65%) Open Source
6 36 (16.29%) Business Intelligence
7 34 (15.38%) DevOps
8 30 (13.57%) Predictive Modelling
8 30 (13.57%) Software Engineering
9 29 (13.12%) E-Commerce
10 28 (12.67%) Project Management
10 28 (12.67%) Statistical Analysis
11 27 (12.22%) ETL
12 25 (11.31%) Continuous Integration
12 25 (11.31%) TOGAF
13 22 (9.95%) Data Architecture
13 22 (9.95%) MapReduce
14 21 (9.50%) TDD
15 19 (8.60%) Stakeholder Management
16 18 (8.14%) Presales
Programming Languages
1 81 (36.65%) Java
1 81 (36.65%) SQL
2 79 (35.75%) Python
3 36 (16.29%) Scala
4 32 (14.48%) R
5 16 (7.24%) PowerShell
6 15 (6.79%) JavaScript
7 14 (6.33%) MATLAB
8 11 (4.98%) Clojure
9 10 (4.52%) C
10 8 (3.62%) C++
10 8 (3.62%) Groovy
10 8 (3.62%) Ruby
10 8 (3.62%) VBA
11 6 (2.71%) PL/SQL
12 5 (2.26%) C#
13 2 (0.90%) HiveQL
13 2 (0.90%) T-SQL
14 1 (0.45%) Bash Shell
14 1 (0.45%) Perl
Qualifications
1 30 (13.57%) Degree
2 23 (10.41%) PhD
3 16 (7.24%) (ISC)2 CCSP
3 16 (7.24%) CCSP
3 16 (7.24%) Cisco Certification
3 16 (7.24%) CISSP
3 16 (7.24%) SANS
4 9 (4.07%) PMI Certification
4 9 (4.07%) PMP
5 6 (2.71%) SC Cleared
5 6 (2.71%) Security Cleared
6 2 (0.90%) MBA
7 1 (0.45%) DV Cleared
7 1 (0.45%) MCITP
7 1 (0.45%) MCSE
7 1 (0.45%) Microsoft Certification
Quality Assurance & Compliance
1 14 (6.33%) QA
2 10 (4.52%) Data Quality
System Software
1 29 (13.12%) HDFS
2 12 (5.43%) Docker
3 9 (4.07%) Apache Flume
4 6 (2.71%) VMware Infrastructure
5 4 (1.81%) Virtual Machines
5 4 (1.81%) VirtualBox
6 2 (0.90%) Apache ZooKeeper
Systems Management
1 18 (8.14%) Puppet
2 14 (6.33%) Hadoop YARN
3 6 (2.71%) Packer
4 3 (1.36%) Oozie
5 2 (0.90%) Ambari
5 2 (0.90%) Nagios
6 1 (0.45%) Ansible
6 1 (0.45%) Ganglia
6 1 (0.45%) Opscode Chef
6 1 (0.45%) ZABBIX
6 1 (0.45%) Zenoss
Vendors
1 52 (23.53%) Cloudera
2 37 (16.74%) Hortonworks
3 27 (12.22%) IBM
4 22 (9.95%) MuleSoft
5 18 (8.14%) Google
6 16 (7.24%) Oracle
7 14 (6.33%) Tableau
8 12 (5.43%) Greenplum
8 12 (5.43%) Informatica
9 8 (3.62%) AppDynamics
9 8 (3.62%) Cognos
9 8 (3.62%) Talend
10 7 (3.17%) MicroStrategy
11 6 (2.71%) Teradata
11 6 (2.71%) VMware
12 5 (2.26%) MapR
12 5 (2.26%) Microsoft
13 4 (1.81%) Salesforce.com
13 4 (1.81%) SAP
13 4 (1.81%) Sybase
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 22 hours ago
London
Arrows Group
Salary: £60000 per annum + Pension, Bonus
Posted: Yesterday
London
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000 and strong package
Posted: 4 days ago
City of London
Energon Global
Salary: £60000.00 - £80000.00 per annum + benefits + bonus
Posted: 5 days ago
London
Computer Futures
Salary: £80000 - £85000 per annum + Double OTE
Posted: 10 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 4 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 10 days ago
City of London
Lawrence Harvey
Salary: £40000.00 - £70000 per annum + bonus + Benefits
Posted: 10 days ago
London
Computer Futures
Salary: £75000 - £85000 per annum + Double OTE
Posted: 24 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 17 days ago
South West London
Denodo Technologies Limited
Salary: From £30,000 to £45,000 per annum
Posted: 15 days ago
City, London
CGI
Salary: benefits
Posted: 24 days ago