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 28 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 513 584 624
Rank change year-on-year
+71 +40
Permanent jobs citing Big Data Analytics 100 87 43
As % of all permanent IT jobs located in London 0.26% 0.20% 0.095%
As % of the Processes & Methodologies category 0.29% 0.22% 0.11%
Number of salaries quoted 74 68 35
Median salary £65,000 £65,000 £60,000
Median salary % change year-on-year
- +8.33%
90% offered a salary of more than £40,000 £42,500 £42,500
10% offered a salary of more than £91,750 £83,250 £100,000
UK excluding London median salary £55,000 £51,500 £57,500
% change year-on-year
+6.79% -10.43%
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
34170 38982 39299
As % of all permanent IT jobs located in London 89.84% 88.27% 86.75%
Number of salaries quoted 29512 32907 32310
Median salary £60,000 £58,500 £55,000
Median salary % change year-on-year
+2.56% +6.36%
90% offered a salary of more than £40,000 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 28 September 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 28 September 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 +56 14 £57,500 -4.16% 1
Big Data Analytics
England

Big Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 28 September 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.

1 220 (100.00%) Big Data
2 219 (99.55%) Analytics
3 218 (99.09%) Data Analytics
4 79 (35.91%) Hadoop
5 78 (35.45%) Python
6 72 (32.73%) SQL
7 65 (29.55%) Java
7 65 (29.55%) Finance
8 55 (25.00%) Agile Software Development
9 45 (20.45%) Computer Science
10 44 (20.00%) Scala
11 43 (19.55%) NoSQL
12 40 (18.18%) Software Engineering
12 40 (18.18%) Machine Learning
13 37 (16.82%) Apache Spark
14 36 (16.36%) Amazon AWS
14 36 (16.36%) Statistics
15 35 (15.91%) Mathematics
15 35 (15.91%) Cloudera
16 34 (15.45%) Banking
16 34 (15.45%) Business Intelligence
17 32 (14.55%) Degree
18 31 (14.09%) TDD
19 29 (13.18%) GitHub
20 28 (12.73%) Hortonworks
20 28 (12.73%) Open Source
20 28 (12.73%) HTTP
21 27 (12.27%) IBM
21 27 (12.27%) Internet
21 27 (12.27%) 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 37 (16.82%) Apache Spark
2 22 (10.00%) Apache Pig
3 10 (4.55%) SAS
4 8 (3.64%) Elasticsearch
5 7 (3.18%) Apache Solr
6 5 (2.27%) ArcGIS
7 3 (1.36%) JBoss
8 2 (0.91%) Apache
8 2 (0.91%) CMS
8 2 (0.91%) Tomcat
8 2 (0.91%) WebLogic
8 2 (0.91%) WebSphere
9 1 (0.45%) Facebook Platform
Applications
1 13 (5.91%) MS Excel
2 8 (3.64%) SPSS
3 4 (1.82%) GNU Octave
3 4 (1.82%) MS PowerPoint
4 1 (0.45%) MS Office
4 1 (0.45%) Stata
Business Applications
1 1 (0.45%) Cognos TM1
Cloud Services
1 36 (16.36%) Amazon AWS
2 29 (13.18%) GitHub
3 19 (8.64%) Microsoft Azure
4 17 (7.73%) IBM Cloud
5 10 (4.55%) Cloud Computing
5 10 (4.55%) Google Analytics
6 4 (1.82%) AdWords
7 3 (1.36%) Google Cloud Platform
8 2 (0.91%) iTunes
8 2 (0.91%) SaaS
9 1 (0.45%) Amazon EC2
9 1 (0.45%) Amazon Kinesis
9 1 (0.45%) Amazon S3
9 1 (0.45%) AWS Lambda
Communications & Networking
1 28 (12.73%) HTTP
2 27 (12.27%) Internet
3 21 (9.55%) Firewall
4 1 (0.45%) DNS
4 1 (0.45%) Network Security
4 1 (0.45%) SSH
4 1 (0.45%) TCP/IP
4 1 (0.45%) VPN
Database & Business Intelligence
1 220 (100.00%) Big Data
2 79 (35.91%) Hadoop
3 43 (19.55%) NoSQL
4 26 (11.82%) Apache Cassandra
4 26 (11.82%) Apache Hive
5 21 (9.55%) MongoDB
6 20 (9.09%) Data Mining
7 19 (8.64%) Data Warehouse
8 18 (8.18%) Relational Database
8 18 (8.18%) Voldemort
9 15 (6.82%) PostgreSQL
10 11 (5.00%) MySQL
11 9 (4.09%) Pentaho
12 8 (3.64%) Neo4j
12 8 (3.64%) QlikView
12 8 (3.64%) SQL Server Integration Services
13 7 (3.18%) RDBMS
14 6 (2.73%) BusinessObjects
14 6 (2.73%) Spotfire
15 5 (2.27%) SQL Server
Development Applications
1 21 (9.55%) Jenkins
2 14 (6.36%) Git (software)
3 9 (4.09%) JIRA
4 5 (2.27%) Subversion
4 5 (2.27%) ZenHub
5 3 (1.36%) Talend Open Studio
5 3 (1.36%) Vagrant
General
1 65 (29.55%) Finance
2 34 (15.45%) Banking
3 25 (11.36%) Marketing
4 13 (5.91%) Advertising
4 13 (5.91%) Retail
5 10 (4.55%) Games
6 9 (4.09%) Financial Institution
7 7 (3.18%) Manufacturing
8 6 (2.73%) Front Office
9 3 (1.36%) Investment Banking
9 3 (1.36%) Publishing
10 1 (0.45%) Dutch Language
10 1 (0.45%) Electronics
10 1 (0.45%) French Language
10 1 (0.45%) Military
10 1 (0.45%) Spanish Language
Job Titles
1 42 (19.09%) Developer
2 36 (16.36%) Data Scientist
3 26 (11.82%) Architect
4 24 (10.91%) Analyst
4 24 (10.91%) Data Architect
5 22 (10.00%) Big Data Architect
6 19 (8.64%) Senior Data Scientist
7 18 (8.18%) Java Developer
7 18 (8.18%) Senior Developer
8 17 (7.73%) Consultant
8 17 (7.73%) Machine Learning Scientist
9 14 (6.36%) Big Data Engineer
9 14 (6.36%) Data Analytics Architect
10 13 (5.91%) Project Manager
11 12 (5.45%) Data Engineer
11 12 (5.45%) Senior Java Developer
12 11 (5.00%) Analytics Consultant
12 11 (5.00%) Big Data Developer
13 10 (4.55%) Hadoop Developer
13 10 (4.55%) Scala Developer
Libraries, Frameworks & Software Standards
1 23 (10.45%) Middleware
2 20 (9.09%) Kafka
3 16 (7.27%) AngularJS
3 16 (7.27%) REST
4 13 (5.91%) XML
5 12 (5.45%) Akka
5 12 (5.45%) HTML
5 12 (5.45%) Node.js
6 11 (5.00%) CSS
7 10 (4.55%) Natural Language Processing
8 9 (4.09%) Play Framework
9 7 (3.18%) D3.js
9 7 (3.18%) Spring
10 5 (2.27%) jQuery
10 5 (2.27%) SOAP
11 4 (1.82%) CSS3
11 4 (1.82%) Grails
11 4 (1.82%) Hibernate
11 4 (1.82%) HTML5
11 4 (1.82%) SparkR
Miscellaneous
1 45 (20.45%) Computer Science
2 36 (16.36%) Statistics
3 35 (15.91%) Mathematics
4 25 (11.36%) Data Centre
5 24 (10.91%) Mobile App
6 23 (10.45%) Algorithms
6 23 (10.45%) Management Information System
6 23 (10.45%) Visualisation
7 21 (9.55%) Online Banking
7 21 (9.55%) Security Operations Centre
8 20 (9.09%) Analytical Skills
9 18 (8.18%) Physics
10 12 (5.45%) User Experience
11 9 (4.09%) Data Structures
12 8 (3.64%) Fintech
13 7 (3.18%) Cybercrime
14 6 (2.73%) Social Media
15 5 (2.27%) Enterprise Software
15 5 (2.27%) Smartphone
16 3 (1.36%) Internet of Things
Operating Systems
1 25 (11.36%) Linux
1 25 (11.36%) Windows
2 21 (9.55%) Mac OS X
3 9 (4.09%) Unix
4 5 (2.27%) Android
4 5 (2.27%) Apple iOS
5 2 (0.91%) CentOS
5 2 (0.91%) Ubuntu
Processes & Methodologies
1 219 (99.55%) Analytics
2 218 (99.09%) Data Analytics
3 55 (25.00%) Agile Software Development
4 40 (18.18%) Machine Learning
4 40 (18.18%) Software Engineering
5 34 (15.45%) Business Intelligence
6 31 (14.09%) TDD
7 28 (12.73%) Open Source
8 27 (12.27%) Predictive Modelling
9 26 (11.82%) DevOps
10 25 (11.36%) Actionable Insight
10 25 (11.36%) Continuous Integration
10 25 (11.36%) E-Commerce
11 23 (10.45%) Information Security
12 22 (10.00%) Cybersecurity
12 22 (10.00%) ETL
12 22 (10.00%) Mentoring
12 22 (10.00%) Project Management
12 22 (10.00%) Statistical Analysis
13 21 (9.55%) Malware Analysis
Programming Languages
1 78 (35.45%) Python
2 72 (32.73%) SQL
3 65 (29.55%) Java
4 44 (20.00%) Scala
5 21 (9.55%) PowerShell
5 21 (9.55%) R
6 13 (5.91%) JavaScript
7 9 (4.09%) Ruby
8 8 (3.64%) MATLAB
9 7 (3.18%) C#
9 7 (3.18%) VBA
10 6 (2.73%) C++
11 5 (2.27%) Haskell
11 5 (2.27%) Lua
11 5 (2.27%) Perl
11 5 (2.27%) PL/SQL
12 4 (1.82%) Bash Shell
12 4 (1.82%) Clojure
13 3 (1.36%) HiveQL
14 2 (0.91%) PHP
Qualifications
1 32 (14.55%) Degree
2 22 (10.00%) Cisco Certification
3 21 (9.55%) (ISC)2 CCSP
3 21 (9.55%) CCSP
3 21 (9.55%) CISSP
3 21 (9.55%) SANS
4 17 (7.73%) PhD
5 7 (3.18%) PMI Certification
5 7 (3.18%) PMP
6 6 (2.73%) Security Cleared
7 5 (2.27%) SC Cleared
8 1 (0.45%) CCNA
8 1 (0.45%) DV Cleared
8 1 (0.45%) MCITP
8 1 (0.45%) MCSE
8 1 (0.45%) Microsoft Certification
Quality Assurance & Compliance
1 15 (6.82%) QA
2 6 (2.73%) Data Quality
System Software
1 26 (11.82%) HDFS
2 7 (3.18%) Virtual Machines
3 3 (1.36%) Docker
4 2 (0.91%) VirtualBox
5 1 (0.45%) Apache Flume
5 1 (0.45%) Hyper-V
5 1 (0.45%) VMware Infrastructure
Systems Management
1 22 (10.00%) Puppet
2 18 (8.18%) Hadoop YARN
3 4 (1.82%) Nagios
4 3 (1.36%) Ansible
4 3 (1.36%) Opscode Chef
4 3 (1.36%) ZABBIX
5 2 (0.91%) Graphite
5 2 (0.91%) Salt
6 1 (0.45%) Ambari
6 1 (0.45%) Ganglia
6 1 (0.45%) logstash
6 1 (0.45%) Oozie
6 1 (0.45%) Zenoss
Vendors
1 35 (15.91%) Cloudera
2 28 (12.73%) Hortonworks
3 27 (12.27%) IBM
4 21 (9.55%) MuleSoft
5 15 (6.82%) Google
5 15 (6.82%) Oracle
6 10 (4.55%) MicroStrategy
6 10 (4.55%) Tableau
7 7 (3.18%) Cognos
8 6 (2.73%) Salesforce.com
8 6 (2.73%) SAP
9 5 (2.27%) Alteryx
9 5 (2.27%) Microsoft
10 4 (1.82%) Facebook
10 4 (1.82%) Greenplum
10 4 (1.82%) Informatica
10 4 (1.82%) Netezza
11 3 (1.36%) Infobright
11 3 (1.36%) Rackspace
11 3 (1.36%) Talend
Central London
Global Markets Recruitment
Posted: 2 days ago
London
Edissero Ltd
Salary: good benefits
Posted: 4 days ago
London
UCL
Salary: From £42,304 to £49,904 per annum inclusive of London Allowance
Posted: 7 days ago
London
Harrington Starr
Salary: £75000 - £90000 per annum + Benefits + Equity
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £70,000 + bonus and benefits
Posted: 5 days ago
London
Talent International
Salary: £60000 - £70000 per annum + Bonus, Pension
Posted: 6 days ago
London
comparethemarket.com
Salary: Up to £95,000 per annum + Benefits + Bonus
Posted: 18 days ago
London
Computer Futures
Salary: £70000 - £75000 per annum + competitive
Posted: 22 days ago
London
Recruitment Revolution Limited
Salary: up to £45,000 + Excellent Benefits and Perks Package
Posted: 26 days ago