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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 516 563 611
Rank change year-on-year
+47 +48
Permanent jobs citing Big Data Analytics 82 95 50
As % of all permanent IT jobs located in London 0.23% 0.22% 0.11%
As % of the Processes & Methodologies category 0.26% 0.25% 0.13%
Number of salaries quoted 74 87 43
Median salary £65,000 £72,500 £65,000
Median salary % change year-on-year
-10.34% +11.53%
90% offered a salary of more than £43,250 £51,500 £50,000
10% offered a salary of more than £80,000 £102,500 £82,000
UK excluding London median salary £52,000 £60,000 £60,000
% change year-on-year
-13.33% -
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
31505 38606 38660
As % of all permanent IT jobs located in London 89.02% 88.25% 86.23%
Number of salaries quoted 26687 32605 32637
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 £38,500 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
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 7 December 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 7 December 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 +27 7 £75,000 +11.11% 1
Greenwich - 2 - -
Big Data Analytics
England

Big Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 7 December 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.

1 205 (100.00%) Big Data
2 203 (99.02%) Analytics
3 200 (97.56%) Data Analytics
4 66 (32.20%) Agile Software Development
5 63 (30.73%) Hadoop
6 62 (30.24%) Python
7 60 (29.27%) Finance
8 54 (26.34%) SQL
9 53 (25.85%) Java
9 53 (25.85%) Computer Science
10 46 (22.44%) NoSQL
11 43 (20.98%) Degree
12 41 (20.00%) TDD
12 41 (20.00%) Amazon AWS
13 40 (19.51%) Apache Spark
14 39 (19.02%) Scala
15 34 (16.59%) GitHub
15 34 (16.59%) Software Engineering
16 31 (15.12%) Business Intelligence
17 30 (14.63%) Linux
17 30 (14.63%) Visualisation
17 30 (14.63%) Algorithms
18 29 (14.15%) Mobile App
18 29 (14.15%) Statistics
19 28 (13.66%) Windows
19 28 (13.66%) Data Warehouse
20 27 (13.17%) HTTP
20 27 (13.17%) Banking
20 27 (13.17%) Cybersecurity
21 26 (12.68%) AngularJS

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 40 (19.51%) Apache Spark
2 18 (8.78%) Apache Pig
3 13 (6.34%) Elasticsearch
4 11 (5.37%) SAS
5 7 (3.41%) Apache Solr
6 4 (1.95%) Apache
7 3 (1.46%) Adobe Experience Manager
7 3 (1.46%) ArcGIS
7 3 (1.46%) Mule
8 1 (0.49%) Facebook Platform
8 1 (0.49%) JBoss
Applications
1 25 (12.20%) MS Excel
2 8 (3.90%) MS PowerPoint
3 6 (2.93%) SPSS
4 1 (0.49%) MS Office
4 1 (0.49%) Stata
Business Applications
1 1 (0.49%) Cognos TM1
1 1 (0.49%) SAP Oil and Gas
Cloud Services
1 41 (20.00%) Amazon AWS
2 34 (16.59%) GitHub
3 18 (8.78%) Cloud Computing
4 12 (5.85%) Microsoft Azure
5 11 (5.37%) IBM Cloud
6 8 (3.90%) Google Analytics
7 3 (1.46%) Amazon EC2
7 3 (1.46%) SaaS
8 2 (0.98%) Google Cloud Platform
8 2 (0.98%) iTunes
9 1 (0.49%) AdWords
9 1 (0.49%) Amazon Kinesis
9 1 (0.49%) AWS Lambda
Communications & Networking
1 27 (13.17%) HTTP
2 26 (12.68%) Internet
3 21 (10.24%) Firewall
4 3 (1.46%) SSL
4 3 (1.46%) WebEx
5 1 (0.49%) Kerberos
5 1 (0.49%) LDAP
5 1 (0.49%) Network Security
5 1 (0.49%) PPP
Database & Business Intelligence
1 205 (100.00%) Big Data
2 63 (30.73%) Hadoop
3 46 (22.44%) NoSQL
4 28 (13.66%) Data Warehouse
5 24 (11.71%) Apache Hive
6 22 (10.73%) MongoDB
7 18 (8.78%) Apache Cassandra
7 18 (8.78%) Relational Database
8 16 (7.80%) MySQL
9 13 (6.34%) PostgreSQL
10 11 (5.37%) QlikView
10 11 (5.37%) SQL Server
11 10 (4.88%) SQL Server Integration Services
11 10 (4.88%) Voldemort
12 9 (4.39%) Data Mining
13 8 (3.90%) Data Lake
13 8 (3.90%) HBase
13 8 (3.90%) Pentaho
13 8 (3.90%) RDBMS
14 7 (3.41%) Neo4j
Development Applications
1 20 (9.76%) Jenkins
2 19 (9.27%) JIRA
3 11 (5.37%) Git (software)
4 5 (2.44%) Subversion
4 5 (2.44%) ZenHub
5 3 (1.46%) Hudson
5 3 (1.46%) Talend Open Studio
6 1 (0.49%) Maven
General
1 60 (29.27%) Finance
2 27 (13.17%) Banking
3 21 (10.24%) Marketing
4 9 (4.39%) Advertising
4 9 (4.39%) Games
5 5 (2.44%) Retail
6 4 (1.95%) Financial Institution
7 3 (1.46%) Manufacturing
7 3 (1.46%) Military
7 3 (1.46%) Telecoms
8 2 (0.98%) Electronics
8 2 (0.98%) Publishing
9 1 (0.49%) Dutch Language
9 1 (0.49%) French Language
9 1 (0.49%) Investment Banking
9 1 (0.49%) Music Industry
9 1 (0.49%) Spanish Language
Job Titles
1 53 (25.85%) Developer
2 32 (15.61%) Analyst
3 27 (13.17%) Architect
4 20 (9.76%) Scala Developer
5 19 (9.27%) Data Architect
6 18 (8.78%) Data Scientist
7 17 (8.29%) Senior Developer
8 16 (7.80%) Big Data Architect
9 15 (7.32%) Big Data Developer
9 15 (7.32%) Data Engineer
10 14 (6.83%) Big Data Engineer
11 12 (5.85%) Hadoop Developer
12 11 (5.37%) Data Analyst
12 11 (5.37%) Java Developer
13 10 (4.88%) Consultant
13 10 (4.88%) Senior Hadoop Developer
14 9 (4.39%) Machine Learning Scientist
14 9 (4.39%) Senior Data Scientist
15 8 (3.90%) Senior Big Data Developer
15 8 (3.90%) Software Engineer
Libraries, Frameworks & Software Standards
1 26 (12.68%) AngularJS
2 21 (10.24%) REST
3 20 (9.76%) Middleware
4 18 (8.78%) Akka
5 17 (8.29%) Play Framework
6 16 (7.80%) HTML
7 15 (7.32%) CSS
8 13 (6.34%) XML
9 12 (5.85%) Kafka
10 10 (4.88%) Node.js
10 10 (4.88%) Spring
11 8 (3.90%) HTML5
12 7 (3.41%) CSS3
12 7 (3.41%) SOAP
12 7 (3.41%) Web Services
13 5 (2.44%) D3.js
14 4 (1.95%) .NET
14 4 (1.95%) Apache Camel
14 4 (1.95%) Natural Language Processing
14 4 (1.95%) RESTful
Miscellaneous
1 53 (25.85%) Computer Science
2 30 (14.63%) Algorithms
2 30 (14.63%) Visualisation
3 29 (14.15%) Mobile App
3 29 (14.15%) Statistics
4 22 (10.73%) Management Information System
5 21 (10.24%) Mathematics
5 21 (10.24%) Online Banking
5 21 (10.24%) Security Operations Centre
6 20 (9.76%) Analytical Skills
7 19 (9.27%) Data Centre
8 18 (8.78%) Data Structures
9 12 (5.85%) Physics
10 11 (5.37%) User Experience
11 7 (3.41%) Cybercrime
12 6 (2.93%) iPhone
12 6 (2.93%) Social Media
13 5 (2.44%) Fintech
13 5 (2.44%) Xbox
14 3 (1.46%) Semantic Web
Operating Systems
1 30 (14.63%) Linux
2 28 (13.66%) Windows
3 21 (10.24%) Mac OS X
4 5 (2.44%) Unix
5 3 (1.46%) Android
5 3 (1.46%) Apple iOS
6 1 (0.49%) CentOS
6 1 (0.49%) Ubuntu
Processes & Methodologies
1 203 (99.02%) Analytics
2 200 (97.56%) Data Analytics
3 66 (32.20%) Agile Software Development
4 41 (20.00%) TDD
5 34 (16.59%) Software Engineering
6 31 (15.12%) Business Intelligence
7 27 (13.17%) Cybersecurity
8 26 (12.68%) DevOps
8 26 (12.68%) Information Security
9 25 (12.20%) Continuous Integration
9 25 (12.20%) Open Source
10 24 (11.71%) Machine Learning
11 23 (11.22%) Actionable Insight
11 23 (11.22%) ETL
11 23 (11.22%) Mentoring
12 22 (10.73%) Functional Programming
13 21 (10.24%) Digital Forensics
13 21 (10.24%) E-Commerce
13 21 (10.24%) Malware Analysis
13 21 (10.24%) Root Cause Analysis
Programming Languages
1 62 (30.24%) Python
2 54 (26.34%) SQL
3 53 (25.85%) Java
4 39 (19.02%) Scala
5 21 (10.24%) PowerShell
6 14 (6.83%) JavaScript
7 11 (5.37%) C#
8 10 (4.88%) R
9 9 (4.39%) Ruby
10 7 (3.41%) C
10 7 (3.41%) Perl
11 6 (2.93%) HiveQL
11 6 (2.93%) Lua
11 6 (2.93%) VBA
12 5 (2.44%) T-SQL
13 4 (1.95%) C++
13 4 (1.95%) Haskell
14 3 (1.46%) Bash Shell
14 3 (1.46%) Groovy
14 3 (1.46%) PL/SQL
Qualifications
1 43 (20.98%) Degree
2 22 (10.73%) Cisco Certification
2 22 (10.73%) CISSP
3 21 (10.24%) (ISC)2 CCSP
3 21 (10.24%) CCSP
3 21 (10.24%) SANS
4 10 (4.88%) Security Cleared
5 8 (3.90%) PhD
6 5 (2.44%) SC Cleared
7 3 (1.46%) DV Cleared
8 1 (0.49%) CCNA
8 1 (0.49%) CEH
8 1 (0.49%) GCFA
8 1 (0.49%) GCIA
8 1 (0.49%) PMI Certification
8 1 (0.49%) PMP
Quality Assurance & Compliance
1 6 (2.93%) QA
2 2 (0.98%) Data Quality
3 1 (0.49%) CRD IV
3 1 (0.49%) ISO20022
3 1 (0.49%) Solvency II
System Software
1 16 (7.80%) HDFS
2 6 (2.93%) Virtual Machines
3 3 (1.46%) Docker
3 3 (1.46%) Hyper-V
3 3 (1.46%) VMware Infrastructure
4 1 (0.49%) Apache Flume
Systems Management
1 19 (9.27%) Puppet
2 10 (4.88%) Hadoop YARN
3 3 (1.46%) Ansible
3 3 (1.46%) Nagios
3 3 (1.46%) Opscode Chef
4 2 (0.98%) Graphite
4 2 (0.98%) Salt
4 2 (0.98%) ZABBIX
5 1 (0.49%) Ambari
5 1 (0.49%) Ganglia
5 1 (0.49%) logstash
5 1 (0.49%) Oozie
5 1 (0.49%) Zenoss
Vendors
1 25 (12.20%) Hortonworks
2 24 (11.71%) MuleSoft
3 23 (11.22%) Cloudera
4 20 (9.76%) IBM
5 19 (9.27%) Oracle
6 12 (5.85%) Google
6 12 (5.85%) Tableau
7 9 (4.39%) Cognos
8 8 (3.90%) MicroStrategy
9 7 (3.41%) Microsoft
9 7 (3.41%) Netezza
10 6 (2.93%) SAP
10 6 (2.93%) Sybase
11 4 (1.95%) Cisco
11 4 (1.95%) Salesforce.com
12 3 (1.46%) Alteryx
12 3 (1.46%) AppDynamics
12 3 (1.46%) MapR
12 3 (1.46%) Talend
12 3 (1.46%) VMware
London
Creative Personnel
Salary: Competitive
Posted: 19 hours ago
London
Computer Futures
Salary: £100000 per annum + competitive
Posted: 6 days ago
London
Salt
Salary: £50000.00 - £65000.00 per annum + Benefits + Bonus
Posted: 2 days ago
London
Creative Personnel
Salary: £35000 - £55000 per annum
Posted: 6 days ago
London
Spencer Ogden
Salary: £90000 - £100000 per annum
Posted: 6 days ago
London
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: 16 days ago
City of London
TDA Group
Salary: £85000 - £100000 per annum + Bonus
Posted: 22 days ago
London
Lawrence Harvey
Salary: £60000.00 - £70000.00 per annum
Posted: 19 days ago