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 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Big Data Analytics
Rank 547 545 636
Rank change year-on-year
-2 +91
Permanent jobs citing Big Data Analytics 100 104 61
As % of all permanent IT jobs located in London 0.25% 0.24% 0.13%
As % of the Processes & Methodologies category 0.28% 0.27% 0.14%
Number of salaries quoted 89 83 50
Median salary £72,500 £55,000 £56,250
Median salary % change year-on-year
+31.81% -2.22%
90% offered a salary of more than £55,000 £40,000 £22,500
10% offered a salary of more than £100,000 £93,000 £80,250
UK excluding London median salary £54,000 £60,000 £57,500
% change year-on-year
-10.00% +4.34%
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
36235 38006 42272
As % of all permanent IT jobs located in London 89.43% 87.45% 86.86%
Number of salaries quoted 31259 31812 35050
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 £37,000
10% offered a salary of more than £85,000 £80,000 £80,000
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 25 May 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 25 May 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 +43 8 £93,750 +78.57% 6
Big Data Analytics
England

Big Data Analytics
Top 30 Related IT Skills in London

For the 6 months to 25 May 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.

1 197 (100.00%) Big Data
1 197 (100.00%) Analytics
2 196 (99.49%) Data Analytics
3 119 (60.41%) Hadoop
4 83 (42.13%) Java
5 74 (37.56%) SQL
6 58 (29.44%) Python
7 46 (23.35%) NoSQL
8 44 (22.34%) Apache Spark
9 42 (21.32%) MongoDB
10 41 (20.81%) Cloudera
11 39 (19.80%) Agile Software Development
11 39 (19.80%) Degree
11 39 (19.80%) Computer Science
12 38 (19.29%) Machine Learning
13 36 (18.27%) Open Source
14 35 (17.77%) Finance
15 34 (17.26%) Business Intelligence
15 34 (17.26%) Amazon AWS
15 34 (17.26%) DevOps
16 32 (16.24%) R
16 32 (16.24%) Scala
17 31 (15.74%) Jenkins
18 30 (15.23%) Visualisation
18 30 (15.23%) Linux
19 29 (14.72%) ETL
19 29 (14.72%) Hortonworks
20 28 (14.21%) Predictive Modelling
20 28 (14.21%) Apache Hive
21 27 (13.71%) Spring

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 (22.34%) Apache Spark
2 23 (11.68%) Apache Pig
3 21 (10.66%) Node.js
4 13 (6.60%) Mule
4 13 (6.60%) SAS
5 7 (3.55%) Elasticsearch
6 2 (1.02%) Apache
6 2 (1.02%) CMS
6 2 (1.02%) JBoss
6 2 (1.02%) Tomcat
6 2 (1.02%) WebLogic
6 2 (1.02%) WebSphere
7 1 (0.51%) ArcGIS
7 1 (0.51%) OpenStack
Applications
1 17 (8.63%) MS PowerPoint
2 7 (3.55%) MS Excel
3 5 (2.54%) GNU Octave
3 5 (2.54%) SPSS
4 1 (0.51%) MS Office
Cloud Services
1 34 (17.26%) Amazon AWS
2 23 (11.68%) Microsoft Azure
3 13 (6.60%) SaaS
4 12 (6.09%) Google Analytics
5 10 (5.08%) GitHub
6 5 (2.54%) Cloud Computing
7 3 (1.52%) AdWords
8 1 (0.51%) Amazon EC2
8 1 (0.51%) Amazon S3
8 1 (0.51%) Google Cloud Platform
Communications & Networking
1 13 (6.60%) WebEx
2 8 (4.06%) HTTP
3 2 (1.02%) Unified Communications
4 1 (0.51%) DNS
4 1 (0.51%) Internet
4 1 (0.51%) SSH
4 1 (0.51%) TCP/IP
4 1 (0.51%) VPN
Database & Business Intelligence
1 197 (100.00%) Big Data
2 119 (60.41%) Hadoop
3 46 (23.35%) NoSQL
4 42 (21.32%) MongoDB
5 28 (14.21%) Apache Hive
6 26 (13.20%) Apache Cassandra
7 25 (12.69%) Data Warehouse
8 24 (12.18%) Data Mining
9 20 (10.15%) PostgreSQL
10 15 (7.61%) MySQL
11 14 (7.11%) HBase
12 11 (5.58%) SQL Server
13 10 (5.08%) QlikView
13 10 (5.08%) Relational Database
14 9 (4.57%) Neo4j
15 8 (4.06%) Spotfire
16 7 (3.55%) Pentaho
16 7 (3.55%) SQL Server Integration Services
16 7 (3.55%) Voldemort
17 6 (3.05%) Impala
Development Applications
1 31 (15.74%) Jenkins
2 19 (9.64%) JIRA
3 13 (6.60%) Hudson
4 11 (5.58%) Talend Open Studio
4 11 (5.58%) Vagrant
5 7 (3.55%) Git (software)
6 6 (3.05%) TeamCity
7 4 (2.03%) ERwin
8 3 (1.52%) Checkstyle
8 3 (1.52%) FindBugs
8 3 (1.52%) JIRA Agile
8 3 (1.52%) JUnit
8 3 (1.52%) Oracle APEX
8 3 (1.52%) Subversion
8 3 (1.52%) Toad
9 1 (0.51%) Appium
9 1 (0.51%) Mocha
9 1 (0.51%) PhantomJS
9 1 (0.51%) Selenium
9 1 (0.51%) TestNG
General
1 35 (17.77%) Finance
2 23 (11.68%) Marketing
2 23 (11.68%) Retail
3 18 (9.14%) Advertising
4 17 (8.63%) Games
5 14 (7.11%) Telecoms
6 13 (6.60%) Manufacturing
7 10 (5.08%) Banking
8 9 (4.57%) Law
9 8 (4.06%) Front Office
10 6 (3.05%) Financial Institution
11 2 (1.02%) Investment Banking
12 1 (0.51%) Pharmaceutical
12 1 (0.51%) Publishing
Job Titles
1 44 (22.34%) Architect
2 38 (19.29%) Data Scientist
3 30 (15.23%) Developer
4 26 (13.20%) Data Architect
5 24 (12.18%) Big Data Architect
6 23 (11.68%) Big Data Engineer
7 22 (11.17%) Analyst
8 20 (10.15%) Big Data Manager
9 19 (9.64%) Data Analyst
9 19 (9.64%) Data Engineer
10 16 (8.12%) Java Developer
11 15 (7.61%) Hadoop Engineer
11 15 (7.61%) Technical Architect
12 14 (7.11%) Analytics Manager
13 13 (6.60%) Data Analytics Architect
13 13 (6.60%) E-Commerce Architect
13 13 (6.60%) Java Technical Architect
13 13 (6.60%) Machine Learning Scientist
13 13 (6.60%) Presales Technical Architect
13 13 (6.60%) Senior Manager
Libraries, Frameworks & Software Standards
1 27 (13.71%) Spring
2 25 (12.69%) AngularJS
3 19 (9.64%) XML
4 17 (8.63%) HTML
4 17 (8.63%) HTML5
4 17 (8.63%) Kafka
5 13 (6.60%) Twitter Bootstrap
6 12 (6.09%) Middleware
7 10 (5.08%) Hibernate
8 9 (4.57%) XSD
9 8 (4.06%) Struts
10 7 (3.55%) SparkR
11 5 (2.54%) .NET
11 5 (2.54%) Natural Language Processing
11 5 (2.54%) REST
12 4 (2.03%) Lucene
13 3 (1.52%) J2EE
14 2 (1.02%) CSS
14 2 (1.02%) J2SE
14 2 (1.02%) jQuery
Miscellaneous
1 39 (19.80%) Computer Science
2 30 (15.23%) Visualisation
3 26 (13.20%) Analytical Skills
3 26 (13.20%) Statistics
4 25 (12.69%) Mathematics
5 13 (6.60%) Algorithms
6 11 (5.58%) Data Centre
6 11 (5.58%) Physics
7 7 (3.55%) User Experience
7 7 (3.55%) Video on Demand
8 6 (3.05%) Management Information System
8 6 (3.05%) PMI
9 4 (2.03%) Fintech
9 4 (2.03%) Mobile App
9 4 (2.03%) Replication
10 3 (1.52%) Data Integration
10 3 (1.52%) Enterprise Software
11 2 (1.02%) Artificial Intelligence
11 2 (1.02%) Foreign Exchange (FX)
11 2 (1.02%) Psychology
Operating Systems
1 30 (15.23%) Linux
2 16 (8.12%) Unix
3 2 (1.02%) Android
3 2 (1.02%) Apple iOS
4 1 (0.51%) CentOS
4 1 (0.51%) Ubuntu
Processes & Methodologies
1 197 (100.00%) Analytics
2 196 (99.49%) Data Analytics
3 39 (19.80%) Agile Software Development
4 38 (19.29%) Machine Learning
5 36 (18.27%) Open Source
6 34 (17.26%) Business Intelligence
6 34 (17.26%) DevOps
7 29 (14.72%) ETL
8 28 (14.21%) Predictive Modelling
9 25 (12.69%) Presales
9 25 (12.69%) Project Management
9 25 (12.69%) Statistical Analysis
9 25 (12.69%) TOGAF
10 24 (12.18%) E-Commerce
11 23 (11.68%) Data Management
11 23 (11.68%) Software Engineering
12 19 (9.64%) Data Architecture
12 19 (9.64%) TDD
12 19 (9.64%) Technical Architecture
13 18 (9.14%) Continuous Integration
Programming Languages
1 83 (42.13%) Java
2 74 (37.56%) SQL
3 58 (29.44%) Python
4 32 (16.24%) R
4 32 (16.24%) Scala
5 16 (8.12%) JavaScript
6 15 (7.61%) C
7 14 (7.11%) C++
8 13 (6.60%) Groovy
9 12 (6.09%) MATLAB
10 11 (5.58%) Clojure
10 11 (5.58%) Ruby
11 8 (4.06%) C#
11 8 (4.06%) VBA
12 7 (3.55%) PL/SQL
13 4 (2.03%) T-SQL
14 3 (1.52%) Shell Script
15 2 (1.02%) HiveQL
15 2 (1.02%) PHP
16 1 (0.51%) Bash Shell
Qualifications
1 39 (19.80%) Degree
2 20 (10.15%) PhD
3 9 (4.57%) PMI Certification
3 9 (4.57%) PMP
4 7 (3.55%) MBA
5 2 (1.02%) SC Cleared
5 2 (1.02%) Security Cleared
6 1 (0.51%) DV Cleared
6 1 (0.51%) MCITP
6 1 (0.51%) MCSE
6 1 (0.51%) Microsoft Certification
Quality Assurance & Compliance
1 10 (5.08%) QA
2 9 (4.57%) Data Quality
System Software
1 24 (12.18%) HDFS
2 12 (6.09%) Docker
3 9 (4.57%) Apache Flume
3 9 (4.57%) VMware Infrastructure
4 4 (2.03%) VirtualBox
5 2 (1.02%) Apache ZooKeeper
Systems Management
1 12 (6.09%) Puppet
2 9 (4.57%) Hadoop YARN
3 6 (3.05%) Packer
4 3 (1.52%) Oozie
5 2 (1.02%) Ambari
5 2 (1.02%) Opscode Chef
6 1 (0.51%) Ansible
6 1 (0.51%) Nagios
6 1 (0.51%) ZABBIX
Vendors
1 41 (20.81%) Cloudera
2 29 (14.72%) Hortonworks
3 21 (10.66%) Oracle
4 20 (10.15%) IBM
5 17 (8.63%) Google
6 15 (7.61%) MuleSoft
7 13 (6.60%) AppDynamics
7 13 (6.60%) Greenplum
8 11 (5.58%) Informatica
8 11 (5.58%) Tableau
8 11 (5.58%) Talend
9 10 (5.08%) Microsoft
10 9 (4.57%) VMware
11 8 (4.06%) Cognos
12 6 (3.05%) MapR
12 6 (3.05%) Teradata
13 5 (2.54%) MicroStrategy
13 5 (2.54%) Netezza
14 4 (2.03%) Facebook
14 4 (2.03%) Sybase
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum
Posted: Yesterday
London
Prosper Consulting Ltd
Salary: stock options
Posted: 4 days ago
City of London
Lawrence Harvey
Salary: £40000.00 - £60000.00 per annum + bonus + Benefits
Posted: 5 days ago
London
Savvy Recruitment
Salary: £50,000 - £60,000 per year
Posted: 5 days ago
London
Colston Consulting
Salary: £45000 - £75000 per annum
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 6 days ago
London
JM
Salary: £50000 - £60000 per annum
Posted: 6 days ago
London
Client Server
Salary: £85k to £100k + benefits
Posted: 9 days ago
City, London
CGI
Salary: benefits
Posted: 14 days ago
City, London
CGI
Salary: benefits
Posted: 14 days ago
City, London
CGI
Salary: benefits
Posted: 14 days ago
London
Computer Futures
Salary: £80000 - £85000 per annum + competitive
Posted: 15 days ago
London
Client Server
Salary: £85,000 to £100,000 + benefits
Posted: 16 days ago