The table below looks at the statistics for Big Data Analytics skills in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited Big Data Analytics over the 3 months to 1 June 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 Jun 2015
Same period 2014 Same period 2013
Big Data Analytics
Rank 280 332 326
Rank change year-on-year
+52 -6
Permanent jobs citing Big Data Analytics 21 14 4
As % of all permanent IT jobs located in the City of London 0.21% 0.11% 0.034%
As % of the Processes & Methodologies category 0.24% 0.13% 0.042%
Number of salaries quoted 19 12 4
Average salary £100,000 £57,500 £43,250
Average salary % change year-on-year
+73.91% +32.94%
90% offered a salary of more than £47,500 £32,500 £39,000
10% offered a salary of more than £110,000 £95,000 £47,500
UK excluding London average salary £60,000 £57,500 £46,250
% change year-on-year
+4.34% +24.32%
Big Data Analytics
London

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

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
8575 10565 9607
As % of all permanent IT jobs located in the City of London 86.15% 83.66% 81.94%
Number of salaries quoted 7288 8839 8257
Average salary £57,500 £55,000 £55,000
Average salary % change year-on-year
+4.54% -
90% offered a salary of more than £39,000 £37,500 £37,500
10% offered a salary of more than £81,500 £80,000 £80,000
UK excluding London average salary £44,184 £42,500 £40,000
% change year-on-year
+3.96% +6.25%

Big Data Analytics
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of permanent IT jobs citing Big Data Analytics across the City of London region as a proportion of the total demand within the Processes & Methodologies category.

Big Data Analytics Jobs Demand Trend in the City of London

Big Data Analytics
Salary Trend in the City of London

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

Big Data Analytics Salary Trend in the City of London

Big Data Analytics
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Big Data Analytics across the City of London region over the 3 months to 1 June 2015.

Big Data Analytics Salary Histogram in the City of London

Big Data Analytics
Top 30 Related IT Skills in the City of London

For the 6 months to 1 June 2015, IT jobs across the City of London region citing Big Data Analytics also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Big Data Analytics.

1 38 (100.00%) Big Data
2 35 (92.11%) Analytics
3 29 (76.32%) Data Analytics
4 20 (52.63%) Hadoop
5 17 (44.74%) NoSQL
6 16 (42.11%) Python
7 14 (36.84%) Java
8 13 (34.21%) Business Intelligence
9 12 (31.58%) SQL
10 11 (28.95%) Linux
11 10 (26.32%) Finance
12 8 (21.05%) Data Mining
12 8 (21.05%) JavaScript
12 8 (21.05%) Agile Software Development
12 8 (21.05%) Degree
12 8 (21.05%) Analytical Skills
13 7 (18.42%) R
13 7 (18.42%) MongoDB
14 6 (15.79%) MapReduce
14 6 (15.79%) PowerShell
15 5 (13.16%) Computer Science
15 5 (13.16%) Unit Testing
15 5 (13.16%) Ruby
15 5 (13.16%) Web Analytics
15 5 (13.16%) SAS
15 5 (13.16%) ITIL
15 5 (13.16%) Scala
15 5 (13.16%) Splunk
15 5 (13.16%) User Experience
16 4 (10.53%) RESTful

Big Data Analytics
Top Related IT Skills in the City of London by Category

For the 6 months to 1 June 2015, IT jobs across the City of London region citing Big Data Analytics also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Big Data Analytics. Up to 20 skills are shown per category.

Application Platforms
1 5 (13.16%) SAS
2 4 (10.53%) Apache Spark
3 2 (5.26%) Apache Solr
4 1 (2.63%) Apache Pig
4 1 (2.63%) Node.js
Applications
1 1 (2.63%) MS PowerPoint
1 1 (2.63%) SPSS
1 1 (2.63%) MS Excel
Cloud Services
1 4 (10.53%) Microsoft Azure
1 4 (10.53%) Amazon AWS
1 4 (10.53%) Amazon SQS
Communications & Networking
1 2 (5.26%) SNMP
1 2 (5.26%) Firewall
2 1 (2.63%) LDAP
Database & Business Intelligence
1 38 (100.00%) Big Data
2 20 (52.63%) Hadoop
3 17 (44.74%) NoSQL
4 8 (21.05%) Data Mining
5 7 (18.42%) MongoDB
6 4 (10.53%) Amazon DynamoDB
6 4 (10.53%) PostgreSQL
7 3 (7.89%) MySQL
7 3 (7.89%) Data Warehouse
7 3 (7.89%) HBase
8 2 (5.26%) Enterprise Data Warehouse
8 2 (5.26%) Apache Cassandra
8 2 (5.26%) OLAP
8 2 (5.26%) SQL Server Reporting Services
9 1 (2.63%) SQL Server Analysis Services
9 1 (2.63%) QlikView
9 1 (2.63%) SQL Server Integration Services
9 1 (2.63%) SQL Server
9 1 (2.63%) DB2
9 1 (2.63%) Relational Database
Development Applications
1 1 (2.63%) Git (software)
1 1 (2.63%) Team Foundation Server
1 1 (2.63%) Subversion
1 1 (2.63%) Visual Studio
General
1 10 (26.32%) Finance
2 2 (5.26%) Banking
2 2 (5.26%) Retail
2 2 (5.26%) Marketing
3 1 (2.63%) Legal
3 1 (2.63%) Investment Banking
3 1 (2.63%) Retail Banking
Job Titles
1 10 (26.32%) Architect
1 10 (26.32%) Data Architect
2 9 (23.68%) Developer
3 8 (21.05%) Big Data Architect
4 5 (13.16%) Data Analytics Architect
5 4 (10.53%) Python Developer
6 3 (7.89%) Team Leader
7 2 (5.26%) Web Developer
7 2 (5.26%) Consultant
7 2 (5.26%) Senior Developer
7 2 (5.26%) Data Warehouse Architect
7 2 (5.26%) Senior Java Developer
7 2 (5.26%) Java Developer
7 2 (5.26%) Front-End Developer
7 2 (5.26%) Front-End Web Developer
8 1 (2.63%) Head of Development
8 1 (2.63%) Chief Technology Officer
8 1 (2.63%) Java Consultant
8 1 (2.63%) Senior Java Consultant
8 1 (2.63%) Data Consultant
Libraries, Frameworks & Software Standards
1 4 (10.53%) RESTful
1 4 (10.53%) Reactive Extensions
1 4 (10.53%) Pandas
1 4 (10.53%) Task Parallel Library
1 4 (10.53%) MSMQ
1 4 (10.53%) .NET
2 3 (7.89%) CSS
2 3 (7.89%) HTML
3 2 (5.26%) HTML5
3 2 (5.26%) jQuery
4 1 (2.63%) Django
4 1 (2.63%) XML
4 1 (2.63%) Cascading
4 1 (2.63%) Kafka
4 1 (2.63%) Sass
4 1 (2.63%) LESS
4 1 (2.63%) AngularJS
4 1 (2.63%) Natural Language Processing
Miscellaneous
1 8 (21.05%) Analytical Skills
2 5 (13.16%) Computer Science
2 5 (13.16%) User Experience
3 3 (7.89%) Management Information System
4 2 (5.26%) Semantic Web
5 1 (2.63%) Informatics
5 1 (2.63%) Mathematics
5 1 (2.63%) Physics
5 1 (2.63%) Social Network
5 1 (2.63%) Statistics
5 1 (2.63%) Replication
5 1 (2.63%) Algorithms
5 1 (2.63%) Social Media
5 1 (2.63%) Enterprise Cloud
Operating Systems
1 11 (28.95%) Linux
2 4 (10.53%) Windows
3 3 (7.89%) Red Hat Enterprise Linux
4 1 (2.63%) AIX
4 1 (2.63%) UNIX
Processes & Methodologies
1 35 (92.11%) Analytics
2 29 (76.32%) Data Analytics
3 13 (34.21%) Business Intelligence
4 8 (21.05%) Agile Software Development
5 6 (15.79%) MapReduce
6 5 (13.16%) Unit Testing
6 5 (13.16%) Web Analytics
6 5 (13.16%) ITIL
7 4 (10.53%) SIEM
7 4 (10.53%) Business Continuity Planning
7 4 (10.53%) BCP
7 4 (10.53%) Disaster Recovery
7 4 (10.53%) Security Management
7 4 (10.53%) Incident Management
7 4 (10.53%) Data Analysis
7 4 (10.53%) TDD
7 4 (10.53%) Business Continuity
7 4 (10.53%) Continuous Integration
8 3 (7.89%) Investment Management
8 3 (7.89%) Use Case
Programming Languages
1 16 (42.11%) Python
2 14 (36.84%) Java
3 12 (31.58%) SQL
4 8 (21.05%) JavaScript
5 7 (18.42%) R
6 6 (15.79%) PowerShell
7 5 (13.16%) Ruby
7 5 (13.16%) Scala
8 4 (10.53%) C#
8 4 (10.53%) F#
9 3 (7.89%) C++
9 3 (7.89%) PHP
10 2 (5.26%) VBScript
10 2 (5.26%) Perl
11 1 (2.63%) MATLAB
11 1 (2.63%) Shell Script
11 1 (2.63%) C
11 1 (2.63%) Bash Shell
Qualifications
1 8 (21.05%) Degree
2 2 (5.26%) PhD
3 1 (2.63%) Security Cleared
Quality Assurance & Compliance
1 2 (5.26%) SLA
2 1 (2.63%) FINREP
2 1 (2.63%) Data Quality
System Software
1 1 (2.63%) HDFS
1 1 (2.63%) Apache ZooKeeper
Systems Management
1 1 (2.63%) ZABBIX
1 1 (2.63%) Cacti
1 1 (2.63%) Munin
1 1 (2.63%) OpenView
1 1 (2.63%) Nagios
1 1 (2.63%) Hadoop YARN
1 1 (2.63%) Oozie
1 1 (2.63%) Ambari
1 1 (2.63%) Puppet
Vendors
1 5 (13.16%) Splunk
2 4 (10.53%) Hortonworks
2 4 (10.53%) Cloudera
3 3 (7.89%) Red Hat
4 1 (2.63%) Cisco
4 1 (2.63%) IBM
4 1 (2.63%) Microsoft
4 1 (2.63%) HP
4 1 (2.63%) NetApp
4 1 (2.63%) Oracle
4 1 (2.63%) AppDynamics
4 1 (2.63%) Vertica