The table below looks at the statistics for Big Data skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Big Data
Rank 54 60 119
Rank change year-on-year
+6 +59
Permanent jobs citing Big Data 288 408 275
As % of all permanent IT jobs located in the City of London 4.64% 4.10% 2.31%
As % of the Database & Business Intelligence category 15.82% 14.47% 7.77%
Number of salaries quoted 246 312 228
Median salary £62,250 £67,500 £70,000
Median salary % change year-on-year
-7.77% -3.57%
90% offered a salary of more than £46,250 £45,000 £49,250
10% offered a salary of more than £100,000 £90,000 £87,500
UK excluding London median salary £55,000 £50,000 £48,500
% change year-on-year
+10.00% +3.09%
Big Data
London

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

Database & Business Intelligence Category
City of London
Permanent IT job ads with a match in the
Database & Business Intelligence category
1821 2819 3539
As % of all permanent IT jobs located in the City of London 29.35% 28.29% 29.68%
Number of salaries quoted 1651 2404 3074
Median salary £58,500 £57,500 £54,000
Median salary % change year-on-year
+1.73% +6.48%
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £82,500 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Big Data
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in the City of London

Big Data
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 across the City of London region.

Big Data Salary Trend in the City of London

Big Data
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Big Data across the City of London region over the 3 months to 24 August 2016.

Big Data Salary Histogram in the City of London

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

For the 6 months to 24 August 2016, IT jobs citing Big Data 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 City of London region with a requirement for Big Data.

1 269 (52.64%) Java
2 259 (50.68%) Agile Software Development
3 226 (44.23%) Hadoop
4 154 (30.14%) Analytics
5 149 (29.16%) Finance
6 146 (28.57%) TDD
7 139 (27.20%) Python
8 132 (25.83%) Apache Spark
9 126 (24.66%) NoSQL
10 124 (24.27%) SQL
11 111 (21.72%) Scala
12 107 (20.94%) Machine Learning
13 99 (19.37%) MongoDB
14 98 (19.18%) Scrum
15 96 (18.79%) Business Intelligence
15 96 (18.79%) BDD
16 95 (18.59%) Amazon AWS
17 94 (18.40%) Degree
18 89 (17.42%) Computer Science
19 87 (17.03%) JavaScript
20 84 (16.44%) Software Engineering
21 77 (15.07%) Continuous Integration
22 76 (14.87%) Visualisation
23 73 (14.29%) Data Warehouse
23 73 (14.29%) SDLC
24 72 (14.09%) Banking
25 71 (13.89%) SQL Server
25 71 (13.89%) Spring
25 71 (13.89%) Data Analytics
26 70 (13.70%) Apache Cassandra

Big Data
Top Related IT Skills in the City of 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
1 132 (25.83%) Apache Spark
2 58 (11.35%) Elasticsearch
3 36 (7.05%) Apache
4 29 (5.68%) Apache Solr
5 19 (3.72%) SAS
6 17 (3.33%) WebSphere
7 14 (2.74%) OpenStack
7 14 (2.74%) Tomcat
8 13 (2.54%) Jetty
9 11 (2.15%) JBoss
10 10 (1.96%) Apache Pig
10 10 (1.96%) WebLogic
10 10 (1.96%) WebSphere Application Server
11 8 (1.57%) Adobe Experience Manager
12 7 (1.37%) SharePoint
13 6 (1.17%) Confluence
14 5 (0.98%) ArcGIS
14 5 (0.98%) nginx
15 3 (0.59%) CMS
16 2 (0.39%) Documentum
Applications
1 15 (2.94%) MS Excel
2 7 (1.37%) SPSS
3 6 (1.17%) MS Visio
4 4 (0.78%) MS Project
5 2 (0.39%) Gephi
5 2 (0.39%) MS PowerPoint
6 1 (0.20%) EViews
6 1 (0.20%) MS Office
6 1 (0.20%) Spreadsheet
6 1 (0.20%) Weka
Business Applications
1 6 (1.17%) BusinessWorks
2 5 (0.98%) SAP CO
2 5 (0.98%) SAP FI
2 5 (0.98%) SAP FI/CO
3 3 (0.59%) SAP HR
3 3 (0.59%) SAP Oil and Gas
3 3 (0.59%) TIBCO BusinessEvents
4 2 (0.39%) Bloomberg TOMS
5 1 (0.20%) Adobe Campaign
5 1 (0.20%) Eloqua
5 1 (0.20%) FastStats
5 1 (0.20%) Unica
Cloud Services
1 95 (18.59%) Amazon AWS
2 25 (4.89%) Microsoft Azure
3 23 (4.50%) Amazon EMR
4 18 (3.52%) PaaS
5 14 (2.74%) Google Cloud Platform
5 14 (2.74%) IaaS
6 8 (1.57%) Cloud Computing
7 4 (0.78%) AdWords
7 4 (0.78%) Amazon Kinesis
7 4 (0.78%) OpenShift
7 4 (0.78%) SaaS
8 3 (0.59%) Google Analytics
9 2 (0.39%) Amazon EC2
9 2 (0.39%) Amazon S3
10 1 (0.20%) Adobe Analytics
10 1 (0.20%) AWS CloudFormation
10 1 (0.20%) GitHub
10 1 (0.20%) Heroku
Communications & Networking
1 15 (2.94%) Internet
2 9 (1.76%) TCP/IP
3 7 (1.37%) Network Security
4 6 (1.17%) HTTP
5 4 (0.78%) Firewall
6 2 (0.39%) SAN
7 1 (0.20%) Ethernet
7 1 (0.20%) FCoE
7 1 (0.20%) Intrusion Detection
7 1 (0.20%) MPLS
7 1 (0.20%) NAS
7 1 (0.20%) Reverse Proxy
7 1 (0.20%) SNMP
7 1 (0.20%) VPN
7 1 (0.20%) Wireshark
Database & Business Intelligence
1 226 (44.23%) Hadoop
2 126 (24.66%) NoSQL
3 99 (19.37%) MongoDB
4 73 (14.29%) Data Warehouse
5 71 (13.89%) SQL Server
6 70 (13.70%) Apache Cassandra
7 48 (9.39%) MySQL
8 46 (9.00%) Apache Hive
9 43 (8.41%) SQL Server Integration Services
10 41 (8.02%) Relational Database
11 39 (7.63%) HBase
12 36 (7.05%) Data Mining
13 33 (6.46%) QlikView
14 30 (5.87%) PostgreSQL
15 23 (4.50%) RDBMS
16 22 (4.31%) SQL Server Analysis Services
17 17 (3.33%) SQL Server Reporting Services
18 16 (3.13%) Amazon Redshift
18 16 (3.13%) Redis
19 14 (2.74%) BusinessObjects
Development Applications
1 31 (6.07%) Git (software)
2 18 (3.52%) JIRA
3 10 (1.96%) Jenkins
3 10 (1.96%) Talend Open Studio
4 8 (1.57%) Rhino Mocks
5 7 (1.37%) Cucumber
5 7 (1.37%) Maven
6 4 (0.78%) GoCD
6 4 (0.78%) SpecFlow
7 3 (0.59%) ERwin
7 3 (0.59%) Selenium
7 3 (0.59%) TeamCity
8 2 (0.39%) jMock
8 2 (0.39%) JUnit
8 2 (0.39%) Mockito
8 2 (0.39%) MSTest
8 2 (0.39%) Octopus Deploy
8 2 (0.39%) SoapUI
8 2 (0.39%) Vagrant
9 1 (0.20%) Karma Test Runner
General
1 149 (29.16%) Finance
2 72 (14.09%) Banking
3 55 (10.76%) Marketing
4 44 (8.61%) Advertising
5 38 (7.44%) Law
6 33 (6.46%) Retail
7 28 (5.48%) Games
8 17 (3.33%) Telecoms
9 15 (2.94%) Legal
10 11 (2.15%) Investment Banking
11 7 (1.37%) Front Office
11 7 (1.37%) Publishing
12 4 (0.78%) Electronics
13 3 (0.59%) German Language
13 3 (0.59%) Manufacturing
14 2 (0.39%) Back Office
14 2 (0.39%) Mandarin Language
14 2 (0.39%) Music Industry
14 2 (0.39%) Pharmaceutical
14 2 (0.39%) Spanish Language
Job Titles
1 233 (45.60%) Developer
2 142 (27.79%) Java Developer
3 61 (11.94%) Software Engineer
4 59 (11.55%) Architect
5 47 (9.20%) Senior Developer
6 43 (8.41%) Scala Developer
7 41 (8.02%) Big Data Developer
8 35 (6.85%) Data Architect
9 31 (6.07%) Data Scientist
9 31 (6.07%) Senior Java Developer
10 30 (5.87%) Java Scala Developer
11 29 (5.68%) Java Engineer
12 28 (5.48%) Analyst
13 27 (5.28%) Data Engineer
13 27 (5.28%) Hadoop Developer
14 23 (4.50%) Developer/Software Engineer
15 22 (4.31%) Big Data Architect
15 22 (4.31%) Java Software Engineer
15 22 (4.31%) Machine Learning Developer
15 22 (4.31%) Solutions Architect
Libraries, Frameworks & Software Standards
1 71 (13.89%) Spring
2 47 (9.20%) HTML
3 41 (8.02%) Lucene
4 39 (7.63%) Node.js
5 37 (7.24%) CSS
5 37 (7.24%) REST
6 34 (6.65%) Web Services
7 33 (6.46%) .NET
8 32 (6.26%) AngularJS
9 31 (6.07%) Akka
10 30 (5.87%) Kafka
11 27 (5.28%) HTML5
12 26 (5.09%) React
13 23 (4.50%) Hibernate
14 21 (4.11%) jQuery
14 21 (4.11%) RabbitMQ
15 20 (3.91%) Dropwizard
15 20 (3.91%) J2EE
15 20 (3.91%) JSON
15 20 (3.91%) Natural Language Processing
Miscellaneous
1 89 (17.42%) Computer Science
2 76 (14.87%) Visualisation
3 60 (11.74%) Algorithms
4 45 (8.81%) Analytical Skills
5 36 (7.05%) Mathematics
6 26 (5.09%) Statistics
7 24 (4.70%) Fintech
8 22 (4.31%) Artificial Intelligence
9 21 (4.11%) Data Structures
9 21 (4.11%) Public Cloud
10 18 (3.52%) Digital Media
11 17 (3.33%) Data Integration
11 17 (3.33%) Linked Data
11 17 (3.33%) Ontologies
12 16 (3.13%) Derivative
13 13 (2.54%) Economics
13 13 (2.54%) Taxonomies
14 12 (2.35%) User Experience
15 11 (2.15%) Clustering
15 11 (2.15%) Mobile Banking
Operating Systems
1 53 (10.37%) Linux
2 12 (2.35%) Ubuntu
3 9 (1.76%) Unix
4 8 (1.57%) Windows
5 4 (0.78%) Solaris
6 3 (0.59%) AIX
7 2 (0.39%) Windows Server
8 1 (0.20%) Android
8 1 (0.20%) Apple iOS
8 1 (0.20%) CentOS
8 1 (0.20%) Debian
Processes & Methodologies
1 259 (50.68%) Agile Software Development
2 154 (30.14%) Analytics
3 146 (28.57%) TDD
4 107 (20.94%) Machine Learning
5 98 (19.18%) Scrum
6 96 (18.79%) BDD
6 96 (18.79%) Business Intelligence
7 84 (16.44%) Software Engineering
8 77 (15.07%) Continuous Integration
9 73 (14.29%) SDLC
10 71 (13.89%) Data Analytics
11 62 (12.13%) ETL
12 60 (11.74%) Multithreading
13 46 (9.00%) Kanban
14 43 (8.41%) MapReduce
15 42 (8.22%) OO
16 38 (7.44%) Functional Programming
16 38 (7.44%) Software Delivery
17 34 (6.65%) Data Visualisation
18 32 (6.26%) E-Commerce
Programming Languages
1 269 (52.64%) Java
2 139 (27.20%) Python
3 124 (24.27%) SQL
4 111 (21.72%) Scala
5 87 (17.03%) JavaScript
6 44 (8.61%) R
7 42 (8.22%) Ruby
8 35 (6.85%) C#
9 32 (6.26%) PHP
10 28 (5.48%) Clojure
11 23 (4.50%) Haskell
12 22 (4.31%) Go
13 21 (4.11%) Perl
14 19 (3.72%) MATLAB
15 17 (3.33%) Erlang
15 17 (3.33%) Shell Script
16 16 (3.13%) Bash Shell
17 12 (2.35%) C++
17 12 (2.35%) Groovy
17 12 (2.35%) PL/SQL
Qualifications
1 94 (18.40%) Degree
2 36 (7.05%) PhD
3 4 (0.78%) PRINCE2 Certification
4 3 (0.59%) Security Cleared
5 2 (0.39%) CITP
6 1 (0.20%) CCNA
6 1 (0.20%) Cisco Certification
6 1 (0.20%) CISSP
6 1 (0.20%) CompTIA Security+
6 1 (0.20%) DV Cleared
6 1 (0.20%) GIAC
6 1 (0.20%) Linux+ Certification
6 1 (0.20%) MCSE
6 1 (0.20%) Microsoft Certification
6 1 (0.20%) Network+ Certification
6 1 (0.20%) PMI Certification
6 1 (0.20%) SANS
6 1 (0.20%) Security+ Certification
6 1 (0.20%) SSCP
Quality Assurance & Compliance
1 13 (2.54%) QA
2 8 (1.57%) Data Quality
3 2 (0.39%) SDET
System Software
1 28 (5.48%) Docker
2 25 (4.89%) HDFS
3 7 (1.37%) Apache Flume
4 3 (0.59%) PowerHA
4 3 (0.59%) VMware Infrastructure
5 1 (0.20%) GPFS
5 1 (0.20%) NFS
5 1 (0.20%) Samba
5 1 (0.20%) VMware ESX
Systems Management
1 21 (4.11%) Opscode Chef
2 20 (3.91%) Puppet
3 17 (3.33%) Ansible
4 11 (2.15%) Mesos
5 10 (1.96%) Kibana
5 10 (1.96%) logstash
5 10 (1.96%) Salt
6 6 (1.17%) Consul
7 4 (0.78%) Hadoop YARN
8 3 (0.59%) Oozie
8 3 (0.59%) Tivoli
8 3 (0.59%) Tivoli Monitoring
9 2 (0.39%) Ambari
9 2 (0.39%) Graphite
9 2 (0.39%) Host Intrusion Detection System
9 2 (0.39%) Packer
10 1 (0.20%) CA Single Sign-On
10 1 (0.20%) Kubernetes
10 1 (0.20%) Nagios
Vendors
1 65 (12.72%) Oracle
2 50 (9.78%) Tableau
3 41 (8.02%) Microsoft
4 34 (6.65%) Google
5 25 (4.89%) SAP
6 19 (3.72%) Atlassian
6 19 (3.72%) IBM
7 16 (3.13%) Informatica
7 16 (3.13%) VMware
8 14 (2.74%) Cloudera
9 13 (2.54%) Teradata
10 11 (2.15%) Adobe
11 10 (1.96%) Alteryx
11 10 (1.96%) Hortonworks
11 10 (1.96%) Talend
12 8 (1.57%) MicroStrategy
12 8 (1.57%) TIBCO
13 7 (1.37%) Netezza
14 6 (1.17%) Cognos
14 6 (1.17%) Salesforce.com
City, London
Harrington Starr
Salary: £70000 - £110000 per annum
Posted: 5 hours ago
City, London
ANSON MCCADE
Salary: Up to £95k
Posted: 6 hours ago
City, London
ANSON MCCADE
Salary: £85,000 - £95,000 (+ top tier package and benefits!!!)
Posted: 6 hours ago
City, London
ANSON MCCADE
Salary: Up to £95,000 + package
Posted: 6 hours ago
City, London
Twenty Recruitment Group
Salary: From £95,000 to £110,000 per annum Bonus + Package
Posted: 2 hours ago
City, London
Networking People
Salary: Bonus + Benefits
Posted: 4 hours ago
City, London
Harrington Starr
Salary: £45000 - £55000 per annum + plus package and bonus
Posted: 3 hours ago
City, London
Software Personnel International Ltd
Salary: From £60,000 to £75,000 per annum
Posted: 4 hours ago
City, London
ANSON MCCADE
Salary: £85,000 - £95,000
Posted: 6 hours ago
City, London
Proteus Europe
Posted: 5 hours ago
City, London
Parallel Consulting
Salary: £120000 - £130000 per annum
Posted: Yesterday
City, London
Salt
Salary: £60000 - £70000 per annum + Benefits
Posted: 10 hours ago
City, London
ANSON MCCADE
Salary: Up to £ 85,000 + car allowance (5.9k) + bonus (10-15%) + pension + hea
Posted: Yesterday
City, London
JM
Salary: £80000 - £120000 per annum + bonus and pension
Posted: 2 days ago
City, London
Salt
Salary: £45000 - £50000 per annum + Benefits
Posted: 11 hours ago
City, London
Quant Capital
Salary: Up to £45,000 per annum + benefits
Posted: Yesterday
City, London
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: 2 days ago
City, London
Client Server
Salary: £45k to £55k + benefits
Posted: 2 days ago
City, London
Informatiq Consulting
Salary: £40000 - £50000 per annum + bonus, pension, healthcare
Posted: 2 days ago
City, London
Harvey Nash plc
Salary: £60000 - £70000 per annum
Posted: 2 days ago
City, London
Client Server
Salary: £95k to £120k + bonus + benefits
Posted: 2 days ago
City, London
Burns Sheehan
Salary: £80000 - £100000 per annum + benefits & bonus
Posted: 5 days ago
City, London
JM
Posted: 5 days ago
City, London
Reed Technology
Salary: £40000 - £48000 per annum + + Bonus
Posted: 2 days ago
City, London
Harris Global
Salary: From £50,000 to £75,000 per annum Benefits + Bonus
Posted: 5 days ago
City, London
Accenture
Salary: £37,800 per annum depending on skills and experience
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 6 days ago
City, London
Accenture
Salary: £34,000 per annum
Posted: 2 days ago
City, London
Accenture
Salary: From £28,000 to £42,000 per annum
Posted: 2 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £45000 - £65000 Per Annum + Benefits
Posted: 2 days ago