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

3 months to
24 Jun 2016
Same period 2015 Same period 2014
Big Data
Rank 70 75 101
Rank change year-on-year
+5 +26
Permanent jobs citing Big Data 253 364 346
As % of all permanent IT jobs located in the City of London 3.98% 3.50% 2.62%
As % of the Database & Business Intelligence category 14.61% 11.86% 8.45%
Number of salaries quoted 223 312 279
Median salary £60,000 £65,000 £70,000
Median salary % change year-on-year
-7.69% -7.14%
90% offered a salary of more than £46,658 £45,000 £47,300
10% offered a salary of more than £100,000 £94,750 £90,000
UK excluding London median salary £54,000 £50,000 £50,000
% change year-on-year
+8.00% -
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
1732 3070 4096
As % of all permanent IT jobs located in the City of London 27.28% 29.56% 31.04%
Number of salaries quoted 1557 2671 3560
Median salary £57,500 £57,500 £55,000
Median salary % change year-on-year
- +4.54%
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £80,000 £80,000 £77,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 June 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 June 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.

1 267 (49.17%) Hadoop
2 250 (46.04%) Java
3 236 (43.46%) Agile Software Development
4 170 (31.31%) Python
5 163 (30.02%) SQL
6 161 (29.65%) Finance
7 152 (27.99%) Analytics
8 148 (27.26%) Apache Spark
9 146 (26.89%) NoSQL
10 144 (26.52%) Business Intelligence
11 138 (25.41%) TDD
12 111 (20.44%) MongoDB
13 109 (20.07%) Degree
14 103 (18.97%) Scrum
15 98 (18.05%) JavaScript
15 98 (18.05%) Machine Learning
16 92 (16.94%) ETL
17 87 (16.02%) Computer Science
17 87 (16.02%) Analytical Skills
18 85 (15.65%) Scala
19 84 (15.47%) Amazon AWS
19 84 (15.47%) Continuous Integration
20 83 (15.29%) SQL Server
21 81 (14.92%) Data Warehouse
21 81 (14.92%) Software Engineering
22 80 (14.73%) Visualisation
22 80 (14.73%) Oracle
23 79 (14.55%) Apache Cassandra
24 74 (13.63%) Banking
25 73 (13.44%) Linux

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
1 148 (27.26%) Apache Spark
2 55 (10.13%) Elasticsearch
3 42 (7.73%) Apache
4 29 (5.34%) Apache Solr
5 23 (4.24%) SAS
6 19 (3.50%) OpenStack
6 19 (3.50%) WebLogic
7 15 (2.76%) Apache Pig
7 15 (2.76%) JBoss
7 15 (2.76%) WebSphere
8 14 (2.58%) Jetty
8 14 (2.58%) Tomcat
9 13 (2.39%) Confluence
10 12 (2.21%) WebSphere Application Server
11 4 (0.74%) SharePoint
12 3 (0.55%) nginx
13 2 (0.37%) Adobe Experience Manager
13 2 (0.37%) ArcGIS
13 2 (0.37%) CloudStack
14 1 (0.18%) CMS
Applications
1 28 (5.16%) MS Excel
2 8 (1.47%) MS Visio
3 6 (1.10%) SPSS
4 5 (0.92%) MS Project
5 4 (0.74%) MS PowerPoint
6 3 (0.55%) MS Office
6 3 (0.55%) Spreadsheet
7 2 (0.37%) Adobe Illustrator
7 2 (0.37%) EViews
7 2 (0.37%) Photoshop
8 1 (0.18%) S-PLUS
8 1 (0.18%) Stata
8 1 (0.18%) Weka
Business Applications
1 6 (1.10%) SAP Oil and Gas
2 4 (0.74%) Dynamics CRM
3 3 (0.55%) Adobe Campaign
3 3 (0.55%) Eloqua
3 3 (0.55%) FastStats
3 3 (0.55%) SAP CO
3 3 (0.55%) SAP FI
3 3 (0.55%) SAP FI/CO
3 3 (0.55%) Unica
Cloud Services
1 84 (15.47%) Amazon AWS
2 29 (5.34%) Microsoft Azure
3 14 (2.58%) Amazon EMR
4 10 (1.84%) Google Cloud Platform
4 10 (1.84%) PaaS
5 9 (1.66%) Cloud Computing
6 7 (1.29%) GitHub
6 7 (1.29%) SaaS
7 6 (1.10%) Amazon Kinesis
7 6 (1.10%) Google Analytics
7 6 (1.10%) IaaS
8 4 (0.74%) OpenShift
9 3 (0.55%) AdWords
10 1 (0.18%) Amazon EC2
10 1 (0.18%) Amazon S3
10 1 (0.18%) AWS CloudFormation
10 1 (0.18%) Google App Engine
10 1 (0.18%) Heroku
Communications & Networking
1 18 (3.31%) Internet
2 8 (1.47%) TCP/IP
3 7 (1.29%) Network Security
4 5 (0.92%) Firewall
4 5 (0.92%) HTTP
5 3 (0.55%) Kerberos
5 3 (0.55%) LDAP
5 3 (0.55%) SSL
6 2 (0.37%) SAN
6 2 (0.37%) SSH
7 1 (0.18%) NAS
7 1 (0.18%) Reverse Proxy
7 1 (0.18%) Wireshark
Database & Business Intelligence
1 267 (49.17%) Hadoop
2 146 (26.89%) NoSQL
3 111 (20.44%) MongoDB
4 83 (15.29%) SQL Server
5 81 (14.92%) Data Warehouse
6 79 (14.55%) Apache Cassandra
7 64 (11.79%) MySQL
8 56 (10.31%) Apache Hive
8 56 (10.31%) PostgreSQL
9 51 (9.39%) SQL Server Integration Services
10 49 (9.02%) QlikView
11 45 (8.29%) HBase
12 38 (7.00%) Relational Database
13 37 (6.81%) Data Mining
14 34 (6.26%) SQL Server Analysis Services
15 31 (5.71%) SQL Server Reporting Services
16 26 (4.79%) Amazon Redshift
17 20 (3.68%) RDBMS
18 17 (3.13%) Redis
19 15 (2.76%) Couchbase
Development Applications
1 48 (8.84%) Git (software)
2 27 (4.97%) JIRA
3 25 (4.60%) Jenkins
4 21 (3.87%) Talend Open Studio
5 12 (2.21%) Maven
6 8 (1.47%) Rhino Mocks
6 8 (1.47%) TeamCity
7 7 (1.29%) JUnit
7 7 (1.29%) Mockito
8 6 (1.10%) jMock
8 6 (1.10%) Subversion
9 5 (0.92%) Cucumber
9 5 (0.92%) Vagrant
10 4 (0.74%) GoCD
10 4 (0.74%) SpecFlow
11 3 (0.55%) Octopus Deploy
12 2 (0.37%) Mercurial
12 2 (0.37%) Selenium
13 1 (0.18%) MSTest
13 1 (0.18%) NUnit
General
1 161 (29.65%) Finance
2 74 (13.63%) Banking
3 63 (11.60%) Marketing
4 60 (11.05%) Retail
5 50 (9.21%) Law
6 33 (6.08%) Advertising
7 17 (3.13%) Legal
8 16 (2.95%) Games
8 16 (2.95%) Telecoms
9 13 (2.39%) Retail Banking
10 8 (1.47%) Front Office
11 7 (1.29%) Spanish Language
12 6 (1.10%) German Language
12 6 (1.10%) Mandarin Language
13 5 (0.92%) Electronics
13 5 (0.92%) International Banking
13 5 (0.92%) Manufacturing
14 3 (0.55%) Publishing
15 2 (0.37%) Back Office
15 2 (0.37%) Investment Banking
Job Titles
1 224 (41.25%) Developer
2 99 (18.23%) Java Developer
3 53 (9.76%) Software Engineer
4 49 (9.02%) Big Data Developer
5 46 (8.47%) Senior Developer
6 44 (8.10%) Architect
7 41 (7.55%) Data Engineer
8 33 (6.08%) Analyst
9 30 (5.52%) Big Data Engineer
9 30 (5.52%) Consultant
9 30 (5.52%) Data Scientist
9 30 (5.52%) Scala Developer
10 29 (5.34%) Data Architect
11 28 (5.16%) Hadoop Developer
11 28 (5.16%) Java Engineer
11 28 (5.16%) Python Developer
12 24 (4.42%) Business Intelligence Developer
12 24 (4.42%) Project Manager
13 23 (4.24%) Django Developer
13 23 (4.24%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 52 (9.58%) .NET
2 51 (9.39%) HTML
3 49 (9.02%) Spring
4 44 (8.10%) Web Services
5 39 (7.18%) CSS
6 34 (6.26%) RabbitMQ
7 33 (6.08%) AngularJS
7 33 (6.08%) Node.js
8 30 (5.52%) Lucene
9 28 (5.16%) Kafka
10 26 (4.79%) React
11 24 (4.42%) Django
11 24 (4.42%) REST
12 23 (4.24%) HTML5
13 22 (4.05%) Dropwizard
13 22 (4.05%) Hibernate
14 18 (3.31%) XML
15 16 (2.95%) jQuery
15 16 (2.95%) Natural Language Processing
16 15 (2.76%) Akka
Miscellaneous
1 87 (16.02%) Analytical Skills
1 87 (16.02%) Computer Science
2 80 (14.73%) Visualisation
3 58 (10.68%) Fintech
4 39 (7.18%) Algorithms
5 35 (6.45%) Mathematics
6 29 (5.34%) Statistics
7 17 (3.13%) Data Integration
8 16 (2.95%) Data Structures
8 16 (2.95%) Mobile App
9 15 (2.76%) Digital Media
9 15 (2.76%) Economics
9 15 (2.76%) User Experience
10 13 (2.39%) Management Information System
10 13 (2.39%) Public Cloud
11 12 (2.21%) Artificial Intelligence
11 12 (2.21%) Blockchain
11 12 (2.21%) Derivative
11 12 (2.21%) Enterprise Software
12 11 (2.03%) Mobile Banking
Operating Systems
1 73 (13.44%) Linux
2 37 (6.81%) Unix
3 14 (2.58%) Ubuntu
4 9 (1.66%) Windows
5 5 (0.92%) Apple iOS
6 3 (0.55%) Android
6 3 (0.55%) CentOS
7 2 (0.37%) Debian
7 2 (0.37%) Red Hat Enterprise Linux
7 2 (0.37%) Solaris
7 2 (0.37%) Windows Server
Processes & Methodologies
1 236 (43.46%) Agile Software Development
2 152 (27.99%) Analytics
3 144 (26.52%) Business Intelligence
4 138 (25.41%) TDD
5 103 (18.97%) Scrum
6 98 (18.05%) Machine Learning
7 92 (16.94%) ETL
8 84 (15.47%) Continuous Integration
9 81 (14.92%) Software Engineering
10 62 (11.42%) BDD
10 62 (11.42%) SDLC
11 61 (11.23%) Open Source
12 59 (10.87%) Data Analytics
13 56 (10.31%) Multithreading
14 51 (9.39%) OO
15 48 (8.84%) E-Commerce
16 46 (8.47%) Kanban
17 45 (8.29%) Data Visualisation
18 41 (7.55%) Project Management
19 35 (6.45%) MapReduce
Programming Languages
1 250 (46.04%) Java
2 170 (31.31%) Python
3 163 (30.02%) SQL
4 98 (18.05%) JavaScript
5 85 (15.65%) Scala
6 61 (11.23%) R
7 57 (10.50%) C#
8 47 (8.66%) Ruby
9 36 (6.63%) PHP
10 26 (4.79%) Clojure
11 25 (4.60%) Perl
12 23 (4.24%) Go
13 22 (4.05%) C++
14 17 (3.13%) Erlang
14 17 (3.13%) T-SQL
15 15 (2.76%) Bash Shell
15 15 (2.76%) MATLAB
16 14 (2.58%) Haskell
17 11 (2.03%) Shell Script
17 11 (2.03%) VBA
Qualifications
1 109 (20.07%) Degree
2 37 (6.81%) PhD
3 4 (0.74%) ISEB
3 4 (0.74%) PRINCE2 Certification
4 3 (0.55%) Security Cleared
5 1 (0.18%) CITP
5 1 (0.18%) HND
5 1 (0.18%) SC Cleared
Quality Assurance & Compliance
1 22 (4.05%) QA
2 12 (2.21%) Data Quality
3 1 (0.18%) SDET
System Software
1 36 (6.63%) Docker
2 29 (5.34%) HDFS
3 8 (1.47%) Apache Flume
4 6 (1.10%) VMware Infrastructure
5 2 (0.37%) vSphere
5 2 (0.37%) Xen
5 2 (0.37%) XenServer
6 1 (0.18%) GPFS
Systems Management
1 36 (6.63%) Puppet
2 27 (4.97%) Opscode Chef
3 23 (4.24%) Ansible
4 16 (2.95%) logstash
4 16 (2.95%) Mesos
5 14 (2.58%) Salt
6 12 (2.21%) Kibana
7 6 (1.10%) Consul
7 6 (1.10%) Graphite
7 6 (1.10%) Hadoop YARN
8 5 (0.92%) Packer
9 4 (0.74%) Ganglia
9 4 (0.74%) Oozie
10 3 (0.55%) Ambari
10 3 (0.55%) SELinux
11 2 (0.37%) Cobbler
11 2 (0.37%) Host Intrusion Detection System
11 2 (0.37%) Terraform
11 2 (0.37%) Tivoli
12 1 (0.18%) CA Single Sign-On
Vendors
1 80 (14.73%) Oracle
2 65 (11.97%) Microsoft
3 47 (8.66%) Tableau
4 27 (4.97%) Google
4 27 (4.97%) Hortonworks
5 25 (4.60%) SAP
6 24 (4.42%) Cloudera
7 21 (3.87%) Talend
8 20 (3.68%) VMware
9 18 (3.31%) Sybase
10 15 (2.76%) Netezza
10 15 (2.76%) Teradata
11 14 (2.58%) IBM
12 13 (2.39%) Informatica
13 12 (2.21%) Alteryx
14 11 (2.03%) Facebook
14 11 (2.03%) WorldPay
15 10 (1.84%) Atlassian
16 9 (1.66%) Adobe
16 9 (1.66%) Greenplum
City, London
Careerwise UK Limited
Salary: £80000 - £110000 per annum + bonus, benefits, negotiable
Posted: 14 hours ago
City, London
First Point
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: 9 hours ago
City, London
Client Server
Salary: £40k to £45k + benefits
Posted: 10 hours ago
City, London
Big Wednesday Digital Ltd
Posted: 2 days ago
City, London
Asset Resourcing Ltd
Salary: £80000 - £100000 per annum + core bens + £10-15K flexi-bens
Posted: Yesterday
City, London
Informatiq Consulting
Salary: £35000 - £50000 per annum + bonus + bens
Posted: 3 days ago
City, London
Stratospherec
Salary: From £60,000 to £80,000 per annum excellent Benefits & Bonus package
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £60000 - £70000 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 3 days ago
City, London
Experis Ltd
Salary: £30000 - £50000 per annum + Benefits
Posted: 3 days ago
City, London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 4 days ago
City, London
Client Server
Salary: £45k to £55k + bonus + benefits
Posted: 2 days ago
City, London
Intelletec
Salary: From £60,000 to £80,000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45k-£62k plus attractive benefits, 30 days holiday and extensive care
Posted: 4 days ago
City, London
Lawrence Harvey Enterprise
Salary: £40000.00 - £70000 per annum + bonus + Benefits
Posted: 3 days ago
City, London
TEKsystems
Salary: £40000 - £55000 per annum + bonus+benefit package
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £40,000 - £55,000
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £60,000 plus benefits
Posted: 2 days ago
City, London
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: 4 days ago
City, London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £100,000 plus exceptional benefits package
Posted: 11 hours ago
City, London
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £55k - £65k plus attractive benefits, 30 days holiday and extensive ca
Posted: 4 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £100000.00 - £130000.00 per annum + bonus and benefits
Posted: 4 days ago
City, London
Proprius Recruitment
Salary: From £60,000 to £80,000 per annum Plus Excellent Bonus and Benefits
Posted: 3 days ago
City, London
Proprius Recruitment
Salary: From £60,000 to £80,000 per annum Plus Excellent Bonus and Benefits
Posted: 3 days ago
City, London
Proprius Recruitment
Salary: From £50,000 to £70,000 per annum Plus Excellent Bonus and Benefits
Posted: 3 days ago
City, London
Proprius Recruitment
Salary: From £60,000 to £80,000 per annum Plus Excellent Bonus and Benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £40,000-£58,000 depending on experience.
Posted: 4 days ago