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

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 58 73 111
Rank change year-on-year
+15 +38
Permanent jobs citing Big Data 281 388 311
As % of all permanent IT jobs located in the City of London 4.49% 3.70% 2.51%
As % of the Database & Business Intelligence category 15.80% 12.99% 8.31%
Number of salaries quoted 243 314 254
Median salary £60,000 £67,500 £70,000
Median salary % change year-on-year
-11.11% -3.57%
90% offered a salary of more than £46,658 £45,000 £47,500
10% offered a salary of more than £100,000 £90,000 £90,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
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
1778 2986 3741
As % of all permanent IT jobs located in the City of London 28.39% 28.46% 30.18%
Number of salaries quoted 1600 2570 3229
Median salary £58,000 £57,500 £55,000
Median salary % change year-on-year
+0.86% +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 £80,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 30 July 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 30 July 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.

1 265 (50.57%) Java
2 256 (48.85%) Agile Software Development
3 238 (45.42%) Hadoop
4 155 (29.58%) Python
5 154 (29.39%) Finance
5 154 (29.39%) TDD
6 148 (28.24%) Analytics
7 142 (27.10%) SQL
8 139 (26.53%) Apache Spark
9 135 (25.76%) NoSQL
10 113 (21.56%) Business Intelligence
11 105 (20.04%) Scala
12 103 (19.66%) Scrum
12 103 (19.66%) Machine Learning
13 102 (19.47%) MongoDB
14 98 (18.70%) Degree
15 96 (18.32%) JavaScript
16 93 (17.75%) Amazon AWS
17 87 (16.60%) BDD
18 85 (16.22%) Visualisation
19 84 (16.03%) Continuous Integration
20 83 (15.84%) Computer Science
21 82 (15.65%) Software Engineering
22 78 (14.89%) SQL Server
23 77 (14.69%) Data Warehouse
24 75 (14.31%) Apache Cassandra
25 72 (13.74%) Oracle
25 72 (13.74%) ETL
26 69 (13.17%) SDLC
27 67 (12.79%) Spring

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
1 139 (26.53%) Apache Spark
2 54 (10.31%) Elasticsearch
3 37 (7.06%) Apache
4 29 (5.53%) Apache Solr
5 20 (3.82%) SAS
6 18 (3.44%) WebSphere
7 15 (2.86%) OpenStack
7 15 (2.86%) Tomcat
8 14 (2.67%) Jetty
9 12 (2.29%) JBoss
10 11 (2.10%) Apache Pig
10 11 (2.10%) WebLogic
10 11 (2.10%) WebSphere Application Server
11 9 (1.72%) Confluence
12 7 (1.34%) SharePoint
13 5 (0.95%) Adobe Experience Manager
13 5 (0.95%) ArcGIS
13 5 (0.95%) nginx
14 3 (0.57%) CMS
15 2 (0.38%) Documentum
Applications
1 14 (2.67%) MS Excel
2 8 (1.53%) SPSS
3 7 (1.34%) MS Visio
4 4 (0.76%) MS Project
5 2 (0.38%) MS Office
5 2 (0.38%) MS PowerPoint
5 2 (0.38%) Spreadsheet
6 1 (0.19%) EViews
6 1 (0.19%) Gephi
6 1 (0.19%) Weka
Business Applications
1 6 (1.15%) BusinessWorks
2 5 (0.95%) SAP CO
2 5 (0.95%) SAP FI
2 5 (0.95%) SAP FI/CO
3 4 (0.76%) SAP Oil and Gas
4 3 (0.57%) Adobe Campaign
4 3 (0.57%) Dynamics CRM
4 3 (0.57%) Eloqua
4 3 (0.57%) FastStats
4 3 (0.57%) SAP HR
4 3 (0.57%) TIBCO BusinessEvents
4 3 (0.57%) Unica
Cloud Services
1 93 (17.75%) Amazon AWS
2 30 (5.73%) Microsoft Azure
3 19 (3.63%) Amazon EMR
4 16 (3.05%) PaaS
5 12 (2.29%) IaaS
6 10 (1.91%) Google Cloud Platform
7 7 (1.34%) Cloud Computing
8 6 (1.15%) Amazon Kinesis
9 5 (0.95%) Google Analytics
10 4 (0.76%) GitHub
10 4 (0.76%) OpenShift
10 4 (0.76%) SaaS
11 3 (0.57%) AdWords
12 2 (0.38%) Amazon EC2
12 2 (0.38%) Amazon S3
13 1 (0.19%) AWS CloudFormation
13 1 (0.19%) Heroku
Communications & Networking
1 13 (2.48%) Internet
2 9 (1.72%) TCP/IP
3 7 (1.34%) Network Security
4 4 (0.76%) Firewall
5 3 (0.57%) HTTP
5 3 (0.57%) Kerberos
5 3 (0.57%) LDAP
5 3 (0.57%) SSL
6 2 (0.38%) SAN
7 1 (0.19%) Ethernet
7 1 (0.19%) FCoE
7 1 (0.19%) Intrusion Detection
7 1 (0.19%) MPLS
7 1 (0.19%) NAS
7 1 (0.19%) Reverse Proxy
7 1 (0.19%) SNMP
7 1 (0.19%) VPN
7 1 (0.19%) Wireshark
Database & Business Intelligence
1 238 (45.42%) Hadoop
2 135 (25.76%) NoSQL
3 102 (19.47%) MongoDB
4 78 (14.89%) SQL Server
5 77 (14.69%) Data Warehouse
6 75 (14.31%) Apache Cassandra
7 57 (10.88%) MySQL
8 50 (9.54%) Apache Hive
9 47 (8.97%) SQL Server Integration Services
10 42 (8.02%) PostgreSQL
11 41 (7.82%) QlikView
12 39 (7.44%) HBase
13 38 (7.25%) Relational Database
14 32 (6.11%) Data Mining
15 23 (4.39%) SQL Server Analysis Services
16 21 (4.01%) RDBMS
17 20 (3.82%) Amazon Redshift
17 20 (3.82%) SQL Server Reporting Services
18 17 (3.24%) Redis
19 15 (2.86%) Couchbase
Development Applications
1 39 (7.44%) Git (software)
2 22 (4.20%) JIRA
3 19 (3.63%) Jenkins
4 16 (3.05%) Talend Open Studio
5 14 (2.67%) Maven
6 8 (1.53%) Rhino Mocks
7 6 (1.15%) Cucumber
8 5 (0.95%) jMock
8 5 (0.95%) JUnit
8 5 (0.95%) Mockito
8 5 (0.95%) SpecFlow
9 4 (0.76%) GoCD
9 4 (0.76%) TeamCity
10 3 (0.57%) ERwin
10 3 (0.57%) Octopus Deploy
10 3 (0.57%) Selenium
10 3 (0.57%) Vagrant
11 2 (0.38%) MSTest
11 2 (0.38%) SoapUI
12 1 (0.19%) Bitbucket
General
1 154 (29.39%) Finance
2 66 (12.60%) Banking
3 55 (10.50%) Marketing
4 44 (8.40%) Law
5 39 (7.44%) Advertising
5 39 (7.44%) Retail
6 23 (4.39%) Games
7 18 (3.44%) Legal
8 16 (3.05%) Telecoms
9 6 (1.15%) Investment Banking
10 5 (0.95%) German Language
10 5 (0.95%) Publishing
10 5 (0.95%) Spanish Language
11 4 (0.76%) Electronics
11 4 (0.76%) Front Office
11 4 (0.76%) Mandarin Language
11 4 (0.76%) Manufacturing
11 4 (0.76%) Retail Banking
12 2 (0.38%) Back Office
13 1 (0.19%) Pharmaceutical
Job Titles
1 226 (43.13%) Developer
2 126 (24.05%) Java Developer
3 63 (12.02%) Software Engineer
4 54 (10.31%) Architect
5 45 (8.59%) Senior Developer
6 40 (7.63%) Scala Developer
7 37 (7.06%) Big Data Developer
8 32 (6.11%) Data Architect
8 32 (6.11%) Data Engineer
8 32 (6.11%) Java Engineer
9 29 (5.53%) Analyst
9 29 (5.53%) Data Scientist
10 27 (5.15%) Senior Java Developer
11 26 (4.96%) Java Scala Developer
12 25 (4.77%) Big Data Engineer
13 24 (4.58%) Consultant
13 24 (4.58%) Hadoop Developer
14 22 (4.20%) Python Developer
14 22 (4.20%) Solutions Architect
15 21 (4.01%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 67 (12.79%) Spring
2 50 (9.54%) HTML
3 41 (7.82%) .NET
4 40 (7.63%) Node.js
5 39 (7.44%) Web Services
6 38 (7.25%) CSS
7 36 (6.87%) Lucene
8 33 (6.30%) AngularJS
9 32 (6.11%) REST
10 30 (5.73%) Kafka
11 29 (5.53%) RabbitMQ
12 26 (4.96%) React
13 25 (4.77%) Hibernate
14 23 (4.39%) Akka
14 23 (4.39%) Dropwizard
14 23 (4.39%) HTML5
15 21 (4.01%) Django
16 20 (3.82%) J2EE
16 20 (3.82%) jQuery
17 18 (3.44%) Natural Language Processing
Miscellaneous
1 85 (16.22%) Visualisation
2 83 (15.84%) Computer Science
3 58 (11.07%) Analytical Skills
4 47 (8.97%) Algorithms
5 37 (7.06%) Fintech
6 30 (5.73%) Mathematics
7 23 (4.39%) Statistics
8 19 (3.63%) Data Structures
9 18 (3.44%) Data Integration
9 18 (3.44%) Digital Media
10 17 (3.24%) Artificial Intelligence
10 17 (3.24%) Public Cloud
10 17 (3.24%) User Experience
11 14 (2.67%) Economics
11 14 (2.67%) Ontologies
12 13 (2.48%) Linked Data
12 13 (2.48%) Taxonomies
13 12 (2.29%) Derivative
13 12 (2.29%) Mobile App
14 11 (2.10%) Enterprise Software
Operating Systems
1 59 (11.26%) Linux
2 18 (3.44%) Unix
3 14 (2.67%) Ubuntu
4 7 (1.34%) Windows
5 3 (0.57%) AIX
5 3 (0.57%) CentOS
6 2 (0.38%) Android
6 2 (0.38%) Apple iOS
6 2 (0.38%) Debian
6 2 (0.38%) Solaris
6 2 (0.38%) Windows Server
Processes & Methodologies
1 256 (48.85%) Agile Software Development
2 154 (29.39%) TDD
3 148 (28.24%) Analytics
4 113 (21.56%) Business Intelligence
5 103 (19.66%) Machine Learning
5 103 (19.66%) Scrum
6 87 (16.60%) BDD
7 84 (16.03%) Continuous Integration
8 82 (15.65%) Software Engineering
9 72 (13.74%) ETL
10 69 (13.17%) SDLC
11 66 (12.60%) Data Analytics
12 57 (10.88%) Multithreading
13 50 (9.54%) Open Source
14 49 (9.35%) Kanban
15 43 (8.21%) OO
16 42 (8.02%) Data Visualisation
17 38 (7.25%) E-Commerce
18 35 (6.68%) Functional Programming
19 34 (6.49%) Software Delivery
Programming Languages
1 265 (50.57%) Java
2 155 (29.58%) Python
3 142 (27.10%) SQL
4 105 (20.04%) Scala
5 96 (18.32%) JavaScript
6 49 (9.35%) R
7 45 (8.59%) C#
7 45 (8.59%) Ruby
8 30 (5.73%) PHP
9 28 (5.34%) Clojure
10 23 (4.39%) Go
11 21 (4.01%) Haskell
12 20 (3.82%) Perl
13 19 (3.63%) MATLAB
14 17 (3.24%) Erlang
15 14 (2.67%) C++
16 13 (2.48%) Bash Shell
16 13 (2.48%) T-SQL
17 12 (2.29%) PL/SQL
17 12 (2.29%) Shell Script
Qualifications
1 98 (18.70%) Degree
2 34 (6.49%) PhD
3 4 (0.76%) PRINCE2 Certification
4 3 (0.57%) ISEB
4 3 (0.57%) Security Cleared
5 2 (0.38%) CITP
6 1 (0.19%) CCNA
6 1 (0.19%) Cisco Certification
6 1 (0.19%) CISSP
6 1 (0.19%) CompTIA Security+
6 1 (0.19%) DV Cleared
6 1 (0.19%) GIAC
6 1 (0.19%) Linux+ Certification
6 1 (0.19%) Microsoft Certification
6 1 (0.19%) Network+ Certification
6 1 (0.19%) PMI Certification
6 1 (0.19%) SANS
6 1 (0.19%) SC Cleared
6 1 (0.19%) Security+ Certification
6 1 (0.19%) SSCP
Quality Assurance & Compliance
1 18 (3.44%) QA
2 9 (1.72%) Data Quality
3 2 (0.38%) SDET
System Software
1 33 (6.30%) Docker
2 27 (5.15%) HDFS
3 7 (1.34%) Apache Flume
4 4 (0.76%) VMware Infrastructure
5 3 (0.57%) PowerHA
6 1 (0.19%) GPFS
6 1 (0.19%) NFS
6 1 (0.19%) Samba
6 1 (0.19%) VMware ESX
Systems Management
1 29 (5.53%) Puppet
2 23 (4.39%) Opscode Chef
3 18 (3.44%) Ansible
4 15 (2.86%) logstash
4 15 (2.86%) Mesos
5 11 (2.10%) Kibana
5 11 (2.10%) Salt
6 6 (1.15%) Consul
6 6 (1.15%) Graphite
7 4 (0.76%) Ganglia
7 4 (0.76%) Hadoop YARN
8 3 (0.57%) Packer
8 3 (0.57%) SELinux
8 3 (0.57%) Tivoli
8 3 (0.57%) Tivoli Monitoring
9 2 (0.38%) Ambari
9 2 (0.38%) Host Intrusion Detection System
10 1 (0.19%) Kubernetes
10 1 (0.19%) Nagios
10 1 (0.19%) Oozie
Vendors
1 72 (13.74%) Oracle
2 52 (9.92%) Tableau
3 45 (8.59%) Microsoft
4 31 (5.92%) Google
5 24 (4.58%) SAP
6 21 (4.01%) Cloudera
6 21 (4.01%) IBM
7 19 (3.63%) VMware
8 17 (3.24%) Atlassian
8 17 (3.24%) Informatica
9 16 (3.05%) Hortonworks
9 16 (3.05%) Talend
10 15 (2.86%) Teradata
11 13 (2.48%) Alteryx
12 10 (1.91%) Netezza
12 10 (1.91%) TIBCO
13 9 (1.72%) Adobe
14 8 (1.53%) Facebook
14 8 (1.53%) MicroStrategy
14 8 (1.53%) Sybase
City, London
Executive Recruitment Services (ERS)
Posted: 5 hours ago
City, London
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: Yesterday
City, London
Nicoll Curtin
Salary: £60000.00 - £75000.00 per annum + Package
Posted: 23 hours ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 2 days ago
City, London
Harvey Nash plc
Salary: £50000 - £70000 per annum
Posted: 2 days ago
City, London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £60000 - £70000 per annum
Posted: 2 days ago
City, London
Oscar
Salary: £40000 - £60000 per annum
Posted: 3 days ago
City, London
Experis Ltd
Salary: £40000 - £65000 per annum + Benefits
Posted: 4 days ago
City, London
Client Server
Salary: £60k to £65k + bonus + benefits
Posted: 4 days ago
City, London
Quant Capital
Salary: Up to £45,000 per annum + benefits
Posted: 2 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £120000.00 - £140000.00 per annum + bonus and benefits
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: 5 days ago
City, London
Energon People
Salary: £45000.00 - £55000.00 per annum + benefits + bonus
Posted: 4 days ago
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: 5 days ago
City, London
Quant Capital
Salary: Up to £45,000 per annum + benefits
Posted: 3 days ago
City, London
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: 5 days ago
City, London
Parallel Consulting
Salary: £30000 - £60000 per annum
Posted: 4 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £80000 Per Annum + Excellent Benefits
Posted: 3 days ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 5 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £65000.00 - £80000.00 per annum
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £110,000 - £150,000 plus exceptional benefits package
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £100,000 plus exceptional benefits package
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £40,000- £60,000 plus attractive benefits, 30 days holiday and extensi
Posted: 4 days ago
City, London
Harvey Nash plc
Salary: £90000 - £100000 per annum + £6,200 car allowance +package
Posted: 4 days ago
City, London
Simply Business
Salary: Competitive Salary + Benefits
Posted: 10 days ago