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

3 months to
27 May 2016
Same period 2015 Same period 2014
Big Data
Rank 83 89 111
Rank change year-on-year
+6 +22
Permanent jobs citing Big Data 228 292 327
As % of all permanent IT jobs located in the City of London 3.45% 2.91% 2.57%
As % of the Database & Business Intelligence category 12.88% 9.68% 8.35%
Number of salaries quoted 200 252 268
Median salary £60,000 £63,750 £70,000
Median salary % change year-on-year
-5.88% -8.92%
90% offered a salary of more than £46,592 £45,050 £45,000
10% offered a salary of more than £100,000 £94,750 £90,000
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
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
1770 3016 3918
As % of all permanent IT jobs located in the City of London 26.78% 30.05% 30.79%
Number of salaries quoted 1609 2625 3422
Median salary £55,000 £57,500 £52,500
Median salary % change year-on-year
-4.34% +9.52%
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £77,500 £77,500 £75,000
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 27 May 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 27 May 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.

1 281 (50.27%) Hadoop
2 256 (45.80%) Java
3 249 (44.54%) Agile Software Development
4 174 (31.13%) SQL
5 167 (29.87%) Python
6 164 (29.34%) Finance
7 160 (28.62%) Business Intelligence
8 155 (27.73%) Analytics
9 147 (26.30%) NoSQL
10 145 (25.94%) Apache Spark
11 127 (22.72%) TDD
12 117 (20.93%) Degree
13 110 (19.68%) ETL
14 101 (18.07%) Scrum
15 100 (17.89%) MongoDB
16 99 (17.71%) Machine Learning
16 99 (17.71%) JavaScript
17 96 (17.17%) Analytical Skills
18 93 (16.64%) Data Warehouse
19 90 (16.10%) SQL Server
20 89 (15.92%) Oracle
21 85 (15.21%) Computer Science
22 82 (14.67%) Visualisation
23 80 (14.31%) Software Engineering
24 76 (13.60%) Amazon AWS
25 75 (13.42%) Banking
26 74 (13.24%) Scala
27 72 (12.88%) Continuous Integration
27 72 (12.88%) Apache Cassandra
28 70 (12.52%) 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
1 145 (25.94%) Apache Spark
2 51 (9.12%) Elasticsearch
3 40 (7.16%) Apache
4 36 (6.44%) Node.js
5 28 (5.01%) Apache Solr
5 28 (5.01%) SAS
6 20 (3.58%) WebLogic
7 19 (3.40%) OpenStack
8 16 (2.86%) JBoss
8 16 (2.86%) WebSphere
9 15 (2.68%) Confluence
10 14 (2.50%) Jetty
11 12 (2.15%) Apache Pig
11 12 (2.15%) Tomcat
11 12 (2.15%) WebSphere Application Server
12 4 (0.72%) SharePoint
13 3 (0.54%) CloudStack
14 2 (0.36%) ArcGIS
15 1 (0.18%) IIS
15 1 (0.18%) MQSeries
Applications
1 34 (6.08%) MS Excel
2 10 (1.79%) MS Visio
3 6 (1.07%) SPSS
4 5 (0.89%) MS Project
5 4 (0.72%) MS PowerPoint
6 3 (0.54%) Adobe Illustrator
6 3 (0.54%) MS Office
6 3 (0.54%) Photoshop
6 3 (0.54%) Spreadsheet
7 2 (0.36%) EViews
7 2 (0.36%) Gephi
8 1 (0.18%) S-PLUS
8 1 (0.18%) Stata
8 1 (0.18%) Weka
Business Applications
1 8 (1.43%) SAP Oil and Gas
2 4 (0.72%) Dynamics CRM
2 4 (0.72%) FastStats
3 3 (0.54%) Adobe Campaign
3 3 (0.54%) Eloqua
3 3 (0.54%) SAP CO
3 3 (0.54%) SAP FI
3 3 (0.54%) SAP FI/CO
3 3 (0.54%) Unica
Cloud Services
1 76 (13.60%) Amazon AWS
2 29 (5.19%) Microsoft Azure
3 12 (2.15%) Cloud Computing
4 11 (1.97%) Amazon EMR
5 10 (1.79%) Google Cloud Platform
6 9 (1.61%) GitHub
7 8 (1.43%) Google Analytics
8 7 (1.25%) Amazon Kinesis
8 7 (1.25%) SaaS
9 4 (0.72%) IaaS
9 4 (0.72%) PaaS
10 3 (0.54%) AdWords
10 3 (0.54%) OpenShift
11 2 (0.36%) AWS CloudFormation
12 1 (0.18%) Amazon ELB
12 1 (0.18%) Amazon S3
12 1 (0.18%) Google App Engine
12 1 (0.18%) Heroku
Communications & Networking
1 18 (3.22%) Internet
2 7 (1.25%) TCP/IP
3 5 (0.89%) Network Security
4 4 (0.72%) Firewall
5 3 (0.54%) HTTP
5 3 (0.54%) Kerberos
5 3 (0.54%) LDAP
5 3 (0.54%) SSH
5 3 (0.54%) SSL
6 2 (0.36%) SAN
7 1 (0.18%) NAS
7 1 (0.18%) Reverse Proxy
7 1 (0.18%) Wireshark
Database & Business Intelligence
1 281 (50.27%) Hadoop
2 147 (26.30%) NoSQL
3 100 (17.89%) MongoDB
4 93 (16.64%) Data Warehouse
5 90 (16.10%) SQL Server
6 72 (12.88%) Apache Cassandra
7 59 (10.55%) MySQL
8 57 (10.20%) SQL Server Integration Services
9 56 (10.02%) PostgreSQL
10 55 (9.84%) QlikView
11 54 (9.66%) Apache Hive
12 46 (8.23%) HBase
13 41 (7.33%) Data Mining
13 41 (7.33%) SQL Server Analysis Services
14 37 (6.62%) SQL Server Reporting Services
15 33 (5.90%) Relational Database
16 27 (4.83%) Amazon Redshift
17 17 (3.04%) DB2
17 17 (3.04%) RDBMS
17 17 (3.04%) Redis
Development Applications
1 51 (9.12%) Git (software)
2 32 (5.72%) Jenkins
3 29 (5.19%) JIRA
4 25 (4.47%) Talend Open Studio
5 14 (2.50%) Maven
6 12 (2.15%) Subversion
6 12 (2.15%) TeamCity
7 8 (1.43%) JUnit
7 8 (1.43%) Mockito
8 7 (1.25%) Gradle
8 7 (1.25%) jMock
8 7 (1.25%) Octopus Deploy
8 7 (1.25%) Rhino Mocks
8 7 (1.25%) SpecFlow
9 6 (1.07%) Cucumber
10 5 (0.89%) Vagrant
11 4 (0.72%) Mercurial
11 4 (0.72%) Selenium
12 3 (0.54%) Sonatype Nexus
13 2 (0.36%) MSBuild
General
1 164 (29.34%) Finance
2 75 (13.42%) Banking
3 67 (11.99%) Marketing
4 56 (10.02%) Retail
5 46 (8.23%) Law
6 26 (4.65%) Advertising
7 18 (3.22%) Legal
8 17 (3.04%) Telecoms
9 14 (2.50%) Retail Banking
10 12 (2.15%) Games
11 8 (1.43%) Manufacturing
12 7 (1.25%) Electronics
12 7 (1.25%) Front Office
12 7 (1.25%) Spanish Language
13 6 (1.07%) German Language
13 6 (1.07%) Mandarin Language
14 5 (0.89%) International Banking
15 4 (0.72%) Publishing
16 2 (0.36%) Pharmaceutical
17 1 (0.18%) Military
Job Titles
1 225 (40.25%) Developer
2 98 (17.53%) Java Developer
3 64 (11.45%) Senior Developer
4 54 (9.66%) Big Data Developer
5 44 (7.87%) Data Engineer
6 42 (7.51%) Software Engineer
7 41 (7.33%) Architect
8 36 (6.44%) Analyst
9 33 (5.90%) Consultant
9 33 (5.90%) Data Scientist
10 32 (5.72%) Hadoop Developer
11 30 (5.37%) Big Data Engineer
11 30 (5.37%) Business Intelligence Developer
11 30 (5.37%) Java Engineer
12 29 (5.19%) Python Developer
13 28 (5.01%) Data Architect
13 28 (5.01%) Senior Java Developer
13 28 (5.01%) SSIS Developer
14 25 (4.47%) Project Manager
14 25 (4.47%) SSAS Developer
Libraries, Frameworks & Software Standards
1 62 (11.09%) .NET
2 50 (8.94%) Spring
2 50 (8.94%) Web Services
3 46 (8.23%) HTML
4 35 (6.26%) AngularJS
5 33 (5.90%) CSS
6 32 (5.72%) RabbitMQ
7 30 (5.37%) Kafka
7 30 (5.37%) Lucene
8 25 (4.47%) Hibernate
8 25 (4.47%) React
9 22 (3.94%) J2EE
10 21 (3.76%) Django
11 20 (3.58%) Dropwizard
11 20 (3.58%) XML
12 19 (3.40%) HTML5
13 18 (3.22%) jQuery
13 18 (3.22%) Natural Language Processing
13 18 (3.22%) RESTful
14 17 (3.04%) REST
Miscellaneous
1 96 (17.17%) Analytical Skills
2 85 (15.21%) Computer Science
3 82 (14.67%) Visualisation
4 62 (11.09%) Fintech
5 45 (8.05%) Algorithms
6 39 (6.98%) Mathematics
7 31 (5.55%) Statistics
8 18 (3.22%) Mobile App
9 17 (3.04%) Data Integration
10 16 (2.86%) User Experience
11 15 (2.68%) Economics
12 14 (2.50%) Data Structures
13 13 (2.33%) Mobile Banking
14 12 (2.15%) Artificial Intelligence
14 12 (2.15%) Enterprise Software
15 11 (1.97%) Blockchain
15 11 (1.97%) Derivative
15 11 (1.97%) Management Information System
16 10 (1.79%) Clustering
16 10 (1.79%) Wiki
Operating Systems
1 70 (12.52%) Linux
2 39 (6.98%) Unix
3 11 (1.97%) Ubuntu
4 10 (1.79%) Windows
5 7 (1.25%) Apple iOS
6 4 (0.72%) Android
7 3 (0.54%) CentOS
7 3 (0.54%) Red Hat Enterprise Linux
8 2 (0.36%) Debian
8 2 (0.36%) Windows Server
9 1 (0.18%) Solaris
Processes & Methodologies
1 249 (44.54%) Agile Software Development
2 160 (28.62%) Business Intelligence
3 155 (27.73%) Analytics
4 127 (22.72%) TDD
5 110 (19.68%) ETL
6 101 (18.07%) Scrum
7 99 (17.71%) Machine Learning
8 80 (14.31%) Software Engineering
9 72 (12.88%) Continuous Integration
10 65 (11.63%) Open Source
11 62 (11.09%) E-Commerce
12 61 (10.91%) Data Analytics
13 55 (9.84%) SDLC
14 54 (9.66%) Multithreading
15 53 (9.48%) OO
16 47 (8.41%) Data Visualisation
17 44 (7.87%) Project Management
18 41 (7.33%) BDD
19 37 (6.62%) DevOps
20 36 (6.44%) Functional Programming
Programming Languages
1 256 (45.80%) Java
2 174 (31.13%) SQL
3 167 (29.87%) Python
4 99 (17.71%) JavaScript
5 74 (13.24%) Scala
6 69 (12.34%) R
7 68 (12.16%) C#
8 40 (7.16%) Ruby
9 34 (6.08%) PHP
10 26 (4.65%) C++
11 24 (4.29%) Perl
12 23 (4.11%) Go
13 20 (3.58%) Erlang
14 17 (3.04%) Clojure
14 17 (3.04%) T-SQL
15 16 (2.86%) Bash Shell
16 13 (2.33%) Haskell
17 11 (1.97%) VBA
18 10 (1.79%) MATLAB
19 9 (1.61%) Shell Script
Qualifications
1 117 (20.93%) Degree
2 40 (7.16%) PhD
3 4 (0.72%) ISEB
3 4 (0.72%) PRINCE2 Certification
4 2 (0.36%) Security Cleared
5 1 (0.18%) HND
5 1 (0.18%) Microsoft Certification
5 1 (0.18%) Microsoft Certified Master
5 1 (0.18%) SC Cleared
Quality Assurance & Compliance
1 24 (4.29%) QA
2 9 (1.61%) Data Quality
System Software
1 30 (5.37%) HDFS
2 29 (5.19%) Docker
3 6 (1.07%) Apache Flume
3 6 (1.07%) VMware Infrastructure
4 3 (0.54%) vSphere
4 3 (0.54%) Xen
4 3 (0.54%) XenServer
5 1 (0.18%) Apache ZooKeeper
Systems Management
1 42 (7.51%) Puppet
2 29 (5.19%) Opscode Chef
3 27 (4.83%) Ansible
4 16 (2.86%) logstash
5 15 (2.68%) Mesos
5 15 (2.68%) Salt
6 12 (2.15%) Kibana
7 7 (1.25%) Oozie
8 6 (1.07%) Graphite
9 5 (0.89%) Ambari
9 5 (0.89%) Hadoop YARN
9 5 (0.89%) Packer
10 4 (0.72%) Ganglia
11 3 (0.54%) Cobbler
11 3 (0.54%) SELinux
11 3 (0.54%) Terraform
11 3 (0.54%) Tivoli
12 1 (0.18%) CA Single Sign-On
12 1 (0.18%) Kubernetes
12 1 (0.18%) RSA Archer
Vendors
1 89 (15.92%) Oracle
2 69 (12.34%) Microsoft
3 51 (9.12%) Tableau
4 29 (5.19%) Hortonworks
4 29 (5.19%) SAP
5 28 (5.01%) Google
6 25 (4.47%) Talend
7 23 (4.11%) Cloudera
8 20 (3.58%) Sybase
9 16 (2.86%) Facebook
9 16 (2.86%) VMware
10 15 (2.68%) IBM
10 15 (2.68%) Informatica
10 15 (2.68%) Netezza
10 15 (2.68%) WorldPay
11 14 (2.50%) Teradata
12 13 (2.33%) Alteryx
13 9 (1.61%) Adobe
13 9 (1.61%) Cognos
14 8 (1.43%) Greenplum
City, London
First Point
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: 20 hours ago
City, London
First Point
Salary: £35000.00 - £55000.00 per annum + Benefits
Posted: 22 hours ago
City, London
First Point
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: 20 hours ago
City, London
Careerwise UK Limited
Salary: £100000 - £120000 per annum + bonus, benefits, negotiable
Posted: 17 hours ago
City, London
IntaPeople
Salary: £30000 - £40000 per annum
Posted: Yesterday
City, London
Salt
Salary: £75000 per annum + benefits
Posted: 21 hours ago
City, London
Twenty Recruitment Group
Salary: From £65,000 to £80,000 per annum + Benefite & Bonus
Posted: Yesterday
City, London
Oliver Bernard
Salary: £50000 - £60000 per annum + benefits
Posted: 2 days ago
City, London
Oscar
Salary: £75000 - £90000 per annum + Car, 20% Bonus, Bupa, Life
Posted: Yesterday
City, London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 3 days ago
City, London
onezeero.
Salary: Competitive Salary + Benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 2 days ago
City, London
Talent International
Salary: £35000 - £70000 per annum + excellent benefits package
Posted: Yesterday
City, London
Client Server
Salary: £45k to £55k + bonus + benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: Attractive benefits, 30 days holiday and extensive career progression
Posted: 2 days ago
City, London
Harrington Starr
Salary: £80000 - £110000 per annum + Bonus
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £40k - £80k plus benefits
Posted: 2 days ago
City, London
Experis Ltd
Salary: £40000.00 - £65000.00 per annum + Benefits
Posted: 4 days ago
City, London
Lloyds Banking Group
Salary: £42,000 - £61,000 per annum + Benefits
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £45000 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £60k - £110k plus excellent benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £50k - £60k plus performance bonus
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £60,000 plus benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 2 days ago
City, London
Venturi
Salary: £40000.00 - £46000 per annum + 10% bonus and benefits
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: Attractive benefits, 30 days holiday and extensive career progression
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £40,000- £60,000+attractive benefits, 30 days holiday, career progress
Posted: 3 days ago