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

3 months to
5 May 2016
Same period 2015 Same period 2014
Big Data
Rank 84 94 122
Rank change year-on-year
+10 +28
Permanent jobs citing Big Data 237 291 288
As % of all permanent IT jobs located in the City of London 3.42% 2.79% 2.30%
As % of the Database & Business Intelligence category 12.35% 9.48% 7.62%
Number of salaries quoted 203 253 236
Median salary £62,500 £62,500 £65,000
Median salary % change year-on-year
- -3.84%
90% offered a salary of more than £45,000 £45,000 £45,000
10% offered a salary of more than £98,000 £95,000 £88,750
UK excluding London median salary £50,000 £50,000 £50,000
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
1919 3069 3778
As % of all permanent IT jobs located in the City of London 27.67% 29.40% 30.11%
Number of salaries quoted 1722 2674 3285
Median salary £55,000 £55,000 £52,500
Median salary % change year-on-year
- +4.76%
90% offered a salary of more than £40,000 £39,000 £36,000
10% offered a salary of more than £75,000 £75,000 £75,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 5 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 5 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.

1 306 (52.22%) Hadoop
2 265 (45.22%) Java
3 250 (42.66%) Agile Software Development
4 189 (32.25%) SQL
5 183 (31.23%) Python
6 174 (29.69%) Business Intelligence
7 168 (28.67%) Finance
8 160 (27.30%) Analytics
9 150 (25.60%) Apache Spark
10 147 (25.09%) NoSQL
11 124 (21.16%) ETL
12 113 (19.28%) TDD
13 108 (18.43%) JavaScript
14 103 (17.58%) Analytical Skills
15 100 (17.06%) Degree
16 99 (16.89%) Data Warehouse
17 98 (16.72%) SQL Server
18 97 (16.55%) Oracle
19 95 (16.21%) Scrum
20 93 (15.87%) Machine Learning
21 92 (15.70%) MongoDB
22 82 (13.99%) Linux
23 81 (13.82%) Scala
24 80 (13.65%) Apache Cassandra
24 80 (13.65%) Computer Science
25 78 (13.31%) Software Engineering
26 77 (13.14%) Visualisation
27 74 (12.63%) Amazon AWS
28 73 (12.46%) C#
28 73 (12.46%) Microsoft

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
1 150 (25.60%) Apache Spark
2 51 (8.70%) Elasticsearch
3 44 (7.51%) Apache
4 36 (6.14%) Node.js
5 31 (5.29%) SAS
6 29 (4.95%) Apache Solr
7 20 (3.41%) WebLogic
8 18 (3.07%) Apache Pig
9 17 (2.90%) OpenStack
10 16 (2.73%) JBoss
10 16 (2.73%) WebSphere
11 14 (2.39%) Jetty
12 13 (2.22%) Confluence
13 12 (2.05%) Tomcat
13 12 (2.05%) WebSphere Application Server
14 5 (0.85%) Oracle Coherence
15 4 (0.68%) SharePoint
16 3 (0.51%) CloudStack
17 1 (0.17%) MQSeries
17 1 (0.17%) nginx
Applications
1 37 (6.31%) MS Excel
2 10 (1.71%) MS Visio
3 5 (0.85%) MS Project
3 5 (0.85%) SPSS
4 4 (0.68%) MS PowerPoint
5 3 (0.51%) Adobe Illustrator
5 3 (0.51%) MS Office
5 3 (0.51%) Photoshop
6 2 (0.34%) EViews
6 2 (0.34%) Gephi
6 2 (0.34%) Spreadsheet
7 1 (0.17%) Mathematica
7 1 (0.17%) S-PLUS
7 1 (0.17%) Stata
7 1 (0.17%) Weka
Business Applications
1 8 (1.37%) SAP Oil and Gas
2 4 (0.68%) Dynamics CRM
2 4 (0.68%) FastStats
3 3 (0.51%) Adobe Campaign
3 3 (0.51%) Eloqua
3 3 (0.51%) SAP FI
3 3 (0.51%) Unica
4 2 (0.34%) SAP CO
4 2 (0.34%) SAP FI/CO
5 1 (0.17%) HFM
5 1 (0.17%) Hyperion Planning
5 1 (0.17%) Oracle EBS
Cloud Services
1 74 (12.63%) Amazon AWS
2 30 (5.12%) Microsoft Azure
3 12 (2.05%) Cloud Computing
4 10 (1.71%) Amazon EMR
4 10 (1.71%) GitHub
5 9 (1.54%) Google Analytics
5 9 (1.54%) Google Cloud Platform
5 9 (1.54%) SaaS
6 8 (1.37%) Amazon Kinesis
7 5 (0.85%) IaaS
8 2 (0.34%) AdWords
8 2 (0.34%) AWS CloudFormation
8 2 (0.34%) PaaS
9 1 (0.17%) Amazon ELB
9 1 (0.17%) Amazon S3
9 1 (0.17%) Google App Engine
9 1 (0.17%) Heroku
9 1 (0.17%) OpenShift
Communications & Networking
1 18 (3.07%) Internet
2 6 (1.02%) Firewall
3 5 (0.85%) TCP/IP
4 4 (0.68%) SSH
5 3 (0.51%) HTTP
5 3 (0.51%) Kerberos
5 3 (0.51%) LDAP
5 3 (0.51%) Network Security
5 3 (0.51%) SSL
6 2 (0.34%) SAN
7 1 (0.17%) NAS
7 1 (0.17%) Reverse Proxy
7 1 (0.17%) Wireshark
Database & Business Intelligence
1 306 (52.22%) Hadoop
2 147 (25.09%) NoSQL
3 99 (16.89%) Data Warehouse
4 98 (16.72%) SQL Server
5 92 (15.70%) MongoDB
6 80 (13.65%) Apache Cassandra
7 65 (11.09%) Apache Hive
7 65 (11.09%) MySQL
8 59 (10.07%) PostgreSQL
9 57 (9.73%) SQL Server Integration Services
10 55 (9.39%) QlikView
11 51 (8.70%) HBase
12 46 (7.85%) SQL Server Analysis Services
13 42 (7.17%) SQL Server Reporting Services
14 41 (7.00%) Data Mining
15 30 (5.12%) Relational Database
16 29 (4.95%) Amazon Redshift
17 19 (3.24%) DB2
18 18 (3.07%) Redis
19 17 (2.90%) Sqoop
Development Applications
1 58 (9.90%) Git (software)
2 34 (5.80%) Jenkins
3 28 (4.78%) JIRA
4 26 (4.44%) Talend Open Studio
5 17 (2.90%) Maven
6 15 (2.56%) Subversion
6 15 (2.56%) TeamCity
7 12 (2.05%) JUnit
8 11 (1.88%) Mockito
9 10 (1.71%) jMock
10 9 (1.54%) Octopus Deploy
10 9 (1.54%) SpecFlow
11 8 (1.37%) Gradle
12 7 (1.19%) Cucumber
13 5 (0.85%) Rhino Mocks
13 5 (0.85%) Vagrant
14 4 (0.68%) Mercurial
14 4 (0.68%) MSBuild
14 4 (0.68%) Selenium
14 4 (0.68%) Sonatype Nexus
General
1 168 (28.67%) Finance
2 68 (11.60%) Banking
3 64 (10.92%) Marketing
4 57 (9.73%) Retail
5 43 (7.34%) Law
6 21 (3.58%) Advertising
7 18 (3.07%) Legal
8 16 (2.73%) Telecoms
9 14 (2.39%) Games
10 13 (2.22%) Retail Banking
11 8 (1.37%) Manufacturing
12 7 (1.19%) Electronics
12 7 (1.19%) Front Office
12 7 (1.19%) Spanish Language
13 6 (1.02%) German Language
13 6 (1.02%) Mandarin Language
14 5 (0.85%) International Banking
15 4 (0.68%) Publishing
16 2 (0.34%) Pharmaceutical
17 1 (0.17%) Back Office
Job Titles
1 235 (40.10%) Developer
2 96 (16.38%) Java Developer
3 69 (11.77%) Senior Developer
4 60 (10.24%) Big Data Developer
5 49 (8.36%) Architect
6 48 (8.19%) Data Engineer
7 37 (6.31%) Data Architect
7 37 (6.31%) Software Engineer
8 36 (6.14%) Analyst
9 34 (5.80%) Consultant
9 34 (5.80%) Python Developer
10 33 (5.63%) Business Intelligence Developer
10 33 (5.63%) Java Engineer
11 32 (5.46%) Data Scientist
11 32 (5.46%) Hadoop Developer
12 31 (5.29%) Senior Java Developer
13 30 (5.12%) Big Data Architect
13 30 (5.12%) Big Data Engineer
13 30 (5.12%) SSIS Developer
14 27 (4.61%) SSAS Developer
Libraries, Frameworks & Software Standards
1 64 (10.92%) .NET
2 52 (8.87%) HTML
3 51 (8.70%) Web Services
4 48 (8.19%) Spring
5 33 (5.63%) CSS
6 31 (5.29%) Kafka
7 29 (4.95%) RabbitMQ
8 28 (4.78%) Lucene
9 25 (4.27%) J2EE
10 23 (3.92%) React
11 22 (3.75%) Django
11 22 (3.75%) XML
12 21 (3.58%) AngularJS
12 21 (3.58%) Hibernate
12 21 (3.58%) HTML5
13 19 (3.24%) jQuery
14 18 (3.07%) REST
15 17 (2.90%) RESTful
16 16 (2.73%) MDX
17 15 (2.56%) Natural Language Processing
Miscellaneous
1 103 (17.58%) Analytical Skills
2 80 (13.65%) Computer Science
3 77 (13.14%) Visualisation
4 60 (10.24%) Fintech
5 43 (7.34%) Algorithms
6 38 (6.48%) Mathematics
7 31 (5.29%) Statistics
8 22 (3.75%) Data Integration
9 19 (3.24%) Mobile App
9 19 (3.24%) User Experience
10 14 (2.39%) Enterprise Software
11 13 (2.22%) Mobile Banking
12 12 (2.05%) Economics
12 12 (2.05%) Management Information System
12 12 (2.05%) Wiki
13 11 (1.88%) Data Structures
14 9 (1.54%) Artificial Intelligence
14 9 (1.54%) Neural Network
15 8 (1.37%) Social Media
16 7 (1.19%) Social Network
Operating Systems
1 82 (13.99%) Linux
2 42 (7.17%) Unix
3 12 (2.05%) Apple iOS
3 12 (2.05%) Ubuntu
4 11 (1.88%) Windows
5 9 (1.54%) Android
6 3 (0.51%) CentOS
6 3 (0.51%) Red Hat Enterprise Linux
7 2 (0.34%) Debian
7 2 (0.34%) Windows Server
8 1 (0.17%) Solaris
8 1 (0.17%) Windows Phone
Processes & Methodologies
1 250 (42.66%) Agile Software Development
2 174 (29.69%) Business Intelligence
3 160 (27.30%) Analytics
4 124 (21.16%) ETL
5 113 (19.28%) TDD
6 95 (16.21%) Scrum
7 93 (15.87%) Machine Learning
8 78 (13.31%) Software Engineering
9 63 (10.75%) Continuous Integration
9 63 (10.75%) E-Commerce
10 61 (10.41%) Open Source
11 57 (9.73%) Data Analytics
12 56 (9.56%) OO
13 52 (8.87%) Multithreading
14 45 (7.68%) Project Management
15 44 (7.51%) Data Visualisation
16 42 (7.17%) SDLC
17 39 (6.66%) DevOps
18 36 (6.14%) MapReduce
19 35 (5.97%) BDD
Programming Languages
1 265 (45.22%) Java
2 189 (32.25%) SQL
3 183 (31.23%) Python
4 108 (18.43%) JavaScript
5 81 (13.82%) Scala
6 73 (12.46%) C#
7 71 (12.12%) R
8 43 (7.34%) Ruby
9 36 (6.14%) PHP
10 32 (5.46%) C++
11 26 (4.44%) Perl
12 20 (3.41%) Erlang
13 18 (3.07%) T-SQL
14 17 (2.90%) Bash Shell
14 17 (2.90%) Go
15 12 (2.05%) MATLAB
16 11 (1.88%) VBA
17 10 (1.71%) Clojure
18 9 (1.54%) C
18 9 (1.54%) Haskell
Qualifications
1 100 (17.06%) Degree
2 38 (6.48%) PhD
3 4 (0.68%) ISEB
3 4 (0.68%) PRINCE2 Certification
4 3 (0.51%) Microsoft Certification
4 3 (0.51%) Security Cleared
5 2 (0.34%) CCNA
5 2 (0.34%) Cisco Certification
5 2 (0.34%) CISSP
5 2 (0.34%) GIAC
5 2 (0.34%) Linux+ Certification
5 2 (0.34%) MCSE
5 2 (0.34%) SANS
5 2 (0.34%) SSCP
6 1 (0.17%) DV Cleared
6 1 (0.17%) HND
6 1 (0.17%) Microsoft Certified Master
6 1 (0.17%) SC Cleared
Quality Assurance & Compliance
1 25 (4.27%) QA
2 12 (2.05%) Data Quality
3 1 (0.17%) SLA
System Software
1 28 (4.78%) HDFS
2 23 (3.92%) Docker
3 6 (1.02%) VMware Infrastructure
4 5 (0.85%) Apache Flume
5 3 (0.51%) vSphere
5 3 (0.51%) Xen
5 3 (0.51%) XenServer
6 2 (0.34%) Apache ZooKeeper
Systems Management
1 42 (7.17%) Puppet
2 30 (5.12%) Opscode Chef
3 27 (4.61%) Ansible
4 16 (2.73%) logstash
5 15 (2.56%) Salt
6 13 (2.22%) Mesos
7 12 (2.05%) Kibana
8 7 (1.19%) Oozie
9 6 (1.02%) Graphite
10 5 (0.85%) Ambari
10 5 (0.85%) Hadoop YARN
10 5 (0.85%) Packer
11 4 (0.68%) Ganglia
12 3 (0.51%) Cobbler
12 3 (0.51%) SELinux
12 3 (0.51%) Terraform
12 3 (0.51%) Tivoli
13 1 (0.17%) CA Single Sign-On
13 1 (0.17%) EMC NetWorker
13 1 (0.17%) RSA Archer
Vendors
1 97 (16.55%) Oracle
2 73 (12.46%) Microsoft
3 51 (8.70%) Tableau
4 33 (5.63%) Hortonworks
5 32 (5.46%) Google
6 29 (4.95%) SAP
7 28 (4.78%) Cloudera
8 26 (4.44%) Talend
9 25 (4.27%) Sybase
10 22 (3.75%) Facebook
11 19 (3.24%) Netezza
12 17 (2.90%) Teradata
12 17 (2.90%) VMware
12 17 (2.90%) WorldPay
13 15 (2.56%) IBM
13 15 (2.56%) Informatica
14 12 (2.05%) hybris
15 11 (1.88%) Bloomberg
15 11 (1.88%) Cognos
16 10 (1.71%) Adobe
City, London
The People Network
Salary: £50000 - £70000 per annum
Posted: 1 hour ago
City, London
Salt
Salary: £400 - £500 per day
Posted: 5 hours ago
City, London
Vantage Recruitment Solutions Limited
Posted: 15 hours ago
City, London
ANSON MCCADE
Salary: 50,000 - 60,000 € + bonus (10-20%) + pension + healthcare
Posted: 20 hours ago
City, London
ISL
Salary: £55000 - £65000 per annum + benefits package
Posted: 20 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £65,000 (dependant on location and grade)
Posted: 21 hours ago
City, London
Bridge Noble
Salary: £90000 - £110000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Experis Ltd
Salary: £50000.00 - £65000.00 per annum + Benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: Yesterday
City, London
Oscar
Salary: £75000 - £90000 per annum + Car, 20% Bonus, Bupa, Life
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £35 000 - £60 000 (+ top tier package and benefits!!!)
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £70 500 to £95 000 basic (+ superb package!!!)
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £39 000 to £52 000 basic (+ competitive bonus structure!!!)
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: Yesterday
City, London
onezeero.
Salary: Competitive Salary + Benefits
Posted: Yesterday
City, London
Informatiq Consulting
Salary: £40000 - £50000 per annum + bonus + bens
Posted: Yesterday
City, London
Third Republic Ltd
Salary: Up to £75,000 per annum
Posted: Yesterday
City, London
Informatiq Consulting
Salary: £35000 - £45000 per annum + Full Bens
Posted: Yesterday
City, London
Informatiq Consulting
Salary: £45000 - £59000 per annum + Bens
Posted: Yesterday
City, London
Informatiq Consulting
Salary: £35000 - £50000 per annum + Bens
Posted: Yesterday
City, London
Cognizant
Posted: 2 days ago
City, London
Client Server
Salary: £60k to £70k + bonus + benefits
Posted: 2 days ago
City, London
Client Server
Salary: £45k to £55k + bonus + benefits
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £65000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £70000 per annum, Benefits Benefits
Posted: 2 days ago
City of London
Annapurna HR
Salary: £75000 - £90000 per annum
Posted: 2 days ago
City, London
First Point
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £55k - £75k plus outstanding package
Posted: 5 days ago
City, London
First Point
Salary: £50000 - £60000 per annum
Posted: 5 days ago
City, London
onezeero.
Salary: £80000 - £120000 per annum + Bonus & Bens
Posted: 6 days ago
City Of London
HFG
Salary: £25000 - £35000 per annum
Posted: 6 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £90000.00 - £115000.00 per annum + bonus, OTE and benefits
Posted: 6 days ago
City, London
MI5
Salary: From £43,574 up to £49,741
Posted: 8 days ago
City of London
Talent Point
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: 9 days ago
City of London
Talent Point
Salary: £50000.00 - £65000.00 per annum + extensive bens
Posted: 13 days ago
City, London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum
Posted: 13 days ago
City of London
Venturi
Salary: £40000.00 - £50000.00 per annum + 10% bonus and benefits
Posted: 23 days ago
City, London
Cognizant
Posted: 26 days ago