The table below looks at the statistics for Big Data skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Big Data
Rank 69 71 113
Rank change year-on-year
+2 +42
Permanent jobs citing Big Data 1595 1775 1216
As % of all permanent IT jobs located in London 4.17% 4.07% 2.65%
As % of the Database & Business Intelligence category 14.03% 13.68% 8.60%
Number of salaries quoted 1322 1428 1023
Median salary £70,000 £65,000 £61,500
Median salary % change year-on-year
+7.69% +5.69%
90% offered a salary of more than £47,500 £45,000 £40,000
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
England

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 London region.

Database & Business Intelligence Category
London
Permanent IT job ads with a match in the
Database & Business Intelligence category
11372 12976 14133
As % of all permanent IT jobs located in London 29.70% 29.75% 30.82%
Number of salaries quoted 9908 10989 12270
Median salary £60,000 £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 £85,000 £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 London

The demand trend of job ads across the 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 London

Big Data
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data across the London region.

Big Data Salary Trend in London

Big Data
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Big Data across the London region over the 3 months to 26 September 2016.

Big Data Salary Histogram in London

Big Data
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the London region over the 3 months to 26 September 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +13 279 £65,000 -7.14% 52
Westminster - 14 £82,500 -
Croydon - 6 - -
Docklands, London +14 4 £70,000 +21.73%
Hammersmith +2 4 £55,000 +4.76%
Kingston Upon Thames -5 2 £61,250 +36.11% 3
Canary Wharf -5 2 £63,750 -15.00%
Twickenham - 1 £57,500 -
Clapham - 1 £50,000 -
Southwark - 1 £40,500 -
Wimbledon - 1 £35,000 -
Big Data
England

Big Data
Top 30 Related IT Skills in London

For the 6 months to 26 September 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 London region with a requirement for Big Data.

1 1387 (43.30%) Java
2 1289 (40.24%) Agile Software Development
3 1235 (38.56%) Hadoop
4 1234 (38.53%) Analytics
5 996 (31.10%) Python
6 909 (28.38%) SQL
7 789 (24.63%) Finance
8 739 (23.07%) NoSQL
9 736 (22.98%) Apache Spark
10 675 (21.07%) Scala
11 666 (20.79%) Business Intelligence
12 587 (18.33%) Degree
13 573 (17.89%) Data Analytics
14 566 (17.67%) TDD
15 542 (16.92%) Machine Learning
16 480 (14.99%) Amazon AWS
17 477 (14.89%) Analytical Skills
18 465 (14.52%) Computer Science
19 463 (14.46%) JavaScript
20 436 (13.61%) Software Engineering
21 429 (13.39%) Data Warehouse
22 426 (13.30%) Scrum
23 412 (12.86%) ETL
24 407 (12.71%) MongoDB
25 373 (11.65%) Apache Hive
26 372 (11.61%) Visualisation
27 351 (10.96%) Linux
28 341 (10.65%) Open Source
29 331 (10.33%) Continuous Integration
30 322 (10.05%) Apache Cassandra

Big Data
Top Related IT Skills in 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
1 736 (22.98%) Apache Spark
2 198 (6.18%) Apache Pig
3 190 (5.93%) Elasticsearch
4 164 (5.12%) SAS
5 153 (4.78%) Apache
6 117 (3.65%) Apache Solr
7 66 (2.06%) Tomcat
8 44 (1.37%) Jetty
9 42 (1.31%) JBoss
10 31 (0.97%) WebSphere
11 28 (0.87%) Mule
12 27 (0.84%) SharePoint
13 25 (0.78%) WebLogic
14 23 (0.72%) nginx
15 20 (0.62%) CMS
15 20 (0.62%) Confluence
15 20 (0.62%) OpenStack
16 14 (0.44%) WebSphere Application Server
17 12 (0.37%) Adobe Experience Manager
18 11 (0.34%) Mule ESB
Applications
1 106 (3.31%) MS Excel
2 80 (2.50%) SPSS
3 25 (0.78%) MS Office
4 17 (0.53%) MS PowerPoint
5 10 (0.31%) MS Project
5 10 (0.31%) MS Visio
6 8 (0.25%) Mathematica
7 5 (0.16%) GNU Octave
7 5 (0.16%) OmniGraffle
8 4 (0.12%) Gephi
8 4 (0.12%) Spreadsheet
8 4 (0.12%) Stata
9 3 (0.094%) Weka
10 2 (0.062%) CPLEX
11 1 (0.031%) EViews
Business Applications
1 14 (0.44%) SAP Oil and Gas
2 11 (0.34%) Bloomberg TOMS
3 6 (0.19%) BusinessWorks
3 6 (0.19%) Oracle CRM
4 4 (0.12%) SAP CO
4 4 (0.12%) SAP FI
4 4 (0.12%) SAP FI/CO
5 3 (0.094%) SAP HR
5 3 (0.094%) TIBCO BusinessEvents
6 2 (0.062%) Magento
7 1 (0.031%) Cognos TM1
7 1 (0.031%) Eloqua
7 1 (0.031%) Salesforce.com CRM
7 1 (0.031%) SAP ERP
7 1 (0.031%) Unica
7 1 (0.031%) WebTrends
Cloud Services
1 480 (14.99%) Amazon AWS
2 154 (4.81%) Microsoft Azure
3 97 (3.03%) Google Cloud Platform
4 94 (2.93%) Cloud Computing
5 90 (2.81%) Amazon EC2
6 87 (2.72%) SaaS
7 82 (2.56%) Amazon EMR
8 74 (2.31%) Amazon S3
9 72 (2.25%) GitHub
10 58 (1.81%) PaaS
11 35 (1.09%) IaaS
12 24 (0.75%) Amazon Kinesis
13 22 (0.69%) Amazon ELB
14 21 (0.66%) AWS Elastic Beanstalk
15 18 (0.56%) Google Analytics
15 18 (0.56%) IBM Cloud
15 18 (0.56%) Virtual Private Cloud
16 17 (0.53%) Route 53
17 12 (0.37%) Adobe Analytics
18 11 (0.34%) Heroku
Communications & Networking
1 102 (3.18%) Internet
2 52 (1.62%) HTTP
3 39 (1.22%) Firewall
4 18 (0.56%) Network Security
4 18 (0.56%) TCP/IP
5 15 (0.47%) HTTPS
6 11 (0.34%) NAS
6 11 (0.34%) SAN
7 9 (0.28%) Kerberos
7 9 (0.28%) LDAP
8 8 (0.25%) DNS
8 8 (0.25%) VPN
9 6 (0.19%) Intranet
9 6 (0.19%) SNMP
10 5 (0.16%) Intrusion Detection
11 3 (0.094%) LAN
11 3 (0.094%) Multicast
11 3 (0.094%) Skype
11 3 (0.094%) WAN
12 2 (0.062%) Unified Communications
Database & Business Intelligence
1 1235 (38.56%) Hadoop
2 739 (23.07%) NoSQL
3 429 (13.39%) Data Warehouse
4 407 (12.71%) MongoDB
5 373 (11.65%) Apache Hive
6 322 (10.05%) Apache Cassandra
7 321 (10.02%) SQL Server
8 245 (7.65%) Relational Database
9 234 (7.31%) Data Mining
10 222 (6.93%) HBase
11 183 (5.71%) MySQL
12 171 (5.34%) PostgreSQL
13 154 (4.81%) SQL Server Integration Services
14 140 (4.37%) RDBMS
15 126 (3.93%) QlikView
16 125 (3.90%) SQL Server Reporting Services
17 105 (3.28%) Neo4j
18 97 (3.03%) Amazon Redshift
19 84 (2.62%) BusinessObjects
20 82 (2.56%) SQL Server Analysis Services
Development Applications
1 185 (5.78%) Git (software)
2 172 (5.37%) Jenkins
3 99 (3.09%) JIRA
4 79 (2.47%) Maven
5 51 (1.59%) Selenium
6 46 (1.44%) Cucumber
7 39 (1.22%) JUnit
8 38 (1.19%) Subversion
8 38 (1.19%) Talend Open Studio
9 35 (1.09%) Gradle
10 31 (0.97%) Mockito
11 25 (0.78%) Vagrant
12 21 (0.66%) Atlassian Bamboo
12 21 (0.66%) Hudson
13 18 (0.56%) Sonatype Nexus
13 18 (0.56%) Yeoman
14 17 (0.53%) WebDriver
15 16 (0.50%) Visual Studio
16 15 (0.47%) IntelliJ
17 14 (0.44%) JMeter
General
1 789 (24.63%) Finance
2 314 (9.80%) Marketing
3 310 (9.68%) Banking
4 205 (6.40%) Retail
5 200 (6.24%) Games
6 137 (4.28%) Advertising
7 108 (3.37%) Telecoms
8 101 (3.15%) Investment Banking
9 81 (2.53%) Front Office
10 72 (2.25%) Law
11 64 (2.00%) Legal
11 64 (2.00%) Publishing
12 52 (1.62%) Manufacturing
13 45 (1.40%) Financial Institution
14 44 (1.37%) Back Office
15 15 (0.47%) Electronics
16 14 (0.44%) Music Industry
17 11 (0.34%) Automotive
18 7 (0.22%) Pharmaceutical
19 4 (0.12%) Billing
Job Titles
1 1083 (33.81%) Developer
2 539 (16.83%) Java Developer
3 467 (14.58%) Architect
4 306 (9.55%) Data Architect
5 267 (8.34%) Senior Developer
6 266 (8.30%) Big Data Developer
7 244 (7.62%) Data Scientist
8 231 (7.21%) Consultant
9 216 (6.74%) Big Data Architect
10 181 (5.65%) Data Engineer
11 172 (5.37%) Analyst
12 169 (5.28%) Senior Java Developer
13 155 (4.84%) Scala Developer
14 150 (4.68%) Software Engineer
15 148 (4.62%) Big Data Engineer
16 135 (4.21%) Hadoop Developer
17 109 (3.40%) Data Consultant
18 97 (3.03%) JavaScript Developer
19 96 (3.00%) Java Engineer
19 96 (3.00%) Java Scala Developer
Libraries, Frameworks & Software Standards
1 279 (8.71%) HTML
2 272 (8.49%) Spring
3 250 (7.81%) Web Services
4 238 (7.43%) .NET
5 209 (6.53%) Kafka
6 207 (6.46%) AngularJS
7 199 (6.21%) REST
8 193 (6.03%) CSS
9 192 (5.99%) Node.js
10 144 (4.50%) XML
11 143 (4.46%) HTML5
12 138 (4.31%) JSON
13 132 (4.12%) Akka
14 106 (3.31%) React
15 100 (3.12%) Natural Language Processing
16 96 (3.00%) RESTful
17 83 (2.59%) jQuery
18 82 (2.56%) D3.js
18 82 (2.56%) Hibernate
19 73 (2.28%) Lucene
Miscellaneous
1 477 (14.89%) Analytical Skills
2 465 (14.52%) Computer Science
3 372 (11.61%) Visualisation
4 271 (8.46%) Algorithms
5 214 (6.68%) Mathematics
6 192 (5.99%) Statistics
7 123 (3.84%) Fintech
8 108 (3.37%) Data Structures
9 96 (3.00%) User Experience
10 88 (2.75%) Data Integration
11 84 (2.62%) Enterprise Software
12 83 (2.59%) Mobile App
13 79 (2.47%) Physics
14 74 (2.31%) Management Information System
15 71 (2.22%) Derivative
16 68 (2.12%) Artificial Intelligence
17 54 (1.69%) Data Centre
18 51 (1.59%) Social Media
19 50 (1.56%) Neural Network
20 42 (1.31%) Credit Risk
Operating Systems
1 351 (10.96%) Linux
2 137 (4.28%) Unix
3 106 (3.31%) Windows
4 42 (1.31%) Ubuntu
5 35 (1.09%) Solaris
6 23 (0.72%) Android
6 23 (0.72%) Mac OS X
7 21 (0.66%) Apple iOS
8 13 (0.41%) AIX
9 10 (0.31%) HPUX
10 8 (0.25%) Red Hat Enterprise Linux
11 6 (0.19%) Debian
11 6 (0.19%) Windows Server
12 3 (0.094%) CentOS
13 1 (0.031%) Mesosphere
13 1 (0.031%) SUSE
13 1 (0.031%) Windows 7
13 1 (0.031%) Windows 8
Processes & Methodologies
1 1289 (40.24%) Agile Software Development
2 1234 (38.53%) Analytics
3 666 (20.79%) Business Intelligence
4 573 (17.89%) Data Analytics
5 566 (17.67%) TDD
6 542 (16.92%) Machine Learning
7 436 (13.61%) Software Engineering
8 426 (13.30%) Scrum
9 412 (12.86%) ETL
10 341 (10.65%) Open Source
11 331 (10.33%) Continuous Integration
12 291 (9.09%) E-Commerce
13 283 (8.84%) DevOps
14 254 (7.93%) MapReduce
15 227 (7.09%) Data Visualisation
16 223 (6.96%) BDD
17 222 (6.93%) Big Data Analytics
18 213 (6.65%) OO
19 206 (6.43%) Project Management
20 200 (6.24%) Data Modelling
Programming Languages
1 1387 (43.30%) Java
2 996 (31.10%) Python
3 909 (28.38%) SQL
4 675 (21.07%) Scala
5 463 (14.46%) JavaScript
6 317 (9.90%) R
7 283 (8.84%) C#
8 188 (5.87%) Ruby
9 167 (5.21%) C++
10 143 (4.46%) PHP
11 106 (3.31%) Perl
12 97 (3.03%) Clojure
12 97 (3.03%) Groovy
13 95 (2.97%) T-SQL
14 92 (2.87%) MATLAB
15 79 (2.47%) Bash Shell
15 79 (2.47%) Go
16 65 (2.03%) C
17 49 (1.53%) Haskell
17 49 (1.53%) Shell Script
Qualifications
1 587 (18.33%) Degree
2 185 (5.78%) PhD
3 95 (2.97%) Security Cleared
4 43 (1.34%) SC Cleared
5 40 (1.25%) DV Cleared
6 26 (0.81%) CISSP
7 25 (0.78%) PMI Certification
8 24 (0.75%) Cisco Certification
8 24 (0.75%) PMP
9 23 (0.72%) SANS
10 21 (0.66%) (ISC)2 CCSP
10 21 (0.66%) CCSP
10 21 (0.66%) Microsoft Certification
11 15 (0.47%) PRINCE2 Certification
12 11 (0.34%) BC Cleared
13 6 (0.19%) Postgraduate
14 5 (0.16%) CITP
15 4 (0.12%) CISM
16 3 (0.094%) CCNA
16 3 (0.094%) MCSE
Quality Assurance & Compliance
1 111 (3.47%) QA
2 82 (2.56%) Data Quality
3 14 (0.44%) GCP
4 13 (0.41%) ISO/IEC 27001
5 9 (0.28%) COBIT
6 5 (0.16%) ISO 14001
6 5 (0.16%) ISO 9000
7 4 (0.12%) Basel III
7 4 (0.12%) Dodd-Frank
7 4 (0.12%) MiFID
7 4 (0.12%) PCI DSS
8 2 (0.062%) ISO/IEC 17799
8 2 (0.062%) ISO27002
8 2 (0.062%) SDET
8 2 (0.062%) SLA
9 1 (0.031%) Actionable Recommendations
9 1 (0.031%) Sarbanes-Oxley
9 1 (0.031%) Solvency II
System Software
1 183 (5.71%) Docker
2 156 (4.87%) HDFS
3 80 (2.50%) Apache Flume
4 39 (1.22%) Virtual Machines
5 23 (0.72%) VirtualBox
6 22 (0.69%) Apache ZooKeeper
7 10 (0.31%) KVM
8 9 (0.28%) Tivoli Workload Scheduler
8 9 (0.28%) VMware Infrastructure
9 7 (0.22%) Active Directory
10 5 (0.16%) iptables
11 4 (0.12%) Xen
12 3 (0.094%) PowerHA
13 2 (0.062%) GPFS
13 2 (0.062%) GridGain
13 2 (0.062%) Hyper-V
14 1 (0.031%) NFS
14 1 (0.031%) Samba
14 1 (0.031%) Veritas Cluster Server
14 1 (0.031%) VMware ESX
Systems Management
1 152 (4.75%) Puppet
2 136 (4.25%) Opscode Chef
3 133 (4.15%) Ansible
4 87 (2.72%) Kubernetes
5 51 (1.59%) Mesos
6 45 (1.40%) Hadoop YARN
7 39 (1.22%) Oozie
8 16 (0.50%) Ambari
8 16 (0.50%) Salt
9 14 (0.44%) Kibana
9 14 (0.44%) logstash
10 13 (0.41%) Nagios
10 13 (0.41%) Tivoli
10 13 (0.41%) yum
11 11 (0.34%) EnCase
12 10 (0.31%) OpenAM
13 6 (0.19%) Graphite
13 6 (0.19%) ZABBIX
14 5 (0.16%) ITRS Geneos
14 5 (0.16%) Zenoss
Vendors
1 270 (8.43%) Oracle
2 219 (6.84%) Tableau
3 182 (5.68%) Microsoft
4 159 (4.96%) Google
5 135 (4.21%) Cloudera
6 118 (3.68%) SAP
7 93 (2.90%) Hortonworks
8 87 (2.72%) IBM
8 87 (2.72%) Informatica
9 61 (1.90%) MuleSoft
10 50 (1.56%) MicroStrategy
11 45 (1.40%) Netezza
11 45 (1.40%) Splunk
12 41 (1.28%) Atlassian
13 40 (1.25%) Cognos
14 38 (1.19%) Talend
15 36 (1.12%) Teradata
16 29 (0.91%) Adobe
16 29 (0.91%) Alteryx
16 29 (0.91%) Salesforce.com
London
Harvey Nash plc
Salary: £90000 - £95000 per annum + Benefits Package
Posted: 16 hours ago
London
Harvey Nash plc
Salary: £70000 - £80000 per annum + Benefits Package
Posted: 13 hours ago
London
Oliver Bernard
Salary: £80000 - £90000 per annum + bonus and benefits
Posted: 9 hours ago
City, London
Twenty Recruitment Group
Salary: £65000.00 - £75000 per annum + Benefits + Discretionary Bonus
Posted: 11 hours ago
City, London
ReThink Recruitment
Salary: 20% bonus
Posted: 15 hours ago
London
McGregor Boyall
Salary: £75000 - £90000 per annum + Benefits
Posted: 9 hours ago
Central London / West End
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 15 hours ago
London
DCV Technologies
Salary: From £40,000 to £70,000 per annum Amazing Benefits packages
Posted: 9 hours ago
London
Experis Ltd
Salary: £70000 - £90000 per annum
Posted: 16 hours ago
City, London
Empiric.com
Salary: From £25,000 to £35,000 per annum + Benefits
Posted: 9 hours ago
West London
Hiring People
Salary: £45k - 75k per year
Posted: 14 hours ago
London
Harris Global
Salary: Up to £85,000 per annum
Posted: 11 hours ago
London
TEKsystems
Posted: 16 hours ago
North West London
Understanding Recruitment
Salary: £45000.00 - £60000.00 per annum + benefits
Posted: 21 hours ago
London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 9 hours ago
City, London
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: 20 hours ago
London
Parallel Consulting
Salary: £65000 - £85000 per annum + bonus, benefits, pension
Posted: 16 hours ago
London
Miller Maxwell Ltd
Salary: From £45,000 to £65,000 per annum Dependent on Experience
Posted: 9 hours ago
London
McGregor Boyall
Salary: £60000.00 - £85000 per annum
Posted: 3 days ago
London
Parallel Consulting
Posted: 9 hours ago
East London
Understanding Recruitment
Salary: £70000 - £90000 per annum + Bonus + Benefits
Posted: Yesterday
North West London
Understanding Recruitment
Salary: £60000 - £75000 per annum + Benefits
Posted: Yesterday
City, London
Venturi
Salary: £60000 - £100000 per annum + bonus and benefits
Posted: 9 hours ago
London
Parallel Consulting
Salary: £45000 - £55000 per annum + bonus, benefits, pension
Posted: 17 hours ago
West London
Deanslist Limited
Salary: From £45,000 to £55,000 per annum + Stock options + Benefits
Posted: 16 hours ago
London
Ability Resourcing
Salary: £60000 - £85000 per annum + Options (Early Stage)
Posted: Yesterday
London
ARC IT Recruitment Ltd
Salary: £Flexible depending on experience
Posted: 3 days ago
London
Hays Finance Technology
Salary: £60000.00 - £80000.00 per annum + Bonus
Posted: 4 days ago
London
Parallel Consulting
Salary: £50000 - £70000 per annum
Posted: 3 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £45000 - £65000 Per Annum + Benefits
Posted: 7 hours ago