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

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Big Data
Rank 69 72 117
Rank change year-on-year
+3 +45
Permanent jobs citing Big Data 1605 1712 1233
As % of all permanent IT jobs located in London 4.08% 3.86% 2.63%
As % of the Database & Business Intelligence category 13.86% 12.90% 8.40%
Number of salaries quoted 1341 1353 1045
Median salary £70,000 £65,000 £65,000
Median salary % change year-on-year
+7.69% -
90% offered a salary of more than £50,000 £45,000 £42,500
10% offered a salary of more than £105,000 £95,000 £90,000
UK excluding London median salary £55,000 £50,000 £48,500
% change year-on-year
+10.00% +3.09%
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
11580 13270 14685
As % of all permanent IT jobs located in London 29.45% 29.90% 31.32%
Number of salaries quoted 10081 11198 12751
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 £39,000 £36,500
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 24 August 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 24 August 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 +6 288 £62,250 -7.77% 59
Westminster - 13 £82,500 -
Twickenham - 9 £60,000 -
Docklands, London +13 4 - -
Croydon - 4 - -
Canary Wharf -12 2 £63,750 -1.92%
Wimbledon - 2 £35,000 -
Ealing +19 1 £50,000 +6.38%
Kingston Upon Thames +1 1 £55,000 -11.29% 3
Southwark - 1 £40,500 -
Hammersmith - 1 £55,000 - 2
Big Data
England

Big Data
Top 30 Related IT Skills in London

For the 6 months to 24 August 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 1400 (43.18%) Java
2 1364 (42.07%) Hadoop
3 1288 (39.73%) Analytics
4 1253 (38.65%) Agile Software Development
5 1031 (31.80%) Python
6 948 (29.24%) SQL
7 807 (24.89%) Finance
8 766 (23.63%) Apache Spark
9 730 (22.52%) Business Intelligence
10 729 (22.49%) NoSQL
11 636 (19.62%) Scala
12 600 (18.51%) Data Analytics
13 583 (17.98%) TDD
14 568 (17.52%) Degree
15 545 (16.81%) Machine Learning
16 530 (16.35%) Analytical Skills
17 479 (14.77%) JavaScript
18 465 (14.34%) Amazon AWS
19 456 (14.07%) Data Warehouse
20 442 (13.63%) ETL
20 442 (13.63%) Computer Science
21 439 (13.54%) Apache Hive
22 428 (13.20%) Software Engineering
23 426 (13.14%) MongoDB
24 420 (12.95%) Scrum
25 404 (12.46%) Visualisation
26 392 (12.09%) Linux
27 368 (11.35%) Open Source
28 366 (11.29%) SQL Server
29 339 (10.46%) 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
1 766 (23.63%) Apache Spark
2 225 (6.94%) Apache Pig
3 200 (6.17%) SAS
4 198 (6.11%) Elasticsearch
5 141 (4.35%) Apache
6 126 (3.89%) Apache Solr
7 74 (2.28%) Tomcat
8 45 (1.39%) JBoss
9 43 (1.33%) Jetty
10 36 (1.11%) Mule
11 30 (0.93%) WebSphere
12 27 (0.83%) SharePoint
12 27 (0.83%) WebLogic
13 26 (0.80%) nginx
14 22 (0.68%) OpenStack
15 18 (0.56%) Confluence
16 16 (0.49%) CMS
17 15 (0.46%) Mule ESB
18 14 (0.43%) WebSphere Application Server
19 11 (0.34%) Adobe Experience Manager
Applications
1 105 (3.24%) MS Excel
2 78 (2.41%) SPSS
3 21 (0.65%) MS Office
4 17 (0.52%) MS PowerPoint
5 11 (0.34%) MS Project
5 11 (0.34%) MS Visio
6 6 (0.19%) GNU Octave
6 6 (0.19%) Mathematica
6 6 (0.19%) Spreadsheet
7 5 (0.15%) Gephi
7 5 (0.15%) Weka
8 4 (0.12%) OmniGraffle
9 2 (0.062%) CPLEX
9 2 (0.062%) EViews
9 2 (0.062%) Stata
10 1 (0.031%) Adobe Creative Suite
10 1 (0.031%) Adobe Premiere
10 1 (0.031%) Final Cut Pro
10 1 (0.031%) InVision
Business Applications
1 28 (0.86%) SAP Oil and Gas
2 10 (0.31%) Bloomberg TOMS
3 6 (0.19%) BusinessWorks
4 5 (0.15%) SAP CO
4 5 (0.15%) SAP FI
4 5 (0.15%) SAP FI/CO
5 3 (0.093%) Eloqua
5 3 (0.093%) Odoo
5 3 (0.093%) Oracle CRM
5 3 (0.093%) SAP HR
5 3 (0.093%) TIBCO BusinessEvents
6 2 (0.062%) Unica
7 1 (0.031%) Adobe Campaign
7 1 (0.031%) Cognos TM1
7 1 (0.031%) FastStats
7 1 (0.031%) WebTrends
Cloud Services
1 465 (14.34%) Amazon AWS
2 140 (4.32%) Microsoft Azure
3 86 (2.65%) Amazon EC2
4 82 (2.53%) Google Cloud Platform
5 77 (2.38%) Cloud Computing
6 71 (2.19%) Amazon EMR
7 67 (2.07%) Amazon S3
7 67 (2.07%) SaaS
8 64 (1.97%) GitHub
9 43 (1.33%) PaaS
10 31 (0.96%) IaaS
11 25 (0.77%) Amazon Kinesis
12 24 (0.74%) Google Analytics
13 20 (0.62%) Amazon ELB
14 19 (0.59%) IBM Cloud
15 18 (0.56%) AWS Elastic Beanstalk
16 14 (0.43%) Route 53
16 14 (0.43%) Virtual Private Cloud
17 10 (0.31%) Adobe Analytics
17 10 (0.31%) Azure Machine Learning
Communications & Networking
1 92 (2.84%) Internet
2 45 (1.39%) HTTP
3 44 (1.36%) Firewall
4 18 (0.56%) Network Security
4 18 (0.56%) TCP/IP
5 15 (0.46%) Kerberos
5 15 (0.46%) SAN
6 13 (0.40%) LDAP
7 12 (0.37%) NAS
7 12 (0.37%) VPN
8 9 (0.28%) HTTPS
9 8 (0.25%) DNS
10 5 (0.15%) Intrusion Detection
10 5 (0.15%) SNMP
11 3 (0.093%) BGP
11 3 (0.093%) Multicast
11 3 (0.093%) Skype
12 2 (0.062%) Intranet
12 2 (0.062%) LAN
12 2 (0.062%) WAN
Database & Business Intelligence
1 1364 (42.07%) Hadoop
2 729 (22.49%) NoSQL
3 456 (14.07%) Data Warehouse
4 439 (13.54%) Apache Hive
5 426 (13.14%) MongoDB
6 366 (11.29%) SQL Server
7 339 (10.46%) Apache Cassandra
8 253 (7.80%) Data Mining
9 241 (7.43%) Relational Database
10 219 (6.76%) HBase
11 192 (5.92%) MySQL
12 190 (5.86%) PostgreSQL
13 172 (5.31%) SQL Server Integration Services
14 134 (4.13%) SQL Server Reporting Services
15 133 (4.10%) QlikView
16 118 (3.64%) RDBMS
17 112 (3.45%) Neo4j
18 97 (2.99%) Amazon Redshift
19 96 (2.96%) BusinessObjects
20 93 (2.87%) Impala
Development Applications
1 196 (6.05%) Git (software)
2 192 (5.92%) Jenkins
3 94 (2.90%) Maven
4 90 (2.78%) JIRA
5 52 (1.60%) Selenium
6 51 (1.57%) JUnit
7 46 (1.42%) Gradle
8 42 (1.30%) Mockito
8 42 (1.30%) Talend Open Studio
9 39 (1.20%) Cucumber
10 34 (1.05%) Subversion
11 33 (1.02%) Vagrant
12 25 (0.77%) jMock
13 24 (0.74%) Atlassian Bamboo
14 23 (0.71%) Hudson
15 22 (0.68%) Yeoman
16 20 (0.62%) Sonatype Nexus
17 18 (0.56%) Visual Studio
18 16 (0.49%) FishEye
19 15 (0.46%) Spock
General
1 807 (24.89%) Finance
2 326 (10.06%) Marketing
3 320 (9.87%) Banking
4 201 (6.20%) Retail
5 183 (5.64%) Games
6 130 (4.01%) Advertising
7 121 (3.73%) Telecoms
8 99 (3.05%) Investment Banking
9 83 (2.56%) Manufacturing
10 81 (2.50%) Law
11 74 (2.28%) Legal
12 71 (2.19%) Publishing
13 64 (1.97%) Front Office
14 52 (1.60%) Back Office
15 42 (1.30%) Financial Institution
16 29 (0.89%) Electronics
17 9 (0.28%) Music Industry
18 8 (0.25%) Pharmaceutical
19 7 (0.22%) German Language
20 6 (0.19%) Automotive
Job Titles
1 1068 (32.94%) Developer
2 548 (16.90%) Java Developer
3 451 (13.91%) Architect
4 302 (9.32%) Data Architect
5 297 (9.16%) Big Data Developer
6 262 (8.08%) Consultant
7 257 (7.93%) Data Scientist
8 243 (7.50%) Senior Developer
9 217 (6.69%) Big Data Architect
9 217 (6.69%) Data Engineer
10 189 (5.83%) Big Data Engineer
11 171 (5.27%) Analyst
12 164 (5.06%) Senior Java Developer
13 154 (4.75%) Hadoop Developer
14 147 (4.53%) Software Engineer
15 142 (4.38%) Scala Developer
16 122 (3.76%) Data Consultant
17 107 (3.30%) Lead Developer
18 105 (3.24%) Java Engineer
19 101 (3.12%) Java Hadoop Developer
Libraries, Frameworks & Software Standards
1 276 (8.51%) Spring
2 263 (8.11%) HTML
3 252 (7.77%) Web Services
4 220 (6.79%) .NET
5 209 (6.45%) Kafka
6 199 (6.14%) AngularJS
7 196 (6.05%) CSS
8 175 (5.40%) REST
9 174 (5.37%) Node.js
10 166 (5.12%) XML
11 145 (4.47%) HTML5
12 135 (4.16%) JSON
13 109 (3.36%) Akka
14 103 (3.18%) Natural Language Processing
15 94 (2.90%) D3.js
16 93 (2.87%) React
17 89 (2.75%) RESTful
18 85 (2.62%) Hibernate
19 82 (2.53%) jQuery
19 82 (2.53%) Lucene
Miscellaneous
1 530 (16.35%) Analytical Skills
2 442 (13.63%) Computer Science
3 404 (12.46%) Visualisation
4 263 (8.11%) Algorithms
5 194 (5.98%) Mathematics
6 168 (5.18%) Statistics
7 111 (3.42%) Data Structures
7 111 (3.42%) Fintech
8 97 (2.99%) Data Integration
9 89 (2.75%) User Experience
10 85 (2.62%) Enterprise Software
11 84 (2.59%) Management Information System
12 81 (2.50%) Mobile App
12 81 (2.50%) Physics
13 68 (2.10%) Artificial Intelligence
14 60 (1.85%) Derivative
15 57 (1.76%) Data Centre
16 48 (1.48%) Neural Network
17 46 (1.42%) Semantic Web
18 43 (1.33%) Social Media
Operating Systems
1 392 (12.09%) Linux
2 159 (4.90%) Unix
3 104 (3.21%) Windows
4 43 (1.33%) Ubuntu
5 32 (0.99%) Solaris
6 26 (0.80%) Android
7 25 (0.77%) Apple iOS
8 24 (0.74%) Mac OS X
9 11 (0.34%) AIX
10 9 (0.28%) Red Hat Enterprise Linux
11 8 (0.25%) HPUX
12 7 (0.22%) Windows Server
13 4 (0.12%) CentOS
14 3 (0.093%) Debian
15 2 (0.062%) Windows 8
15 2 (0.062%) Windows Phone
15 2 (0.062%) Windows Vista
15 2 (0.062%) Windows XP
16 1 (0.031%) Mesosphere
16 1 (0.031%) SUSE
Processes & Methodologies
1 1288 (39.73%) Analytics
2 1253 (38.65%) Agile Software Development
3 730 (22.52%) Business Intelligence
4 600 (18.51%) Data Analytics
5 583 (17.98%) TDD
6 545 (16.81%) Machine Learning
7 442 (13.63%) ETL
8 428 (13.20%) Software Engineering
9 420 (12.95%) Scrum
10 368 (11.35%) Open Source
11 334 (10.30%) Continuous Integration
12 285 (8.79%) E-Commerce
13 277 (8.54%) MapReduce
14 268 (8.27%) DevOps
15 247 (7.62%) Data Visualisation
16 220 (6.79%) Project Management
17 219 (6.76%) Big Data Analytics
18 215 (6.63%) Stakeholder Management
19 214 (6.60%) Data Architecture
20 210 (6.48%) BDD
Programming Languages
1 1400 (43.18%) Java
2 1031 (31.80%) Python
3 948 (29.24%) SQL
4 636 (19.62%) Scala
5 479 (14.77%) JavaScript
6 325 (10.02%) R
7 263 (8.11%) C#
8 185 (5.71%) Ruby
9 176 (5.43%) C++
10 132 (4.07%) PHP
11 115 (3.55%) T-SQL
12 109 (3.36%) Clojure
13 104 (3.21%) MATLAB
14 101 (3.12%) Perl
15 100 (3.08%) Groovy
16 90 (2.78%) Bash Shell
17 84 (2.59%) Go
18 62 (1.91%) C
19 61 (1.88%) Shell Script
20 56 (1.73%) VBA
Qualifications
1 568 (17.52%) Degree
2 187 (5.77%) PhD
3 92 (2.84%) Security Cleared
4 48 (1.48%) SC Cleared
5 43 (1.33%) DV Cleared
6 31 (0.96%) PMI Certification
7 30 (0.93%) PMP
8 26 (0.80%) Cisco Certification
8 26 (0.80%) CISSP
9 23 (0.71%) SANS
10 21 (0.65%) (ISC)2 CCSP
10 21 (0.65%) CCSP
11 20 (0.62%) PRINCE2 Certification
12 14 (0.43%) Microsoft Certification
13 6 (0.19%) BC Cleared
14 5 (0.15%) CCNA
14 5 (0.15%) CITP
14 5 (0.15%) MBA
15 4 (0.12%) CISM
15 4 (0.12%) Postgraduate
Quality Assurance & Compliance
1 107 (3.30%) QA
2 96 (2.96%) Data Quality
3 10 (0.31%) ISO/IEC 27001
4 9 (0.28%) COBIT
4 9 (0.28%) GCP
5 5 (0.15%) ISO 14001
5 5 (0.15%) ISO 9000
6 3 (0.093%) SDET
7 2 (0.062%) PCI DSS
7 2 (0.062%) SLA
7 2 (0.062%) Solvency II
8 1 (0.031%) Actionable Recommendations
8 1 (0.031%) Basel III
8 1 (0.031%) Dodd-Frank
8 1 (0.031%) Sarbanes-Oxley
System Software
1 194 (5.98%) Docker
2 186 (5.74%) HDFS
3 88 (2.71%) Apache Flume
4 41 (1.26%) Virtual Machines
5 28 (0.86%) VirtualBox
6 20 (0.62%) Apache ZooKeeper
7 12 (0.37%) VMware Infrastructure
8 9 (0.28%) iptables
8 9 (0.28%) KVM
9 8 (0.25%) Tivoli Workload Scheduler
10 5 (0.15%) Active Directory
11 3 (0.093%) PowerHA
11 3 (0.093%) Veritas Cluster Server
11 3 (0.093%) Xen
12 2 (0.062%) GPFS
13 1 (0.031%) NFS
13 1 (0.031%) Oracle RAC
13 1 (0.031%) Varnish
13 1 (0.031%) vCloud
13 1 (0.031%) vSphere
Systems Management
1 164 (5.06%) Puppet
2 134 (4.13%) Opscode Chef
3 133 (4.10%) Ansible
4 83 (2.56%) Kubernetes
5 60 (1.85%) Hadoop YARN
6 57 (1.76%) Mesos
7 51 (1.57%) Oozie
8 21 (0.65%) Ambari
9 18 (0.56%) yum
10 16 (0.49%) Salt
11 15 (0.46%) Kibana
11 15 (0.46%) logstash
12 12 (0.37%) Tivoli
13 11 (0.34%) EnCase
13 11 (0.34%) Nagios
14 10 (0.31%) OpenAM
15 6 (0.19%) Consul
15 6 (0.19%) Graphite
15 6 (0.19%) Host Intrusion Detection System
15 6 (0.19%) ZABBIX
Vendors
1 307 (9.47%) Oracle
2 244 (7.53%) Tableau
3 182 (5.61%) Microsoft
4 172 (5.31%) Cloudera
5 147 (4.53%) Google
6 134 (4.13%) SAP
7 111 (3.42%) Informatica
8 104 (3.21%) Hortonworks
9 98 (3.02%) IBM
10 63 (1.94%) MuleSoft
11 57 (1.76%) Netezza
12 53 (1.63%) MicroStrategy
13 50 (1.54%) Teradata
14 47 (1.45%) Splunk
15 45 (1.39%) Cognos
16 42 (1.30%) Talend
17 36 (1.11%) Atlassian
18 33 (1.02%) Ab Initio
18 33 (1.02%) Facebook
19 32 (0.99%) Salesforce.com
London
Twenty Recruitment Group
Salary: £60000 - £70000 per annum + Bonus & Benefits
Posted: 6 hours ago
London
Lawrence Harvey Enterprise
Salary: £50000.00 - £85000.00 per annum + bonus + benefits
Posted: 6 hours ago
City, London
ANSON MCCADE
Salary: £85,000 - £95,000 (+ top tier package and benefits!!!)
Posted: 42 minutes ago
London
Verticality Ltd
Salary: £35000 - £45000 per annum, Benefits Excellent benefits package
Posted: 5 hours ago
Central London / West End
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 8 hours ago
London
Verticality Ltd
Salary: £50000 - £60000 per annum, Benefits Benefits Package
Posted: 4 hours ago
London
Verticality Ltd
Salary: £70000 - £80000 per annum, Benefits Benefits Package
Posted: 4 hours ago
London
Salt
Salary: £55000 - £75000 per annum + benefits
Posted: 3 hours ago
London
Verticality Ltd
Salary: £50000 - £65000 per annum, Benefits Bonus + Benefits Package
Posted: 4 hours ago
London
Oliver Bernard
Salary: £50000 - £65000 per annum + Excellent Bonus
Posted: 21 hours ago
City, London
Parallel Consulting
Salary: £120000 - £130000 per annum
Posted: Yesterday
City, London
Salt
Salary: £60000 - £70000 per annum + Benefits
Posted: 4 hours ago
London
Testing Circle Ltd
Salary: £300 - £450 per day
Posted: Yesterday
Central London / West End
Storm Global Analytics
Salary: Unspecified
Posted: 15 hours ago
London
Initi8 Recruitment
Salary: £50000 - £65000 Per Annum
Posted: 20 hours ago
London
McGregor Boyall
Salary: £100000 - £150000 per annum + bonus
Posted: Yesterday
South West London
DCV Technologies
Salary: From £50,000 to £70,000 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: Up to £ 85,000 + car allowance (5.9k) + bonus (10-15%) + pension + hea
Posted: Yesterday
City, London
JM
Salary: £80000 - £120000 per annum + bonus and pension
Posted: Yesterday
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens + share options
Posted: 2 days ago
Central London / West End
Sopra Steria Recruitment
Salary: From £40,000 to £45,000 per annum 5% flex benefits
Posted: 22 hours ago
Central London / West End
Sopra Steria Recruitment
Salary: From £50,000 to £65,000 per annum + 15% flex benefits
Posted: 22 hours ago
London
Eames Consulting
Salary: £70000 - £85000 per annum + Bonus & Benefits
Posted: 2 days ago
London
onezeero.
Salary: £80000 - £100000 per annum + Bonus & Bens
Posted: 2 days ago
City, London
Salt
Salary: £45000 - £50000 per annum + Benefits
Posted: 5 hours ago
City, London
Quant Capital
Salary: Up to £45,000 per annum + benefits
Posted: Yesterday
City, London
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: 2 days ago
Central London / West End
Client Server
Salary: £65k to £80k + benefits
Posted: Yesterday
London
Opus Resourcing Ltd
Salary: £75000 - £90000 per annum + Bens + Bonus to 20%
Posted: Yesterday
City, London
Client Server
Salary: £45k to £55k + benefits
Posted: 2 days ago