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

3 months to
2 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 73 73 96
Rank change year-on-year
0 +23
Permanent jobs citing Big Data 1611 1704 1563
As % of all permanent IT jobs located in London 4.07% 3.83% 3.14%
As % of the Database & Business Intelligence category 13.89% 11.94% 9.90%
Number of salaries quoted 1337 1410 1349
Median salary £67,500 £65,000 £65,000
Median salary % change year-on-year
+3.84% -
90% offered a salary of more than £50,000 £45,000 £40,000
10% offered a salary of more than £102,500 £95,000 £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
11598 14271 15788
As % of all permanent IT jobs located in London 29.33% 32.07% 31.69%
Number of salaries quoted 10091 12097 13767
Median salary £57,500 £57,500 £55,000
Median salary % change year-on-year
- +4.54%
90% offered a salary of more than £40,000 £39,000 £37,000
10% offered a salary of more than £80,000 £77,500 £80,000
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 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 2 July 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 2 July 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 -2 247 £60,000 -7.69% 43
Twickenham - 8 £60,000 -
Westminster - 5 £82,500 -
Croydon - 2 £30,000 -
Wimbledon - 2 £80,000 -
Docklands, London +16 1 - -
Ealing +16 1 £50,000 +6.38%
Hammersmith +7 1 £55,000 -8.33%
Big Data
England

Big Data
Top 30 Related IT Skills in London

For the 6 months to 2 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 London region with a requirement for Big Data.

1 1603 (46.59%) Hadoop
2 1498 (43.53%) Java
3 1362 (39.58%) Analytics
4 1215 (35.31%) Agile Software Development
5 1102 (32.03%) Python
6 1081 (31.42%) SQL
7 873 (25.37%) Finance
8 847 (24.61%) Apache Spark
9 807 (23.45%) Business Intelligence
10 746 (21.68%) NoSQL
11 635 (18.45%) Data Analytics
12 630 (18.31%) Degree
13 626 (18.19%) Scala
14 623 (18.11%) Analytical Skills
15 594 (17.26%) TDD
16 550 (15.98%) Machine Learning
17 525 (15.26%) JavaScript
18 520 (15.11%) Apache Hive
19 499 (14.50%) MongoDB
20 476 (13.83%) Computer Science
21 474 (13.78%) ETL
22 465 (13.51%) Data Warehouse
23 459 (13.34%) Linux
24 448 (13.02%) Software Engineering
25 439 (12.76%) SQL Server
26 432 (12.55%) Visualisation
27 417 (12.12%) Open Source
28 415 (12.06%) Amazon AWS
29 405 (11.77%) R
30 401 (11.65%) Scrum

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
1 847 (24.61%) Apache Spark
2 268 (7.79%) Apache Pig
3 222 (6.45%) SAS
4 216 (6.28%) Elasticsearch
5 150 (4.36%) Apache
6 119 (3.46%) Apache Solr
7 84 (2.44%) Tomcat
8 46 (1.34%) Jetty
9 43 (1.25%) Mule
10 40 (1.16%) JBoss
11 32 (0.93%) WebLogic
12 31 (0.90%) nginx
13 27 (0.78%) OpenStack
13 27 (0.78%) SharePoint
14 24 (0.70%) Confluence
15 21 (0.61%) WebSphere
16 15 (0.44%) GlassFish
17 14 (0.41%) Mule ESB
18 12 (0.35%) WebSphere Application Server
19 11 (0.32%) Adobe Experience Manager
Applications
1 124 (3.60%) MS Excel
2 78 (2.27%) SPSS
3 32 (0.93%) MS PowerPoint
4 19 (0.55%) MS Office
5 10 (0.29%) Mathematica
5 10 (0.29%) MS Visio
5 10 (0.29%) Weka
6 9 (0.26%) MS Project
6 9 (0.26%) Spreadsheet
7 7 (0.20%) S-PLUS
8 5 (0.15%) GNU Octave
9 2 (0.058%) EViews
9 2 (0.058%) Gephi
9 2 (0.058%) Stata
10 1 (0.029%) Adobe Creative Suite
10 1 (0.029%) Adobe Illustrator
10 1 (0.029%) Adobe Premiere
10 1 (0.029%) Final Cut Pro
10 1 (0.029%) OmniGraffle
10 1 (0.029%) Photoshop
Business Applications
1 34 (0.99%) SAP Oil and Gas
2 11 (0.32%) Eloqua
3 5 (0.15%) Dynamics CRM
3 5 (0.15%) Odoo
4 4 (0.12%) Unica
5 3 (0.087%) Adobe Campaign
5 3 (0.087%) FastStats
5 3 (0.087%) SAP CO
5 3 (0.087%) SAP FI
5 3 (0.087%) SAP FI/CO
6 2 (0.058%) WebTrends
7 1 (0.029%) HFM
7 1 (0.029%) Hyperion Enterprise
7 1 (0.029%) Hyperion Planning
7 1 (0.029%) SAP hybris
Cloud Services
1 415 (12.06%) Amazon AWS
2 139 (4.04%) Microsoft Azure
3 77 (2.24%) Amazon EC2
3 77 (2.24%) SaaS
4 69 (2.01%) Cloud Computing
5 68 (1.98%) GitHub
6 53 (1.54%) Google Cloud Platform
7 49 (1.42%) Amazon EMR
8 45 (1.31%) Amazon S3
9 29 (0.84%) Google Analytics
10 26 (0.76%) PaaS
11 20 (0.58%) IaaS
12 14 (0.41%) Amazon Kinesis
13 9 (0.26%) Amazon ELB
13 9 (0.26%) AWS Elastic Beanstalk
13 9 (0.26%) iPaaS
14 8 (0.23%) Boomi
14 8 (0.23%) SuccessFactors
14 8 (0.23%) Taleo
15 6 (0.17%) Azure Machine Learning
Communications & Networking
1 89 (2.59%) Internet
2 45 (1.31%) Firewall
3 39 (1.13%) HTTP
4 27 (0.78%) Kerberos
5 19 (0.55%) LDAP
6 16 (0.46%) TCP/IP
7 15 (0.44%) Network Security
8 14 (0.41%) VPN
8 14 (0.41%) WebEx
9 10 (0.29%) SAN
10 9 (0.26%) DNS
10 9 (0.26%) SSL
11 7 (0.20%) NAS
12 5 (0.15%) Multicast
13 4 (0.12%) BGP
13 4 (0.12%) Intrusion Detection
13 4 (0.12%) SNMP
13 4 (0.12%) SSH
14 3 (0.087%) Ethernet
14 3 (0.087%) FTP
Database & Business Intelligence
1 1603 (46.59%) Hadoop
2 746 (21.68%) NoSQL
3 520 (15.11%) Apache Hive
4 499 (14.50%) MongoDB
5 465 (13.51%) Data Warehouse
6 439 (12.76%) SQL Server
7 332 (9.65%) Apache Cassandra
8 307 (8.92%) Data Mining
9 226 (6.57%) Relational Database
10 225 (6.54%) MySQL
11 221 (6.42%) HBase
12 214 (6.22%) PostgreSQL
13 204 (5.93%) SQL Server Integration Services
14 156 (4.53%) SQL Server Reporting Services
15 149 (4.33%) QlikView
16 113 (3.28%) Impala
17 96 (2.79%) BusinessObjects
17 96 (2.79%) Neo4j
18 92 (2.67%) RDBMS
19 86 (2.50%) SQL Server Analysis Services
Development Applications
1 229 (6.66%) Git (software)
2 210 (6.10%) Jenkins
3 125 (3.63%) Maven
4 101 (2.94%) JIRA
5 61 (1.77%) Gradle
6 53 (1.54%) JUnit
7 52 (1.51%) Talend Open Studio
8 50 (1.45%) Selenium
9 44 (1.28%) Subversion
10 40 (1.16%) Mockito
11 38 (1.10%) Vagrant
12 31 (0.90%) Hudson
13 28 (0.81%) jMock
14 24 (0.70%) Cucumber
15 22 (0.64%) Yeoman
16 19 (0.55%) Atlassian Bamboo
16 19 (0.55%) Sonatype Nexus
16 19 (0.55%) Visual Studio
17 17 (0.49%) Jasmine
17 17 (0.49%) TeamCity
General
1 873 (25.37%) Finance
2 354 (10.29%) Marketing
3 326 (9.47%) Banking
4 237 (6.89%) Retail
5 162 (4.71%) Games
6 132 (3.84%) Telecoms
7 122 (3.55%) Advertising
8 121 (3.52%) Manufacturing
9 86 (2.50%) Investment Banking
10 81 (2.35%) Law
11 74 (2.15%) Legal
12 65 (1.89%) Publishing
13 54 (1.57%) Front Office
14 42 (1.22%) Financial Institution
15 37 (1.08%) Back Office
15 37 (1.08%) Electronics
16 21 (0.61%) Pharmaceutical
17 18 (0.52%) German Language
18 17 (0.49%) Automotive
18 17 (0.49%) French Language
Job Titles
1 1140 (33.13%) Developer
2 556 (16.16%) Java Developer
3 446 (12.96%) Architect
4 360 (10.46%) Big Data Developer
5 310 (9.01%) Consultant
6 293 (8.51%) Data Scientist
7 291 (8.46%) Data Architect
8 247 (7.18%) Data Engineer
9 227 (6.60%) Senior Developer
10 213 (6.19%) Big Data Engineer
11 207 (6.02%) Big Data Architect
12 183 (5.32%) Analyst
13 182 (5.29%) Hadoop Developer
14 144 (4.18%) Senior Java Developer
15 141 (4.10%) Data Consultant
16 140 (4.07%) Scala Developer
17 139 (4.04%) Software Engineer
18 118 (3.43%) Hadoop Engineer
19 115 (3.34%) Lead Developer
20 111 (3.23%) Java Hadoop Developer
Libraries, Frameworks & Software Standards
1 282 (8.20%) Spring
2 269 (7.82%) HTML
3 257 (7.47%) Web Services
4 244 (7.09%) .NET
5 225 (6.54%) AngularJS
6 208 (6.04%) Kafka
6 208 (6.04%) XML
7 202 (5.87%) CSS
8 166 (4.82%) REST
9 164 (4.77%) Node.js
10 154 (4.48%) HTML5
11 119 (3.46%) JSON
12 102 (2.96%) D3.js
13 99 (2.88%) Natural Language Processing
14 97 (2.82%) RESTful
15 91 (2.64%) jQuery
16 81 (2.35%) Hibernate
17 74 (2.15%) Lucene
17 74 (2.15%) React
18 70 (2.03%) RabbitMQ
Miscellaneous
1 623 (18.11%) Analytical Skills
2 476 (13.83%) Computer Science
3 432 (12.55%) Visualisation
4 267 (7.76%) Algorithms
5 249 (7.24%) Mathematics
6 208 (6.04%) Statistics
7 177 (5.14%) Fintech
8 116 (3.37%) Data Structures
9 102 (2.96%) Management Information System
10 96 (2.79%) Enterprise Software
11 89 (2.59%) User Experience
12 88 (2.56%) Data Integration
13 81 (2.35%) Physics
14 80 (2.32%) Mobile App
15 61 (1.77%) Artificial Intelligence
16 53 (1.54%) Semantic Web
17 44 (1.28%) Data Centre
18 43 (1.25%) Social Network
19 42 (1.22%) Derivative
20 41 (1.19%) Neural Network
Operating Systems
1 459 (13.34%) Linux
2 210 (6.10%) Unix
3 105 (3.05%) Windows
4 39 (1.13%) Ubuntu
5 35 (1.02%) Apple iOS
6 33 (0.96%) Android
7 24 (0.70%) Mac OS X
8 20 (0.58%) Solaris
9 8 (0.23%) CentOS
10 7 (0.20%) Debian
10 7 (0.20%) Windows Phone
11 5 (0.15%) Windows Server
12 4 (0.12%) AIX
12 4 (0.12%) HPUX
12 4 (0.12%) Red Hat Enterprise Linux
12 4 (0.12%) Windows 8
12 4 (0.12%) Windows Vista
12 4 (0.12%) Windows XP
13 2 (0.058%) Mesosphere
14 1 (0.029%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1362 (39.58%) Analytics
2 1215 (35.31%) Agile Software Development
3 807 (23.45%) Business Intelligence
4 635 (18.45%) Data Analytics
5 594 (17.26%) TDD
6 550 (15.98%) Machine Learning
7 474 (13.78%) ETL
8 448 (13.02%) Software Engineering
9 417 (12.12%) Open Source
10 401 (11.65%) Scrum
11 343 (9.97%) Continuous Integration
12 303 (8.81%) E-Commerce
13 288 (8.37%) MapReduce
14 258 (7.50%) Data Visualisation
15 237 (6.89%) Project Management
16 229 (6.66%) DevOps
16 229 (6.66%) Stakeholder Management
17 221 (6.42%) Big Data Analytics
18 213 (6.19%) OO
19 203 (5.90%) Data Management
Programming Languages
1 1498 (43.53%) Java
2 1102 (32.03%) Python
3 1081 (31.42%) SQL
4 626 (18.19%) Scala
5 525 (15.26%) JavaScript
6 405 (11.77%) R
7 297 (8.63%) C#
8 230 (6.68%) C++
9 211 (6.13%) Ruby
10 137 (3.98%) T-SQL
11 136 (3.95%) PHP
12 135 (3.92%) MATLAB
13 104 (3.02%) Clojure
14 101 (2.94%) Perl
15 97 (2.82%) Bash Shell
16 92 (2.67%) Groovy
17 86 (2.50%) C
18 74 (2.15%) Go
19 60 (1.74%) Shell Script
20 53 (1.54%) VBA
Qualifications
1 630 (18.31%) Degree
2 204 (5.93%) PhD
3 92 (2.67%) Security Cleared
4 61 (1.77%) SC Cleared
5 39 (1.13%) DV Cleared
6 29 (0.84%) CISSP
6 29 (0.84%) PMI Certification
6 29 (0.84%) PMP
7 22 (0.64%) Cisco Certification
8 20 (0.58%) SANS
9 19 (0.55%) Microsoft Certification
10 18 (0.52%) PRINCE2 Certification
11 16 (0.46%) (ISC)2 CCSP
11 16 (0.46%) CCSP
12 10 (0.29%) MBA
13 9 (0.26%) CISM
14 6 (0.17%) CCNA
14 6 (0.17%) ISEB
15 4 (0.12%) CCSA
15 4 (0.12%) GIAC
Quality Assurance & Compliance
1 109 (3.17%) Data Quality
2 97 (2.82%) QA
3 10 (0.29%) COBIT
3 10 (0.29%) ISO/IEC 27001
4 8 (0.23%) PCI DSS
5 5 (0.15%) ISO 14001
6 3 (0.087%) Dodd-Frank
6 3 (0.087%) EMIR
6 3 (0.087%) FATCA
6 3 (0.087%) SLA
7 2 (0.058%) SDET
7 2 (0.058%) Solvency II
8 1 (0.029%) Sarbanes-Oxley
System Software
1 225 (6.54%) HDFS
2 178 (5.17%) Docker
3 86 (2.50%) Apache Flume
4 41 (1.19%) Virtual Machines
5 30 (0.87%) Apache ZooKeeper
6 29 (0.84%) VirtualBox
7 18 (0.52%) VMware Infrastructure
8 12 (0.35%) iptables
9 9 (0.26%) KVM
9 9 (0.26%) Veritas Cluster Server
10 7 (0.20%) Active Directory
11 5 (0.15%) Xen
12 3 (0.087%) Firmware
13 2 (0.058%) XenServer
14 1 (0.029%) Cronacle
14 1 (0.029%) GPFS
14 1 (0.029%) Oracle RAC
14 1 (0.029%) vSphere
Systems Management
1 177 (5.14%) Puppet
2 118 (3.43%) Ansible
3 117 (3.40%) Opscode Chef
4 74 (2.15%) Hadoop YARN
5 66 (1.92%) Mesos
6 54 (1.57%) Kubernetes
7 50 (1.45%) Oozie
8 25 (0.73%) logstash
9 22 (0.64%) Ambari
10 20 (0.58%) Salt
11 19 (0.55%) Kibana
12 17 (0.49%) yum
13 11 (0.32%) Graphite
14 8 (0.23%) EnCase
14 8 (0.23%) Host Intrusion Detection System
14 8 (0.23%) Jitterbit
14 8 (0.23%) WebSphere Cast Iron
15 6 (0.17%) Consul
15 6 (0.17%) Packer
15 6 (0.17%) ZABBIX
Vendors
1 383 (11.13%) Oracle
2 226 (6.57%) Tableau
3 225 (6.54%) Microsoft
4 223 (6.48%) Cloudera
5 139 (4.04%) Hortonworks
6 132 (3.84%) Google
6 132 (3.84%) SAP
7 124 (3.60%) Informatica
8 106 (3.08%) IBM
9 70 (2.03%) Netezza
10 64 (1.86%) MuleSoft
11 53 (1.54%) MicroStrategy
11 53 (1.54%) Teradata
12 52 (1.51%) Facebook
12 52 (1.51%) Talend
13 48 (1.39%) Greenplum
14 47 (1.37%) Cognos
15 37 (1.08%) Splunk
15 37 (1.08%) Sybase
16 36 (1.05%) VMware
London
Lawrence Harvey Enterprise
Salary: £70000.00 - £100000.00 per annum + Benefits
Posted: 1 hour ago
London
Empiric.com
Salary: From £65,000 to £80,000 per annum + excellent benefits package
Posted: 20 hours ago
City, London
Harvey Nash plc
Salary: £90000 - £100000 per annum
Posted: 16 hours ago
City, London
First Point
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: 18 hours ago
London
Parallel Consulting
Salary: £40000 - £60000 per annum
Posted: 17 hours ago
London
Parallel Consulting
Salary: £50000 - £55000 per annum
Posted: 17 hours ago
Central London / West End
Total Recruitment Specialists Limited / TRG / Total recruitment group
Posted: 16 hours ago
West London
Client Server
Salary: £60k to £80k + bonus + benefits
Posted: 2 days ago
London
Initi8 Recruitment
Salary: £45000 - £60000 Per Annum
Posted: 16 hours ago
London
Stafford-Sharp Associates
Salary: £60000.00 - £70000.00 per annum
Posted: 17 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £40000 - £75000 per annum
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45K-£58k plus brilliant package and unrivalled development
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: Yesterday
London
Burns Sheehan
Salary: £50000 - £60000 per annum
Posted: Yesterday
Central London / West End
Sopra Steria Recruitment
Salary: From £40,000 to £45,000 per annum 5% flex benefits
Posted: 18 hours ago
Central London / West End
Sopra Steria Recruitment
Salary: From £50,000 to £65,000 per annum + 15% flex benefits
Posted: 18 hours ago
London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 - £75000 Per Annum
Posted: 16 hours ago
West London
Applause IT Innovation
Salary: £35000 - £45000 per annum
Posted: 17 hours ago
London
Aim Hire Recruitment Ltd
Salary: From £30,000 to £35,000 per annum
Posted: 20 hours ago
London
Hays Finance Technology
Salary: £80000.00 - £120000.00 per annum
Posted: 3 days ago
London
Arrows Group
Salary: £60000 per annum + Pension, Bonus
Posted: Yesterday
City, London
onezeero.
Salary: Competitive Salary + Benefits
Posted: 2 days ago
London
Rullion IT Plus
Salary: £70000 - £100000 per annum + bonus + attractive benefits
Posted: Yesterday
City, London
Morgan Mckinley
Salary: £55,000 per annum
Posted: 3 days ago
London
Harvey Nash plc
Salary: £80000 - £85000 per annum + Bonus & Excellent Package
Posted: Yesterday
London
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: 2 days ago
Central London / West End
Nationwide People Ltd
Salary: £20000 - £25000 Per Annum
Posted: Yesterday
London
Executive Recruitment Services (ERS)
Salary: £45000 - £75000 per annum
Posted: Yesterday
London
Rullion IT Plus
Salary: £70000 - £100000 per annum + bonus + attractive benefits
Posted: Yesterday