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

3 months to
31 May 2016
Same period 2015 Same period 2014
Big Data
Rank 73 78 85
Rank change year-on-year
+5 +7
Permanent jobs citing Big Data 1612 1540 1669
As % of all permanent IT jobs located in London 4.00% 3.56% 3.37%
As % of the Database & Business Intelligence category 13.35% 11.06% 10.57%
Number of salaries quoted 1333 1309 1436
Median salary £65,000 £65,000 £62,500
Median salary % change year-on-year
- +4.00%
90% offered a salary of more than £50,000 £45,000 £40,000
10% offered a salary of more than £100,000 £95,000 £87,500
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -
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
12075 13923 15793
As % of all permanent IT jobs located in London 29.95% 32.17% 31.90%
Number of salaries quoted 10549 11883 13703
Median salary £57,500 £57,500 £52,500
Median salary % change year-on-year
- +9.52%
90% offered a salary of more than £40,000 £39,000 £36,000
10% offered a salary of more than £80,000 £75,000 £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 31 May 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 31 May 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 -3 218 £60,000 -7.69% 49
Hammersmith +7 4 £55,000 -8.33% 1
Croydon - 2 £30,000 -
Westminster - 2 £65,000 -
Docklands, London +13 1 £90,000 +2.85%
Wimbledon - 1 £80,000 -
Big Data
England

Big Data
Top 30 Related IT Skills in London

For the 6 months to 31 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 London region with a requirement for Big Data.

1 1657 (47.89%) Hadoop
2 1501 (43.38%) Java
3 1320 (38.15%) Analytics
4 1202 (34.74%) Agile Software Development
5 1129 (32.63%) SQL
6 1077 (31.13%) Python
7 861 (24.88%) Business Intelligence
8 859 (24.83%) Finance
9 829 (23.96%) Apache Spark
10 739 (21.36%) NoSQL
11 676 (19.54%) Degree
12 599 (17.31%) Analytical Skills
13 595 (17.20%) Data Analytics
14 584 (16.88%) Scala
15 571 (16.50%) TDD
16 550 (15.90%) Machine Learning
17 523 (15.12%) JavaScript
18 510 (14.74%) MongoDB
19 500 (14.45%) ETL
20 499 (14.42%) Data Warehouse
21 496 (14.34%) Apache Hive
22 495 (14.31%) Computer Science
23 464 (13.41%) SQL Server
24 463 (13.38%) Linux
25 438 (12.66%) Software Engineering
26 424 (12.25%) R
27 410 (11.85%) Oracle
28 407 (11.76%) Visualisation
29 402 (11.62%) Open Source
30 394 (11.39%) 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
1 829 (23.96%) Apache Spark
2 259 (7.49%) Apache Pig
3 230 (6.65%) Elasticsearch
4 222 (6.42%) SAS
5 153 (4.42%) Node.js
6 138 (3.99%) Apache
7 118 (3.41%) Apache Solr
8 85 (2.46%) Tomcat
9 47 (1.36%) Mule
10 42 (1.21%) JBoss
10 42 (1.21%) WebLogic
11 40 (1.16%) Jetty
12 30 (0.87%) OpenStack
13 26 (0.75%) Confluence
14 24 (0.69%) nginx
15 22 (0.64%) GlassFish
15 22 (0.64%) WebSphere
16 21 (0.61%) SharePoint
17 13 (0.38%) Mule ESB
18 12 (0.35%) Adobe Experience Manager
Applications
1 138 (3.99%) MS Excel
2 69 (1.99%) SPSS
3 43 (1.24%) MS PowerPoint
4 17 (0.49%) MS Office
5 13 (0.38%) Mathematica
6 12 (0.35%) MS Visio
7 11 (0.32%) S-PLUS
8 10 (0.29%) MS Project
9 9 (0.26%) Spreadsheet
9 9 (0.26%) Weka
10 5 (0.14%) GNU Octave
11 4 (0.12%) Adobe Illustrator
11 4 (0.12%) Gephi
11 4 (0.12%) Photoshop
12 2 (0.058%) EViews
12 2 (0.058%) Stata
13 1 (0.029%) Adobe Creative Suite
13 1 (0.029%) Adobe Premiere
13 1 (0.029%) Final Cut Pro
13 1 (0.029%) OmniGraffle
Business Applications
1 36 (1.04%) SAP Oil and Gas
2 13 (0.38%) Eloqua
3 7 (0.20%) Odoo
4 5 (0.14%) Dynamics CRM
5 4 (0.12%) FastStats
6 3 (0.087%) Adobe Campaign
6 3 (0.087%) SAP CO
6 3 (0.087%) SAP FI
6 3 (0.087%) SAP FI/CO
6 3 (0.087%) Unica
7 2 (0.058%) BusinessWorks
7 2 (0.058%) SAP hybris
8 1 (0.029%) HFM
8 1 (0.029%) Hyperion Enterprise
8 1 (0.029%) Hyperion Planning
8 1 (0.029%) WebTrends
Cloud Services
1 383 (11.07%) Amazon AWS
2 134 (3.87%) Microsoft Azure
3 88 (2.54%) SaaS
4 77 (2.23%) Cloud Computing
5 61 (1.76%) Amazon EC2
6 54 (1.56%) GitHub
7 47 (1.36%) Google Cloud Platform
8 34 (0.98%) Amazon EMR
9 31 (0.90%) Google Analytics
10 29 (0.84%) Amazon S3
11 18 (0.52%) PaaS
12 15 (0.43%) Amazon Kinesis
13 12 (0.35%) IaaS
14 11 (0.32%) iPaaS
15 10 (0.29%) Boomi
15 10 (0.29%) SuccessFactors
15 10 (0.29%) Taleo
16 7 (0.20%) Azure Machine Learning
17 5 (0.14%) AWS Elastic Beanstalk
17 5 (0.14%) Virtual Private Cloud
Communications & Networking
1 77 (2.23%) Internet
2 35 (1.01%) Firewall
2 35 (1.01%) HTTP
3 27 (0.78%) Kerberos
4 23 (0.66%) WebEx
5 19 (0.55%) LDAP
6 18 (0.52%) TCP/IP
7 14 (0.40%) VPN
8 13 (0.38%) Network Security
9 10 (0.29%) SAN
9 10 (0.29%) SSL
10 9 (0.26%) DNS
11 7 (0.20%) Intrusion Detection
11 7 (0.20%) NAS
12 6 (0.17%) SSH
13 5 (0.14%) AMQP
13 5 (0.14%) Multicast
14 4 (0.12%) BGP
14 4 (0.12%) SNMP
15 3 (0.087%) Ethernet
Database & Business Intelligence
1 1657 (47.89%) Hadoop
2 739 (21.36%) NoSQL
3 510 (14.74%) MongoDB
4 499 (14.42%) Data Warehouse
5 496 (14.34%) Apache Hive
6 464 (13.41%) SQL Server
7 315 (9.10%) Apache Cassandra
8 307 (8.87%) Data Mining
9 231 (6.68%) MySQL
10 214 (6.18%) SQL Server Integration Services
11 208 (6.01%) HBase
12 207 (5.98%) PostgreSQL
13 200 (5.78%) Relational Database
14 170 (4.91%) SQL Server Reporting Services
15 157 (4.54%) QlikView
16 106 (3.06%) Impala
17 98 (2.83%) SQL Server Analysis Services
18 92 (2.66%) BusinessObjects
19 84 (2.43%) Amazon Redshift
20 79 (2.28%) Neo4j
Development Applications
1 228 (6.59%) Git (software)
2 196 (5.66%) Jenkins
3 124 (3.58%) Maven
4 99 (2.86%) JIRA
5 57 (1.65%) JUnit
6 55 (1.59%) Talend Open Studio
7 54 (1.56%) Selenium
8 49 (1.42%) Subversion
9 45 (1.30%) Gradle
10 39 (1.13%) Mockito
11 31 (0.90%) Hudson
12 30 (0.87%) Vagrant
13 28 (0.81%) jMock
14 24 (0.69%) Cucumber
15 20 (0.58%) Atlassian Bamboo
15 20 (0.58%) Sonatype Nexus
15 20 (0.58%) TeamCity
16 18 (0.52%) Visual Studio
17 17 (0.49%) Team Foundation Server
18 16 (0.46%) Eclipse
General
1 859 (24.83%) Finance
2 362 (10.46%) Marketing
3 300 (8.67%) Banking
4 228 (6.59%) Retail
5 157 (4.54%) Games
6 137 (3.96%) Telecoms
7 118 (3.41%) Manufacturing
8 103 (2.98%) Advertising
9 87 (2.51%) Investment Banking
10 81 (2.34%) Law
11 69 (1.99%) Legal
12 64 (1.85%) Publishing
13 56 (1.62%) Front Office
14 44 (1.27%) Financial Institution
15 38 (1.10%) Electronics
16 32 (0.92%) Back Office
17 26 (0.75%) Pharmaceutical
18 20 (0.58%) Automotive
18 20 (0.58%) French Language
19 19 (0.55%) German Language
Job Titles
1 1158 (33.47%) Developer
2 544 (15.72%) Java Developer
3 438 (12.66%) Architect
4 377 (10.90%) Big Data Developer
5 319 (9.22%) Consultant
6 287 (8.29%) Data Scientist
7 275 (7.95%) Data Architect
8 235 (6.79%) Data Engineer
8 235 (6.79%) Senior Developer
9 200 (5.78%) Analyst
10 199 (5.75%) Big Data Engineer
11 191 (5.52%) Big Data Architect
12 180 (5.20%) Hadoop Developer
13 144 (4.16%) Data Consultant
14 135 (3.90%) Senior Java Developer
15 126 (3.64%) Software Engineer
16 124 (3.58%) Scala Developer
17 118 (3.41%) Hadoop Engineer
18 110 (3.18%) Big Data Consultant
19 108 (3.12%) Lead Developer
Libraries, Frameworks & Software Standards
1 279 (8.06%) HTML
1 279 (8.06%) Spring
2 269 (7.77%) .NET
3 252 (7.28%) Web Services
4 222 (6.42%) AngularJS
5 217 (6.27%) XML
6 197 (5.69%) CSS
7 186 (5.38%) Kafka
8 162 (4.68%) HTML5
9 147 (4.25%) REST
10 107 (3.09%) JSON
11 101 (2.92%) jQuery
12 100 (2.89%) RESTful
13 89 (2.57%) D3.js
14 88 (2.54%) Hibernate
15 80 (2.31%) Natural Language Processing
16 77 (2.23%) Lucene
17 69 (1.99%) J2EE
18 65 (1.88%) JMS
19 64 (1.85%) Django
Miscellaneous
1 599 (17.31%) Analytical Skills
2 495 (14.31%) Computer Science
3 407 (11.76%) Visualisation
4 285 (8.24%) Algorithms
5 267 (7.72%) Mathematics
6 218 (6.30%) Statistics
7 193 (5.58%) Fintech
8 123 (3.55%) Data Structures
9 103 (2.98%) Enterprise Software
10 97 (2.80%) Data Integration
11 92 (2.66%) User Experience
12 81 (2.34%) Management Information System
13 79 (2.28%) Physics
14 73 (2.11%) Artificial Intelligence
15 59 (1.71%) Mobile App
16 55 (1.59%) Semantic Web
17 49 (1.42%) Social Network
18 40 (1.16%) Applied Mathematics
18 40 (1.16%) Data Centre
18 40 (1.16%) Derivative
Operating Systems
1 463 (13.38%) Linux
2 219 (6.33%) Unix
3 94 (2.72%) Windows
4 37 (1.07%) Android
4 37 (1.07%) Apple iOS
5 32 (0.92%) Ubuntu
6 11 (0.32%) Solaris
6 11 (0.32%) Windows Phone
7 9 (0.26%) Mac OS X
8 7 (0.20%) CentOS
8 7 (0.20%) Debian
9 6 (0.17%) Red Hat Enterprise Linux
9 6 (0.17%) Windows Server
10 4 (0.12%) Windows 8
10 4 (0.12%) Windows Vista
10 4 (0.12%) Windows XP
11 2 (0.058%) Mesosphere
11 2 (0.058%) VMS
12 1 (0.029%) Oracle Linux
12 1 (0.029%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1320 (38.15%) Analytics
2 1202 (34.74%) Agile Software Development
3 861 (24.88%) Business Intelligence
4 595 (17.20%) Data Analytics
5 571 (16.50%) TDD
6 550 (15.90%) Machine Learning
7 500 (14.45%) ETL
8 438 (12.66%) Software Engineering
9 402 (11.62%) Open Source
10 394 (11.39%) Scrum
11 321 (9.28%) Continuous Integration
12 306 (8.84%) E-Commerce
13 261 (7.54%) MapReduce
14 237 (6.85%) Data Visualisation
15 231 (6.68%) Project Management
16 226 (6.53%) OO
17 220 (6.36%) DevOps
18 209 (6.04%) Data Management
19 204 (5.90%) Presales
20 198 (5.72%) Stakeholder Management
Programming Languages
1 1501 (43.38%) Java
2 1129 (32.63%) SQL
3 1077 (31.13%) Python
4 584 (16.88%) Scala
5 523 (15.12%) JavaScript
6 424 (12.25%) R
7 334 (9.65%) C#
8 252 (7.28%) C++
9 211 (6.10%) Ruby
10 148 (4.28%) T-SQL
11 136 (3.93%) PHP
12 127 (3.67%) MATLAB
13 102 (2.95%) Perl
14 100 (2.89%) C
15 89 (2.57%) Clojure
16 88 (2.54%) Bash Shell
17 83 (2.40%) Groovy
18 66 (1.91%) Go
19 61 (1.76%) Shell Script
20 43 (1.24%) VBA
Qualifications
1 676 (19.54%) Degree
2 205 (5.92%) PhD
3 89 (2.57%) Security Cleared
4 57 (1.65%) SC Cleared
5 37 (1.07%) DV Cleared
6 26 (0.75%) PMI Certification
6 26 (0.75%) PMP
7 24 (0.69%) CISSP
8 21 (0.61%) Microsoft Certification
9 17 (0.49%) PRINCE2 Certification
10 16 (0.46%) MBA
11 14 (0.40%) CISM
12 11 (0.32%) CCNA
12 11 (0.32%) Cisco Certification
13 9 (0.26%) GIAC
14 8 (0.23%) SANS
15 7 (0.20%) ISEB
15 7 (0.20%) MCSE
16 6 (0.17%) Network+ Certification
16 6 (0.17%) SSCP
Quality Assurance & Compliance
1 109 (3.15%) Data Quality
2 87 (2.51%) QA
3 10 (0.29%) COBIT
3 10 (0.29%) ISO/IEC 27001
3 10 (0.29%) PCI DSS
4 5 (0.14%) ISO 14001
5 4 (0.12%) Dodd-Frank
5 4 (0.12%) EMIR
5 4 (0.12%) FATCA
5 4 (0.12%) SLA
6 2 (0.058%) SDET
6 2 (0.058%) Solvency II
7 1 (0.029%) Sarbanes-Oxley
System Software
1 210 (6.07%) HDFS
2 149 (4.31%) Docker
3 69 (1.99%) Apache Flume
4 29 (0.84%) Apache ZooKeeper
5 22 (0.64%) VMware Infrastructure
6 21 (0.61%) VirtualBox
7 12 (0.35%) iptables
8 9 (0.26%) KVM
8 9 (0.26%) Veritas Cluster Server
9 7 (0.20%) Active Directory
9 7 (0.20%) Xen
10 4 (0.12%) XenServer
11 3 (0.087%) Cronacle
11 3 (0.087%) Firmware
11 3 (0.087%) vSphere
12 1 (0.029%) Hyper-V
12 1 (0.029%) Oracle RAC
12 1 (0.029%) Snort
Systems Management
1 184 (5.32%) Puppet
2 123 (3.55%) Opscode Chef
3 120 (3.47%) Ansible
4 71 (2.05%) Mesos
5 62 (1.79%) Hadoop YARN
6 38 (1.10%) Oozie
7 35 (1.01%) Kubernetes
8 28 (0.81%) logstash
9 24 (0.69%) Salt
10 20 (0.58%) Kibana
11 17 (0.49%) yum
12 15 (0.43%) Ambari
13 12 (0.35%) Graphite
14 10 (0.29%) Jitterbit
14 10 (0.29%) WebSphere Cast Iron
15 7 (0.20%) Host Intrusion Detection System
15 7 (0.20%) ZABBIX
16 6 (0.17%) EnCase
16 6 (0.17%) Ganglia
16 6 (0.17%) Nagios
Vendors
1 410 (11.85%) Oracle
2 255 (7.37%) Microsoft
3 219 (6.33%) Tableau
4 196 (5.66%) Cloudera
5 126 (3.64%) SAP
6 123 (3.55%) Google
7 122 (3.53%) Hortonworks
8 118 (3.41%) Informatica
9 96 (2.77%) IBM
10 71 (2.05%) Netezza
11 67 (1.94%) Facebook
12 55 (1.59%) Talend
13 54 (1.56%) Teradata
14 51 (1.47%) MicroStrategy
14 51 (1.47%) MuleSoft
15 48 (1.39%) Cognos
16 47 (1.36%) Greenplum
17 44 (1.27%) Sybase
18 43 (1.24%) TIBCO
19 37 (1.07%) Splunk
City, London
Oliver Bernard
Salary: £60000 - £70000 per annum + Excellent benefits
Posted: 3 hours ago
Central London / West End
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: 8 hours ago
London
Oliver Bernard
Salary: £35000 - £40000 per annum + excellent benefits package
Posted: 3 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £65,000 and strong package
Posted: 8 hours ago
London
Oliver Bernard
Salary: £55000 - £70000 per annum + Bonus and Benefits
Posted: 12 hours ago
London
Exposed Solutions
Salary: £80000 - £1350000 per annum
Posted: 8 hours ago
West London
Deanslist Limited
Salary: From £40,000 to £70,000 per annum + Share options * Benefits
Posted: 20 hours ago
West London
Client Server
Salary: £45k to £60k + bonus + benefits
Posted: 13 hours ago
Central London / West End
Client Server
Salary: £40k to £50k + benefits
Posted: 4 hours ago
London
Freshtechit
Salary: From £40,000 to £70,000 per annum LONDON
Posted: 5 hours ago
London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 - £75000 Per Annum
Posted: 10 hours ago
London
Redrock Consulting Ltd
Salary: £65000 - £80000 per annum
Posted: 3 hours ago
London
Harrington Starr
Salary: £75000 - £85000 per annum + bonus, benefits + training
Posted: 3 hours ago
West London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45,000 - £65,000 and Competitive Package
Posted: 8 hours ago
London
Salt
Salary: £50000 - £60000 per annum + Benefits + Bonus
Posted: 8 hours ago
London
Salt
Salary: £70000 - £90000 per annum + Benefits + Bonus
Posted: 8 hours ago
London
Freshtechit
Salary: From £50,000 to £70,000 per annum
Posted: Yesterday
London
Harrington Starr
Salary: £45000 - £65000 per annum + Benefits + Bonus
Posted: 23 hours ago
London
EXCELerate
Salary: From £75,000 to £80,000 per annum OTE £160k, Car Allowance, Benefits
Posted: 9 hours ago
City, London
Third Republic Ltd
Salary: Up to £75,000 per annum
Posted: 7 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £80,000 to £90,000 per annum Plus package - UK WIDE
Posted: 4 days ago
City, London
First Point
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: 4 days ago
City, London
Stratospherec
Salary: From £65,000 to £80,000 per annum excellent Benefits & Bonus package
Posted: 2 days ago
City, London
Stratospherec
Salary: From £60,000 to £75,000 per annum excellent Benefits & Bonus package
Posted: 2 days ago
Central London / West End
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 5 days ago
City, London
First Point
Salary: £35000.00 - £55000.00 per annum + Benefits
Posted: 4 days ago
London
Burns Sheehan
Salary: £55000 - £67000 per annum + Amazing Benefits Package
Posted: 2 days ago
City, London
First Point
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: 4 days ago