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

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Big Data
Rank 72 75 106
Rank change year-on-year
+3 +31
Permanent jobs citing Big Data 1600 1661 1414
As % of all permanent IT jobs located in London 4.05% 3.73% 2.94%
As % of the Database & Business Intelligence category 13.88% 12.02% 9.34%
Number of salaries quoted 1329 1343 1219
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 £92,500 £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
11526 13815 15139
As % of all permanent IT jobs located in London 29.17% 31.06% 31.51%
Number of salaries quoted 9993 11683 13184
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 £38,500 £37,000
10% offered a salary of more than £82,500 £75,000 £80,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 25 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 25 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 +9 280 £60,000 -11.11% 43
Twickenham - 8 £60,000 -
Westminster - 8 £82,500 -
Wimbledon - 3 £57,500 -
Hammersmith +7 2 £55,000 -8.33% 1
Croydon - 2 £30,000 - 1
Ealing +22 1 £50,000 +6.38%
Docklands, London +12 1 - -
Southwark - 1 £40,500 -
Big Data
England

Big Data
Top 30 Related IT Skills in London

For the 6 months to 25 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 1539 (45.33%) Hadoop
2 1508 (44.42%) Java
3 1356 (39.94%) Analytics
4 1240 (36.52%) Agile Software Development
5 1076 (31.69%) Python
6 1026 (30.22%) SQL
7 861 (25.36%) Finance
8 825 (24.30%) Apache Spark
9 778 (22.92%) Business Intelligence
10 749 (22.06%) NoSQL
11 642 (18.91%) Scala
12 633 (18.65%) Data Analytics
13 602 (17.73%) Degree
14 598 (17.61%) TDD
15 594 (17.50%) Analytical Skills
16 564 (16.61%) Machine Learning
17 512 (15.08%) JavaScript
18 508 (14.96%) Apache Hive
19 479 (14.11%) MongoDB
20 468 (13.78%) ETL
20 468 (13.78%) Computer Science
21 467 (13.76%) Data Warehouse
22 445 (13.11%) Software Engineering
23 436 (12.84%) Amazon AWS
24 434 (12.78%) Visualisation
24 434 (12.78%) Linux
25 421 (12.40%) Scrum
26 420 (12.37%) Open Source
27 406 (11.96%) SQL Server
28 371 (10.93%) R

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
1 825 (24.30%) Apache Spark
2 264 (7.78%) Apache Pig
3 225 (6.63%) SAS
4 208 (6.13%) Elasticsearch
5 144 (4.24%) Apache
6 122 (3.59%) Apache Solr
7 80 (2.36%) Tomcat
8 48 (1.41%) JBoss
9 44 (1.30%) Jetty
10 42 (1.24%) Mule
11 30 (0.88%) SharePoint
12 28 (0.82%) nginx
12 28 (0.82%) WebLogic
13 27 (0.80%) WebSphere
14 24 (0.71%) OpenStack
15 18 (0.53%) Confluence
16 16 (0.47%) Mule ESB
17 14 (0.41%) WebSphere Application Server
18 12 (0.35%) CMS
19 10 (0.29%) GlassFish
Applications
1 103 (3.03%) MS Excel
2 85 (2.50%) SPSS
3 22 (0.65%) MS PowerPoint
4 20 (0.59%) MS Office
5 10 (0.29%) MS Project
6 9 (0.27%) MS Visio
7 8 (0.24%) Spreadsheet
7 8 (0.24%) Weka
8 7 (0.21%) Mathematica
9 5 (0.15%) Gephi
9 5 (0.15%) GNU Octave
10 2 (0.059%) EViews
10 2 (0.059%) S-PLUS
10 2 (0.059%) Stata
11 1 (0.029%) Adobe Creative Suite
11 1 (0.029%) Adobe Premiere
11 1 (0.029%) Final Cut Pro
11 1 (0.029%) InVision
11 1 (0.029%) OmniGraffle
Business Applications
1 33 (0.97%) SAP Oil and Gas
2 8 (0.24%) Eloqua
3 5 (0.15%) SAP CO
3 5 (0.15%) SAP FI
3 5 (0.15%) SAP FI/CO
4 4 (0.12%) BusinessWorks
4 4 (0.12%) Dynamics CRM
4 4 (0.12%) Odoo
4 4 (0.12%) Unica
5 3 (0.088%) Adobe Campaign
5 3 (0.088%) FastStats
6 2 (0.059%) SAP HR
6 2 (0.059%) TIBCO BusinessEvents
6 2 (0.059%) WebTrends
7 1 (0.029%) Bloomberg TOMS
7 1 (0.029%) Cognos TM1
7 1 (0.029%) HFM
7 1 (0.029%) Hyperion Enterprise
7 1 (0.029%) Hyperion Planning
Cloud Services
1 436 (12.84%) Amazon AWS
2 148 (4.36%) Microsoft Azure
3 75 (2.21%) Amazon EC2
4 71 (2.09%) Cloud Computing
5 67 (1.97%) SaaS
6 66 (1.94%) GitHub
7 64 (1.89%) Google Cloud Platform
8 57 (1.68%) Amazon EMR
9 51 (1.50%) Amazon S3
10 38 (1.12%) PaaS
11 30 (0.88%) Google Analytics
11 30 (0.88%) IaaS
12 16 (0.47%) Amazon Kinesis
13 11 (0.32%) Amazon ELB
13 11 (0.32%) AWS Elastic Beanstalk
14 10 (0.29%) Azure Machine Learning
15 7 (0.21%) Adobe Analytics
15 7 (0.21%) iPaaS
16 6 (0.18%) Route 53
16 6 (0.18%) Virtual Private Cloud
Communications & Networking
1 88 (2.59%) Internet
2 49 (1.44%) Firewall
3 41 (1.21%) HTTP
4 26 (0.77%) Kerberos
5 19 (0.56%) LDAP
6 17 (0.50%) Network Security
7 15 (0.44%) TCP/IP
7 15 (0.44%) VPN
8 13 (0.38%) SAN
9 10 (0.29%) NAS
10 9 (0.27%) DNS
11 8 (0.24%) SSL
12 6 (0.18%) WebEx
13 5 (0.15%) Intrusion Detection
13 5 (0.15%) Multicast
13 5 (0.15%) SNMP
14 4 (0.12%) BGP
15 3 (0.088%) Ethernet
15 3 (0.088%) HTTPS
15 3 (0.088%) Skype
Database & Business Intelligence
1 1539 (45.33%) Hadoop
2 749 (22.06%) NoSQL
3 508 (14.96%) Apache Hive
4 479 (14.11%) MongoDB
5 467 (13.76%) Data Warehouse
6 406 (11.96%) SQL Server
7 353 (10.40%) Apache Cassandra
8 293 (8.63%) Data Mining
9 233 (6.86%) Relational Database
10 225 (6.63%) HBase
11 213 (6.27%) PostgreSQL
12 205 (6.04%) MySQL
13 193 (5.68%) SQL Server Integration Services
14 143 (4.21%) SQL Server Reporting Services
15 142 (4.18%) QlikView
16 113 (3.33%) Neo4j
17 110 (3.24%) Impala
18 103 (3.03%) BusinessObjects
18 103 (3.03%) RDBMS
19 83 (2.44%) Amazon Redshift
Development Applications
1 224 (6.60%) Git (software)
2 206 (6.07%) Jenkins
3 118 (3.48%) Maven
4 97 (2.86%) JIRA
5 58 (1.71%) Gradle
6 54 (1.59%) Selenium
7 52 (1.53%) JUnit
8 50 (1.47%) Talend Open Studio
9 40 (1.18%) Mockito
10 39 (1.15%) Subversion
11 36 (1.06%) Vagrant
12 32 (0.94%) Cucumber
13 29 (0.85%) jMock
14 26 (0.77%) Hudson
15 23 (0.68%) Visual Studio
15 23 (0.68%) Yeoman
16 22 (0.65%) Atlassian Bamboo
17 20 (0.59%) Sonatype Nexus
18 17 (0.50%) FishEye
18 17 (0.50%) Jasmine
General
1 861 (25.36%) Finance
2 358 (10.54%) Marketing
3 322 (9.48%) Banking
4 209 (6.16%) Retail
5 164 (4.83%) Games
6 132 (3.89%) Telecoms
7 131 (3.86%) Advertising
8 106 (3.12%) Manufacturing
9 92 (2.71%) Investment Banking
10 79 (2.33%) Law
11 76 (2.24%) Legal
12 68 (2.00%) Publishing
13 55 (1.62%) Front Office
14 43 (1.27%) Back Office
15 42 (1.24%) Financial Institution
16 35 (1.03%) Electronics
17 15 (0.44%) Pharmaceutical
18 13 (0.38%) German Language
19 11 (0.32%) French Language
20 9 (0.27%) Automotive
Job Titles
1 1125 (33.14%) Developer
2 584 (17.20%) Java Developer
3 450 (13.25%) Architect
4 344 (10.13%) Big Data Developer
5 301 (8.87%) Consultant
6 297 (8.75%) Data Architect
7 282 (8.31%) Data Scientist
8 244 (7.19%) Data Engineer
9 243 (7.16%) Senior Developer
10 220 (6.48%) Big Data Engineer
11 214 (6.30%) Big Data Architect
12 181 (5.33%) Hadoop Developer
13 173 (5.10%) Analyst
14 167 (4.92%) Senior Java Developer
15 153 (4.51%) Scala Developer
16 148 (4.36%) Software Engineer
17 137 (4.04%) Data Consultant
18 117 (3.45%) Hadoop Engineer
18 117 (3.45%) Java Hadoop Developer
19 112 (3.30%) Java Engineer
Libraries, Frameworks & Software Standards
1 306 (9.01%) Spring
2 269 (7.92%) Web Services
3 266 (7.84%) HTML
4 238 (7.01%) .NET
5 209 (6.16%) Kafka
6 208 (6.13%) AngularJS
7 201 (5.92%) XML
8 198 (5.83%) CSS
9 177 (5.21%) REST
10 171 (5.04%) Node.js
11 153 (4.51%) HTML5
12 128 (3.77%) JSON
13 107 (3.15%) D3.js
14 104 (3.06%) Natural Language Processing
15 96 (2.83%) RESTful
16 94 (2.77%) Hibernate
17 87 (2.56%) Akka
18 86 (2.53%) React
19 81 (2.39%) jQuery
20 78 (2.30%) Lucene
Miscellaneous
1 594 (17.50%) Analytical Skills
2 468 (13.78%) Computer Science
3 434 (12.78%) Visualisation
4 256 (7.54%) Algorithms
5 234 (6.89%) Mathematics
6 197 (5.80%) Statistics
7 151 (4.45%) Fintech
8 108 (3.18%) Data Structures
9 101 (2.97%) Management Information System
10 91 (2.68%) Data Integration
11 89 (2.62%) User Experience
12 87 (2.56%) Mobile App
13 86 (2.53%) Enterprise Software
14 85 (2.50%) Physics
15 61 (1.80%) Artificial Intelligence
16 56 (1.65%) Data Centre
17 53 (1.56%) Semantic Web
18 45 (1.33%) Derivative
19 44 (1.30%) Neural Network
20 37 (1.09%) Digital Media
Operating Systems
1 434 (12.78%) Linux
2 185 (5.45%) Unix
3 109 (3.21%) Windows
4 38 (1.12%) Ubuntu
5 34 (1.00%) Android
6 33 (0.97%) Apple iOS
7 26 (0.77%) Mac OS X
8 23 (0.68%) Solaris
9 8 (0.24%) AIX
10 7 (0.21%) CentOS
10 7 (0.21%) Debian
10 7 (0.21%) Windows Server
11 6 (0.18%) HPUX
11 6 (0.18%) Red Hat Enterprise Linux
11 6 (0.18%) Windows Phone
12 4 (0.12%) Windows 8
12 4 (0.12%) Windows Vista
12 4 (0.12%) Windows XP
13 2 (0.059%) Mesosphere
14 1 (0.029%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1356 (39.94%) Analytics
2 1240 (36.52%) Agile Software Development
3 778 (22.92%) Business Intelligence
4 633 (18.65%) Data Analytics
5 598 (17.61%) TDD
6 564 (16.61%) Machine Learning
7 468 (13.78%) ETL
8 445 (13.11%) Software Engineering
9 421 (12.40%) Scrum
10 420 (12.37%) Open Source
11 347 (10.22%) Continuous Integration
12 299 (8.81%) MapReduce
13 288 (8.48%) E-Commerce
14 255 (7.51%) Data Visualisation
15 247 (7.28%) DevOps
16 236 (6.95%) Big Data Analytics
16 236 (6.95%) Project Management
17 227 (6.69%) Stakeholder Management
18 214 (6.30%) Data Architecture
19 207 (6.10%) Data Management
Programming Languages
1 1508 (44.42%) Java
2 1076 (31.69%) Python
3 1026 (30.22%) SQL
4 642 (18.91%) Scala
5 512 (15.08%) JavaScript
6 371 (10.93%) R
7 285 (8.39%) C#
8 202 (5.95%) Ruby
9 198 (5.83%) C++
10 133 (3.92%) T-SQL
11 129 (3.80%) PHP
12 121 (3.56%) MATLAB
13 110 (3.24%) Clojure
14 101 (2.97%) Groovy
15 97 (2.86%) Perl
16 94 (2.77%) Bash Shell
17 73 (2.15%) Go
18 70 (2.06%) C
19 61 (1.80%) Shell Script
20 52 (1.53%) VBA
Qualifications
1 602 (17.73%) Degree
2 205 (6.04%) PhD
3 100 (2.95%) Security Cleared
4 60 (1.77%) SC Cleared
5 47 (1.38%) DV Cleared
6 31 (0.91%) PMI Certification
6 31 (0.91%) PMP
7 30 (0.88%) CISSP
8 27 (0.80%) Cisco Certification
9 25 (0.74%) SANS
10 21 (0.62%) (ISC)2 CCSP
10 21 (0.62%) CCSP
11 18 (0.53%) PRINCE2 Certification
12 17 (0.50%) Microsoft Certification
13 6 (0.18%) CCNA
13 6 (0.18%) CISM
13 6 (0.18%) ISEB
13 6 (0.18%) MBA
14 5 (0.15%) CITP
15 4 (0.12%) CEH
Quality Assurance & Compliance
1 103 (3.03%) Data Quality
2 101 (2.97%) QA
3 10 (0.29%) COBIT
3 10 (0.29%) ISO/IEC 27001
4 6 (0.18%) PCI DSS
5 5 (0.15%) ISO 14001
6 4 (0.12%) GCP
7 3 (0.088%) ISO 9000
7 3 (0.088%) SDET
7 3 (0.088%) SLA
8 2 (0.059%) Solvency II
9 1 (0.029%) Actionable Recommendations
9 1 (0.029%) Sarbanes-Oxley
System Software
1 217 (6.39%) HDFS
2 192 (5.66%) Docker
3 94 (2.77%) Apache Flume
4 46 (1.35%) Virtual Machines
5 30 (0.88%) VirtualBox
6 26 (0.77%) Apache ZooKeeper
7 16 (0.47%) VMware Infrastructure
8 12 (0.35%) iptables
9 9 (0.27%) KVM
9 9 (0.27%) Veritas Cluster Server
10 7 (0.21%) Active Directory
11 4 (0.12%) Xen
12 2 (0.059%) Firmware
12 2 (0.059%) PowerHA
13 1 (0.029%) GPFS
13 1 (0.029%) NFS
13 1 (0.029%) Oracle RAC
13 1 (0.029%) Samba
13 1 (0.029%) Tivoli Workload Scheduler
13 1 (0.029%) VMware ESX
Systems Management
1 175 (5.15%) Puppet
2 123 (3.62%) Opscode Chef
3 118 (3.48%) Ansible
4 72 (2.12%) Hadoop YARN
4 72 (2.12%) Kubernetes
5 60 (1.77%) Mesos
6 54 (1.59%) Oozie
7 24 (0.71%) Ambari
8 21 (0.62%) logstash
9 18 (0.53%) yum
10 16 (0.47%) Kibana
10 16 (0.47%) Salt
11 10 (0.29%) EnCase
12 9 (0.27%) Graphite
13 8 (0.24%) Host Intrusion Detection System
14 7 (0.21%) Nagios
15 6 (0.18%) Consul
15 6 (0.18%) ZABBIX
16 5 (0.15%) Jitterbit
16 5 (0.15%) WebSphere Cast Iron
Vendors
1 351 (10.34%) Oracle
2 246 (7.25%) Tableau
3 217 (6.39%) Cloudera
4 195 (5.74%) Microsoft
5 146 (4.30%) Google
6 135 (3.98%) Hortonworks
6 135 (3.98%) SAP
7 123 (3.62%) Informatica
8 106 (3.12%) IBM
9 73 (2.15%) MuleSoft
10 65 (1.91%) Netezza
11 51 (1.50%) MicroStrategy
11 51 (1.50%) Teradata
12 50 (1.47%) Talend
13 47 (1.38%) Cognos
14 45 (1.33%) Facebook
15 44 (1.30%) Splunk
16 43 (1.27%) Greenplum
17 37 (1.09%) Salesforce.com
18 36 (1.06%) Ab Initio
West London
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: 20 hours ago
London
Sanderson
Salary: £65000 - £120000 per annum + Benefits
Posted: 14 hours ago
Central London / West End
Client Server
Salary: £65k to £80k + benefits
Posted: 15 hours ago
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens + share options
Posted: 22 hours ago
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: 16 hours ago
Central London / West End
Nationwide People Ltd
Salary: £400 - £450 Per Annum
Posted: 13 hours ago
City, London
Energon People
Salary: £45000.00 - £55000.00 per annum + benefits + bonus
Posted: 9 hours ago
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: 13 hours ago
City, London
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: 15 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 14 hours ago
North London
The Bridge Ltd
Salary: From £80,000 to £110,000 per annum £7,000 car allowance, 25% annual bo
Posted: 13 hours ago
South West London
Understanding Recruitment
Salary: £35000 - £45000 per annum + Benefits
Posted: Yesterday
North West London
Understanding Recruitment
Salary: £60000 - £75000 per annum + Benefits
Posted: Yesterday
South East London
Vantage Recruitment Solutions Ltd
Salary: From £60,000 to £70,000 per annum Annual Bonus 15%, Tech allowance £20
Posted: 19 hours ago
London
Colston Consulting
Salary: £70000 - £95000 per annum, Benefits Excellent benefit
Posted: 3 days ago
City, London
Harvey Nash plc
Salary: £90000 - £100000 per annum + £6,200 car allowance +package
Posted: 9 hours ago
Central London / West End
Initi8 Recruitment
Salary: £55000 - £65000 Per Annum
Posted: 3 days ago
West London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 3 days ago
City, London
JM
Posted: 3 days ago
Central London / West End
Harris Global
Salary: From £55,000 to £75,000 per annum Benefits + Bonus (market leading)
Posted: 3 days ago
City, London
Jenkins Jacob
Salary: Up to £110,000 per annum plus generous bonus and benefits
Posted: 3 days ago
London
Colston Consulting
Salary: £60000 - £80000 per annum, Benefits Excellent benefit and bonus
Posted: 3 days ago
South West London
Colston Consulting
Salary: £60000 - £90000 per annum, Benefits Excellent benefit and bonus
Posted: 3 days ago
London
Colston Consulting
Salary: £0 - £110000 per annum, Benefits Excellent benefits
Posted: 3 days ago
Central London / West End
Total Recruitment Specialists Limited / TRG / Total recruitment group
Posted: 3 days ago
City, London
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: 4 days ago
London
Initi8 Recruitment
Salary: £70000 - £84000 Per Annum
Posted: 4 days ago
London
People Source Consulting
Salary: £40000 - £80000 per annum + Bonus and benefits package
Posted: 4 days ago
London
Harrington Starr
Salary: £80000 - £90000 per annum + bonus, benefits + training
Posted: Yesterday
London
DCL Search & Selection
Salary: £65000 - £70000 per annum + Benefits
Posted: 3 days ago