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

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 60 60 102
Rank change year-on-year
0 +42
Permanent jobs citing Big Data 1633 2039 1311
As % of all permanent IT jobs located in London 4.64% 4.72% 2.92%
As % of the Database & Business Intelligence category 15.65% 15.02% 9.68%
Number of salaries quoted 1427 1711 1109
Median salary £70,000 £65,000 £62,500
Median salary % change year-on-year
+7.69% +4.00%
90% offered a salary of more than £45,450 £45,000 £42,500
10% offered a salary of more than £100,000 £100,000 £87,500
UK excluding London median salary £53,000 £50,250 £47,500
% change year-on-year
+5.47% +5.78%
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
10433 13575 13539
As % of all permanent IT jobs located in London 29.64% 31.42% 30.16%
Number of salaries quoted 9083 11586 11677
Median salary £60,000 £55,500 £55,000
Median salary % change year-on-year
+8.10% +0.90%
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 £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 10 December 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 10 December 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 -28 203 £67,500 +3.84% 50
Kingston Upon Thames -6 10 £65,000 +44.44% 5
Chiswick +1 9 £57,500 +45.56% 1
Westminster -7 7 £82,500 +10.00%
Croydon - 7 £67,500 -
Clapham - 4 £50,000 -
Wimbledon - 4 £50,000 -
Hounslow - 3 £60,000 -
Canary Wharf -7 2 £77,500 -3.12%
Greenwich - 2 - -
Docklands, London +6 1 £70,000 -1.75%
Big Data
England

Big Data
Top 30 Related IT Skills in London

For the 6 months to 10 December 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 1357 (42.20%) Agile Software Development
2 1321 (41.08%) Java
3 1186 (36.88%) Hadoop
4 1139 (35.42%) Analytics
5 961 (29.88%) Python
6 886 (27.55%) SQL
7 841 (26.15%) Finance
8 822 (25.56%) Apache Spark
9 749 (23.29%) NoSQL
10 729 (22.67%) Scala
11 642 (19.96%) Business Intelligence
12 596 (18.53%) Degree
13 536 (16.67%) Amazon AWS
14 529 (16.45%) TDD
15 485 (15.08%) Machine Learning
16 479 (14.89%) Computer Science
17 448 (13.93%) Data Warehouse
17 448 (13.93%) Software Engineering
18 447 (13.90%) Data Analytics
19 413 (12.84%) JavaScript
20 410 (12.75%) MongoDB
21 390 (12.13%) ETL
22 379 (11.78%) Scrum
23 377 (11.72%) Linux
24 375 (11.66%) C#
25 356 (11.07%) Apache Hive
26 349 (10.85%) Banking
27 343 (10.67%) Analytical Skills
28 338 (10.51%) DevOps
29 312 (9.70%) 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
1 822 (25.56%) Apache Spark
2 204 (6.34%) Apache
3 184 (5.72%) Elasticsearch
4 181 (5.63%) Apache Pig
5 144 (4.48%) SAS
6 112 (3.48%) Apache Solr
7 68 (2.11%) Tomcat
8 52 (1.62%) JBoss
9 51 (1.59%) Jetty
10 46 (1.43%) WebSphere
11 37 (1.15%) WebLogic
12 33 (1.03%) SharePoint
13 31 (0.96%) OpenStack
14 28 (0.87%) CMS
15 18 (0.56%) Adobe Experience Manager
16 16 (0.50%) Confluence
16 16 (0.50%) Mule
17 15 (0.47%) WildFly
18 11 (0.34%) Cloud Foundry
19 10 (0.31%) WebSphere Application Server
Applications
1 124 (3.86%) MS Excel
2 67 (2.08%) SPSS
3 22 (0.68%) MS PowerPoint
4 19 (0.59%) MS Office
5 8 (0.25%) MS Visio
6 6 (0.19%) OmniGraffle
7 5 (0.16%) Chatbot
7 5 (0.16%) Gephi
7 5 (0.16%) MS Project
7 5 (0.16%) Stata
8 4 (0.12%) Spreadsheet
9 3 (0.093%) Mathematica
10 2 (0.062%) CPLEX
10 2 (0.062%) Photoshop
11 1 (0.031%) Adobe Creative Suite
11 1 (0.031%) EViews
11 1 (0.031%) GNU Octave
11 1 (0.031%) Mingle
Business Applications
1 12 (0.37%) SAP Oil and Gas
2 11 (0.34%) Bloomberg TOMS
3 8 (0.25%) BusinessWorks
4 7 (0.22%) Magento
5 6 (0.19%) Eloqua
5 6 (0.19%) Oracle CRM
6 5 (0.16%) SAP ERP
7 4 (0.12%) SAP HR
7 4 (0.12%) TIBCO BusinessEvents
8 3 (0.093%) HFM
8 3 (0.093%) Unica
9 2 (0.062%) Adobe Campaign
9 2 (0.062%) Hyperion Enterprise
9 2 (0.062%) Hyperion Planning
9 2 (0.062%) SAP CO
9 2 (0.062%) SAP FI
9 2 (0.062%) SAP FI/CO
10 1 (0.031%) Salesforce.com CRM
10 1 (0.031%) SAP BPC
10 1 (0.031%) WebTrends
Cloud Services
1 536 (16.67%) Amazon AWS
2 208 (6.47%) Microsoft Azure
3 173 (5.38%) SaaS
4 121 (3.76%) Cloud Computing
5 101 (3.14%) Google Cloud Platform
6 88 (2.74%) Amazon EMR
7 83 (2.58%) Amazon EC2
8 74 (2.30%) Amazon S3
8 74 (2.30%) PaaS
9 66 (2.05%) GitHub
10 44 (1.37%) IaaS
11 34 (1.06%) Amazon Kinesis
12 30 (0.93%) Google Analytics
13 25 (0.78%) Amazon ELB
14 23 (0.72%) AWS Elastic Beanstalk
15 21 (0.65%) Route 53
16 20 (0.62%) Virtual Private Cloud
17 16 (0.50%) Data Lake Analytics
18 15 (0.47%) Adobe Analytics
19 14 (0.44%) Office 365
Communications & Networking
1 114 (3.54%) Internet
2 49 (1.52%) HTTP
3 34 (1.06%) Firewall
4 18 (0.56%) HTTPS
4 18 (0.56%) Kerberos
5 13 (0.40%) TCP/IP
6 10 (0.31%) Network Security
7 9 (0.28%) DNS
8 8 (0.25%) FTP
9 7 (0.22%) Wireshark
10 6 (0.19%) NAS
10 6 (0.19%) SAN
10 6 (0.19%) SSL
10 6 (0.19%) tcpdump
11 5 (0.16%) Intranet
11 5 (0.16%) LDAP
12 4 (0.12%) Unified Communications
13 3 (0.093%) LAN
13 3 (0.093%) Multicast
13 3 (0.093%) WebEx
Database & Business Intelligence
1 1186 (36.88%) Hadoop
2 749 (23.29%) NoSQL
3 448 (13.93%) Data Warehouse
4 410 (12.75%) MongoDB
5 356 (11.07%) Apache Hive
6 312 (9.70%) Apache Cassandra
6 312 (9.70%) SQL Server
7 284 (8.83%) Relational Database
8 242 (7.52%) HBase
9 188 (5.85%) MySQL
10 163 (5.07%) RDBMS
11 159 (4.94%) PostgreSQL
12 156 (4.85%) SQL Server Integration Services
13 129 (4.01%) QlikView
14 123 (3.82%) SQL Server Reporting Services
15 117 (3.64%) Data Mining
16 113 (3.51%) Amazon Redshift
17 108 (3.36%) Neo4j
18 103 (3.20%) SQL Server Analysis Services
19 90 (2.80%) Power BI
Development Applications
1 176 (5.47%) Git (software)
2 144 (4.48%) Jenkins
3 76 (2.36%) JIRA
4 62 (1.93%) Maven
5 53 (1.65%) Selenium
6 50 (1.55%) Cucumber
7 43 (1.34%) Talend Open Studio
8 39 (1.21%) JUnit
9 33 (1.03%) Subversion
10 31 (0.96%) Mockito
11 21 (0.65%) Visual Studio
12 20 (0.62%) TeamCity
12 20 (0.62%) WebDriver
13 19 (0.59%) SpecFlow
14 18 (0.56%) IntelliJ
15 16 (0.50%) Sonatype Nexus
16 14 (0.44%) Jasmine
16 14 (0.44%) PhantomJS
16 14 (0.44%) Vagrant
17 13 (0.40%) Hudson
General
1 841 (26.15%) Finance
2 349 (10.85%) Banking
3 310 (9.64%) Marketing
4 251 (7.80%) Retail
5 185 (5.75%) Games
6 166 (5.16%) Telecoms
7 106 (3.30%) Advertising
8 94 (2.92%) Investment Banking
9 73 (2.27%) Front Office
10 71 (2.21%) Legal
11 54 (1.68%) Publishing
12 46 (1.43%) Law
13 43 (1.34%) Back Office
14 41 (1.27%) Financial Institution
15 30 (0.93%) Manufacturing
16 19 (0.59%) Music Industry
17 17 (0.53%) Automotive
18 14 (0.44%) Electronics
19 7 (0.22%) Military
19 7 (0.22%) Retail Banking
Job Titles
1 1100 (34.20%) Developer
2 521 (16.20%) Architect
3 455 (14.15%) Java Developer
4 308 (9.58%) Data Architect
5 272 (8.46%) Senior Developer
6 227 (7.06%) Big Data Developer
7 216 (6.72%) Consultant
8 215 (6.69%) Data Engineer
9 204 (6.34%) Big Data Architect
9 204 (6.34%) Data Scientist
10 199 (6.19%) Analyst
11 175 (5.44%) Big Data Engineer
12 174 (5.41%) Scala Developer
13 150 (4.66%) Software Engineer
14 138 (4.29%) Senior Java Developer
15 104 (3.23%) C# Developer
16 103 (3.20%) Hadoop Developer
17 99 (3.08%) Java Engineer
17 99 (3.08%) Java Scala Developer
18 96 (2.99%) Data Consultant
Libraries, Frameworks & Software Standards
1 297 (9.24%) .NET
2 264 (8.21%) Web Services
3 262 (8.15%) HTML
4 224 (6.97%) AngularJS
4 224 (6.97%) Spring
5 216 (6.72%) Kafka
5 216 (6.72%) REST
6 187 (5.81%) Node.js
7 166 (5.16%) CSS
8 131 (4.07%) Akka
9 122 (3.79%) HTML5
10 111 (3.45%) XML
11 109 (3.39%) React
12 104 (3.23%) JSON
12 104 (3.23%) RESTful
13 85 (2.64%) Hibernate
14 80 (2.49%) SOAP
15 74 (2.30%) jQuery
16 70 (2.18%) Lucene
17 57 (1.77%) Natural Language Processing
Miscellaneous
1 479 (14.89%) Computer Science
2 343 (10.67%) Analytical Skills
3 300 (9.33%) Algorithms
4 293 (9.11%) Visualisation
5 226 (7.03%) Mathematics
6 201 (6.25%) Statistics
7 117 (3.64%) User Experience
8 113 (3.51%) Data Integration
9 111 (3.45%) Fintech
10 106 (3.30%) Data Structures
11 101 (3.14%) Mobile App
12 96 (2.99%) Artificial Intelligence
13 82 (2.55%) Credit Risk
14 81 (2.52%) Enterprise Software
15 73 (2.27%) Management Information System
16 66 (2.05%) Derivative
17 58 (1.80%) Physics
18 56 (1.74%) Social Media
19 48 (1.49%) Foreign Exchange (FX)
20 46 (1.43%) Data Centre
Operating Systems
1 377 (11.72%) Linux
2 120 (3.73%) Unix
3 109 (3.39%) Windows
4 45 (1.40%) Ubuntu
5 40 (1.24%) Apple iOS
6 39 (1.21%) Android
7 24 (0.75%) Solaris
8 23 (0.72%) Mac OS X
9 19 (0.59%) Red Hat Enterprise Linux
10 15 (0.47%) CentOS
11 12 (0.37%) AIX
12 11 (0.34%) Debian
13 8 (0.25%) HPUX
14 4 (0.12%) Windows Server
14 4 (0.12%) Windows XP
15 3 (0.093%) Windows 7
16 2 (0.062%) Windows 8
17 1 (0.031%) CoreOS
17 1 (0.031%) Mesosphere
17 1 (0.031%) Windows Server 2003
Processes & Methodologies
1 1357 (42.20%) Agile Software Development
2 1139 (35.42%) Analytics
3 642 (19.96%) Business Intelligence
4 529 (16.45%) TDD
5 485 (15.08%) Machine Learning
6 448 (13.93%) Software Engineering
7 447 (13.90%) Data Analytics
8 390 (12.13%) ETL
9 379 (11.78%) Scrum
10 338 (10.51%) DevOps
11 300 (9.33%) Open Source
12 287 (8.92%) Continuous Integration
13 285 (8.86%) E-Commerce
14 243 (7.56%) MapReduce
15 241 (7.49%) OO
16 226 (7.03%) Data Modelling
17 212 (6.59%) BDD
18 207 (6.44%) Data Management
19 202 (6.28%) Big Data Analytics
20 191 (5.94%) Mentoring
Programming Languages
1 1321 (41.08%) Java
2 961 (29.88%) Python
3 886 (27.55%) SQL
4 729 (22.67%) Scala
5 413 (12.84%) JavaScript
6 375 (11.66%) C#
7 288 (8.96%) R
8 162 (5.04%) Ruby
9 156 (4.85%) C++
10 140 (4.35%) PHP
11 134 (4.17%) Perl
12 86 (2.67%) Bash Shell
13 85 (2.64%) Go
14 83 (2.58%) T-SQL
15 69 (2.15%) Groovy
16 62 (1.93%) C
17 57 (1.77%) MATLAB
18 48 (1.49%) Clojure
19 43 (1.34%) VBA
20 40 (1.24%) Shell Script
Qualifications
1 596 (18.53%) Degree
2 189 (5.88%) PhD
3 86 (2.67%) Security Cleared
4 44 (1.37%) CISSP
5 43 (1.34%) Microsoft Certification
6 33 (1.03%) Cisco Certification
7 28 (0.87%) DV Cleared
8 27 (0.84%) SANS
8 27 (0.84%) SC Cleared
9 21 (0.65%) (ISC)2 CCSP
9 21 (0.65%) CCSP
10 16 (0.50%) CISM
11 15 (0.47%) BC Cleared
11 15 (0.47%) ISEB
12 13 (0.40%) Postgraduate
13 12 (0.37%) CCNA
14 11 (0.34%) CISA
14 11 (0.34%) MCTS
14 11 (0.34%) PMI Certification
15 9 (0.28%) GIAC
Quality Assurance & Compliance
1 115 (3.58%) QA
2 86 (2.67%) Data Quality
3 25 (0.78%) MiFID
4 20 (0.62%) GCP
5 10 (0.31%) SLA
6 7 (0.22%) ISO/IEC 27001
7 6 (0.19%) PCI DSS
8 5 (0.16%) ISO 9000
9 4 (0.12%) Basel III
9 4 (0.12%) Dodd-Frank
10 3 (0.093%) SNOMED CT
11 2 (0.062%) GPG13
11 2 (0.062%) ISO/IEC 17799
11 2 (0.062%) ISO27002
11 2 (0.062%) SDET
12 1 (0.031%) CRD IV
12 1 (0.031%) FATCA
12 1 (0.031%) ISO 9001
12 1 (0.031%) ISO20022
12 1 (0.031%) Solvency II
System Software
1 179 (5.57%) Docker
2 152 (4.73%) HDFS
3 111 (3.45%) Apache Flume
4 32 (1.00%) Virtual Machines
5 26 (0.81%) Apache ZooKeeper
6 14 (0.44%) VMware Infrastructure
7 10 (0.31%) VirtualBox
8 9 (0.28%) Active Directory
8 9 (0.28%) Tivoli Workload Scheduler
9 6 (0.19%) Hyper-V
10 4 (0.12%) PowerHA
11 2 (0.062%) etcd
11 2 (0.062%) GridGain
11 2 (0.062%) KVM
11 2 (0.062%) Snort
12 1 (0.031%) NFS
12 1 (0.031%) Samba
12 1 (0.031%) Terminal Services
12 1 (0.031%) VMware ESX
12 1 (0.031%) Xen
Systems Management
1 164 (5.10%) Opscode Chef
2 158 (4.91%) Puppet
3 150 (4.66%) Ansible
4 75 (2.33%) Kubernetes
5 62 (1.93%) Oozie
6 44 (1.37%) Hadoop YARN
7 32 (1.00%) Salt
8 30 (0.93%) Mesos
9 20 (0.62%) Kibana
10 19 (0.59%) logstash
11 18 (0.56%) Ambari
12 15 (0.47%) Tivoli
13 13 (0.40%) Nagios
14 12 (0.37%) OpenAM
15 8 (0.25%) yum
16 5 (0.16%) EnCase
16 5 (0.16%) Icinga
16 5 (0.16%) Perfmon
16 5 (0.16%) Rundeck
16 5 (0.16%) Zenoss
Vendors
1 261 (8.12%) Oracle
2 236 (7.34%) Tableau
3 225 (7.00%) Microsoft
4 171 (5.32%) Google
5 117 (3.64%) Cloudera
6 107 (3.33%) SAP
7 79 (2.46%) Hortonworks
8 59 (1.83%) IBM
9 53 (1.65%) Informatica
10 47 (1.46%) MuleSoft
11 43 (1.34%) Talend
12 42 (1.31%) Splunk
13 39 (1.21%) Netezza
14 38 (1.18%) Red Hat
15 36 (1.12%) MicroStrategy
16 32 (1.00%) Salesforce.com
17 31 (0.96%) Adobe
18 30 (0.93%) Teradata
18 30 (0.93%) TIBCO
19 25 (0.78%) Cognizant
London
McGregor Boyall
Salary: £100000 - £150000 per annum + bonus
Posted: Yesterday
City, London
Oliver Bernard
Salary: £70000 - £80000 per annum + Excellent benefits
Posted: Yesterday
London
Burns Sheehan
Salary: £65000 - £85000 per annum + bonus + benefits
Posted: Yesterday
London
Churchill Frank
Salary: £70000 - £80000 per annum
Posted: 22 hours ago
London
First Point
Salary: £60000.00 - £90000.00 per annum + Package
Posted: Yesterday
South East London
Client Server
Salary: £75k to £90k + benefits
Posted: 23 hours ago
London
ARC IT Recruitment Ltd
Salary: £90,000 + Benefits
Posted: 23 hours ago
London
We Are Aspire Ltd
Salary: £45000 - £65000 per annum + Depending on Experience
Posted: Yesterday
London
Colston Consulting
Salary: £80000 - £120000 per annum, Benefits Excellent benefits
Posted: 22 hours ago
London
Oliver James Associates
Salary: £50000 - £75000 per annum + pension, healthcare, equity, bonus
Posted: Yesterday
London
McGregor Boyall
Salary: £60000 - £90000 per annum + bonus
Posted: Yesterday
London
ARC IT Recruitment Ltd
Salary: £55k Per Annum + benefits
Posted: 23 hours ago
London
ARC IT Recruitment Ltd
Posted: 22 hours ago
London
Colston Consulting
Salary: £60000 - £85000 per annum, Benefits Excellent Benefit and Bonus
Posted: 22 hours ago
London
First Point
Salary: £70000.00 - £80000.00 per annum + Benefits
Posted: Yesterday
City, London
Parallel Consulting
Salary: £90000 - £110000 per annum
Posted: 2 days ago
London
Harrington Starr
Salary: £35000 - £450000 per annum
Posted: 2 days ago
London
Eames Consulting
Salary: £55000 - £80000 per annum + Benefits
Posted: Yesterday
London
FPSG Connect
Salary: £50000 - £85000 per annum + Excellent Benefits, Career & Travel
Posted: Yesterday
London
McGregor Boyall
Salary: £90000 - £100000 per annum + Benefits
Posted: 2 days ago
London
ARC IT Recruitment Ltd
Salary: £60,000 per annum + Benefits
Posted: 23 hours ago
City, London
Harrington Starr
Salary: £80000 - £110000 per annum + Bonus
Posted: 2 days ago
City, London
Energon People
Salary: £80000.00 - £120000.00 per annum + benefits + bonus
Posted: Yesterday
London
Salt
Salary: £500 - £700 per day
Posted: 2 days ago
London
First Point
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: Yesterday
Central London / West End
Intelletec
Salary: Up to £60,000 per annum depending on experience
Posted: Yesterday
London
TEKsystems
Salary: £60000 - £90000 per annum + bonus and benefits
Posted: 2 days ago
City, London
Parallel Consulting
Salary: £75 - £65000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £85 000 - £95 000 (+ top tier package and benefits!!!)
Posted: 2 days ago
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £120000 per annum
Posted: 3 days ago