The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
England / London
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 69 73 74
Rank change year-on-year +4 +1  
Permanent jobs citing Big Data 1589 1608 1683
As % of all permanent IT jobs advertised in London 4.38% 4.07% 3.76%
As % of the Database & Business Intelligence category 14.56% 13.83% 11.68%
Number of salaries quoted 1277 1341 1404
Median salary £67,500 £67,500 £65,000
Median salary % change year-on-year - +3.84%  
90% offered a salary of more than £50,000 £50,000 £45,000
10% offered a salary of more than £100,000 £100,000 £95,000
UK excluding London median salary £55,000 £55,000 £50,000
% change year-on-year - +10.00%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
London
Permanent job vacancies with a requirement for database and business intelligence skills 10916 11625 14412
As % of all permanent IT job vacancies advertised in London 30.06% 29.45% 32.19%
Number of salaries quoted 9084 10113 12237
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £40,000 £39,000
10% offered a salary of more than £82,500 £80,000 £80,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data 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 in London.

Salary trend for Big Data in London

Big Data
Salary Histogram in London

The salary distribution of IT jobs citing Big Data in London over the 3 months to 25 June 2017.

Salary histogram for Big Data 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 June 2017. 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 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 -13 166 £62,500 +4.16% 58
West End of London +7 14 £57,500 -11.53% 12
Hounslow - 9 £62,500 -
Ruislip - 8 £55,000 -
Chiswick - 8 £57,500 -
Docklands, London +1 3 £50,000 -44.44%
Hammersmith -19 3 £115,000 +109.09%
Uxbridge - 3 £70,000 -
Croydon +5 2 - - 4
Canary Wharf - 1 £77,500 -
Southwark - 1 £60,000 -
Big Data
England

For the 6 months to 25 June 2017, 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 1340 (41.59%) Agile Software Development
2 1236 (38.36%) Analytics
3 1191 (36.96%) Java
4 1115 (34.61%) Hadoop
5 945 (29.33%) Python
6 906 (28.12%) SQL
7 904 (28.06%) Apache Spark
8 810 (25.14%) Finance
9 679 (21.07%) Business Intelligence
10 665 (20.64%) NoSQL
11 581 (18.03%) Scala
12 567 (17.60%) Machine Learning
13 541 (16.79%) Amazon AWS
14 506 (15.70%) Data Warehouse
15 486 (15.08%) Degree
16 472 (14.65%) ETL
17 459 (14.25%) JavaScript
18 440 (13.66%) SQL Server
19 423 (13.13%) Scrum
20 417 (12.94%) R
21 413 (12.82%) DevOps
22 412 (12.79%) Linux
23 407 (12.63%) Analytical Skills
24 400 (12.41%) TDD
25 392 (12.17%) Computer Science
26 380 (11.79%) Apache Hive
27 361 (11.20%) Microsoft
28 359 (11.14%) MongoDB
29 344 (10.68%) Microsoft Azure
30 341 (10.58%) Kafka

Big Data
Co-occurring 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
1 904 (28.06%) Apache Spark
2 228 (7.08%) Apache
3 194 (6.02%) SAS
4 167 (5.18%) Elasticsearch
5 140 (4.35%) Apache Pig
6 102 (3.17%) Apache Solr
7 61 (1.89%) OpenStack
8 57 (1.77%) Tomcat
9 55 (1.71%) WebSphere
10 51 (1.58%) JBoss
11 49 (1.52%) Confluence
12 40 (1.24%) CMS
12 40 (1.24%) Jetty
13 30 (0.93%) WebLogic
14 25 (0.78%) Oracle SOA Suite
15 15 (0.47%) IIS
16 14 (0.43%) SharePoint
17 11 (0.34%) WebSphere Application Server
18 10 (0.31%) Adobe Experience Manager
18 10 (0.31%) nginx
Applications
1 85 (2.64%) Microsoft Excel
2 77 (2.39%) SPSS
3 32 (0.99%) Microsoft PowerPoint
4 25 (0.78%) Microsoft Office
5 5 (0.16%) Chatbot
6 3 (0.093%) MS Visio
6 3 (0.093%) Spreadsheet
6 3 (0.093%) SPSS Modeler
7 2 (0.062%) Gephi
7 2 (0.062%) Stata
7 2 (0.062%) Weka
8 1 (0.031%) Adobe Creative Suite
8 1 (0.031%) EViews
8 1 (0.031%) Flinto
8 1 (0.031%) InVision
8 1 (0.031%) Microsoft Project
8 1 (0.031%) OmniGraffle
8 1 (0.031%) Pixate
Business Applications
1 24 (0.74%) SAP Oil and Gas
2 8 (0.25%) Dynamics CRM
2 8 (0.25%) Eloqua
2 8 (0.25%) SessionCam
2 8 (0.25%) Social Studio
3 7 (0.22%) HFM
3 7 (0.22%) Hyperion Enterprise
3 7 (0.22%) Oracle Applications
3 7 (0.22%) Remedy AR System
3 7 (0.22%) Remedy ITSM
4 3 (0.093%) BusinessWorks
4 3 (0.093%) Hyperion Planning
4 3 (0.093%) SAP ERP
5 2 (0.062%) Magento
5 2 (0.062%) Oracle EBS
5 2 (0.062%) Oracle ERP
5 2 (0.062%) Oracle Payables
5 2 (0.062%) Payment Gateway
5 2 (0.062%) Salesforce.com CRM
5 2 (0.062%) TIBCO BusinessEvents
Cloud Services
1 541 (16.79%) Amazon AWS
2 344 (10.68%) Microsoft Azure
3 171 (5.31%) SaaS
4 120 (3.72%) Google Cloud Platform
5 78 (2.42%) GitHub
6 77 (2.39%) Cloud Computing
7 56 (1.74%) Azure Machine Learning
8 43 (1.33%) Google Analytics
9 40 (1.24%) PaaS
10 35 (1.09%) IaaS
11 34 (1.06%) Amazon EMR
12 31 (0.96%) Amazon EC2
13 26 (0.81%) Adobe Analytics
14 24 (0.74%) Amazon S3
15 16 (0.50%) AWS CloudFormation
16 15 (0.47%) AWS Lambda
17 13 (0.40%) Office 365
18 9 (0.28%) Amazon Kinesis
19 6 (0.19%) OpenShift
20 5 (0.16%) Azure Data Factory
Communications & Networking
1 83 (2.58%) Internet
2 37 (1.15%) Network Security
3 32 (0.99%) Kerberos
4 27 (0.84%) Firewall
4 27 (0.84%) HTTP
5 18 (0.56%) LDAP
5 18 (0.56%) SSL
6 11 (0.34%) TCP/IP
7 10 (0.31%) DNS
8 9 (0.28%) DSL
9 8 (0.25%) OpenVPN
10 7 (0.22%) VPN
11 6 (0.19%) Wireless
12 5 (0.16%) SAN
12 5 (0.16%) Wireshark
13 4 (0.12%) DMZ
13 4 (0.12%) HTTPS
13 4 (0.12%) IPsec
13 4 (0.12%) SNMP
14 3 (0.093%) DHCP
Database & Business Intelligence
1 1115 (34.61%) Hadoop
2 665 (20.64%) NoSQL
3 506 (15.70%) Data Warehouse
4 440 (13.66%) SQL Server
5 380 (11.79%) Apache Hive
6 359 (11.14%) MongoDB
7 338 (10.49%) Apache Cassandra
8 285 (8.85%) Relational Database
9 241 (7.48%) SQL Server Integration Services
10 239 (7.42%) HBase
11 211 (6.55%) MySQL
12 188 (5.83%) SQL Server Reporting Services
13 173 (5.37%) SQL Server Analysis Services
14 163 (5.06%) Power BI
15 157 (4.87%) QlikView
16 153 (4.75%) Data Mining
17 138 (4.28%) RDBMS
18 118 (3.66%) Redis
19 113 (3.51%) PostgreSQL
20 84 (2.61%) Amazon Redshift
Development Applications
1 212 (6.58%) Git (software)
2 188 (5.83%) Jenkins
3 143 (4.44%) JIRA
4 122 (3.79%) Selenium
5 61 (1.89%) Maven
6 52 (1.61%) Cucumber
6 52 (1.61%) Talend Open Studio
7 47 (1.46%) Calabash
8 39 (1.21%) Bitbucket
9 38 (1.18%) JUnit
10 33 (1.02%) Hudson
11 32 (0.99%) Mockito
11 32 (0.99%) Subversion
12 28 (0.87%) WebDriver
13 23 (0.71%) Appium
13 23 (0.71%) TeamCity
14 20 (0.62%) Jasmine
15 19 (0.59%) Atlassian Bamboo
15 19 (0.59%) Eclipse
16 18 (0.56%) Gerrit
General
1 810 (25.14%) Finance
2 310 (9.62%) Retail
3 299 (9.28%) Marketing
4 288 (8.94%) Banking
5 108 (3.35%) Games
6 104 (3.23%) Telecoms
7 93 (2.89%) Legal
8 85 (2.64%) Advertising
9 72 (2.23%) Investment Banking
10 54 (1.68%) Publishing
11 49 (1.52%) Front Office
12 36 (1.12%) Manufacturing
13 24 (0.74%) Electronics
14 18 (0.56%) Pharmaceutical
14 18 (0.56%) Retail Banking
15 17 (0.53%) Financial Institution
16 14 (0.43%) Law
17 12 (0.37%) Automotive
18 8 (0.25%) Aerospace
18 8 (0.25%) Back Office
Job Titles
1 937 (29.08%) Developer
2 455 (14.12%) Architect
3 306 (9.50%) Data Engineer
4 292 (9.06%) Java Developer
5 253 (7.85%) Data Scientist
6 249 (7.73%) Consultant
7 211 (6.55%) Big Data Engineer
8 202 (6.27%) Senior Developer
9 199 (6.18%) Data Architect
10 196 (6.08%) Analyst
11 159 (4.93%) Big Data Developer
12 134 (4.16%) Scala Developer
13 132 (4.10%) Big Data Architect
14 123 (3.82%) SQL Developer
15 117 (3.63%) Solutions Architect
16 107 (3.32%) Data Consultant
17 96 (2.98%) JavaScript Developer
18 87 (2.70%) Java Engineer
19 86 (2.67%) Senior Java Developer
20 85 (2.64%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 341 (10.58%) Kafka
2 283 (8.78%) AngularJS
3 263 (8.16%) .NET
4 245 (7.60%) Node.js
5 202 (6.27%) Web Services
6 199 (6.18%) Spring
7 196 (6.08%) React
8 174 (5.40%) REST
9 168 (5.21%) HTML
10 149 (4.62%) RESTful
11 119 (3.69%) CSS
12 90 (2.79%) JSON
12 90 (2.79%) XML
13 84 (2.61%) HTML5
14 75 (2.33%) Natural Language Processing
15 70 (2.17%) Hibernate
16 63 (1.96%) Akka
17 60 (1.86%) MDX
18 55 (1.71%) CSS3
18 55 (1.71%) SOAP
Miscellaneous
1 407 (12.63%) Analytical Skills
2 392 (12.17%) Computer Science
3 266 (8.26%) Greenfield Project
4 250 (7.76%) Algorithms
5 167 (5.18%) Fintech
6 126 (3.91%) Enterprise Software
7 99 (3.07%) User Experience
8 83 (2.58%) Social Media
9 80 (2.48%) Credit Risk
10 72 (2.23%) Data Structures
11 65 (2.02%) Management Information System
12 64 (1.99%) Internet of Things
13 53 (1.64%) Foreign Exchange (FX)
14 50 (1.55%) Derivative
15 44 (1.37%) Data Centre
16 35 (1.09%) Virtual Team
17 30 (0.93%) Mobile App
18 28 (0.87%) Digital Media
19 25 (0.78%) Clustering
20 24 (0.74%) Hedge funds
Operating Systems
1 412 (12.79%) Linux
2 73 (2.27%) Unix
2 73 (2.27%) Windows
3 57 (1.77%) Android
4 53 (1.64%) Apple iOS
5 22 (0.68%) CentOS
6 21 (0.65%) Red Hat Enterprise Linux
7 20 (0.62%) Ubuntu
8 13 (0.40%) Windows Server
9 10 (0.31%) Debian
10 7 (0.22%) Mac OS X
11 5 (0.16%) Solaris
12 3 (0.093%) AIX
12 3 (0.093%) HPUX
13 2 (0.062%) Mesosphere
13 2 (0.062%) Windows Phone
13 2 (0.062%) Windows Server 2008
13 2 (0.062%) Windows Server 2012
14 1 (0.031%) CoreOS
14 1 (0.031%) Embedded Linux
Processes & Methodologies
1 1340 (41.59%) Agile Software Development
2 1236 (38.36%) Analytics
3 679 (21.07%) Business Intelligence
4 567 (17.60%) Machine Learning
5 472 (14.65%) ETL
6 423 (13.13%) Scrum
7 413 (12.82%) DevOps
8 400 (12.41%) TDD
9 335 (10.40%) Data Analytics
10 323 (10.02%) Visualisation
11 321 (9.96%) Software Engineering
12 299 (9.28%) E-Commerce
13 296 (9.19%) Mentoring
14 275 (8.54%) Microservices
15 245 (7.60%) Continuous Integration
16 239 (7.42%) Mathematics
17 237 (7.36%) Data Modelling
18 236 (7.32%) Open Source
19 208 (6.46%) Test Automation
20 187 (5.80%) Data Visualisation
Programming Languages
1 1191 (36.96%) Java
2 945 (29.33%) Python
3 906 (28.12%) SQL
4 581 (18.03%) Scala
5 459 (14.25%) JavaScript
6 417 (12.94%) R
7 245 (7.60%) C#
8 153 (4.75%) T-SQL
9 133 (4.13%) C++
10 126 (3.91%) Ruby
11 107 (3.32%) PHP
12 97 (3.01%) Bash Shell
13 90 (2.79%) Go
14 86 (2.67%) Perl
15 60 (1.86%) C
16 44 (1.37%) Data Analysis Expressions (DAX)
16 44 (1.37%) MATLAB
17 38 (1.18%) Clojure
18 28 (0.87%) ES6
19 25 (0.78%) Groovy
Qualifications
1 486 (15.08%) Degree
2 186 (5.77%) PhD
3 128 (3.97%) Computer Science Degree
4 60 (1.86%) Master's Degree
5 50 (1.55%) Security Cleared
6 42 (1.30%) Numerate Degree
7 36 (1.12%) Microsoft Certification
8 32 (0.99%) SC Cleared
9 30 (0.93%) DV Cleared
10 28 (0.87%) PMI Certification
11 25 (0.78%) ISEB
11 25 (0.78%) PMP
12 13 (0.40%) Postgraduate
13 8 (0.25%) CISSP
13 8 (0.25%) MCP
14 7 (0.22%) GCIH
15 6 (0.19%) MBA
16 5 (0.16%) CEH
16 5 (0.16%) CISM
16 5 (0.16%) GIAC
Quality Assurance & Compliance
1 161 (5.00%) QA
2 106 (3.29%) Data Quality
3 17 (0.53%) GDPR
3 17 (0.53%) Sarbanes-Oxley
4 15 (0.47%) ISO/IEC 27001
5 12 (0.37%) PCI DSS
6 11 (0.34%) MiFID
7 7 (0.22%) COBIT
7 7 (0.22%) Dodd-Frank
7 7 (0.22%) GCP
7 7 (0.22%) ISO/IEC 20000
8 6 (0.19%) EMIR
9 3 (0.093%) SLA
10 2 (0.062%) ISO 14001
10 2 (0.062%) PMO
11 1 (0.031%) Actionable Recommendations
11 1 (0.031%) Basel III
11 1 (0.031%) GPG13
System Software
1 216 (6.70%) Docker
2 162 (5.03%) HDFS
3 106 (3.29%) Apache Flume
4 20 (0.62%) Active Directory
4 20 (0.62%) VMware Infrastructure
5 14 (0.43%) Virtual Machines
6 10 (0.31%) Varnish
7 9 (0.28%) Apache ZooKeeper
8 7 (0.22%) Snort
9 5 (0.16%) VirtualBox
10 4 (0.12%) KVM
11 3 (0.093%) Hyper-V
12 2 (0.062%) etcd
12 2 (0.062%) flannel
12 2 (0.062%) vCloud
12 2 (0.062%) Xen
13 1 (0.031%) Cronacle
13 1 (0.031%) EMC RecoverPoint
13 1 (0.031%) iptables
13 1 (0.031%) vSphere
Systems Management
1 171 (5.31%) Ansible
2 164 (5.09%) Puppet
3 120 (3.72%) Opscode Chef
4 116 (3.60%) Kubernetes
5 68 (2.11%) Mesos
6 54 (1.68%) Oozie
7 47 (1.46%) Terraform
8 42 (1.30%) Salt
9 37 (1.15%) Kibana
10 32 (0.99%) logstash
11 13 (0.40%) Ambari
11 13 (0.40%) Graphite
12 12 (0.37%) Hadoop YARN
12 12 (0.37%) Packer
13 10 (0.31%) Red Hat Satellite
14 9 (0.28%) Nagios
14 9 (0.28%) Prometheus
15 8 (0.25%) Failover Clustering
16 7 (0.22%) SCCM
17 6 (0.19%) Docker Swarm
Vendors
1 361 (11.20%) Microsoft
2 277 (8.60%) Tableau
3 260 (8.07%) Oracle
4 210 (6.52%) Google
5 116 (3.60%) Cloudera
6 111 (3.45%) Hortonworks
7 80 (2.48%) SAP
8 70 (2.17%) Teradata
9 64 (1.99%) MapR
10 62 (1.92%) Informatica
11 55 (1.71%) IBM
12 52 (1.61%) Splunk
12 52 (1.61%) Talend
13 45 (1.40%) Red Hat
14 42 (1.30%) TIBCO
15 41 (1.27%) Netezza
16 35 (1.09%) Adobe
17 34 (1.06%) Salesforce.com
18 33 (1.02%) MicroStrategy
19 30 (0.93%) VMware
London
Talent Point Ltd
Salary: £30000.00 - £40000.00 per annum
Posted: Yesterday
London
ARC IT Recruitment Ltd
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 2 days ago
London
Venturi
Salary: £55000.00 - £80000.00 per annum + company benefits
Posted: 2 days ago
London
Revolution Technology
Salary: From £50,000 to £65,000 per annum
Posted: 3 days ago
London
Mortimer Spinks
Salary: £35000 - £60000 per annum
Posted: 3 days ago
City, London
Harvey Nash plc
Salary: £65000 per annum
Posted: 2 days ago
London
Big Wednesday Digital Ltd
Salary: £35000 - £55000 per annum + Negotiable
Posted: Yesterday
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: Yesterday
London
ARC IT Recruitment Ltd
Salary: £40000 - £60000 per annum + Benefits
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 3 days ago
London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum, Benefits Benefits & Bonus included
Posted: 2 days ago
London
ARC IT Recruitment Ltd
Salary: £0.00 - £90000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Vadis People
Salary: circ £50,000 to £65,000
Posted: 2 days ago
London
FPSG Connect
Salary: Benefits
Posted: 3 days ago
East London
Freshtechit
Salary: From £50,000 to £70,000 per annum
Posted: 2 days ago
City, London
Oliver Bernard
Salary: £50000 - £60000 per annum + benefits & stocks
Posted: 3 days ago
London
Burns Sheehan
Salary: £55000 - £65000 per annum
Posted: 3 days ago
London
Engage PSG
Salary: £80000 - £90000 per annum + 20% bonus
Posted: 4 days ago
West London
Harris Global
Salary: Up to £65,000 per annum + benefits
Posted: 2 days ago
Central London / West End
Client Server
Salary: £50k to £65k + benefits
Posted: 3 days ago
City, London
Oliver Bernard
Salary: £50000 - £60000 per annum + Excellent benefits
Posted: 4 days ago
City, London
Stott & May
Salary: £35000 - £50000 per annum
Posted: 4 days ago
City, London
Client Server
Salary: £95k to £120k + bonus + benefits
Posted: 2 days ago
London
Engage PSG
Salary: £75000 - £85000 per annum + 20% bonus
Posted: 5 days ago
City, London
Coded People
Salary: £80000 - £90000 per annum
Posted: 5 days ago
City, London
Innodigital
Salary: From £55,000 to £70,000 per annum Up to 70,000 plus benefits and bonus
Posted: 2 days ago
London
Venturi
Salary: £50000 - £60000 per annum + Bonus & Benefits
Posted: Yesterday
London
Opus Recruitment Solutions Ltd
Salary: £90000 - £110000 per annum, Benefits Excellent Benefits and Bonus
Posted: 2 days ago
City, London
Cititec
Salary: £55000 - £60000 per annum
Posted: 4 days ago
London
Engage PSG
Salary: £65000 - £75000 per annum + 10% bonus
Posted: 6 days ago