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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Big Data
England / London
Rank 53 63 87
Rank change year-on-year
+10 +24
Permanent jobs citing Big Data 1654 1893 1383
As % of all permanent IT jobs located in London 4.96% 4.60% 3.30%
As % of the Database & Business Intelligence category 16.45% 14.65% 10.88%
Number of salaries quoted 1457 1602 1186
Median salary £70,000 £65,000 £65,000
Median salary % change year-on-year
+7.69% -
90% offered a salary of more than £47,500 £46,000 £45,000
10% offered a salary of more than £100,000 £100,000 £90,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

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
10057 12921 12717
As % of all permanent IT jobs located in London 30.17% 31.41% 30.38%
Number of salaries quoted 8792 11204 10939
Median salary £60,000 £55,000 £55,000
Median salary % change year-on-year
+9.09% -
90% offered a salary of more than £39,000 £40,000 £37,500
10% offered a salary of more than £85,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 23 February 2017.

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 23 February 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 -9 218 £65,000 - 67
Chiswick +3 13 £57,500 -11.53% 1
Wimbledon +10 4 £60,000 -7.69%
Canary Wharf -5 4 £57,500 +47.43%
Kingston Upon Thames -6 3 £65,000 +23.80% 3
Croydon - 3 £64,000 - 1
Edgware - 2 £100,000 -
Westminster - 2 £90,000 -
Bromley - 1 £50,000 - 1
Feltham - 1 £57,500 -
Hackney - 1 - - 1
Big Data
England

Big Data
Top 30 Related IT Skills in London

For the 6 months to 23 February 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 1334 (41.08%) Agile Software Development
2 1200 (36.96%) Java
3 1140 (35.11%) Hadoop
4 1109 (34.15%) Analytics
5 935 (28.80%) Python
6 933 (28.73%) SQL
7 892 (27.47%) Apache Spark
8 873 (26.89%) Finance
9 661 (20.36%) NoSQL
10 649 (19.99%) Business Intelligence
11 644 (19.83%) Scala
12 596 (18.36%) Degree
13 542 (16.69%) Amazon AWS
14 493 (15.18%) Machine Learning
15 468 (14.41%) Computer Science
16 446 (13.74%) TDD
17 437 (13.46%) Data Warehouse
18 402 (12.38%) Software Engineering
19 399 (12.29%) JavaScript
20 397 (12.23%) MongoDB
21 391 (12.04%) C#
22 384 (11.83%) Apache Hive
23 375 (11.55%) Linux
24 368 (11.33%) ETL
25 366 (11.27%) Banking
26 360 (11.09%) Scrum
27 352 (10.84%) SQL Server
28 351 (10.81%) DevOps
29 347 (10.69%) Data Analytics
30 336 (10.35%) Marketing

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
1 892 (27.47%) Apache Spark
2 237 (7.30%) Apache
3 184 (5.67%) Apache Pig
4 171 (5.27%) Elasticsearch
5 156 (4.80%) SAS
6 81 (2.49%) Apache Solr
7 61 (1.88%) Tomcat
8 52 (1.60%) JBoss
9 51 (1.57%) Jetty
9 51 (1.57%) WebSphere
10 45 (1.39%) Confluence
11 40 (1.23%) OpenStack
12 36 (1.11%) WebLogic
13 31 (0.95%) CMS
14 26 (0.80%) SharePoint
15 13 (0.40%) WildFly
16 12 (0.37%) MQSeries
16 12 (0.37%) Oracle SOA Suite
17 11 (0.34%) Cloud Foundry
18 9 (0.28%) Adobe Experience Manager
Applications
1 156 (4.80%) MS Excel
2 70 (2.16%) SPSS
3 36 (1.11%) MS PowerPoint
4 17 (0.52%) MS Office
5 5 (0.15%) MS Visio
5 5 (0.15%) Stata
6 3 (0.092%) OmniGraffle
6 3 (0.092%) Spreadsheet
6 3 (0.092%) SPSS Modeler
7 2 (0.062%) Adobe Creative Suite
7 2 (0.062%) Gephi
7 2 (0.062%) Mathematica
7 2 (0.062%) Photoshop
7 2 (0.062%) Weka
8 1 (0.031%) EViews
8 1 (0.031%) Flinto
8 1 (0.031%) GNU Octave
8 1 (0.031%) Mingle
8 1 (0.031%) MS Project
8 1 (0.031%) Pixate
Business Applications
1 11 (0.34%) SAP Oil and Gas
2 9 (0.28%) Magento
3 8 (0.25%) SAP ERP
4 5 (0.15%) Dynamics CRM
4 5 (0.15%) Eloqua
5 4 (0.12%) HFM
5 4 (0.12%) Hyperion Enterprise
5 4 (0.12%) Oracle CRM
6 3 (0.092%) BusinessWorks
6 3 (0.092%) Remedy AR System
6 3 (0.092%) Remedy ITSM
7 2 (0.062%) Adobe Campaign
7 2 (0.062%) Bloomberg TOMS
7 2 (0.062%) Hyperion Planning
7 2 (0.062%) Unica
8 1 (0.031%) Payment Gateway
8 1 (0.031%) Salesforce.com CRM
8 1 (0.031%) SAP BPC
8 1 (0.031%) SAP GRC
8 1 (0.031%) TIBCO BusinessEvents
Cloud Services
1 542 (16.69%) Amazon AWS
2 246 (7.58%) Microsoft Azure
3 197 (6.07%) SaaS
4 122 (3.76%) Cloud Computing
5 101 (3.11%) Google Cloud Platform
6 69 (2.13%) Amazon EMR
7 64 (1.97%) PaaS
8 63 (1.94%) GitHub
9 55 (1.69%) Amazon S3
10 52 (1.60%) Amazon EC2
11 46 (1.42%) Google Analytics
12 34 (1.05%) IaaS
13 27 (0.83%) Amazon Kinesis
14 20 (0.62%) Office 365
15 18 (0.55%) Adobe Analytics
16 14 (0.43%) Route 53
16 14 (0.43%) Virtual Private Cloud
17 13 (0.40%) Amazon ELB
17 13 (0.40%) AWS Elastic Beanstalk
17 13 (0.40%) Azure Machine Learning
Communications & Networking
1 106 (3.26%) Internet
2 35 (1.08%) HTTP
3 25 (0.77%) Kerberos
4 21 (0.65%) TCP/IP
5 20 (0.62%) Firewall
5 20 (0.62%) Network Security
6 14 (0.43%) DNS
7 11 (0.34%) HTTPS
8 9 (0.28%) LDAP
9 8 (0.25%) FTP
9 8 (0.25%) SSL
10 7 (0.22%) Wireshark
11 6 (0.18%) DHCP
11 6 (0.18%) tcpdump
12 5 (0.15%) Intranet
12 5 (0.15%) IPsec
13 4 (0.12%) Unified Communications
13 4 (0.12%) VPN
14 3 (0.092%) Multicast
14 3 (0.092%) WebEx
Database & Business Intelligence
1 1140 (35.11%) Hadoop
2 661 (20.36%) NoSQL
3 437 (13.46%) Data Warehouse
4 397 (12.23%) MongoDB
5 384 (11.83%) Apache Hive
6 352 (10.84%) SQL Server
7 287 (8.84%) Relational Database
8 263 (8.10%) Apache Cassandra
9 260 (8.01%) HBase
10 210 (6.47%) MySQL
11 187 (5.76%) SQL Server Integration Services
12 153 (4.71%) RDBMS
13 141 (4.34%) SQL Server Reporting Services
14 135 (4.16%) PostgreSQL
15 127 (3.91%) SQL Server Analysis Services
16 122 (3.76%) QlikView
17 116 (3.57%) Data Mining
18 108 (3.33%) Amazon Redshift
19 107 (3.30%) Power BI
20 101 (3.11%) Sqoop
Development Applications
1 161 (4.96%) Git (software)
2 131 (4.03%) Jenkins
3 95 (2.93%) JIRA
4 60 (1.85%) Maven
5 55 (1.69%) Selenium
6 45 (1.39%) Talend Open Studio
7 44 (1.36%) Subversion
8 34 (1.05%) JUnit
9 33 (1.02%) Cucumber
10 28 (0.86%) TeamCity
11 25 (0.77%) Mockito
12 22 (0.68%) Visual Studio
13 16 (0.49%) WebDriver
14 15 (0.46%) Sonatype Nexus
15 13 (0.40%) Gradle
16 12 (0.37%) Jasmine
16 12 (0.37%) Moq
16 12 (0.37%) SpecFlow
16 12 (0.37%) Team Foundation Server
17 11 (0.34%) Atlassian Bamboo
General
1 873 (26.89%) Finance
2 366 (11.27%) Banking
3 336 (10.35%) Marketing
4 304 (9.36%) Retail
5 189 (5.82%) Telecoms
6 147 (4.53%) Games
7 89 (2.74%) Investment Banking
8 79 (2.43%) Advertising
9 77 (2.37%) Legal
10 53 (1.63%) Front Office
11 43 (1.32%) Publishing
12 34 (1.05%) Financial Institution
13 27 (0.83%) Back Office
13 27 (0.83%) Manufacturing
14 21 (0.65%) Law
15 19 (0.59%) Automotive
16 12 (0.37%) Electronics
16 12 (0.37%) Music Industry
17 7 (0.22%) Military
17 7 (0.22%) Retail Banking
Job Titles
1 1031 (31.75%) Developer
2 521 (16.05%) Architect
3 334 (10.29%) Java Developer
4 254 (7.82%) Data Architect
5 248 (7.64%) Data Engineer
6 245 (7.55%) Senior Developer
7 237 (7.30%) Consultant
8 224 (6.90%) Analyst
9 205 (6.31%) Data Scientist
10 198 (6.10%) Big Data Developer
11 193 (5.94%) Big Data Engineer
12 170 (5.24%) Big Data Architect
13 147 (4.53%) Scala Developer
14 126 (3.88%) C# Developer
15 113 (3.48%) Data Consultant
15 113 (3.48%) Software Engineer
16 108 (3.33%) Solutions Architect
17 98 (3.02%) Senior Java Developer
18 93 (2.86%) SQL Developer
19 90 (2.77%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 310 (9.55%) .NET
2 259 (7.98%) Kafka
3 236 (7.27%) Web Services
4 235 (7.24%) AngularJS
5 219 (6.74%) HTML
6 210 (6.47%) Node.js
7 198 (6.10%) REST
8 175 (5.39%) Spring
9 144 (4.43%) React
10 137 (4.22%) CSS
11 131 (4.03%) RESTful
12 106 (3.26%) XML
13 88 (2.71%) HTML5
14 87 (2.68%) Akka
15 74 (2.28%) SOAP
16 67 (2.06%) Hibernate
17 65 (2.00%) jQuery
18 63 (1.94%) JSON
19 60 (1.85%) WPF
20 56 (1.72%) Ajax
Miscellaneous
1 468 (14.41%) Computer Science
2 325 (10.01%) Analytical Skills
3 294 (9.05%) Algorithms
4 139 (4.28%) Fintech
5 115 (3.54%) User Experience
6 113 (3.48%) Credit Risk
7 91 (2.80%) Data Structures
8 86 (2.65%) Enterprise Software
9 71 (2.19%) Mobile App
10 69 (2.13%) Social Media
11 68 (2.09%) Internet of Things
12 53 (1.63%) Derivative
13 44 (1.36%) Management Information System
14 41 (1.26%) Data Centre
14 41 (1.26%) Hedge funds
15 35 (1.08%) Foreign Exchange (FX)
16 32 (0.99%) Equity Derivative
17 27 (0.83%) Client/Server
18 25 (0.77%) Clustering
19 23 (0.71%) Online Games
Operating Systems
1 375 (11.55%) Linux
2 123 (3.79%) Unix
3 84 (2.59%) Windows
4 51 (1.57%) Apple iOS
5 48 (1.48%) Android
6 28 (0.86%) Ubuntu
7 24 (0.74%) CentOS
8 20 (0.62%) Red Hat Enterprise Linux
9 9 (0.28%) Debian
10 7 (0.22%) Solaris
11 4 (0.12%) Windows 7
11 4 (0.12%) Windows XP
12 3 (0.092%) AIX
12 3 (0.092%) Mac OS X
13 2 (0.062%) CoreOS
13 2 (0.062%) HPUX
13 2 (0.062%) Windows 8
14 1 (0.031%) Windows 10
14 1 (0.031%) Windows Server
14 1 (0.031%) Windows Server 2012
Processes & Methodologies
1 1334 (41.08%) Agile Software Development
2 1109 (34.15%) Analytics
3 649 (19.99%) Business Intelligence
4 493 (15.18%) Machine Learning
5 446 (13.74%) TDD
6 402 (12.38%) Software Engineering
7 368 (11.33%) ETL
8 360 (11.09%) Scrum
9 351 (10.81%) DevOps
10 347 (10.69%) Data Analytics
11 308 (9.49%) Mathematics
12 294 (9.05%) E-Commerce
13 269 (8.28%) Open Source
13 269 (8.28%) Visualisation
14 244 (7.51%) Continuous Integration
15 229 (7.05%) OO
16 227 (6.99%) Data Modelling
17 223 (6.87%) Statistics
18 221 (6.81%) MapReduce
19 220 (6.78%) Microservices
Programming Languages
1 1200 (36.96%) Java
2 935 (28.80%) Python
3 933 (28.73%) SQL
4 644 (19.83%) Scala
5 399 (12.29%) JavaScript
6 391 (12.04%) C#
7 329 (10.13%) R
8 166 (5.11%) C++
9 165 (5.08%) Ruby
10 135 (4.16%) PHP
11 118 (3.63%) Perl
12 108 (3.33%) T-SQL
13 98 (3.02%) Bash Shell
14 87 (2.68%) Go
15 58 (1.79%) C
16 38 (1.17%) MATLAB
17 35 (1.08%) Data Analysis Expressions (DAX)
18 30 (0.92%) Groovy
19 29 (0.89%) VBA
20 28 (0.86%) Shell Script
Qualifications
1 596 (18.36%) Degree
2 209 (6.44%) PhD
3 56 (1.72%) Microsoft Certification
4 43 (1.32%) Security Cleared
5 31 (0.95%) CISSP
6 23 (0.71%) ISEB
7 22 (0.68%) Postgraduate
8 21 (0.65%) CISM
9 16 (0.49%) Cisco Certification
10 15 (0.46%) CCNA
11 14 (0.43%) CCIE
12 13 (0.40%) CISA
12 13 (0.40%) PMI Certification
13 12 (0.37%) CEH
13 12 (0.37%) GIAC
14 11 (0.34%) GCIH
14 11 (0.34%) MCTS
14 11 (0.34%) PMP
15 10 (0.31%) CCNP
16 9 (0.28%) BC Cleared
Quality Assurance & Compliance
1 120 (3.70%) QA
2 78 (2.40%) Data Quality
3 27 (0.83%) MiFID
4 15 (0.46%) ISO/IEC 27001
5 13 (0.40%) GCP
5 13 (0.40%) PCI DSS
6 10 (0.31%) SLA
7 6 (0.18%) Sarbanes-Oxley
8 4 (0.12%) Basel III
8 4 (0.12%) Dodd-Frank
9 3 (0.092%) GPG13
9 3 (0.092%) SDET
9 3 (0.092%) SNOMED CT
10 2 (0.062%) GDPR
10 2 (0.062%) ISO/IEC 17799
10 2 (0.062%) ISO27002
11 1 (0.031%) CRD IV
11 1 (0.031%) FATCA
11 1 (0.031%) ISO20022
11 1 (0.031%) Solvency II
System Software
1 176 (5.42%) Docker
2 170 (5.24%) HDFS
3 133 (4.10%) Apache Flume
4 25 (0.77%) Apache ZooKeeper
5 23 (0.71%) Virtual Machines
5 23 (0.71%) VMware Infrastructure
6 20 (0.62%) Active Directory
7 6 (0.18%) Hyper-V
7 6 (0.18%) VirtualBox
8 5 (0.15%) Snort
9 3 (0.092%) Xen
10 2 (0.062%) etcd
10 2 (0.062%) GridGain
10 2 (0.062%) KVM
11 1 (0.031%) EMC RecoverPoint
11 1 (0.031%) GPFS
11 1 (0.031%) iptables
11 1 (0.031%) PowerHA
11 1 (0.031%) vCloud
11 1 (0.031%) vSphere
Systems Management
1 158 (4.87%) Ansible
2 157 (4.84%) Puppet
3 155 (4.77%) Opscode Chef
4 78 (2.40%) Kubernetes
5 63 (1.94%) Oozie
6 44 (1.36%) Salt
7 39 (1.20%) Kibana
8 32 (0.99%) logstash
9 29 (0.89%) Hadoop YARN
10 28 (0.86%) Mesos
11 13 (0.40%) Terraform
12 12 (0.37%) Ambari
13 9 (0.28%) Graphite
14 7 (0.22%) QRadar
14 7 (0.22%) Rundeck
15 6 (0.18%) Nagios
15 6 (0.18%) Riemann
16 5 (0.15%) Fluentd
17 4 (0.12%) MOM
18 3 (0.092%) Tivoli
Vendors
1 264 (8.13%) Microsoft
2 247 (7.61%) Oracle
3 213 (6.56%) Tableau
4 187 (5.76%) Google
5 95 (2.93%) Cloudera
6 83 (2.56%) Hortonworks
7 68 (2.09%) SAP
8 47 (1.45%) IBM
9 46 (1.42%) Informatica
10 45 (1.39%) Talend
10 45 (1.39%) TIBCO
11 38 (1.17%) Teradata
12 37 (1.14%) Red Hat
13 35 (1.08%) MicroStrategy
14 32 (0.99%) Splunk
15 31 (0.95%) Netezza
15 31 (0.95%) VMware
16 27 (0.83%) Adobe
17 25 (0.77%) Cognizant
18 24 (0.74%) Salesforce.com
City, London
onezeero.
Salary: £35000 - £50000 per annum
Posted: 2 hours ago
London
Codex
Salary: From £70,000 to £90,000 per annum
Posted: 12 hours ago
City, London
Square One Resources
Salary: From £80,000 to £150,000 per annum + Benefits
Posted: Yesterday
City, London
Oliver Bernard
Salary: £95000 - £105000 per annum
Posted: 11 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - circa £85,000
Posted: 12 hours ago
London
Lorien Resourcing
Posted: 7 hours ago
City, London
Harris Global
Salary: From £80,000 to £90,000 per annum + bonus and benefits
Posted: 5 hours ago
City, London
ANSON MCCADE
Salary: Up to £ 85,000 + car allowance (5.9k) + bonus (10-15%) + pension + hea
Posted: 11 hours ago
London
Codex
Salary: From £75,000 to £100,000 per annum
Posted: 10 hours ago
City, London
TEKsystems
Salary: £60000 - £90000 per annum
Posted: 1 hour ago
London
Mortimer Spinks
Salary: £50000 - £70000 per annum
Posted: 6 hours ago
London
Pro-Quest Resourcing Ltd
Salary: From £100,000 to £120,000 per annum +bonus+benefits
Posted: Yesterday
City, London
Churchill Frank
Salary: £75000 - £90000 per annum + Bonus & Benefits
Posted: 10 hours ago
City, London
Harrington Starr
Salary: £65000 - £75000 per annum + plus package
Posted: 14 hours ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 5 hours ago
London
Engage PSG
Salary: £60000 - £90000 per annum + + bonus and excellent package
Posted: 6 hours ago
West London
Reco Ltd
Salary: From £60,000 to £80,000 per annum + benefits
Posted: Yesterday
Central London / West End
Deanslist Limited
Salary: From £45,000 to £60,000 per annum + Stock options + Benefits
Posted: 11 hours ago
London
Oliver James Associates
Salary: £45000 - £60000 per annum
Posted: Yesterday
City, London
Pioneer Search
Salary: £65000 - £80000 per annum
Posted: 2 days ago
London
McGregor Boyall
Salary: £65000 - £85000 per annum
Posted: Yesterday
City, London
Square One Resources
Salary: From £0 to £130,000 per annum + Benefits
Posted: 2 days ago
West London
Square One Resources
Salary: Up to £70,000 per annum
Posted: Yesterday
Bromley, Kent
Sterlings Partnership
Salary: From £60,000 to £100,000 per annum Competitive benefits package
Posted: 2 days ago
London
Burns Sheehan
Salary: £65000 - £85000 per annum + bonus + benefits
Posted: 2 days ago
City, London
Oscar
Salary: £25000 - £32000 per annum + Benefits
Posted: Yesterday
City, London
Empiric.com
Salary: From £50,000 to £65,000 per annum + Benefits
Posted: Yesterday
London
TEKsystems
Salary: £55000 - £65000 per annum + Package
Posted: Yesterday
City, London
Durlston Partners
Salary: From £75,000 to £150,000 per annum Huge bonus potential, uncapped
Posted: 2 days ago
City, London
Informatiq Consulting
Salary: £60000 - £70000 per annum + Bens
Posted: 2 days ago