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 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Big Data
England / London
Rank 58 58 93
Rank change year-on-year
0 +35
Permanent jobs citing Big Data 1579 1940 1262
As % of all permanent IT jobs located in London 4.74% 4.77% 3.06%
As % of the Database & Business Intelligence category 15.85% 15.15% 10.13%
Number of salaries quoted 1406 1663 1077
Median salary £70,000 £65,000 £62,900
Median salary % change year-on-year
+7.69% +3.33%
90% offered a salary of more than £47,500 £46,000 £45,000
10% offered a salary of more than £100,000 £100,000 £87,500
UK excluding London median salary £55,000 £52,500 £47,500
% change year-on-year
+4.76% +10.52%

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
9962 12803 12462
As % of all permanent IT jobs located in London 29.91% 31.50% 30.18%
Number of salaries quoted 8776 11070 10736
Median salary £60,000 £55,000 £55,000
Median salary % change year-on-year
+9.09% -
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 £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 19 January 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 19 January 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 -23 191 £70,000 +7.69% 69
Chiswick +6 12 £57,500 -11.53%
Kingston Upon Thames -15 7 £65,000 +36.84% 2
Croydon - 6 £65,750 -
Canary Wharf -14 5 £63,750 -20.31%
Wimbledon - 3 £52,500 -
Westminster -7 2 £86,250 +15.00%
Hounslow - 2 £53,750 - 2
Bromley - 1 £50,000 -
Feltham - 1 £57,500 -
Greenwich - 1 - -
Big Data
England

Big Data
Top 30 Related IT Skills in London

For the 6 months to 19 January 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 1323 (42.17%) Agile Software Development
2 1202 (38.32%) Java
3 1144 (36.47%) Hadoop
4 1077 (34.33%) Analytics
5 932 (29.71%) SQL
6 917 (29.23%) Python
7 866 (27.61%) Apache Spark
8 823 (26.24%) Finance
9 666 (21.23%) NoSQL
10 663 (21.13%) Scala
11 632 (20.15%) Business Intelligence
12 588 (18.74%) Degree
13 540 (17.21%) Amazon AWS
14 469 (14.95%) Machine Learning
15 467 (14.89%) TDD
16 454 (14.47%) Computer Science
17 434 (13.83%) Data Warehouse
18 412 (13.13%) Software Engineering
19 388 (12.37%) MongoDB
20 386 (12.30%) C#
21 384 (12.24%) Linux
22 376 (11.99%) JavaScript
23 374 (11.92%) Data Analytics
24 363 (11.57%) ETL
25 353 (11.25%) Apache Hive
26 346 (11.03%) Banking
27 343 (10.93%) Scrum
28 339 (10.81%) DevOps
29 323 (10.30%) Marketing
30 318 (10.14%) SQL Server

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
1 866 (27.61%) Apache Spark
2 232 (7.40%) Apache
3 176 (5.61%) Apache Pig
4 175 (5.58%) Elasticsearch
5 138 (4.40%) SAS
6 91 (2.90%) Apache Solr
7 52 (1.66%) Tomcat
8 45 (1.43%) Jetty
9 42 (1.34%) JBoss
10 40 (1.28%) WebSphere
11 37 (1.18%) Confluence
12 30 (0.96%) CMS
12 30 (0.96%) WebLogic
13 29 (0.92%) OpenStack
14 27 (0.86%) SharePoint
15 17 (0.54%) WildFly
16 15 (0.48%) Adobe Experience Manager
17 12 (0.38%) Cloud Foundry
18 11 (0.35%) Mule
19 10 (0.32%) Oracle SOA Suite
Applications
1 138 (4.40%) MS Excel
2 58 (1.85%) SPSS
3 25 (0.80%) MS PowerPoint
4 15 (0.48%) MS Office
5 8 (0.26%) MS Visio
6 6 (0.19%) OmniGraffle
7 5 (0.16%) Stata
8 4 (0.13%) MS Project
9 3 (0.096%) Gephi
9 3 (0.096%) Mathematica
9 3 (0.096%) Spreadsheet
10 2 (0.064%) Chatbot
10 2 (0.064%) CPLEX
10 2 (0.064%) Photoshop
11 1 (0.032%) Adobe Creative Suite
11 1 (0.032%) GNU Octave
11 1 (0.032%) Mingle
Business Applications
1 12 (0.38%) Bloomberg TOMS
2 11 (0.35%) SAP Oil and Gas
3 9 (0.29%) Magento
4 7 (0.22%) BusinessWorks
5 6 (0.19%) Eloqua
5 6 (0.19%) Oracle CRM
5 6 (0.19%) SAP ERP
6 5 (0.16%) Dynamics CRM
7 4 (0.13%) HFM
7 4 (0.13%) Hyperion Enterprise
8 3 (0.096%) SAP HR
8 3 (0.096%) TIBCO BusinessEvents
9 2 (0.064%) Adobe Campaign
9 2 (0.064%) Hyperion Planning
9 2 (0.064%) Unica
10 1 (0.032%) Salesforce.com CRM
10 1 (0.032%) SAP BPC
10 1 (0.032%) SAP CRM
10 1 (0.032%) SAP FI
10 1 (0.032%) SAP GRC
Cloud Services
1 540 (17.21%) Amazon AWS
2 229 (7.30%) Microsoft Azure
3 187 (5.96%) SaaS
4 122 (3.89%) Cloud Computing
5 104 (3.32%) Google Cloud Platform
6 81 (2.58%) Amazon EMR
7 67 (2.14%) Amazon S3
8 66 (2.10%) Amazon EC2
9 65 (2.07%) PaaS
10 62 (1.98%) GitHub
11 39 (1.24%) Amazon Kinesis
12 38 (1.21%) Google Analytics
13 31 (0.99%) IaaS
14 21 (0.67%) Amazon ELB
14 21 (0.67%) Route 53
15 20 (0.64%) Adobe Analytics
15 20 (0.64%) Virtual Private Cloud
16 19 (0.61%) AWS Elastic Beanstalk
17 16 (0.51%) Office 365
18 11 (0.35%) Heroku
Communications & Networking
1 102 (3.25%) Internet
2 39 (1.24%) HTTP
3 23 (0.73%) Kerberos
3 23 (0.73%) TCP/IP
4 17 (0.54%) HTTPS
5 14 (0.45%) Network Security
6 13 (0.41%) Firewall
7 11 (0.35%) DNS
8 9 (0.29%) FTP
9 7 (0.22%) LDAP
9 7 (0.22%) SSL
9 7 (0.22%) Wireshark
10 6 (0.19%) tcpdump
11 5 (0.16%) DHCP
11 5 (0.16%) Intranet
12 4 (0.13%) Unified Communications
13 3 (0.096%) LAN
13 3 (0.096%) Multicast
13 3 (0.096%) WebEx
14 2 (0.064%) ATM
Database & Business Intelligence
1 1144 (36.47%) Hadoop
2 666 (21.23%) NoSQL
3 434 (13.83%) Data Warehouse
4 388 (12.37%) MongoDB
5 353 (11.25%) Apache Hive
6 318 (10.14%) SQL Server
7 292 (9.31%) Relational Database
8 272 (8.67%) Apache Cassandra
9 251 (8.00%) HBase
10 201 (6.41%) MySQL
11 166 (5.29%) SQL Server Integration Services
12 154 (4.91%) RDBMS
13 136 (4.34%) PostgreSQL
14 129 (4.11%) QlikView
15 124 (3.95%) SQL Server Reporting Services
16 118 (3.76%) Amazon Redshift
17 110 (3.51%) SQL Server Analysis Services
18 104 (3.32%) Data Mining
19 102 (3.25%) Neo4j
20 100 (3.19%) Power BI
Development Applications
1 168 (5.36%) Git (software)
2 134 (4.27%) Jenkins
3 86 (2.74%) JIRA
4 54 (1.72%) Maven
4 54 (1.72%) Selenium
5 44 (1.40%) Cucumber
5 44 (1.40%) Talend Open Studio
6 37 (1.18%) Subversion
7 32 (1.02%) JUnit
8 28 (0.89%) Mockito
9 25 (0.80%) TeamCity
10 24 (0.77%) Visual Studio
11 21 (0.67%) WebDriver
12 16 (0.51%) Sonatype Nexus
12 16 (0.51%) SpecFlow
13 14 (0.45%) IntelliJ
13 14 (0.45%) Moq
13 14 (0.45%) PhantomJS
14 12 (0.38%) Team Foundation Server
14 12 (0.38%) Vagrant
General
1 823 (26.24%) Finance
2 346 (11.03%) Banking
3 323 (10.30%) Marketing
4 259 (8.26%) Retail
5 174 (5.55%) Telecoms
6 165 (5.26%) Games
7 101 (3.22%) Investment Banking
8 86 (2.74%) Advertising
9 80 (2.55%) Legal
10 68 (2.17%) Front Office
11 45 (1.43%) Publishing
12 41 (1.31%) Financial Institution
13 39 (1.24%) Law
14 35 (1.12%) Back Office
15 28 (0.89%) Manufacturing
16 19 (0.61%) Automotive
17 16 (0.51%) Music Industry
18 13 (0.41%) Electronics
19 7 (0.22%) Military
20 6 (0.19%) Retail Banking
Job Titles
1 1035 (32.99%) Developer
2 503 (16.03%) Architect
3 371 (11.83%) Java Developer
4 273 (8.70%) Data Architect
5 247 (7.87%) Senior Developer
6 234 (7.46%) Data Engineer
7 220 (7.01%) Consultant
8 209 (6.66%) Analyst
8 209 (6.66%) Big Data Developer
9 207 (6.60%) Data Scientist
10 178 (5.67%) Big Data Architect
10 178 (5.67%) Big Data Engineer
11 150 (4.78%) Scala Developer
12 116 (3.70%) Software Engineer
13 115 (3.67%) C# Developer
14 110 (3.51%) Senior Java Developer
15 102 (3.25%) Data Consultant
16 98 (3.12%) DevOps Engineer
17 92 (2.93%) Solutions Architect
18 91 (2.90%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 309 (9.85%) .NET
2 241 (7.68%) HTML
3 233 (7.43%) Web Services
4 219 (6.98%) Kafka
5 216 (6.89%) AngularJS
6 200 (6.38%) REST
7 182 (5.80%) Spring
8 175 (5.58%) Node.js
9 150 (4.78%) CSS
10 116 (3.70%) RESTful
11 112 (3.57%) Akka
12 106 (3.38%) React
13 103 (3.28%) HTML5
14 102 (3.25%) XML
15 75 (2.39%) JSON
16 70 (2.23%) Hibernate
17 69 (2.20%) jQuery
18 68 (2.17%) SOAP
19 56 (1.79%) Ajax
20 54 (1.72%) WPF
Miscellaneous
1 454 (14.47%) Computer Science
2 304 (9.69%) Algorithms
3 281 (8.96%) Analytical Skills
4 274 (8.73%) Visualisation
5 219 (6.98%) Mathematics
6 205 (6.53%) Statistics
7 115 (3.67%) Data Integration
8 111 (3.54%) User Experience
9 107 (3.41%) Fintech
10 106 (3.38%) Artificial Intelligence
11 103 (3.28%) Credit Risk
11 103 (3.28%) Data Structures
12 80 (2.55%) Enterprise Software
13 71 (2.26%) Mobile App
14 69 (2.20%) Social Media
15 66 (2.10%) Derivative
16 53 (1.69%) Internet of Things
17 47 (1.50%) Physics
18 45 (1.43%) Foreign Exchange (FX)
19 43 (1.37%) Data Centre
Operating Systems
1 384 (12.24%) Linux
2 127 (4.05%) Unix
3 89 (2.84%) Windows
4 39 (1.24%) Apple iOS
5 33 (1.05%) Ubuntu
6 32 (1.02%) Android
7 19 (0.61%) Red Hat Enterprise Linux
8 18 (0.57%) Solaris
9 16 (0.51%) CentOS
10 11 (0.35%) Debian
11 7 (0.22%) AIX
12 4 (0.13%) HPUX
12 4 (0.13%) Windows XP
13 3 (0.096%) Windows 7
13 3 (0.096%) Windows Server
14 2 (0.064%) Mac OS X
14 2 (0.064%) Windows 8
15 1 (0.032%) Windows Server 2003
15 1 (0.032%) Windows Server 2008
15 1 (0.032%) Windows Vista
Processes & Methodologies
1 1323 (42.17%) Agile Software Development
2 1077 (34.33%) Analytics
3 632 (20.15%) Business Intelligence
4 469 (14.95%) Machine Learning
5 467 (14.89%) TDD
6 412 (13.13%) Software Engineering
7 374 (11.92%) Data Analytics
8 363 (11.57%) ETL
9 343 (10.93%) Scrum
10 339 (10.81%) DevOps
11 274 (8.73%) E-Commerce
12 266 (8.48%) Open Source
13 247 (7.87%) Continuous Integration
14 246 (7.84%) OO
15 230 (7.33%) MapReduce
16 221 (7.04%) Data Modelling
17 188 (5.99%) BDD
18 187 (5.96%) Microservices
19 180 (5.74%) Mentoring
20 168 (5.36%) Data Management
Programming Languages
1 1202 (38.32%) Java
2 932 (29.71%) SQL
3 917 (29.23%) Python
4 663 (21.13%) Scala
5 386 (12.30%) C#
6 376 (11.99%) JavaScript
7 308 (9.82%) R
8 169 (5.39%) C++
9 155 (4.94%) Ruby
10 137 (4.37%) PHP
11 125 (3.98%) Perl
12 89 (2.84%) T-SQL
13 87 (2.77%) Bash Shell
14 72 (2.30%) Go
15 53 (1.69%) C
16 45 (1.43%) Groovy
17 43 (1.37%) MATLAB
18 39 (1.24%) Shell Script
18 39 (1.24%) VBA
19 28 (0.89%) Data Analysis Expressions (DAX)
Qualifications
1 588 (18.74%) Degree
2 189 (6.02%) PhD
3 52 (1.66%) Security Cleared
4 48 (1.53%) Microsoft Certification
5 28 (0.89%) CISSP
6 21 (0.67%) ISEB
7 19 (0.61%) CISM
8 16 (0.51%) Postgraduate
9 14 (0.45%) CCNA
9 14 (0.45%) Cisco Certification
10 13 (0.41%) BC Cleared
11 12 (0.38%) CCIE
11 12 (0.38%) CISA
12 11 (0.35%) GIAC
12 11 (0.35%) MCTS
13 10 (0.32%) CEH
13 10 (0.32%) DV Cleared
13 10 (0.32%) PMI Certification
14 9 (0.29%) GCIH
15 8 (0.26%) CCNP
Quality Assurance & Compliance
1 116 (3.70%) QA
2 66 (2.10%) Data Quality
3 27 (0.86%) MiFID
4 18 (0.57%) GCP
5 11 (0.35%) ISO/IEC 27001
6 10 (0.32%) SLA
7 8 (0.26%) PCI DSS
8 4 (0.13%) Basel III
8 4 (0.13%) Dodd-Frank
9 3 (0.096%) SDET
9 3 (0.096%) SNOMED CT
10 2 (0.064%) GDPR
10 2 (0.064%) GPG13
10 2 (0.064%) ISO 9000
10 2 (0.064%) ISO/IEC 17799
10 2 (0.064%) ISO27002
11 1 (0.032%) CRD IV
11 1 (0.032%) FATCA
11 1 (0.032%) ISO20022
11 1 (0.032%) Solvency II
System Software
1 164 (5.23%) Docker
2 154 (4.91%) HDFS
3 116 (3.70%) Apache Flume
4 26 (0.83%) Virtual Machines
5 25 (0.80%) Apache ZooKeeper
6 16 (0.51%) VMware Infrastructure
7 15 (0.48%) Active Directory
8 9 (0.29%) Tivoli Workload Scheduler
9 8 (0.26%) VirtualBox
10 6 (0.19%) Hyper-V
11 4 (0.13%) Snort
12 3 (0.096%) PowerHA
13 2 (0.064%) etcd
13 2 (0.064%) GridGain
13 2 (0.064%) KVM
14 1 (0.032%) GPFS
14 1 (0.032%) Varnish
14 1 (0.032%) vCloud
14 1 (0.032%) vSphere
14 1 (0.032%) Xen
Systems Management
1 162 (5.16%) Opscode Chef
2 154 (4.91%) Ansible
2 154 (4.91%) Puppet
3 62 (1.98%) Kubernetes
4 52 (1.66%) Oozie
5 35 (1.12%) Hadoop YARN
6 34 (1.08%) Salt
7 29 (0.92%) Mesos
8 27 (0.86%) Kibana
9 22 (0.70%) logstash
10 13 (0.41%) Tivoli
11 11 (0.35%) Ambari
12 9 (0.29%) Nagios
12 9 (0.29%) OpenAM
13 7 (0.22%) Terraform
14 6 (0.19%) QRadar
14 6 (0.19%) yum
15 5 (0.16%) Perfmon
15 5 (0.16%) Rundeck
16 4 (0.13%) Graphite
Vendors
1 247 (7.87%) Microsoft
2 243 (7.75%) Oracle
3 226 (7.20%) Tableau
4 174 (5.55%) Google
5 93 (2.96%) Cloudera
6 76 (2.42%) SAP
7 70 (2.23%) Hortonworks
8 52 (1.66%) IBM
9 44 (1.40%) Talend
10 43 (1.37%) Informatica
11 41 (1.31%) TIBCO
12 38 (1.21%) Splunk
13 35 (1.12%) Netezza
13 35 (1.12%) Red Hat
14 32 (1.02%) MicroStrategy
14 32 (1.02%) Teradata
15 31 (0.99%) Adobe
16 25 (0.80%) MuleSoft
17 24 (0.77%) Cognos
17 24 (0.77%) VMware
London
Oliver Bernard
Salary: £55000 - £70000 per annum + Excellent bonus & benefits
Posted: 4 hours ago
London
Nakama
Salary: Up to £60,000 per annum
Posted: 44 minutes ago
London
Nakama
Salary: Up to £95,000 per annum Up to €95,000 per annum
Posted: 48 minutes ago
London
Client Server
Salary: £75000 - £90000 per annum + benefits
Posted: 9 hours ago
London
Venturi
Salary: £75000 - £90000 per annum + Bonus + Benefits
Posted: 7 hours ago
London
onezeero.
Salary: £50000 - £55000 per annum
Posted: 4 hours ago
Central London / West End
ReThink Recruitment
Posted: 58 minutes ago
London
Initi8 Recruitment
Salary: £80000 - £100000 Per Annum
Posted: 4 hours ago
London
ClearCube Consulting
Salary: From £65,000 to £85,000 per annum
Posted: 6 hours ago
City, London
ANSON MCCADE
Salary: Up to £ 85,000 + car allowance (5.9k) + bonus (10-15%) + pension + hea
Posted: 8 hours ago
London
McGregor Boyall
Salary: £30000.00 - £45000.00 per annum
Posted: 7 hours ago
London
We Are Aspire Ltd
Salary: £33000 - £40000 per annum + attractive benefits package
Posted: 23 hours ago
London
Lorien Resourcing
Salary: Car Allowance + Benefits & Bonus
Posted: 5 hours ago
London
Client Server
Salary: £65k to £75k + benefits
Posted: 4 hours ago
London
Venturi
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 6 hours ago
South West London
DCV Technologies
Salary: From £60,000 to £70,000 per annum amazing benefits packages
Posted: 6 hours ago
London
Spencer Knight Recruitment
Salary: From £60,000 to £80,000 per annum (dep on exp) + Bonus + Ex bens
Posted: 5 hours ago
City, London
Durlston Partners
Salary: From £75,000 to £150,000 per annum Huge bonus potential, uncapped
Posted: Yesterday
City, London
Oliver Bernard
Salary: £90000 - £110000 per annum + Benefits
Posted: 6 hours ago
City, London
Venturi
Salary: £45000 - £60000 per annum
Posted: 1 hour ago
City, London
ANSON MCCADE
Salary: £60,000 - £80,000k base, bonus & a fantastic range of additional benef
Posted: Yesterday
London
Oliver Bernard
Salary: £80000 - £100000 per annum + bonus, shares
Posted: Yesterday
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: Yesterday
City, London
Accenture
Salary: £28,000 per annum
Posted: 2 hours ago
London
Martin & Conley
Salary: COMPETITIVE SALARY + EXCELLENTBENEFITS
Posted: 23 hours ago
London
Verticality Ltd
Salary: £40000 - £50000 per annum, Benefits Extensive Benefits Package
Posted: Yesterday
South West London
Oliver Bernard
Salary: £40000 - £50000 per annum + Pension, Healthcare
Posted: 2 days ago
London
Colston Consulting
Salary: £60000 - £95000 per annum, Benefits Excellent Benefit and Bonus
Posted: Yesterday
City, London
onezeero.
Salary: £50000 - £80000 per annum + bonus, pension, healthcare etc
Posted: 2 days ago
London
Venturi
Salary: £45000 - £50000 per annum + Bonus + Benefits + Home Working
Posted: Yesterday