The following table provides summary statistics for permanent job vacancies with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
UK
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 194 199 255
Rank change year-on-year +5 +56  
Permanent jobs citing Hadoop 1599 1655 1409
As % of all permanent IT jobs advertised in the UK 1.80% 1.68% 1.29%
As % of the Database & Business Intelligence category 5.84% 5.62% 3.94%
Number of salaries quoted 1226 1294 1192
Median salary £62,500 £60,000 £62,500
Median salary % change year-on-year +4.16% -4.00%  
90% offered a salary of more than £35,000 £38,750 £40,000
10% offered a salary of more than £100,000 £96,250 £97,500
UK excluding London median salary £52,500 £53,500 £50,000
% change year-on-year -1.86% +7.00%  

Hadoop 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 with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
UK
Permanent job vacancies with a requirement for database and business intelligence skills 27381 29440 35720
As % of all permanent IT job vacancies advertised in the UK 30.79% 29.92% 32.63%
Number of salaries quoted 53136 57426 71333
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £31,250 £31,250 £30,000
10% offered a salary of more than £77,500 £75,000 £76,250
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Hadoop
Job Vacancy Trend

Job postings citing Hadoop as a percentage of all IT jobs advertised.

Job vacancy trend for Hadoop in the UK

Hadoop
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop.

Salary trend for Hadoop in the UK

Hadoop
Salary Histogram

The salary distribution of IT jobs citing Hadoop over the 3 months to 28 June 2017.

Salary histogram for Hadoop in the UK

Hadoop
Top 11 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the UK over the 3 months to 28 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
England +2 1506 £62,500 - 237
London +1 904 £67,500 -3.57% 143
UK excluding London +13 662 £52,500 -1.86% 109
South East +24 207 £57,500 +4.54% 25
North of England +66 205 £55,000 +10.00% 39
South West -61 71 £41,000 -18.00% 10
East of England +5 67 £55,000 -8.33% 14
Scotland +11 50 £40,000 -27.27% 11
Midlands -28 45 £52,500 -12.50% 6
Wales +8 13 £42,500 -7.10% 2
Northern Ireland - 4 £46,000 - 2

For the 6 months to 28 June 2017, IT jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Hadoop.

1 2022 (65.23%) Big Data
2 1594 (51.42%) Java
3 1388 (44.77%) Agile Software Development
4 1370 (44.19%) Apache Spark
5 1289 (41.58%) Python
6 1102 (35.55%) SQL
7 983 (31.71%) Analytics
8 789 (25.45%) NoSQL
9 709 (22.87%) Finance
10 695 (22.42%) Apache Hive
11 691 (22.29%) Amazon AWS
12 630 (20.32%) Business Intelligence
13 623 (20.10%) MongoDB
14 621 (20.03%) Scala
15 601 (19.39%) Linux
16 600 (19.35%) Machine Learning
17 558 (18.00%) Degree
18 541 (17.45%) SQL Server
19 517 (16.68%) Apache Cassandra
20 508 (16.39%) R
21 506 (16.32%) Software Engineering
22 503 (16.23%) Oracle
23 497 (16.03%) Scrum
24 489 (15.77%) Analytical Skills
25 473 (15.26%) Open Source
26 462 (14.90%) DevOps
27 426 (13.74%) Relational Database
28 424 (13.68%) ETL
29 422 (13.61%) JavaScript
30 418 (13.48%) Kafka

Hadoop
Co-occurring IT Skills 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 1370 (44.19%) Apache Spark
2 322 (10.39%) Elasticsearch
3 306 (9.87%) Apache
4 305 (9.84%) SAS
5 280 (9.03%) Apache Pig
6 197 (6.35%) Tomcat
7 149 (4.81%) Apache Solr
8 125 (4.03%) JBoss
9 106 (3.42%) OpenStack
10 102 (3.29%) WebLogic
11 97 (3.13%) Jetty
12 78 (2.52%) WebSphere
13 54 (1.74%) IIS
14 45 (1.45%) Confluence
15 27 (0.87%) SharePoint
16 23 (0.74%) nginx
16 23 (0.74%) Oracle SOA Suite
16 23 (0.74%) WebSphere Application Server
17 22 (0.71%) GlassFish
18 19 (0.61%) Cloud Foundry
Applications
1 80 (2.58%) SPSS
2 71 (2.29%) Microsoft Excel
3 20 (0.65%) Spreadsheet
4 18 (0.58%) Microsoft Office
5 16 (0.52%) Microsoft PowerPoint
6 10 (0.32%) MS Visio
7 6 (0.19%) Weka
8 5 (0.16%) Stata
9 3 (0.097%) GIMP
9 3 (0.097%) S-PLUS
9 3 (0.097%) SPSS Modeler
10 2 (0.065%) Gephi
10 2 (0.065%) Microsoft Project
11 1 (0.032%) GNU Octave
11 1 (0.032%) LaTeX
Business Applications
1 71 (2.29%) SAP Oil and Gas
2 8 (0.26%) Oracle BPM
2 8 (0.26%) SAP GRC
3 6 (0.19%) RMDS
4 4 (0.13%) Oracle Applications
4 4 (0.13%) SAP InfiniteInsight
5 3 (0.097%) SAP ERP
6 2 (0.065%) BusinessWorks
6 2 (0.065%) SAP HR
7 1 (0.032%) Cognos Business Intelligence
7 1 (0.032%) Dynamics AX
7 1 (0.032%) Dynamics NAV
7 1 (0.032%) FastStats
7 1 (0.032%) HFM
7 1 (0.032%) Hyperion Enterprise
7 1 (0.032%) Oracle AML
7 1 (0.032%) SAP Hybris
7 1 (0.032%) SAP S/4HANA
Cloud Services
1 691 (22.29%) Amazon AWS
2 386 (12.45%) Microsoft Azure
3 188 (6.06%) Google Cloud Platform
4 97 (3.13%) SaaS
5 92 (2.97%) GitHub
6 82 (2.65%) Cloud Computing
7 52 (1.68%) Amazon EMR
8 47 (1.52%) Amazon S3
9 43 (1.39%) PaaS
10 40 (1.29%) Amazon EC2
11 30 (0.97%) IaaS
12 22 (0.71%) Office 365
13 17 (0.55%) OpenShift
14 16 (0.52%) Amazon Kinesis
15 15 (0.48%) AWS Lambda
16 13 (0.42%) Azure Machine Learning
17 10 (0.32%) AWS CloudFormation
18 9 (0.29%) Azure Data Factory
18 9 (0.29%) Google Analytics
19 6 (0.19%) Adobe Analytics
Communications & Networking
1 69 (2.23%) Internet
2 42 (1.35%) Kerberos
3 32 (1.03%) Firewall
4 31 (1.00%) TCP/IP
5 24 (0.77%) HTTP
6 22 (0.71%) LAN
7 21 (0.68%) DNS
7 21 (0.68%) NAS
7 21 (0.68%) SAN
8 20 (0.65%) Intranet
8 20 (0.65%) WAN
9 17 (0.55%) LDAP
10 15 (0.48%) Network Security
11 13 (0.42%) SSL
12 12 (0.39%) FCoE
12 12 (0.39%) Fibre Channel
12 12 (0.39%) iSCSI
12 12 (0.39%) Multicast
13 10 (0.32%) SNMP
14 9 (0.29%) SMPP
Database & Business Intelligence
1 2022 (65.23%) Big Data
2 789 (25.45%) NoSQL
3 695 (22.42%) Apache Hive
4 623 (20.10%) MongoDB
5 541 (17.45%) SQL Server
6 517 (16.68%) Apache Cassandra
7 426 (13.74%) Relational Database
8 403 (13.00%) HBase
9 378 (12.19%) MySQL
10 368 (11.87%) Data Warehouse
11 271 (8.74%) SQL Server Integration Services
12 237 (7.65%) Redis
13 221 (7.13%) PostgreSQL
14 201 (6.48%) SQL Server Reporting Services
15 197 (6.35%) RDBMS
16 191 (6.16%) Data Mining
17 151 (4.87%) QlikView
18 143 (4.61%) SQL Server Analysis Services
19 131 (4.23%) Impala
20 124 (4.00%) Amazon Redshift
Development Applications
1 251 (8.10%) Git (software)
2 204 (6.58%) Jenkins
3 123 (3.97%) JIRA
4 101 (3.26%) Maven
5 91 (2.94%) JUnit
6 79 (2.55%) Talend Open Studio
7 62 (2.00%) Atlassian Bamboo
8 56 (1.81%) Team Foundation Server
9 54 (1.74%) Subversion
10 51 (1.65%) TeamCity
11 46 (1.48%) Eclipse
12 42 (1.35%) Bitbucket
13 41 (1.32%) Mockito
14 39 (1.26%) Vagrant
15 38 (1.23%) Selenium
16 33 (1.06%) Gradle
17 32 (1.03%) Ant
18 29 (0.94%) Hudson
19 28 (0.90%) Visual Studio
20 25 (0.81%) Cucumber
General
1 709 (22.87%) Finance
2 290 (9.35%) Banking
3 214 (6.90%) Retail
4 210 (6.77%) Marketing
5 125 (4.03%) Telecoms
6 91 (2.94%) Games
7 82 (2.65%) Investment Banking
8 80 (2.58%) Electronics
9 78 (2.52%) Manufacturing
10 59 (1.90%) Front Office
11 40 (1.29%) Legal
12 30 (0.97%) Advertising
12 30 (0.97%) Financial Institution
13 19 (0.61%) Aerospace
13 19 (0.61%) Retail Banking
14 15 (0.48%) Military
14 15 (0.48%) Pharmaceutical
15 12 (0.39%) Publishing
16 11 (0.35%) Law
17 10 (0.32%) Spanish Language
Job Titles
1 948 (30.58%) Developer
2 530 (17.10%) Java Developer
3 437 (14.10%) Architect
4 346 (11.16%) Data Scientist
5 328 (10.58%) Data Engineer
6 219 (7.06%) Data Architect
7 209 (6.74%) Senior Developer
8 207 (6.68%) Big Data Engineer
8 207 (6.68%) Software Engineer
9 156 (5.03%) Java Engineer
10 151 (4.87%) Big Data Developer
11 150 (4.84%) Analyst
12 139 (4.48%) Big Data Architect
13 137 (4.42%) Hadoop Engineer
14 129 (4.16%) Consultant
14 129 (4.16%) Senior Java Developer
15 125 (4.03%) Software Developer
16 98 (3.16%) Senior Data Scientist
17 95 (3.06%) Hadoop Developer
18 89 (2.87%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 418 (13.48%) Kafka
2 401 (12.94%) Spring
3 330 (10.65%) Web Services
4 284 (9.16%) .NET
5 261 (8.42%) AngularJS
6 250 (8.06%) HTML
7 214 (6.90%) Hibernate
8 206 (6.65%) Node.js
9 174 (5.61%) REST
10 167 (5.39%) React
11 161 (5.19%) XML
12 159 (5.13%) CSS
13 118 (3.81%) RabbitMQ
14 115 (3.71%) HTML5
15 110 (3.55%) Elastic Stack
16 107 (3.45%) RESTful
17 100 (3.23%) Java EE
18 99 (3.19%) J2EE
19 98 (3.16%) JSON
19 98 (3.16%) Lucene
Miscellaneous
1 489 (15.77%) Analytical Skills
2 340 (10.97%) Computer Science
3 231 (7.45%) Algorithms
4 203 (6.55%) Greenfield Project
5 97 (3.13%) Data Structures
6 82 (2.65%) Management Information System
7 77 (2.48%) Fintech
8 66 (2.13%) Foreign Exchange (FX)
9 63 (2.03%) Enterprise Software
10 55 (1.77%) Clustering
11 48 (1.55%) Public Cloud
12 43 (1.39%) User Experience
13 41 (1.32%) Virtual Team
14 39 (1.26%) Equities
15 38 (1.23%) Mobile App
16 37 (1.19%) Linux Command Line
17 31 (1.00%) Data Centre
18 29 (0.94%) Fixed Income
18 29 (0.94%) iPad
19 28 (0.90%) Replication
Operating Systems
1 601 (19.39%) Linux
2 195 (6.29%) Windows
3 194 (6.26%) Unix
4 61 (1.97%) Android
5 58 (1.87%) Apple iOS
6 54 (1.74%) Red Hat Enterprise Linux
7 41 (1.32%) CentOS
8 40 (1.29%) Windows Server
9 20 (0.65%) Solaris
10 19 (0.61%) Ubuntu
11 8 (0.26%) Windows Server 2008
11 8 (0.26%) Windows Server 2012
12 7 (0.23%) Oracle Linux
12 7 (0.23%) Windows Server 2003
13 6 (0.19%) Mac OS
14 4 (0.13%) Mac OS X
14 4 (0.13%) VMS
15 3 (0.097%) AIX
15 3 (0.097%) CoreOS
15 3 (0.097%) Debian
Processes & Methodologies
1 1388 (44.77%) Agile Software Development
2 983 (31.71%) Analytics
3 630 (20.32%) Business Intelligence
4 600 (19.35%) Machine Learning
5 506 (16.32%) Software Engineering
6 497 (16.03%) Scrum
7 473 (15.26%) Open Source
8 462 (14.90%) DevOps
9 424 (13.68%) ETL
10 408 (13.16%) TDD
11 369 (11.90%) Visualisation
12 317 (10.23%) MapReduce
13 312 (10.06%) Continuous Integration
14 288 (9.29%) Data Analytics
15 261 (8.42%) Data Modelling
16 245 (7.90%) Mentoring
17 228 (7.35%) Mathematics
18 220 (7.10%) E-Commerce
19 215 (6.94%) Test Automation
20 212 (6.84%) Statistics
Programming Languages
1 1594 (51.42%) Java
2 1289 (41.58%) Python
3 1102 (35.55%) SQL
4 621 (20.03%) Scala
5 508 (16.39%) R
6 422 (13.61%) JavaScript
7 360 (11.61%) C#
8 324 (10.45%) C++
9 181 (5.84%) Perl
10 164 (5.29%) C
11 138 (4.45%) Bash Shell
12 126 (4.06%) Ruby
13 124 (4.00%) T-SQL
14 122 (3.94%) Go
15 111 (3.58%) PHP
16 107 (3.45%) Shell Script
17 79 (2.55%) MATLAB
18 45 (1.45%) PL/SQL
19 36 (1.16%) VBA
20 30 (0.97%) Groovy
Qualifications
1 558 (18.00%) Degree
2 226 (7.29%) Security Cleared
3 146 (4.71%) PhD
4 119 (3.84%) Computer Science Degree
5 96 (3.10%) Master's Degree
6 91 (2.94%) SC Cleared
7 88 (2.84%) DV Cleared
8 47 (1.52%) Numerate Degree
9 20 (0.65%) Microsoft Certification
10 17 (0.55%) CITP
11 14 (0.45%) ISTQB
11 14 (0.45%) MCITP
12 13 (0.42%) MCTS
12 13 (0.42%) Postgraduate
13 12 (0.39%) CISSP
14 10 (0.32%) ISEB
15 7 (0.23%) BPSS Clearance
16 5 (0.16%) ISTQB Foundation Certification
17 4 (0.13%) Chartered Engineer
17 4 (0.13%) ISSEP
Quality Assurance & Compliance
1 144 (4.65%) QA
2 129 (4.16%) Data Quality
3 22 (0.71%) GCP
4 16 (0.52%) GDPR
5 15 (0.48%) Sarbanes-Oxley
6 14 (0.45%) PCI DSS
7 13 (0.42%) ISO/IEC 27001
8 11 (0.35%) SLA
9 4 (0.13%) Government Security Classifications
9 4 (0.13%) NIST 800
10 3 (0.097%) Actionable Recommendations
11 2 (0.065%) MiFID
12 1 (0.032%) Basel III
12 1 (0.032%) Dodd-Frank
12 1 (0.032%) GPG13
12 1 (0.032%) ISO 22301
12 1 (0.032%) ISO 9001
12 1 (0.032%) PMO
System Software
1 265 (8.55%) Docker
2 223 (7.19%) HDFS
3 118 (3.81%) Apache Flume
4 63 (2.03%) VMware Infrastructure
5 41 (1.32%) Active Directory
6 36 (1.16%) Apache ZooKeeper
7 33 (1.06%) Hyper-V
8 28 (0.90%) Virtual Machines
9 16 (0.52%) Oracle RAC
10 15 (0.48%) KVM
11 14 (0.45%) Varnish
11 14 (0.45%) Xen
12 12 (0.39%) NFS
12 12 (0.39%) SRDF
13 10 (0.32%) vSphere
14 8 (0.26%) VirtualBox
15 7 (0.23%) VMware ESXi
16 3 (0.097%) Tivoli Workload Scheduler
16 3 (0.097%) vCloud
17 2 (0.065%) etcd
Systems Management
1 272 (8.77%) Puppet
2 253 (8.16%) Ansible
3 245 (7.90%) Opscode Chef
4 108 (3.48%) Kibana
5 104 (3.35%) Kubernetes
6 96 (3.10%) Oozie
7 89 (2.87%) logstash
8 70 (2.26%) Mesos
9 65 (2.10%) Salt
10 39 (1.26%) Hadoop YARN
11 34 (1.10%) Ambari
12 30 (0.97%) ZABBIX
13 23 (0.74%) Nagios
14 22 (0.71%) Terraform
15 16 (0.52%) Graphite
16 10 (0.32%) Failover Clustering
16 10 (0.32%) HAProxy
16 10 (0.32%) Red Hat Satellite
17 8 (0.26%) Packer
17 8 (0.26%) SCCM
Vendors
1 503 (16.23%) Oracle
2 313 (10.10%) Tableau
3 256 (8.26%) Microsoft
4 189 (6.10%) Google
5 173 (5.58%) SAP
6 172 (5.55%) Cloudera
7 136 (4.39%) Hortonworks
8 90 (2.90%) Teradata
9 89 (2.87%) Informatica
10 79 (2.55%) Talend
11 75 (2.42%) Red Hat
12 73 (2.35%) VMware
13 68 (2.19%) IBM
14 62 (2.00%) Splunk
15 53 (1.71%) Cognos
15 53 (1.71%) MapR
16 49 (1.58%) MicroStrategy
17 48 (1.55%) Sybase
18 40 (1.29%) TIBCO
19 37 (1.19%) Netezza
London
Revolution Technology
Salary: From £30,000 to £65,000 per annum
Posted: 21 hours ago
London
Maclean Moore Consulting
Salary: From £70,000 to £90,000 per annum
Posted: 15 hours ago
London
Maclean Moore Consulting
Salary: From £70,000 to £90,000 per annum
Posted: 17 hours ago
London
Burns Sheehan
Salary: £60000 - £75000.00 per annum
Posted: 19 hours ago
Manchester, Lancashire
Burns Sheehan
Salary: £650 - £70000 per day + Flexible Benefits
Posted: 12 hours ago
Leeds, West Yorkshire
Engage PSG
Salary: £50000 - £60000 per annum
Posted: 14 hours ago
South East London
Lloyds Banking Group
Salary: £53600 - £84500 per annum + Package
Posted: 17 hours ago
London
Haybrook IT Resourcing Ltd
Salary: Up to £60,000 per annum
Posted: 14 hours ago
Fareham, Hampshire
Experis Ltd
Salary: £47400.00 - £57999.00 per annum + benefits
Posted: 19 hours ago
Newport, Gwent
Experis Ltd
Salary: £47400.00 - £57999.00 per annum + benefits
Posted: 19 hours ago
Hampshire
Austin Fraser
Salary: £70000 - £80000.00 per annum + Benefits
Posted: 16 hours ago
London
Cognizant
Salary: Unspecified
Posted: 16 hours ago
Cambridge, Cambridgeshire
Empiric
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: Yesterday
London
Harvey Nash plc
Salary: £80000 - £85000 per annum
Posted: 2 days ago
Newport, Gwent
Experis Ltd
Salary: £28450.00 - £33249.00 per annum + benefits
Posted: 19 hours ago
Lancashire
Verticality Ltd
Salary: £30k - £40k DOE + Benefits
Posted: 20 hours ago
London
TEKsystems
Salary: £40000 - £60000 per annum
Posted: 12 hours ago
Farnborough, Hampshire
Austin Fraser
Salary: £30000 - £45000 per annum + Benefits and Bonus
Posted: Yesterday
London
Revolution Technology
Salary: From £40,000 to £50,000 per annum
Posted: 21 hours ago
London
Martin & Conley
Salary: £90000 - £110000 per annum + Bonus and Benefits!
Posted: 15 hours ago
Bristol, Avon
Colston Consulting
Salary: £65000 - £75000 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: Yesterday
London
Nicoll Curtin
Salary: £80000 - £110000.00 per annum + Bonus + Package
Posted: 12 hours ago
City, London
Stott & May
Posted: Yesterday
City, London
Experis Ltd
Posted: 2 days ago
Surrey
People Source Consulting
Salary: £50000 - £60000 per annum + Excellent benefits
Posted: 21 hours ago
Preston, Lancashire
Oscar
Salary: £25000 - £40000 per annum
Posted: 14 hours ago
East London
Lorien Resourcing
Salary: £28000 - £42000 per annum
Posted: 21 hours ago
North London
Sage UK Limited
Posted: Yesterday
City, London
TEKsystems
Salary: £60000 - £80000 per annum + benefits
Posted: Yesterday