The following table provides summary statistics for permanent job vacancies advertised in England 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 / England
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 199 201 248
Rank change year-on-year +2 +47  
Permanent jobs citing Hadoop 1506 1574 1360
As % of all permanent IT jobs advertised in England 1.80% 1.70% 1.32%
As % of the Database & Business Intelligence category 5.89% 5.68% 4.06%
Number of salaries quoted 1151 1251 1167
Median salary £62,500 £62,500 £62,500
90% offered a salary of more than £37,500 £38,750 £40,000
10% offered a salary of more than £100,000 £97,500 £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 advertised in England with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
England
Permanent job vacancies with a requirement for database and business intelligence skills 25573 27690 33531
As % of all permanent IT job vacancies advertised in England 30.61% 29.97% 32.66%
Number of salaries quoted 50268 54909 67591
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 in England

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

Job vacancy trend for Hadoop in England

Hadoop
Salary Trend in England

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

Salary trend for Hadoop in England

Hadoop
Salary Histogram in England

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

Salary histogram for Hadoop in England

Hadoop
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the England region 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
London +1 904 £67,500 -3.57% 143
South East +24 207 £57,500 +4.54% 25
North of England +66 205 £55,000 +10.00% 39
North West +68 157 £56,500 +18.94% 16
South West -61 71 £41,000 -18.00% 10
East of England +5 67 £55,000 -8.33% 14
Midlands -28 45 £52,500 -12.50% 6
Yorkshire -26 36 £50,000 - 22
West Midlands -25 30 £55,000 -8.33% 4
East Midlands +21 15 £50,000 +25.00% 2
North East +18 12 £45,000 -41.93% 1
Hadoop
UK

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 across the England region with a requirement for Hadoop.

1 1911 (65.92%) Big Data
2 1504 (51.88%) Java
3 1337 (46.12%) Agile Software Development
4 1316 (45.39%) Apache Spark
5 1226 (42.29%) Python
6 1035 (35.70%) SQL
7 890 (30.70%) Analytics
8 746 (25.73%) NoSQL
9 661 (22.80%) Amazon AWS
10 641 (22.11%) Apache Hive
11 638 (22.01%) Finance
12 593 (20.46%) Scala
13 585 (20.18%) Business Intelligence
14 571 (19.70%) Linux
15 569 (19.63%) MongoDB
16 547 (18.87%) Machine Learning
17 521 (17.97%) Degree
18 518 (17.87%) SQL Server
19 498 (17.18%) Apache Cassandra
20 478 (16.49%) Scrum
21 465 (16.04%) R
22 460 (15.87%) Software Engineering
23 449 (15.49%) Oracle
24 444 (15.32%) DevOps
25 434 (14.97%) Analytical Skills
26 432 (14.90%) Open Source
27 400 (13.80%) TDD
28 399 (13.76%) Kafka
29 395 (13.63%) ETL
30 394 (13.59%) Relational Database

Hadoop
Co-occurring IT Skills in England 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 1316 (45.39%) Apache Spark
2 302 (10.42%) Elasticsearch
3 297 (10.24%) Apache
4 258 (8.90%) Apache Pig
5 257 (8.87%) SAS
6 196 (6.76%) Tomcat
7 149 (5.14%) Apache Solr
8 124 (4.28%) JBoss
9 106 (3.66%) OpenStack
10 101 (3.48%) WebLogic
11 97 (3.35%) Jetty
12 78 (2.69%) WebSphere
13 48 (1.66%) IIS
14 43 (1.48%) Confluence
15 26 (0.90%) SharePoint
16 23 (0.79%) nginx
16 23 (0.79%) WebSphere Application Server
17 22 (0.76%) GlassFish
18 18 (0.62%) Cloud Foundry
19 13 (0.45%) Oracle Coherence
Applications
1 80 (2.76%) SPSS
2 70 (2.41%) Microsoft Excel
3 20 (0.69%) Spreadsheet
4 16 (0.55%) Microsoft Office
4 16 (0.55%) Microsoft PowerPoint
5 10 (0.34%) MS Visio
6 6 (0.21%) Weka
7 5 (0.17%) Stata
8 3 (0.10%) GIMP
8 3 (0.10%) S-PLUS
8 3 (0.10%) SPSS Modeler
9 2 (0.069%) Gephi
9 2 (0.069%) Microsoft Project
10 1 (0.034%) GNU Octave
10 1 (0.034%) LaTeX
Business Applications
1 71 (2.45%) SAP Oil and Gas
2 6 (0.21%) RMDS
3 4 (0.14%) Oracle Applications
3 4 (0.14%) SAP InfiniteInsight
4 3 (0.10%) SAP ERP
5 2 (0.069%) BusinessWorks
5 2 (0.069%) SAP HR
6 1 (0.034%) Cognos Business Intelligence
6 1 (0.034%) Dynamics AX
6 1 (0.034%) Dynamics NAV
6 1 (0.034%) FastStats
6 1 (0.034%) HFM
6 1 (0.034%) Hyperion Enterprise
6 1 (0.034%) Oracle AML
6 1 (0.034%) SAP Hybris
Cloud Services
1 661 (22.80%) Amazon AWS
2 365 (12.59%) Microsoft Azure
3 183 (6.31%) Google Cloud Platform
4 93 (3.21%) SaaS
5 92 (3.17%) GitHub
6 74 (2.55%) Cloud Computing
7 52 (1.79%) Amazon EMR
8 46 (1.59%) Amazon S3
9 41 (1.41%) PaaS
10 35 (1.21%) Amazon EC2
11 28 (0.97%) IaaS
12 22 (0.76%) Office 365
13 17 (0.59%) OpenShift
14 16 (0.55%) Amazon Kinesis
15 15 (0.52%) AWS Lambda
16 13 (0.45%) Azure Machine Learning
17 10 (0.34%) AWS CloudFormation
18 9 (0.31%) Azure Data Factory
18 9 (0.31%) Google Analytics
19 6 (0.21%) Adobe Analytics
Communications & Networking
1 66 (2.28%) Internet
2 42 (1.45%) Kerberos
3 29 (1.00%) TCP/IP
4 26 (0.90%) Firewall
5 24 (0.83%) HTTP
6 22 (0.76%) LAN
7 20 (0.69%) Intranet
7 20 (0.69%) NAS
7 20 (0.69%) SAN
7 20 (0.69%) WAN
8 17 (0.59%) LDAP
9 15 (0.52%) Network Security
10 14 (0.48%) DNS
11 13 (0.45%) SSL
12 12 (0.41%) FCoE
12 12 (0.41%) Fibre Channel
12 12 (0.41%) iSCSI
12 12 (0.41%) Multicast
13 9 (0.31%) SMPP
14 8 (0.28%) VLAN
Database & Business Intelligence
1 1911 (65.92%) Big Data
2 746 (25.73%) NoSQL
3 641 (22.11%) Apache Hive
4 569 (19.63%) MongoDB
5 518 (17.87%) SQL Server
6 498 (17.18%) Apache Cassandra
7 394 (13.59%) Relational Database
8 374 (12.90%) MySQL
9 370 (12.76%) HBase
10 339 (11.69%) Data Warehouse
11 267 (9.21%) SQL Server Integration Services
12 235 (8.11%) Redis
13 210 (7.24%) PostgreSQL
14 198 (6.83%) SQL Server Reporting Services
15 180 (6.21%) RDBMS
16 177 (6.11%) Data Mining
17 143 (4.93%) SQL Server Analysis Services
18 134 (4.62%) QlikView
19 131 (4.52%) Impala
20 119 (4.10%) Amazon Redshift
Development Applications
1 241 (8.31%) Git (software)
2 191 (6.59%) Jenkins
3 116 (4.00%) JIRA
4 101 (3.48%) Maven
5 91 (3.14%) JUnit
6 76 (2.62%) Talend Open Studio
7 56 (1.93%) Atlassian Bamboo
8 51 (1.76%) Team Foundation Server
8 51 (1.76%) TeamCity
9 50 (1.72%) Subversion
10 46 (1.59%) Eclipse
11 41 (1.41%) Mockito
12 39 (1.35%) Vagrant
13 37 (1.28%) Selenium
14 35 (1.21%) Bitbucket
15 32 (1.10%) Ant
15 32 (1.10%) Gradle
16 29 (1.00%) Hudson
17 28 (0.97%) Visual Studio
18 25 (0.86%) Cucumber
General
1 638 (22.01%) Finance
2 287 (9.90%) Banking
3 206 (7.11%) Retail
4 202 (6.97%) Marketing
5 122 (4.21%) Telecoms
6 88 (3.04%) Games
7 81 (2.79%) Investment Banking
8 80 (2.76%) Electronics
9 78 (2.69%) Manufacturing
10 59 (2.04%) Front Office
11 31 (1.07%) Legal
12 30 (1.03%) Financial Institution
13 29 (1.00%) Advertising
14 19 (0.66%) Aerospace
14 19 (0.66%) Retail Banking
15 15 (0.52%) Military
15 15 (0.52%) Pharmaceutical
16 11 (0.38%) Law
17 10 (0.34%) Publishing
17 10 (0.34%) Spanish Language
Job Titles
1 896 (30.91%) Developer
2 489 (16.87%) Java Developer
3 391 (13.49%) Architect
4 324 (11.18%) Data Engineer
5 315 (10.87%) Data Scientist
6 206 (7.11%) Senior Developer
7 202 (6.97%) Big Data Engineer
8 190 (6.55%) Data Architect
9 183 (6.31%) Software Engineer
10 146 (5.04%) Big Data Developer
11 141 (4.86%) Analyst
12 134 (4.62%) Java Engineer
13 131 (4.52%) Hadoop Engineer
14 130 (4.48%) Big Data Architect
15 127 (4.38%) Senior Java Developer
16 121 (4.17%) Consultant
17 102 (3.52%) Software Developer
18 94 (3.24%) Hadoop Developer
19 89 (3.07%) Senior Data Scientist
20 87 (3.00%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 399 (13.76%) Kafka
2 386 (13.31%) Spring
3 327 (11.28%) Web Services
4 253 (8.73%) .NET
5 247 (8.52%) AngularJS
6 236 (8.14%) HTML
7 208 (7.17%) Hibernate
8 197 (6.80%) Node.js
9 165 (5.69%) REST
10 164 (5.66%) React
11 149 (5.14%) CSS
12 129 (4.45%) XML
13 118 (4.07%) RabbitMQ
14 105 (3.62%) HTML5
15 101 (3.48%) Elastic Stack
16 98 (3.38%) Lucene
17 96 (3.31%) jQuery
18 94 (3.24%) J2EE
19 91 (3.14%) Java EE
20 90 (3.10%) RESTful
Miscellaneous
1 434 (14.97%) Analytical Skills
2 318 (10.97%) Computer Science
3 225 (7.76%) Algorithms
4 195 (6.73%) Greenfield Project
5 94 (3.24%) Data Structures
6 82 (2.83%) Management Information System
7 75 (2.59%) Fintech
8 66 (2.28%) Foreign Exchange (FX)
9 55 (1.90%) Clustering
9 55 (1.90%) Enterprise Software
10 48 (1.66%) Public Cloud
11 42 (1.45%) User Experience
12 39 (1.35%) Equities
13 38 (1.31%) Virtual Team
14 37 (1.28%) Linux Command Line
15 36 (1.24%) Mobile App
16 30 (1.03%) Data Centre
17 29 (1.00%) Fixed Income
18 28 (0.97%) iPad
18 28 (0.97%) Replication
Operating Systems
1 571 (19.70%) Linux
2 186 (6.42%) Windows
3 177 (6.11%) Unix
4 61 (2.10%) Android
5 58 (2.00%) Apple iOS
6 51 (1.76%) Red Hat Enterprise Linux
7 40 (1.38%) CentOS
8 39 (1.35%) Windows Server
9 20 (0.69%) Solaris
10 18 (0.62%) Ubuntu
11 8 (0.28%) Windows Server 2008
11 8 (0.28%) Windows Server 2012
12 7 (0.24%) Oracle Linux
13 6 (0.21%) Mac OS
13 6 (0.21%) Windows Server 2003
14 4 (0.14%) Mac OS X
14 4 (0.14%) VMS
15 3 (0.10%) AIX
15 3 (0.10%) CoreOS
15 3 (0.10%) Debian
Processes & Methodologies
1 1337 (46.12%) Agile Software Development
2 890 (30.70%) Analytics
3 585 (20.18%) Business Intelligence
4 547 (18.87%) Machine Learning
5 478 (16.49%) Scrum
6 460 (15.87%) Software Engineering
7 444 (15.32%) DevOps
8 432 (14.90%) Open Source
9 400 (13.80%) TDD
10 395 (13.63%) ETL
11 334 (11.52%) Visualisation
12 298 (10.28%) MapReduce
13 297 (10.24%) Continuous Integration
14 270 (9.31%) Data Analytics
15 237 (8.18%) Data Modelling
16 233 (8.04%) Mentoring
17 216 (7.45%) Mathematics
18 213 (7.35%) E-Commerce
19 212 (7.31%) Test Automation
20 208 (7.17%) Statistics
Programming Languages
1 1504 (51.88%) Java
2 1226 (42.29%) Python
3 1035 (35.70%) SQL
4 593 (20.46%) Scala
5 465 (16.04%) R
6 387 (13.35%) JavaScript
7 341 (11.76%) C#
8 313 (10.80%) C++
9 176 (6.07%) Perl
10 155 (5.35%) C
11 137 (4.73%) Bash Shell
12 123 (4.24%) Ruby
13 122 (4.21%) Go
13 122 (4.21%) T-SQL
14 109 (3.76%) PHP
15 105 (3.62%) Shell Script
16 72 (2.48%) MATLAB
17 38 (1.31%) PL/SQL
18 36 (1.24%) VBA
19 30 (1.03%) Clojure
Qualifications
1 521 (17.97%) Degree
2 196 (6.76%) Security Cleared
3 138 (4.76%) PhD
4 114 (3.93%) Computer Science Degree
5 88 (3.04%) DV Cleared
6 85 (2.93%) Master's Degree
7 84 (2.90%) SC Cleared
8 40 (1.38%) Numerate Degree
9 19 (0.66%) Microsoft Certification
10 14 (0.48%) ISTQB
11 13 (0.45%) MCITP
11 13 (0.45%) MCTS
11 13 (0.45%) Postgraduate
12 12 (0.41%) CISSP
13 10 (0.34%) ISEB
14 6 (0.21%) BPSS Clearance
15 5 (0.17%) ISTQB Foundation Certification
16 4 (0.14%) Chartered Engineer
16 4 (0.14%) ISSEP
16 4 (0.14%) PMP
Quality Assurance & Compliance
1 141 (4.86%) QA
2 116 (4.00%) Data Quality
3 22 (0.76%) GCP
4 16 (0.55%) GDPR
5 15 (0.52%) Sarbanes-Oxley
6 14 (0.48%) PCI DSS
7 13 (0.45%) ISO/IEC 27001
8 11 (0.38%) SLA
9 4 (0.14%) Government Security Classifications
9 4 (0.14%) NIST 800
10 3 (0.10%) Actionable Recommendations
11 2 (0.069%) MiFID
12 1 (0.034%) Basel III
12 1 (0.034%) Dodd-Frank
12 1 (0.034%) GPG13
12 1 (0.034%) ISO 22301
12 1 (0.034%) ISO 9001
System Software
1 250 (8.62%) Docker
2 206 (7.11%) HDFS
3 116 (4.00%) Apache Flume
4 61 (2.10%) VMware Infrastructure
5 39 (1.35%) Active Directory
6 36 (1.24%) Apache ZooKeeper
7 33 (1.14%) Hyper-V
8 26 (0.90%) Virtual Machines
9 16 (0.55%) Oracle RAC
10 14 (0.48%) KVM
10 14 (0.48%) Varnish
10 14 (0.48%) Xen
11 12 (0.41%) NFS
11 12 (0.41%) SRDF
12 10 (0.34%) vSphere
13 8 (0.28%) VirtualBox
14 7 (0.24%) VMware ESXi
15 3 (0.10%) Tivoli Workload Scheduler
16 2 (0.069%) ProxySG
16 2 (0.069%) Snort
Systems Management
1 264 (9.11%) Puppet
2 247 (8.52%) Ansible
3 245 (8.45%) Opscode Chef
4 107 (3.69%) Kibana
5 98 (3.38%) Kubernetes
6 93 (3.21%) Oozie
7 89 (3.07%) logstash
8 69 (2.38%) Mesos
9 65 (2.24%) Salt
10 29 (1.00%) Hadoop YARN
11 25 (0.86%) ZABBIX
12 23 (0.79%) Nagios
13 19 (0.66%) Ambari
14 17 (0.59%) Terraform
15 16 (0.55%) Graphite
16 10 (0.34%) Failover Clustering
16 10 (0.34%) HAProxy
16 10 (0.34%) Red Hat Satellite
17 8 (0.28%) SCCM
18 7 (0.24%) Graylog
Vendors
1 449 (15.49%) Oracle
2 292 (10.07%) Tableau
3 242 (8.35%) Microsoft
4 189 (6.52%) Google
5 156 (5.38%) SAP
6 154 (5.31%) Cloudera
7 130 (4.48%) Hortonworks
8 81 (2.79%) Teradata
9 76 (2.62%) Talend
10 74 (2.55%) Red Hat
11 71 (2.45%) Informatica
12 65 (2.24%) VMware
13 57 (1.97%) IBM
14 54 (1.86%) Splunk
15 53 (1.83%) Cognos
15 53 (1.83%) MapR
16 48 (1.66%) MicroStrategy
16 48 (1.66%) Sybase
17 40 (1.38%) TIBCO
18 36 (1.24%) 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
Hampshire
Austin Fraser
Salary: £70000 - £80000.00 per annum + Benefits
Posted: 15 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
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
London
Spectrum IT Recruitment (South) Ltd
Posted: Yesterday
City, London
Schroders plc
Posted: 16 hours ago