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 23 May 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
UK
3 months to
23 May 2017
Same period 2016 Same period 2015
Rank 184 187 276
Rank change year-on-year +3 +89  
Permanent jobs citing Hadoop 1522 1752 1260
As % of all permanent IT jobs advertised in the UK 1.79% 1.78% 1.16%
As % of the Database & Business Intelligence category 5.69% 5.85% 3.60%
Number of salaries quoted 1181 1326 1070
Median salary £65,000 £60,000 £62,500
Median salary % change year-on-year +8.33% -4.00%  
90% offered a salary of more than £40,000 £40,000 £42,500
10% offered a salary of more than £97,500 £92,500 £95,000
UK excluding London median salary £55,000 £50,750 £50,000
% change year-on-year +8.37% +1.50%  

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 26770 29928 34995
As % of all permanent IT job vacancies advertised in the UK 31.43% 30.38% 32.35%
Number of salaries quoted 22691 25558 29544
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £75,000 £70,000 £72,000
UK excluding London median salary £42,500 £42,500 £41,000
% change year-on-year - +3.65%  

Hadoop
Job Vacancy Trend

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

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 23 May 2017.

Salary histogram for Hadoop in the UK

Hadoop
Top 30 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 23 May 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 -10 1418 £65,000 +8.33% 222
London -18 839 £70,000 - 145
South East +65 202 £57,500 +4.54% 20
North West +58 147 £60,000 +33.33% 18
Manchester +45 108 £60,000 +33.33% 13
City of London -26 99 £70,000 +7.69% 31
East of England +31 69 £55,000 -6.38% 16
South West -31 63 £45,000 -7.69% 4
Surrey +33 61 £62,500 +4.16% 6
Berkshire +24 59 £50,000 - 6
Scotland +30 52 £40,000 -11.11% 5
Edinburgh +39 48 £48,750 -2.50% 4
Hampshire +50 41 £57,500 +15.00% 5
Yorkshire -45 40 £50,000 +5.26% 8
Essex - 30 £55,000 - 6
Gloucestershire -33 29 £45,000 -10.00%
Reading 0 26 £56,250 +25.00% 2
Guildford +29 24 £50,000 +25.00% 1
Cheshire +1 24 £55,000 +10.00% 4
Leeds -50 23 £50,000 - 6
West Yorkshire -51 23 £50,000 +2.56% 6
Buckinghamshire +5 22 £80,000 +33.33% 1
Milton Keynes +3 22 £80,000 +36.17% 1
West Midlands -35 22 £55,500 -3.47% 8
Slough +30 21 £50,000 -2.43% 2
Colchester - 20 £52,500 - 5
Birmingham +28 17 £56,250 -23.72% 2
Staines -6 17 £65,000 +8.33%
Cambridgeshire -13 17 £55,000 +34.96% 5
East Sussex +31 16 £65,000 +8.33% 1

For the 6 months to 23 May 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 1955 (65.14%) Big Data
2 1547 (51.55%) Java
3 1333 (44.42%) Agile Software Development
4 1307 (43.55%) Apache Spark
5 1202 (40.05%) Python
6 1049 (34.96%) SQL
7 913 (30.42%) Analytics
8 785 (26.16%) NoSQL
9 735 (24.49%) Apache Hive
10 702 (23.39%) Finance
11 652 (21.73%) MongoDB
12 640 (21.33%) Amazon AWS
13 631 (21.03%) Linux
14 591 (19.69%) Business Intelligence
15 569 (18.96%) Scala
16 554 (18.46%) Machine Learning
17 549 (18.29%) Degree
18 512 (17.06%) SQL Server
19 496 (16.53%) Oracle
20 491 (16.36%) R
21 490 (16.33%) Scrum
22 488 (16.26%) Software Engineering
23 481 (16.03%) Apache Cassandra
24 452 (15.06%) HBase
25 447 (14.90%) Analytical Skills
26 432 (14.40%) DevOps
27 427 (14.23%) JavaScript
28 410 (13.66%) ETL
29 408 (13.60%) Open Source
30 396 (13.20%) MySQL

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 1307 (43.55%) Apache Spark
2 343 (11.43%) Apache Pig
3 305 (10.16%) Apache
4 298 (9.93%) SAS
5 294 (9.80%) Elasticsearch
6 193 (6.43%) Tomcat
7 128 (4.27%) Apache Solr
8 112 (3.73%) JBoss
9 103 (3.43%) OpenStack
10 95 (3.17%) WebLogic
11 86 (2.87%) Jetty
12 77 (2.57%) WebSphere
13 47 (1.57%) IIS
14 34 (1.13%) Confluence
15 25 (0.83%) Oracle Coherence
16 24 (0.80%) SharePoint
17 19 (0.63%) GlassFish
17 19 (0.63%) WebSphere Application Server
18 18 (0.60%) Oracle SOA Suite
19 16 (0.53%) Mule
Applications
1 78 (2.60%) SPSS
2 74 (2.47%) Microsoft Excel
3 19 (0.63%) Microsoft PowerPoint
4 14 (0.47%) MS Visio
4 14 (0.47%) Spreadsheet
5 10 (0.33%) Microsoft Office
6 6 (0.20%) Stata
7 5 (0.17%) Weka
8 4 (0.13%) S-PLUS
9 3 (0.100%) GIMP
9 3 (0.100%) SPSS Modeler
10 2 (0.067%) Gephi
11 1 (0.033%) GNU Octave
Business Applications
1 38 (1.27%) SAP Oil and Gas
2 13 (0.43%) RMDS
3 8 (0.27%) Oracle BPM
3 8 (0.27%) SAP GRC
4 4 (0.13%) Oracle Applications
5 2 (0.067%) Cognos Business Intelligence
5 2 (0.067%) FastStats
5 2 (0.067%) SAP InfiniteInsight
6 1 (0.033%) Adobe Campaign
6 1 (0.033%) BusinessWorks
6 1 (0.033%) Dynamics AX
6 1 (0.033%) Dynamics NAV
6 1 (0.033%) HFM
6 1 (0.033%) Hyperion Enterprise
6 1 (0.033%) Oracle AML
6 1 (0.033%) SAP ERP
6 1 (0.033%) SAP HR
6 1 (0.033%) SAP Hybris
6 1 (0.033%) SAP S/4HANA
Cloud Services
1 640 (21.33%) Amazon AWS
2 333 (11.10%) Microsoft Azure
3 143 (4.77%) Google Cloud Platform
4 110 (3.67%) SaaS
5 75 (2.50%) GitHub
6 60 (2.00%) Cloud Computing
7 58 (1.93%) PaaS
8 46 (1.53%) Amazon S3
9 33 (1.10%) Amazon EC2
9 33 (1.10%) Amazon EMR
10 30 (1.00%) IaaS
11 23 (0.77%) AWS Lambda
12 22 (0.73%) Office 365
13 17 (0.57%) Amazon Kinesis
14 16 (0.53%) OpenShift
15 11 (0.37%) Azure Machine Learning
15 11 (0.37%) Sumo Logic
16 8 (0.27%) IBM Cloud
17 7 (0.23%) Google App Engine
18 6 (0.20%) Amazon SQS
Communications & Networking
1 65 (2.17%) Internet
2 40 (1.33%) Kerberos
3 37 (1.23%) HTTP
3 37 (1.23%) TCP/IP
4 33 (1.10%) LAN
5 31 (1.03%) WAN
6 28 (0.93%) NAS
6 28 (0.93%) SAN
7 26 (0.87%) DNS
8 24 (0.80%) Multicast
9 23 (0.77%) FCoE
9 23 (0.77%) Fibre Channel
9 23 (0.77%) Firewall
9 23 (0.77%) iSCSI
10 20 (0.67%) Intranet
11 19 (0.63%) LDAP
12 14 (0.47%) Network Security
13 11 (0.37%) SSL
14 9 (0.30%) SMPP
15 8 (0.27%) SNMP
Database & Business Intelligence
1 1955 (65.14%) Big Data
2 785 (26.16%) NoSQL
3 735 (24.49%) Apache Hive
4 652 (21.73%) MongoDB
5 512 (17.06%) SQL Server
6 481 (16.03%) Apache Cassandra
7 452 (15.06%) HBase
8 396 (13.20%) MySQL
8 396 (13.20%) Relational Database
9 360 (12.00%) Data Warehouse
10 268 (8.93%) SQL Server Integration Services
11 205 (6.83%) Redis
12 197 (6.56%) RDBMS
13 196 (6.53%) SQL Server Reporting Services
14 195 (6.50%) PostgreSQL
15 179 (5.96%) Data Mining
16 146 (4.87%) SQL Server Analysis Services
17 143 (4.77%) Neo4j
18 140 (4.67%) QlikView
19 136 (4.53%) Impala
Development Applications
1 219 (7.30%) Git (software)
2 184 (6.13%) Jenkins
3 116 (3.87%) JIRA
4 91 (3.03%) Maven
5 84 (2.80%) Talend Open Studio
6 81 (2.70%) JUnit
7 54 (1.80%) Team Foundation Server
8 48 (1.60%) Subversion
9 44 (1.47%) Vagrant
10 42 (1.40%) Atlassian Bamboo
11 36 (1.20%) Selenium
12 35 (1.17%) Ant
13 34 (1.13%) TeamCity
14 31 (1.03%) Gradle
14 31 (1.03%) Visual Studio
15 28 (0.93%) Eclipse
16 26 (0.87%) Bitbucket
16 26 (0.87%) Hudson
16 26 (0.87%) Mockito
17 15 (0.50%) Jasmine
General
1 702 (23.39%) Finance
2 297 (9.90%) Banking
3 209 (6.96%) Retail
4 189 (6.30%) Marketing
5 109 (3.63%) Games
6 99 (3.30%) Telecoms
7 95 (3.17%) Investment Banking
8 51 (1.70%) Front Office
9 49 (1.63%) Manufacturing
10 46 (1.53%) Electronics
11 43 (1.43%) Legal
12 28 (0.93%) Financial Institution
13 21 (0.70%) Advertising
14 19 (0.63%) Military
15 17 (0.57%) Publishing
15 17 (0.57%) Retail Banking
16 14 (0.47%) Law
17 12 (0.40%) Pharmaceutical
18 11 (0.37%) Aerospace
18 11 (0.37%) Local Government
Job Titles
1 933 (31.09%) Developer
2 497 (16.56%) Java Developer
3 484 (16.13%) Architect
4 324 (10.80%) Data Engineer
5 298 (9.93%) Data Scientist
6 237 (7.90%) Data Architect
7 226 (7.53%) Senior Developer
8 207 (6.90%) Big Data Engineer
9 179 (5.96%) Software Engineer
10 156 (5.20%) Analyst
10 156 (5.20%) Big Data Developer
11 152 (5.06%) Big Data Architect
12 150 (5.00%) Java Engineer
13 140 (4.67%) Consultant
14 132 (4.40%) Senior Java Developer
15 124 (4.13%) Hadoop Engineer
16 112 (3.73%) Software Developer
17 102 (3.40%) Hadoop Developer
18 97 (3.23%) Senior Data Scientist
19 94 (3.13%) Solutions Architect
Libraries, Frameworks & Software Standards
1 385 (12.83%) Spring
2 368 (12.26%) Kafka
3 336 (11.20%) Web Services
4 290 (9.66%) .NET
5 274 (9.13%) HTML
6 267 (8.90%) AngularJS
7 217 (7.23%) Hibernate
8 209 (6.96%) Node.js
9 189 (6.30%) REST
10 174 (5.80%) CSS
11 168 (5.60%) XML
12 158 (5.26%) React
13 126 (4.20%) HTML5
14 121 (4.03%) J2EE
15 118 (3.93%) Java EE
16 117 (3.90%) RabbitMQ
17 115 (3.83%) Elastic Stack
18 111 (3.70%) jQuery
19 96 (3.20%) JSON
20 92 (3.07%) Apache Camel
Miscellaneous
1 447 (14.90%) Analytical Skills
2 336 (11.20%) Computer Science
3 235 (7.83%) Algorithms
4 220 (7.33%) Greenfield Project
5 83 (2.77%) Management Information System
6 76 (2.53%) Data Structures
7 73 (2.43%) Fintech
8 61 (2.03%) Enterprise Software
9 57 (1.90%) Clustering
10 54 (1.80%) Foreign Exchange (FX)
11 41 (1.37%) Equities
12 40 (1.33%) Data Centre
13 39 (1.30%) Mobile App
14 38 (1.27%) iPad
15 36 (1.20%) User Experience
16 34 (1.13%) PKI
16 34 (1.13%) Virtual Team
17 33 (1.10%) Linux Command Line
17 33 (1.10%) Public Cloud
18 30 (1.00%) Fixed Income
Operating Systems
1 631 (21.03%) Linux
2 180 (6.00%) Unix
3 178 (5.93%) Windows
4 63 (2.10%) Android
5 60 (2.00%) Apple iOS
6 57 (1.90%) Red Hat Enterprise Linux
7 52 (1.73%) CentOS
8 36 (1.20%) Windows Server
9 29 (0.97%) Solaris
10 19 (0.63%) Ubuntu
11 15 (0.50%) Oracle Linux
12 10 (0.33%) Windows Server 2008
12 10 (0.33%) Windows Server 2012
13 8 (0.27%) Windows Server 2003
14 6 (0.20%) CoreOS
14 6 (0.20%) Mac OS
15 5 (0.17%) Debian
16 3 (0.100%) AIX
16 3 (0.100%) MVS
16 3 (0.100%) VMS
Processes & Methodologies
1 1333 (44.42%) Agile Software Development
2 913 (30.42%) Analytics
3 591 (19.69%) Business Intelligence
4 554 (18.46%) Machine Learning
5 490 (16.33%) Scrum
6 488 (16.26%) Software Engineering
7 432 (14.40%) DevOps
8 410 (13.66%) ETL
9 408 (13.60%) Open Source
10 389 (12.96%) TDD
11 346 (11.53%) Visualisation
12 319 (10.63%) MapReduce
13 281 (9.36%) Continuous Integration
14 266 (8.86%) Data Analytics
15 256 (8.53%) Data Modelling
16 253 (8.43%) Mentoring
17 252 (8.40%) Mathematics
18 225 (7.50%) E-Commerce
19 202 (6.73%) SDLC
20 201 (6.70%) Statistics
Programming Languages
1 1547 (51.55%) Java
2 1202 (40.05%) Python
3 1049 (34.96%) SQL
4 569 (18.96%) Scala
5 491 (16.36%) R
6 427 (14.23%) JavaScript
7 375 (12.50%) C#
8 298 (9.93%) C++
9 187 (6.23%) Perl
10 166 (5.53%) C
11 139 (4.63%) Ruby
12 130 (4.33%) T-SQL
13 129 (4.30%) Bash Shell
14 113 (3.77%) PHP
15 96 (3.20%) Go
16 91 (3.03%) Shell Script
17 68 (2.27%) MATLAB
18 41 (1.37%) PL/SQL
19 38 (1.27%) VBA
20 36 (1.20%) Groovy
Qualifications
1 549 (18.29%) Degree
2 200 (6.66%) Security Cleared
3 134 (4.47%) PhD
4 81 (2.70%) DV Cleared
5 77 (2.57%) SC Cleared
6 17 (0.57%) CITP
7 15 (0.50%) CISSP
7 15 (0.50%) ISEB
7 15 (0.50%) ISTQB
8 14 (0.47%) Microsoft Certification
9 9 (0.30%) MCITP
9 9 (0.30%) MCTS
10 8 (0.27%) BPSS Clearance
11 7 (0.23%) PMI Certification
11 7 (0.23%) PMP
12 6 (0.20%) CEH
13 5 (0.17%) CISM
13 5 (0.17%) GCIH
13 5 (0.17%) ISTQB Foundation Certification
13 5 (0.17%) OSCP
Quality Assurance & Compliance
1 162 (5.40%) QA
2 113 (3.77%) Data Quality
3 19 (0.63%) ISO/IEC 27001
4 15 (0.50%) Sarbanes-Oxley
5 13 (0.43%) SLA
6 11 (0.37%) GDPR
7 10 (0.33%) PCI DSS
8 9 (0.30%) GCP
9 3 (0.100%) Actionable Recommendations
9 3 (0.100%) GPG13
9 3 (0.100%) MiFID
10 2 (0.067%) Cyber Essentials
10 2 (0.067%) ISO 9001
11 1 (0.033%) Basel III
11 1 (0.033%) Dodd-Frank
11 1 (0.033%) ISO22301
11 1 (0.033%) PMO
System Software
1 239 (7.96%) Docker
2 215 (7.16%) HDFS
3 107 (3.57%) Apache Flume
4 81 (2.70%) VMware Infrastructure
5 54 (1.80%) Hyper-V
6 36 (1.20%) Active Directory
6 36 (1.20%) Apache ZooKeeper
7 27 (0.90%) KVM
7 27 (0.90%) Oracle RAC
8 25 (0.83%) Virtual Machines
9 24 (0.80%) Xen
10 23 (0.77%) NFS
10 23 (0.77%) SRDF
11 10 (0.33%) vSphere
12 9 (0.30%) VirtualBox
13 5 (0.17%) Snort
14 4 (0.13%) Varnish
15 3 (0.100%) etcd
15 3 (0.100%) vCloud
16 2 (0.067%) flannel
Systems Management
1 262 (8.73%) Puppet
2 239 (7.96%) Ansible
3 232 (7.73%) Opscode Chef
4 102 (3.40%) Kibana
5 97 (3.23%) Oozie
6 89 (2.97%) Kubernetes
7 77 (2.57%) logstash
8 62 (2.07%) Salt
9 47 (1.57%) Hadoop YARN
9 47 (1.57%) Mesos
10 34 (1.13%) Ambari
11 30 (1.00%) Nagios
12 24 (0.80%) ZABBIX
13 18 (0.60%) Terraform
14 13 (0.43%) Graphite
14 13 (0.43%) Riemann
15 9 (0.30%) Failover Clustering
15 9 (0.30%) QRadar
16 8 (0.27%) SCCM
16 8 (0.27%) yum
Vendors
1 496 (16.53%) Oracle
2 277 (9.23%) Tableau
3 261 (8.70%) Microsoft
4 164 (5.46%) Cloudera
4 164 (5.46%) Google
5 137 (4.57%) Hortonworks
6 126 (4.20%) SAP
7 94 (3.13%) Teradata
8 92 (3.07%) VMware
9 90 (3.00%) Informatica
10 84 (2.80%) Talend
11 78 (2.60%) Red Hat
12 77 (2.57%) Splunk
13 70 (2.33%) IBM
14 58 (1.93%) Sybase
15 57 (1.90%) TIBCO
16 52 (1.73%) Cognos
17 47 (1.57%) MapR
18 43 (1.43%) Cisco
19 38 (1.27%) MicroStrategy
East London
Lorien Resourcing
Salary: £40000 - £60000 per annum
Posted: 9 hours ago
Liverpool, Merseyside
Computer Futures
Salary: £80000 - £90000 per annum + Healthcare, Pensions Scheme
Posted: 13 hours ago
London
Engage PSG
Salary: £65000 - £70000 per annum + 10% bonus
Posted: 12 hours ago
London
Computer Futures
Salary: £80000 per annum + competitive
Posted: 5 hours ago
London
Spectrum IT Recruitment (South) Ltd
Posted: 6 hours ago
London
Eutopia Solutions Ltd
Salary: £65000 - £85000 per annum + Bonus & Benefits
Posted: 14 hours ago
London
Harrington Starr
Salary: £70000 - £85000 per annum + Benefits + Bonus
Posted: 2 hours ago
London
Martin & Conley
Salary: £90000 - £110000 per annum + Bonus + Benefits!
Posted: 13 hours ago
London
Harrington Starr
Salary: £75000 - £100000 per annum + Benefits + Bonus
Posted: 23 hours ago
London
Big Wednesday Digital Ltd
Salary: £45000 - £65000 per annum + Negotiable
Posted: 15 hours ago
City, London
Cititec
Salary: £75000 - £100000 per annum
Posted: 13 hours ago
East London
Digitech Resourcing Ltd
Salary: From £70,000 to £90,000 per annum £85,000, on-site gym, on-site cafe,
Posted: Yesterday
Colchester, Essex
Pure Resourcing Solutions
Salary: £55000 - £65000 per annum
Posted: 13 hours ago
Colchester, Essex
Pure Resourcing Solutions
Salary: £40000 - £55000 per annum
Posted: 13 hours ago
Portsmouth, Hampshire
Stepstone
Salary: Competitive Salary & Generous Benefits
Posted: Yesterday
South East London
Stepstone
Salary: Competitive Salary & Generous Benefits
Posted: Yesterday
South East London
Stepstone
Salary: Competitive Salary & Generous Benefits
Posted: Yesterday
Portsmouth, Hampshire
Stepstone
Salary: Competitive Salary & Generous Benefits
Posted: Yesterday
London
Stott & May
Salary: £90000 - £120000 per annum + Bonus
Posted: 13 hours ago
East London
Lorien Resourcing
Salary: £60000 - £75000 per annum + Car Allow + Bonus + Benefits
Posted: 10 hours ago
Manchester, Lancashire
Amsource Technology Ltd
Salary: Up to £70,000 per annum plus benefits
Posted: Yesterday
City, London
Accenture
Salary: From £40,000 to £47,000 per annum
Posted: 9 hours ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £65000 per annum + Benefits
Posted: 13 hours ago
Central London / West End
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 - £70000 Per Annum Plus Excellent Benefits
Posted: 2 days ago
Manchester, Lancashire
Head Resourcing
Posted: Yesterday
City, London
Informatiq Consulting
Salary: Bens
Posted: Yesterday
Edinburgh, Midlothian
Informatiq Consulting
Posted: Yesterday
Birmingham, West Midlands (County)
Big Wednesday Digital Ltd
Salary: £55000 - £95000 per annum
Posted: 15 hours ago
London
Montash
Salary: £50000.00 - £80000 per annum
Posted: 11 hours ago
City, London
Digitech Resourcing Ltd
Salary: From £35,000 to £45,000 per annum + Training on new technologies
Posted: Yesterday