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

Apache Hadoop
UK
3 months to
27 May 2017
Same period 2016 Same period 2015
Rank 192 184 277
Rank change year-on-year -8 +93  
Permanent jobs citing Hadoop 1540 1774 1275
As % of all permanent IT jobs advertised in the UK 1.79% 1.78% 1.19%
As % of the Database & Business Intelligence category 5.71% 5.87% 3.67%
Number of salaries quoted 1186 1359 1088
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 £52,500 £50,000
% change year-on-year +4.76% +5.00%  

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 26965 30222 34705
As % of all permanent IT job vacancies advertised in the UK 31.28% 30.29% 32.47%
Number of salaries quoted 22846 25835 29290
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 £72,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

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 27 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 27 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 -12 1434 £65,000 +8.33% 229
London -14 849 £70,000 - 145
South East +54 202 £57,500 +4.54% 28
North West +48 150 £60,000 +29.72% 24
Manchester +43 113 £60,000 +26.31% 16
City of London -20 97 £68,250 +5.00% 36
East of England +11 68 £55,000 -6.38% 13
South West -45 64 £45,000 -10.00% 6
Surrey +32 60 £62,500 +4.16% 7
Berkshire +28 56 £50,000 - 7
Scotland +33 51 £40,000 -20.00% 7
Edinburgh +39 46 £50,000 -4.76% 6
Hampshire +46 42 £57,500 +15.00% 8
Yorkshire -48 40 £50,000 +5.26% 5
Gloucestershire -36 32 £45,000 -10.00% 2
Essex - 30 £55,000 - 5
Reading +1 25 £50,000 +11.11% 5
Guildford +31 24 £50,000 +25.00% 2
West Midlands -35 24 £57,500 - 5
Buckinghamshire +6 23 £80,000 +33.33% 5
Milton Keynes +2 23 £80,000 +100.00% 5
Leeds -47 23 £50,000 - 2
West Yorkshire -60 23 £50,000 +2.56% 2
Cheshire -6 22 £55,000 +10.00% 6
Slough +25 19 £50,000 -2.43%
South Wales +22 18 £35,000 -23.49% 1
North East +19 18 £45,000 -33.33% 1
Wales +15 18 £35,000 -23.49% 1
Colchester - 18 £52,500 - 4
East Sussex +23 17 £65,000 +8.33% 1

For the 6 months to 27 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 1972 (65.15%) Big Data
2 1554 (51.34%) Java
3 1349 (44.57%) Agile Software Development
4 1309 (43.24%) Apache Spark
5 1214 (40.11%) Python
6 1061 (35.05%) SQL
7 928 (30.66%) Analytics
8 784 (25.90%) NoSQL
9 733 (24.22%) Apache Hive
10 712 (23.52%) Finance
11 652 (21.54%) Amazon AWS
12 651 (21.51%) MongoDB
13 635 (20.98%) Linux
14 606 (20.02%) Business Intelligence
15 577 (19.06%) Scala
16 559 (18.47%) Machine Learning
17 555 (18.33%) Degree
18 519 (17.15%) SQL Server
19 503 (16.62%) Oracle
20 498 (16.45%) R
21 493 (16.29%) Software Engineering
22 492 (16.25%) Scrum
23 485 (16.02%) Apache Cassandra
24 454 (15.00%) Analytical Skills
25 450 (14.87%) HBase
26 444 (14.67%) DevOps
27 436 (14.40%) JavaScript
28 423 (13.97%) Open Source
29 412 (13.61%) ETL
30 408 (13.48%) Relational Database

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 1309 (43.24%) Apache Spark
2 338 (11.17%) Apache Pig
3 304 (10.04%) Apache
3 304 (10.04%) SAS
4 290 (9.58%) Elasticsearch
5 194 (6.41%) Tomcat
6 132 (4.36%) Apache Solr
7 113 (3.73%) JBoss
8 105 (3.47%) OpenStack
9 95 (3.14%) WebLogic
10 87 (2.87%) Jetty
11 79 (2.61%) WebSphere
12 48 (1.59%) IIS
13 36 (1.19%) Confluence
14 25 (0.83%) SharePoint
15 24 (0.79%) Oracle Coherence
16 19 (0.63%) GlassFish
16 19 (0.63%) WebSphere Application Server
17 18 (0.59%) Oracle SOA Suite
18 16 (0.53%) Mule
Applications
1 79 (2.61%) SPSS
2 74 (2.44%) Microsoft Excel
3 20 (0.66%) Microsoft PowerPoint
4 15 (0.50%) Spreadsheet
5 14 (0.46%) MS Visio
6 12 (0.40%) Microsoft Office
7 6 (0.20%) Stata
8 5 (0.17%) Weka
9 4 (0.13%) S-PLUS
10 3 (0.099%) GIMP
10 3 (0.099%) SPSS Modeler
11 2 (0.066%) Gephi
12 1 (0.033%) GNU Octave
12 1 (0.033%) Microsoft Project
Business Applications
1 39 (1.29%) SAP Oil and Gas
2 12 (0.40%) RMDS
3 8 (0.26%) Oracle BPM
3 8 (0.26%) SAP GRC
4 4 (0.13%) Oracle Applications
5 2 (0.066%) BusinessWorks
5 2 (0.066%) Cognos Business Intelligence
5 2 (0.066%) FastStats
5 2 (0.066%) SAP HR
5 2 (0.066%) SAP InfiniteInsight
6 1 (0.033%) Adobe Campaign
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 Hybris
6 1 (0.033%) SAP S/4HANA
Cloud Services
1 652 (21.54%) Amazon AWS
2 339 (11.20%) Microsoft Azure
3 146 (4.82%) Google Cloud Platform
4 111 (3.67%) SaaS
5 77 (2.54%) GitHub
6 63 (2.08%) Cloud Computing
7 54 (1.78%) PaaS
8 45 (1.49%) Amazon S3
9 35 (1.16%) Amazon EMR
10 33 (1.09%) Amazon EC2
11 29 (0.96%) IaaS
12 22 (0.73%) Office 365
13 20 (0.66%) AWS Lambda
14 15 (0.50%) Amazon Kinesis
14 15 (0.50%) OpenShift
15 11 (0.36%) Azure Machine Learning
15 11 (0.36%) Sumo Logic
16 9 (0.30%) Azure Data Factory
17 7 (0.23%) AWS CloudFormation
17 7 (0.23%) IBM Cloud
Communications & Networking
1 66 (2.18%) Internet
2 39 (1.29%) Kerberos
3 37 (1.22%) TCP/IP
4 35 (1.16%) HTTP
5 32 (1.06%) LAN
6 30 (0.99%) WAN
7 29 (0.96%) NAS
7 29 (0.96%) SAN
8 26 (0.86%) Firewall
9 25 (0.83%) DNS
10 23 (0.76%) iSCSI
11 22 (0.73%) FCoE
11 22 (0.73%) Fibre Channel
11 22 (0.73%) Multicast
12 20 (0.66%) Intranet
13 19 (0.63%) LDAP
14 17 (0.56%) Network Security
15 10 (0.33%) SNMP
16 9 (0.30%) SMPP
16 9 (0.30%) SSL
Database & Business Intelligence
1 1972 (65.15%) Big Data
2 784 (25.90%) NoSQL
3 733 (24.22%) Apache Hive
4 651 (21.51%) MongoDB
5 519 (17.15%) SQL Server
6 485 (16.02%) Apache Cassandra
7 450 (14.87%) HBase
8 408 (13.48%) Relational Database
9 398 (13.15%) MySQL
10 366 (12.09%) Data Warehouse
11 274 (9.05%) SQL Server Integration Services
12 211 (6.97%) Redis
13 203 (6.71%) RDBMS
14 199 (6.57%) SQL Server Reporting Services
15 197 (6.51%) PostgreSQL
16 181 (5.98%) Data Mining
17 149 (4.92%) SQL Server Analysis Services
18 145 (4.79%) QlikView
19 139 (4.59%) Neo4j
20 138 (4.56%) Impala
Development Applications
1 219 (7.23%) Git (software)
2 188 (6.21%) Jenkins
3 118 (3.90%) JIRA
4 90 (2.97%) Maven
5 85 (2.81%) Talend Open Studio
6 82 (2.71%) JUnit
7 55 (1.82%) Team Foundation Server
8 48 (1.59%) Subversion
9 45 (1.49%) Vagrant
10 44 (1.45%) Atlassian Bamboo
11 37 (1.22%) Selenium
12 36 (1.19%) TeamCity
13 34 (1.12%) Ant
14 32 (1.06%) Visual Studio
15 31 (1.02%) Gradle
16 28 (0.93%) Eclipse
17 27 (0.89%) Bitbucket
17 27 (0.89%) Mockito
18 26 (0.86%) Hudson
19 17 (0.56%) Octopus Deploy
General
1 712 (23.52%) Finance
2 298 (9.84%) Banking
3 217 (7.17%) Retail
4 190 (6.28%) Marketing
5 107 (3.53%) Games
6 100 (3.30%) Telecoms
7 97 (3.20%) Investment Banking
8 52 (1.72%) Front Office
9 50 (1.65%) Manufacturing
10 47 (1.55%) Electronics
11 42 (1.39%) Legal
12 29 (0.96%) Financial Institution
13 24 (0.79%) Advertising
14 19 (0.63%) Military
15 17 (0.56%) Publishing
15 17 (0.56%) Retail Banking
16 14 (0.46%) Law
17 12 (0.40%) Aerospace
17 12 (0.40%) Pharmaceutical
18 11 (0.36%) Local Government
Job Titles
1 932 (30.79%) Developer
2 496 (16.39%) Java Developer
3 479 (15.82%) Architect
4 324 (10.70%) Data Engineer
5 301 (9.94%) Data Scientist
6 238 (7.86%) Data Architect
7 224 (7.40%) Senior Developer
8 206 (6.81%) Big Data Engineer
9 180 (5.95%) Software Engineer
10 160 (5.29%) Analyst
11 155 (5.12%) Big Data Developer
12 152 (5.02%) Big Data Architect
13 148 (4.89%) Java Engineer
14 138 (4.56%) Consultant
15 131 (4.33%) Senior Java Developer
16 124 (4.10%) Hadoop Engineer
17 114 (3.77%) Software Developer
18 99 (3.27%) Hadoop Developer
19 98 (3.24%) Senior Data Scientist
20 93 (3.07%) Solutions Architect
Libraries, Frameworks & Software Standards
1 387 (12.78%) Spring
2 371 (12.26%) Kafka
3 339 (11.20%) Web Services
4 292 (9.65%) .NET
5 272 (8.99%) HTML
6 270 (8.92%) AngularJS
7 220 (7.27%) Hibernate
8 210 (6.94%) Node.js
9 187 (6.18%) REST
10 173 (5.72%) CSS
11 167 (5.52%) XML
12 159 (5.25%) React
13 125 (4.13%) HTML5
14 121 (4.00%) J2EE
15 118 (3.90%) RabbitMQ
16 117 (3.87%) Java EE
17 115 (3.80%) Elastic Stack
18 109 (3.60%) jQuery
19 95 (3.14%) JSON
20 92 (3.04%) RESTful
Miscellaneous
1 454 (15.00%) Analytical Skills
2 339 (11.20%) Computer Science
3 234 (7.73%) Algorithms
4 220 (7.27%) Greenfield Project
5 84 (2.78%) Management Information System
6 82 (2.71%) Data Structures
7 74 (2.44%) Fintech
8 61 (2.02%) Enterprise Software
9 56 (1.85%) Clustering
9 56 (1.85%) Foreign Exchange (FX)
10 43 (1.42%) Equities
11 38 (1.26%) iPad
11 38 (1.26%) Mobile App
12 37 (1.22%) Data Centre
13 36 (1.19%) User Experience
13 36 (1.19%) Virtual Team
14 35 (1.16%) PKI
14 35 (1.16%) Public Cloud
15 34 (1.12%) Linux Command Line
16 32 (1.06%) Fixed Income
Operating Systems
1 635 (20.98%) Linux
2 183 (6.05%) Windows
3 179 (5.91%) Unix
4 62 (2.05%) Android
5 59 (1.95%) Apple iOS
6 58 (1.92%) Red Hat Enterprise Linux
7 52 (1.72%) CentOS
8 39 (1.29%) Windows Server
9 28 (0.93%) Solaris
10 19 (0.63%) Ubuntu
11 14 (0.46%) Oracle Linux
12 10 (0.33%) Windows Server 2008
12 10 (0.33%) Windows Server 2012
13 8 (0.26%) Windows Server 2003
14 6 (0.20%) CoreOS
14 6 (0.20%) Mac OS
15 5 (0.17%) Debian
16 3 (0.099%) AIX
16 3 (0.099%) MVS
16 3 (0.099%) VMS
Processes & Methodologies
1 1349 (44.57%) Agile Software Development
2 928 (30.66%) Analytics
3 606 (20.02%) Business Intelligence
4 559 (18.47%) Machine Learning
5 493 (16.29%) Software Engineering
6 492 (16.25%) Scrum
7 444 (14.67%) DevOps
8 423 (13.97%) Open Source
9 412 (13.61%) ETL
10 394 (13.02%) TDD
11 352 (11.63%) Visualisation
12 324 (10.70%) MapReduce
13 289 (9.55%) Continuous Integration
14 270 (8.92%) Data Analytics
15 260 (8.59%) Data Modelling
16 253 (8.36%) Mentoring
17 248 (8.19%) Mathematics
18 227 (7.50%) E-Commerce
19 201 (6.64%) SDLC
20 198 (6.54%) Statistics
Programming Languages
1 1554 (51.34%) Java
2 1214 (40.11%) Python
3 1061 (35.05%) SQL
4 577 (19.06%) Scala
5 498 (16.45%) R
6 436 (14.40%) JavaScript
7 381 (12.59%) C#
8 299 (9.88%) C++
9 189 (6.24%) Perl
10 166 (5.48%) C
11 137 (4.53%) Ruby
12 131 (4.33%) T-SQL
13 127 (4.20%) Bash Shell
14 114 (3.77%) PHP
15 102 (3.37%) Go
16 93 (3.07%) Shell Script
17 70 (2.31%) MATLAB
18 41 (1.35%) PL/SQL
19 37 (1.22%) VBA
20 35 (1.16%) Groovy
Qualifications
1 555 (18.33%) Degree
2 202 (6.67%) Security Cleared
3 135 (4.46%) PhD
4 129 (4.26%) Computer Science Degree
5 101 (3.34%) Master's Degree
6 84 (2.78%) DV Cleared
7 77 (2.54%) SC Cleared
8 49 (1.62%) Numerate Degree
9 17 (0.56%) CITP
10 16 (0.53%) Microsoft Certification
11 15 (0.50%) CISSP
11 15 (0.50%) ISEB
11 15 (0.50%) ISTQB
12 11 (0.36%) MCITP
12 11 (0.36%) MCTS
13 8 (0.26%) BPSS Clearance
14 6 (0.20%) PMI Certification
14 6 (0.20%) PMP
15 5 (0.17%) CEH
15 5 (0.17%) Postgraduate
Quality Assurance & Compliance
1 161 (5.32%) QA
2 113 (3.73%) Data Quality
3 18 (0.59%) ISO/IEC 27001
4 15 (0.50%) Sarbanes-Oxley
5 13 (0.43%) GDPR
5 13 (0.43%) SLA
6 12 (0.40%) PCI DSS
7 10 (0.33%) GCP
8 3 (0.099%) Actionable Recommendations
8 3 (0.099%) GPG13
8 3 (0.099%) MiFID
9 2 (0.066%) Cyber Essentials
9 2 (0.066%) ISO 9001
10 1 (0.033%) Basel III
10 1 (0.033%) Dodd-Frank
10 1 (0.033%) Government Security Classifications
10 1 (0.033%) ISO 22301
10 1 (0.033%) PMO
System Software
1 240 (7.93%) Docker
2 218 (7.20%) HDFS
3 105 (3.47%) Apache Flume
4 81 (2.68%) VMware Infrastructure
5 54 (1.78%) Hyper-V
6 39 (1.29%) Active Directory
7 36 (1.19%) Apache ZooKeeper
8 27 (0.89%) KVM
9 26 (0.86%) Oracle RAC
10 25 (0.83%) Virtual Machines
11 24 (0.79%) Xen
12 22 (0.73%) NFS
12 22 (0.73%) SRDF
13 10 (0.33%) vSphere
14 9 (0.30%) VirtualBox
15 5 (0.17%) Snort
16 4 (0.13%) Varnish
17 3 (0.099%) vCloud
17 3 (0.099%) VMware ESXi
18 2 (0.066%) etcd
Systems Management
1 265 (8.75%) Puppet
2 241 (7.96%) Ansible
3 233 (7.70%) Opscode Chef
4 102 (3.37%) Kibana
5 101 (3.34%) Oozie
6 88 (2.91%) Kubernetes
7 78 (2.58%) logstash
8 62 (2.05%) Salt
9 49 (1.62%) Mesos
10 47 (1.55%) Hadoop YARN
11 34 (1.12%) Ambari
12 30 (0.99%) Nagios
13 25 (0.83%) ZABBIX
14 21 (0.69%) Terraform
15 13 (0.43%) Graphite
15 13 (0.43%) Riemann
16 9 (0.30%) Failover Clustering
16 9 (0.30%) yum
17 8 (0.26%) QRadar
17 8 (0.26%) SCCM
Vendors
1 503 (16.62%) Oracle
2 287 (9.48%) Tableau
3 261 (8.62%) Microsoft
4 165 (5.45%) Google
5 163 (5.38%) Cloudera
6 135 (4.46%) Hortonworks
7 134 (4.43%) SAP
8 97 (3.20%) Teradata
9 93 (3.07%) VMware
10 92 (3.04%) Informatica
11 85 (2.81%) Talend
12 78 (2.58%) Red Hat
13 73 (2.41%) Splunk
14 71 (2.35%) IBM
15 57 (1.88%) Sybase
15 57 (1.88%) TIBCO
16 54 (1.78%) Cognos
17 47 (1.55%) MapR
18 42 (1.39%) Cisco
19 39 (1.29%) MicroStrategy
London
ISL
Salary: £60000 - £80000 per annum + equity
Posted: Yesterday
London
Opus Recruitment Solutions Ltd
Salary: £60000 - £90000 per annum, Benefits Excellent benefits and Bonus
Posted: 2 days ago
City, London
Darwin Recruitment
Salary: £50000.00 - £75000.00 per annum + Bonus, Pension, Healthcare
Posted: Yesterday
Milton Keynes, Buckinghamshire
Source Technology
Salary: From £30,000 to £40,000 per annum + bonus package
Posted: 14 hours ago
London
Harrington Starr
Salary: £75000 - £85000 per annum + bonus, benefits + training
Posted: 19 hours ago
Bristol Area
ANSON MCCADE
Salary: UKP 65000 per year
Posted: Yesterday
Gloucester, Gloucestershire
ANSON MCCADE
Salary: UKP 65000 per year
Posted: Yesterday
London
Parallel Consulting
Salary: £60000 - £75000 per annum + bonus, pension, shares
Posted: Yesterday
Central London / West End
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: Yesterday
Hampshire
Austin Fraser
Salary: £60000.00 - £75000.00 per annum + Benefits
Posted: Yesterday
Reading, Berkshire
CGI
Salary: £50000 - £65000 per annum
Posted: Yesterday
London
TEKsystems
Salary: £55000 - £80000 per annum + bonuses
Posted: Yesterday
Middlesbrough, Cleveland
Solutions Recruitment
Salary: From £35,000 to £45,000 per annum
Posted: Yesterday
Farnborough, Hampshire
Austin Fraser
Salary: £30000 - £55000 per annum + Benefits and Bonus
Posted: 3 days ago
London
TEKsystems
Salary: £65000 - £95000 per annum + bonus and benefits
Posted: 2 days ago
London
Opus Recruitment Solutions Ltd
Salary: £35000 - £45000 per annum, Benefits Excellent Benefits and Bonus
Posted: 2 days ago
Cardiff, South Glamorgan
IntaPeople
Salary: £35000 - £50000 per annum
Posted: Yesterday
London
TEKsystems
Salary: £80000 - £90000 per annum + bonus and benefits
Posted: Yesterday
Manchester, Lancashire
Venturi
Salary: £25000 - £35000 per annum + full benefits
Posted: Yesterday
Leatherhead, Surrey
ANSON MCCADE
Salary: UKP 48000 per year
Posted: Yesterday
Reading, Berkshire
ANSON MCCADE
Salary: UKP 48000 per year
Posted: Yesterday
Guildford, Surrey
IntaPeople
Salary: £40000 - £55000 per annum
Posted: Yesterday
London
Webrecruit
Salary: Up to £70,000 per annum DOE Plus Benefits
Posted: Yesterday
Aldershot, Hampshire
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 3 days ago
London
Opus Recruitment Solutions Ltd
Salary: £50000 - £70000 per annum, Benefits Benefits & Bonus included
Posted: 2 days ago
East London
Lorien Resourcing
Salary: £40000 - £60000 per annum
Posted: 4 days ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: ££competitive
Posted: Yesterday
City, London
Oliver Bernard
Salary: £50000 - £60000 per annum + benefits & stocks
Posted: 3 days ago
Liverpool, Merseyside
Computer Futures
Salary: £80000 - £90000 per annum + Healthcare, Pensions Scheme
Posted: 4 days ago