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

Apache Hadoop
UK
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 193 201 261
Rank change year-on-year +8 +60  
Permanent jobs citing Hadoop 1610 1657 1412
As % of all permanent IT jobs advertised in the UK 1.81% 1.68% 1.29%
As % of the Database & Business Intelligence category 5.85% 5.62% 3.95%
Number of salaries quoted 1220 1296 1193
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 £40,000 £40,000 £44,800
10% offered a salary of more than £95,000 £92,500 £90,000
UK excluding London median salary £53,750 £54,000 £50,000
% change year-on-year -0.46% +8.00%  

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 27505 29488 35702
As % of all permanent IT job vacancies advertised in the UK 30.85% 29.95% 32.63%
Number of salaries quoted 23160 25148 30139
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 £32,000
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 June 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 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 +3 1515 £62,500 +4.16% 228
London +8 906 £67,500 -3.57% 135
South East +18 208 £57,500 - 24
North West +63 158 £56,500 +18.94% 12
Manchester +44 125 £60,000 +26.31% 8
City of London -14 91 £65,000 -7.14% 29
South West -59 71 £41,000 -18.00% 12
East of England +4 70 £55,000 -8.33% 14
Berkshire +14 52 £50,000 -4.76% 5
Scotland 0 51 £40,000 -27.27% 11
Hampshire +23 45 £57,500 +10.57% 5
Surrey +3 42 £58,750 -2.08% 4
Yorkshire -29 38 £51,250 +2.50% 24
Edinburgh +21 36 £42,500 -22.72% 4
Buckinghamshire +25 34 £80,000 +100.00% 8
Milton Keynes +14 34 £80,000 +100.00% 7
Gloucestershire -37 31 £45,000 -10.00% 3
West Midlands -31 29 £55,000 -8.33% 4
Reading +11 26 £51,250 +13.88% 2
West Yorkshire -19 26 £50,000 - 20
Leeds -18 25 £50,000 - 17
Glasgow -9 24 £40,000 -19.19% 7
Cheshire -10 21 £56,500 +13.00% 3
Cambridgeshire -19 20 £42,500 +19.71% 4
Essex +18 19 £55,000 +4.76% 2
Guildford +5 19 £57,500 +15.00%
Cambridge -2 19 £42,500 +11.11% 2
East Sussex +29 17 £65,000 +8.33%
Brighton +25 17 £65,000 +8.33%
Bedfordshire +35 16 £52,500 +22.09% 4

For the 6 months to 27 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 2016 (65.28%) Big Data
2 1590 (51.49%) Java
3 1385 (44.85%) Agile Software Development
4 1364 (44.17%) Apache Spark
5 1283 (41.55%) Python
6 1097 (35.52%) SQL
7 981 (31.77%) Analytics
8 789 (25.55%) NoSQL
9 706 (22.86%) Finance
10 696 (22.54%) Apache Hive
11 690 (22.34%) Amazon AWS
12 626 (20.27%) Business Intelligence
13 623 (20.17%) MongoDB
14 618 (20.01%) Scala
15 599 (19.40%) Machine Learning
16 597 (19.33%) Linux
17 558 (18.07%) Degree
18 533 (17.26%) SQL Server
19 513 (16.61%) Apache Cassandra
20 507 (16.42%) R
21 503 (16.29%) Software Engineering
22 502 (16.26%) Oracle
23 492 (15.93%) Scrum
24 489 (15.84%) Analytical Skills
25 472 (15.28%) Open Source
26 459 (14.86%) DevOps
27 424 (13.73%) Relational Database
28 422 (13.67%) JavaScript
29 420 (13.60%) ETL
30 416 (13.47%) 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 1364 (44.17%) Apache Spark
2 319 (10.33%) Elasticsearch
3 306 (9.91%) SAS
4 305 (9.88%) Apache
5 280 (9.07%) Apache Pig
6 198 (6.41%) Tomcat
7 147 (4.76%) Apache Solr
8 125 (4.05%) JBoss
9 104 (3.37%) OpenStack
10 102 (3.30%) WebLogic
11 98 (3.17%) Jetty
12 77 (2.49%) WebSphere
13 53 (1.72%) IIS
14 44 (1.42%) Confluence
15 27 (0.87%) SharePoint
16 23 (0.74%) Oracle SOA Suite
16 23 (0.74%) WebSphere Application Server
17 22 (0.71%) GlassFish
17 22 (0.71%) nginx
18 19 (0.62%) Cloud Foundry
Applications
1 80 (2.59%) SPSS
2 71 (2.30%) 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 68 (2.20%) 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
1 690 (22.34%) Amazon AWS
2 382 (12.37%) Microsoft Azure
3 187 (6.06%) Google Cloud Platform
4 98 (3.17%) SaaS
5 91 (2.95%) GitHub
6 78 (2.53%) Cloud Computing
7 51 (1.65%) Amazon EMR
8 47 (1.52%) Amazon S3
9 43 (1.39%) PaaS
10 39 (1.26%) Amazon EC2
11 29 (0.94%) IaaS
12 22 (0.71%) Office 365
13 17 (0.55%) OpenShift
14 16 (0.52%) Amazon Kinesis
15 15 (0.49%) AWS Lambda
16 13 (0.42%) Azure Machine Learning
17 10 (0.32%) AWS CloudFormation
18 9 (0.29%) Azure Data Factory
19 8 (0.26%) Google Analytics
20 6 (0.19%) Cortana Intelligence Suite
Communications & Networking
1 68 (2.20%) Internet
2 41 (1.33%) Kerberos
3 31 (1.00%) Firewall
3 31 (1.00%) TCP/IP
4 24 (0.78%) HTTP
5 22 (0.71%) LAN
6 21 (0.68%) DNS
6 21 (0.68%) NAS
6 21 (0.68%) SAN
7 20 (0.65%) Intranet
7 20 (0.65%) WAN
8 17 (0.55%) LDAP
9 15 (0.49%) Network Security
10 13 (0.42%) SSL
11 12 (0.39%) FCoE
11 12 (0.39%) Fibre Channel
11 12 (0.39%) iSCSI
11 12 (0.39%) Multicast
12 10 (0.32%) SMPP
12 10 (0.32%) SNMP
Database & Business Intelligence
1 2016 (65.28%) Big Data
2 789 (25.55%) NoSQL
3 696 (22.54%) Apache Hive
4 623 (20.17%) MongoDB
5 533 (17.26%) SQL Server
6 513 (16.61%) Apache Cassandra
7 424 (13.73%) Relational Database
8 404 (13.08%) HBase
9 376 (12.18%) MySQL
10 366 (11.85%) Data Warehouse
11 267 (8.65%) SQL Server Integration Services
12 236 (7.64%) Redis
13 217 (7.03%) PostgreSQL
14 199 (6.44%) SQL Server Reporting Services
15 196 (6.35%) RDBMS
16 189 (6.12%) Data Mining
17 152 (4.92%) QlikView
18 141 (4.57%) SQL Server Analysis Services
19 131 (4.24%) Impala
20 124 (4.02%) Amazon Redshift
Development Applications
1 250 (8.10%) Git (software)
2 204 (6.61%) Jenkins
3 123 (3.98%) JIRA
4 102 (3.30%) Maven
5 92 (2.98%) JUnit
6 79 (2.56%) Talend Open Studio
7 60 (1.94%) Atlassian Bamboo
8 55 (1.78%) Team Foundation Server
9 53 (1.72%) Subversion
10 51 (1.65%) TeamCity
11 46 (1.49%) Eclipse
12 41 (1.33%) Bitbucket
12 41 (1.33%) Mockito
13 39 (1.26%) Vagrant
14 38 (1.23%) Selenium
15 33 (1.07%) Gradle
16 32 (1.04%) Ant
17 29 (0.94%) Hudson
18 28 (0.91%) Visual Studio
19 24 (0.78%) Cucumber
General
1 706 (22.86%) Finance
2 287 (9.29%) Banking
3 214 (6.93%) Retail
4 206 (6.67%) Marketing
5 122 (3.95%) Telecoms
6 91 (2.95%) Games
7 80 (2.59%) Investment Banking
8 77 (2.49%) Electronics
9 75 (2.43%) Manufacturing
10 56 (1.81%) Front Office
11 40 (1.30%) Legal
12 30 (0.97%) Advertising
12 30 (0.97%) Financial Institution
13 19 (0.62%) Aerospace
14 18 (0.58%) Retail Banking
15 15 (0.49%) Military
16 14 (0.45%) Pharmaceutical
17 12 (0.39%) Publishing
18 11 (0.36%) Law
19 10 (0.32%) Spanish Language
Job Titles
1 945 (30.60%) Developer
2 526 (17.03%) Java Developer
3 437 (14.15%) Architect
4 344 (11.14%) Data Scientist
5 325 (10.52%) Data Engineer
6 219 (7.09%) Data Architect
7 210 (6.80%) Senior Developer
8 206 (6.67%) Software Engineer
9 205 (6.64%) Big Data Engineer
10 155 (5.02%) Java Engineer
11 154 (4.99%) Big Data Developer
12 150 (4.86%) Analyst
13 139 (4.50%) Big Data Architect
14 135 (4.37%) Hadoop Engineer
15 130 (4.21%) Consultant
15 130 (4.21%) Senior Java Developer
16 126 (4.08%) Software Developer
17 99 (3.21%) Senior Data Scientist
18 95 (3.08%) Hadoop Developer
19 87 (2.82%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 416 (13.47%) Kafka
2 397 (12.86%) Spring
3 330 (10.69%) Web Services
4 286 (9.26%) .NET
5 262 (8.48%) AngularJS
6 250 (8.10%) HTML
7 215 (6.96%) Hibernate
8 206 (6.67%) Node.js
9 174 (5.63%) REST
10 164 (5.31%) React
11 161 (5.21%) XML
12 158 (5.12%) CSS
13 119 (3.85%) RabbitMQ
14 116 (3.76%) HTML5
15 109 (3.53%) Elastic Stack
16 106 (3.43%) RESTful
17 100 (3.24%) Java EE
18 98 (3.17%) J2EE
18 98 (3.17%) JSON
19 97 (3.14%) Lucene
Miscellaneous
1 489 (15.84%) Analytical Skills
2 342 (11.08%) Computer Science
3 231 (7.48%) Algorithms
4 204 (6.61%) Greenfield Project
5 98 (3.17%) Data Structures
6 83 (2.69%) Management Information System
7 77 (2.49%) Fintech
8 66 (2.14%) Foreign Exchange (FX)
9 63 (2.04%) Enterprise Software
10 53 (1.72%) Clustering
11 48 (1.55%) Public Cloud
12 41 (1.33%) User Experience
12 41 (1.33%) Virtual Team
13 39 (1.26%) Equities
14 38 (1.23%) Mobile App
15 37 (1.20%) Linux Command Line
16 31 (1.00%) Data Centre
17 29 (0.94%) Fixed Income
17 29 (0.94%) iPad
18 27 (0.87%) PKI
Operating Systems
1 597 (19.33%) Linux
2 194 (6.28%) Unix
3 192 (6.22%) Windows
4 60 (1.94%) Android
5 57 (1.85%) Apple iOS
6 54 (1.75%) Red Hat Enterprise Linux
7 41 (1.33%) CentOS
8 40 (1.30%) Windows Server
9 20 (0.65%) Solaris
10 19 (0.62%) 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 1385 (44.85%) Agile Software Development
2 981 (31.77%) Analytics
3 626 (20.27%) Business Intelligence
4 599 (19.40%) Machine Learning
5 503 (16.29%) Software Engineering
6 492 (15.93%) Scrum
7 472 (15.28%) Open Source
8 459 (14.86%) DevOps
9 420 (13.60%) ETL
10 405 (13.12%) TDD
11 370 (11.98%) Visualisation
12 316 (10.23%) MapReduce
13 307 (9.94%) Continuous Integration
14 287 (9.29%) Data Analytics
15 261 (8.45%) Data Modelling
16 245 (7.93%) Mentoring
17 230 (7.45%) Mathematics
18 219 (7.09%) E-Commerce
19 213 (6.90%) Statistics
19 213 (6.90%) Test Automation
Programming Languages
1 1590 (51.49%) Java
2 1283 (41.55%) Python
3 1097 (35.52%) SQL
4 618 (20.01%) Scala
5 507 (16.42%) R
6 422 (13.67%) JavaScript
7 360 (11.66%) C#
8 324 (10.49%) C++
9 181 (5.86%) Perl
10 164 (5.31%) C
11 136 (4.40%) Bash Shell
12 125 (4.05%) Ruby
13 122 (3.95%) T-SQL
14 121 (3.92%) Go
15 110 (3.56%) PHP
16 106 (3.43%) Shell Script
17 79 (2.56%) MATLAB
18 46 (1.49%) PL/SQL
19 36 (1.17%) VBA
20 30 (0.97%) Clojure
Qualifications
1 558 (18.07%) Degree
2 224 (7.25%) Security Cleared
3 145 (4.70%) PhD
4 119 (3.85%) Computer Science Degree
5 96 (3.11%) Master's Degree
6 91 (2.95%) SC Cleared
7 88 (2.85%) 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%) PMI Certification
17 4 (0.13%) PMP
Quality Assurance & Compliance
1 146 (4.73%) QA
2 129 (4.18%) Data Quality
3 22 (0.71%) GCP
4 16 (0.52%) GDPR
5 15 (0.49%) Sarbanes-Oxley
6 14 (0.45%) PCI DSS
7 13 (0.42%) ISO/IEC 27001
8 11 (0.36%) 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
1 262 (8.48%) Docker
2 221 (7.16%) HDFS
3 118 (3.82%) Apache Flume
4 63 (2.04%) VMware Infrastructure
5 41 (1.33%) Active Directory
6 35 (1.13%) Apache ZooKeeper
7 33 (1.07%) Hyper-V
8 28 (0.91%) Virtual Machines
9 16 (0.52%) Oracle RAC
10 15 (0.49%) KVM
11 14 (0.45%) Xen
12 13 (0.42%) Varnish
13 12 (0.39%) NFS
13 12 (0.39%) SRDF
14 10 (0.32%) vSphere
15 8 (0.26%) VirtualBox
16 7 (0.23%) VMware ESXi
17 3 (0.097%) Tivoli Workload Scheduler
17 3 (0.097%) vCloud
18 2 (0.065%) etcd
Systems Management
1 269 (8.71%) Puppet
2 250 (8.10%) Ansible
3 243 (7.87%) Opscode Chef
4 107 (3.47%) Kibana
5 102 (3.30%) Kubernetes
6 96 (3.11%) Oozie
7 87 (2.82%) logstash
8 68 (2.20%) Mesos
9 64 (2.07%) Salt
10 39 (1.26%) Hadoop YARN
11 34 (1.10%) Ambari
12 29 (0.94%) ZABBIX
13 22 (0.71%) Nagios
14 21 (0.68%) Terraform
15 15 (0.49%) Graphite
16 10 (0.32%) Failover Clustering
16 10 (0.32%) Red Hat Satellite
17 9 (0.29%) HAProxy
18 8 (0.26%) Packer
18 8 (0.26%) SCCM
Vendors
1 502 (16.26%) Oracle
2 312 (10.10%) Tableau
3 254 (8.23%) Microsoft
4 187 (6.06%) Google
5 173 (5.60%) Cloudera
6 169 (5.47%) SAP
7 134 (4.34%) Hortonworks
8 90 (2.91%) Informatica
9 89 (2.88%) Teradata
10 79 (2.56%) Talend
11 75 (2.43%) Red Hat
12 73 (2.36%) VMware
13 68 (2.20%) IBM
14 62 (2.01%) Splunk
15 53 (1.72%) Cognos
15 53 (1.72%) MapR
16 49 (1.59%) MicroStrategy
17 47 (1.52%) Sybase
18 40 (1.30%) TIBCO
19 37 (1.20%) Netezza
Cambridge, Cambridgeshire
Empiric
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: 11 hours ago
Farnborough, Hampshire
Austin Fraser
Salary: £30000 - £45000 per annum + Benefits and Bonus
Posted: 3 hours ago
Bristol, Avon
Colston Consulting
Salary: £65000 - £75000 per annum
Posted: 5 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 3 hours ago
City, London
Stott & May
Posted: 4 hours ago
City, London
Experis Ltd
Posted: 14 hours ago
North London
Sage UK Limited
Posted: 10 hours ago
City, London
TEKsystems
Salary: £60000 - £80000 per annum + benefits
Posted: 2 hours ago
London
Spectrum IT Recruitment (South) Ltd
Posted: 4 hours ago
London
Harvey Nash plc
Salary: £80000 - £85000 per annum
Posted: Yesterday
Slough, Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum + benefiits + training+ progression
Posted: 11 hours ago
London
Harrington Starr
Salary: £45000 - £55000 per annum + bonus + benefits
Posted: 5 hours ago
London
Harvey Nash plc
Salary: £80000 - £90000 per annum
Posted: 7 hours ago
London
Big Wednesday Digital Ltd
Salary: £75000 - £135000 per annum + Negotiable
Posted: 2 hours ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £55,000 to £65,000 per annum
Posted: 10 hours ago
Reading, Berkshire
ANSON MCCADE
Salary: £35,000 - £40,000 and comprehensive package
Posted: 3 hours ago
London
Burns Sheehan
Salary: £60000 - £95000 per annum + package
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £45000 - £50000 per annum + Excellent benefits
Posted: Yesterday
City, London
Montash
Salary: From £90,000 to £100,000 per annum + 10% Bonus + Pensions + Healthcare
Posted: Yesterday
East London
Freshtechit
Salary: From £70,000 to £90,000 per annum
Posted: Yesterday
City, London
Coded People
Salary: £40000 - £45000 per annum
Posted: Yesterday
Central London / West End
Client Server
Salary: £85k to £100k + benefits
Posted: Yesterday
Chester, Cheshire
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: Yesterday
South East London
Stepstone
Salary: Competitive Salary plus generous benefits
Posted: Yesterday
Cheltenham, Gloucestershire
Searchability
Salary: £55000 - £75000 per annum + Benefits
Posted: Yesterday
South East London
Hoptroff London Limited
Salary: Salary negotiable according to skills and experience
Posted: Yesterday
London
People Source Consulting
Salary: £42000 - £60000 per annum + bonus + benefits
Posted: Yesterday
Bradford, West Yorkshire
Modis International
Salary: £45000 - £55000 per annum + car, health
Posted: 2 hours ago
Exeter, Devon
Redrock Consulting Ltd
Salary: £35000 - £45000.00 per annum
Posted: Yesterday
UK
Venturi
Salary: £50000.00 - £90000.00 per annum + Bonus & Benefits
Posted: 3 days ago