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

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Apache Hadoop
UK
Rank 190 187 304
Rank change year-on-year -3 +117  
Permanent jobs citing Hadoop 1478 1828 1101
As % of all permanent IT jobs advertised in the UK 1.75% 1.77% 1.02%
As % of the Database & Business Intelligence category 5.69% 5.71% 3.26%
Number of salaries quoted 1150 1411 930
Median salary £65,000 £65,000 £62,500
Median salary % change year-on-year - +4.00%  
90% offered a salary of more than £40,000 £42,500 £42,500
10% offered a salary of more than £95,000 £100,000 £90,000
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year +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 25997 32001 33814
As % of all permanent IT job vacancies advertised in the UK 30.73% 30.94% 31.31%
Number of salaries quoted 22058 27243 28645
Median salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11%  
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

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 March 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 March 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 -4 1371 £65,000 - 211
London -25 809 £72,500 +7.40% 132
South East +91 186 £55,000 - 23
South West +63 118 £45,000 - 11
City of London -20 117 £80,000 +26.98% 28
North West +76 116 £60,000 +60.00% 15
Manchester +61 93 £60,000 +104.25% 12
Surrey +85 73 £57,500 - 7
Scotland +62 66 £46,250 -2.63% 12
Berkshire +46 65 £50,000 -9.09% 8
Edinburgh +49 62 £65,250 +13.47% 5
East of England +39 54 £55,000 -8.33% 11
Gloucestershire -5 39 £38,750 -18.42% 2
Yorkshire -30 38 £50,000 +5.26% 12
Somerset +19 35 £40,000 -13.04% 3
Reading +27 33 £46,250 -8.86% 7
West Midlands -7 30 £55,000 -4.34% 3
Birmingham +44 29 £55,000 -25.42% 1
Guildford +31 29 £52,500 +31.25% 3
Bristol +10 24 £55,000 +37.50% 2
Staines +8 24 £65,000 +13.04% 1
Slough +43 22 £65,000 -10.34%
Essex +31 18 £52,500 - 1
Hampshire +19 18 £68,750 +37.50% 4
West Yorkshire -29 18 £55,000 +15.78% 9
Taunton +13 17 £39,000 +14.70% 2
Leeds -38 17 £55,000 +15.78% 9
South Wales +19 16 £35,000 -3.44% 7
Wales +12 16 £35,000 -3.44% 7
Colchester - 16 £52,500 - 1

Hadoop
Top 30 Related IT Skills

For the 6 months to 27 March 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 (64.47%) Big Data
2 1659 (53.05%) Java
3 1398 (44.71%) Apache Spark
4 1394 (44.58%) Agile Software Development
5 1276 (40.81%) Python
6 1055 (33.74%) SQL
7 924 (29.55%) Analytics
8 838 (26.80%) NoSQL
9 795 (25.42%) Apache Hive
10 743 (23.76%) MongoDB
11 729 (23.31%) Finance
12 680 (21.75%) Linux
13 663 (21.20%) Amazon AWS
14 580 (18.55%) Business Intelligence
15 565 (18.07%) Scala
16 559 (17.88%) Degree
17 554 (17.72%) Software Engineering
18 536 (17.14%) Oracle
18 536 (17.14%) SQL Server
19 516 (16.50%) Scrum
20 511 (16.34%) Machine Learning
21 503 (16.09%) Apache Cassandra
22 482 (15.41%) JavaScript
23 469 (15.00%) HBase
24 467 (14.93%) R
25 451 (14.42%) Analytical Skills
25 451 (14.42%) C#
26 448 (14.33%) TDD
27 436 (13.94%) Apache Pig
28 431 (13.78%) DevOps

Hadoop
Top Related 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 1398 (44.71%) Apache Spark
2 436 (13.94%) Apache Pig
3 368 (11.77%) Elasticsearch
4 349 (11.16%) Apache
5 269 (8.60%) SAS
6 218 (6.97%) Tomcat
7 149 (4.76%) Apache Solr
8 144 (4.61%) OpenStack
9 135 (4.32%) JBoss
10 128 (4.09%) WebSphere
11 115 (3.68%) Jetty
12 100 (3.20%) WebLogic
13 63 (2.01%) IIS
14 49 (1.57%) Confluence
15 42 (1.34%) Oracle Coherence
16 33 (1.06%) DataSynapse
16 33 (1.06%) Oracle HTTP Server
17 21 (0.67%) SharePoint
18 17 (0.54%) Cloud Foundry
18 17 (0.54%) WebSphere Application Server
Applications
1 100 (3.20%) MS Excel
2 90 (2.88%) SPSS
3 24 (0.77%) MS PowerPoint
4 14 (0.45%) MS Visio
5 8 (0.26%) MS Office
5 8 (0.26%) Spreadsheet
6 7 (0.22%) Stata
7 5 (0.16%) SPSS Modeler
7 5 (0.16%) Weka
8 4 (0.13%) S-PLUS
9 3 (0.096%) Gephi
10 1 (0.032%) GNU Octave
10 1 (0.032%) Mingle
Business Applications
1 33 (1.06%) RMDS
2 18 (0.58%) SAP Oil and Gas
3 5 (0.16%) FastStats
4 2 (0.064%) Magento
5 1 (0.032%) Adobe Campaign
5 1 (0.032%) BusinessWorks
5 1 (0.032%) Cognos Business Intelligence
5 1 (0.032%) Dynamics AX
5 1 (0.032%) Dynamics NAV
5 1 (0.032%) Oracle AML
5 1 (0.032%) Oracle Applications
5 1 (0.032%) SAP ERP
5 1 (0.032%) SAP HR
5 1 (0.032%) SAP Hybris
5 1 (0.032%) SAP S/4HANA
Cloud Services
1 663 (21.20%) Amazon AWS
2 349 (11.16%) Microsoft Azure
3 116 (3.71%) SaaS
4 114 (3.65%) Google Cloud Platform
5 71 (2.27%) GitHub
6 62 (1.98%) PaaS
7 58 (1.85%) Amazon S3
8 48 (1.54%) Cloud Computing
9 42 (1.34%) Amazon EMR
10 36 (1.15%) Amazon EC2
10 36 (1.15%) IaaS
11 24 (0.77%) Sumo Logic
12 22 (0.70%) AWS Lambda
13 16 (0.51%) Google Analytics
14 13 (0.42%) Amazon Kinesis
15 12 (0.38%) Office 365
16 11 (0.35%) OpenShift
17 10 (0.32%) IBM Cloud
18 8 (0.26%) Azure Machine Learning
18 8 (0.26%) Google App Engine
Communications & Networking
1 66 (2.11%) HTTP
2 58 (1.85%) Internet
3 51 (1.63%) Kerberos
4 49 (1.57%) LAN
4 49 (1.57%) WAN
5 46 (1.47%) TCP/IP
6 44 (1.41%) NAS
6 44 (1.41%) SAN
7 43 (1.38%) Multicast
8 41 (1.31%) FCoE
8 41 (1.31%) Fibre Channel
9 40 (1.28%) iSCSI
10 26 (0.83%) Firewall
11 25 (0.80%) DNS
12 20 (0.64%) LDAP
13 16 (0.51%) Intranet
13 16 (0.51%) Network Security
14 13 (0.42%) SSL
15 10 (0.32%) FTP
16 9 (0.29%) Wireshark
Database & Business Intelligence
1 2016 (64.47%) Big Data
2 838 (26.80%) NoSQL
3 795 (25.42%) Apache Hive
4 743 (23.76%) MongoDB
5 536 (17.14%) SQL Server
6 503 (16.09%) Apache Cassandra
7 469 (15.00%) HBase
8 421 (13.46%) MySQL
9 418 (13.37%) Relational Database
10 373 (11.93%) Data Warehouse
11 246 (7.87%) SQL Server Integration Services
12 223 (7.13%) RDBMS
13 206 (6.59%) PostgreSQL
14 198 (6.33%) Redis
15 176 (5.63%) Neo4j
16 170 (5.44%) Data Mining
17 168 (5.37%) SQL Server Reporting Services
18 135 (4.32%) Impala
19 131 (4.19%) Pentaho
20 123 (3.93%) QlikView
Development Applications
1 209 (6.68%) Git (software)
2 169 (5.40%) Jenkins
3 122 (3.90%) JIRA
4 97 (3.10%) Talend Open Studio
5 71 (2.27%) Maven
6 67 (2.14%) Vagrant
7 52 (1.66%) Subversion
8 51 (1.63%) JUnit
9 47 (1.50%) Atlassian Bamboo
9 47 (1.50%) Selenium
9 47 (1.50%) Team Foundation Server
10 30 (0.96%) TeamCity
11 29 (0.93%) Ant
12 27 (0.86%) Visual Studio
13 22 (0.70%) Gradle
14 19 (0.61%) Mockito
15 17 (0.54%) Bitbucket
16 16 (0.51%) Hudson
16 16 (0.51%) Travis CI
17 15 (0.48%) Sonatype Nexus
General
1 729 (23.31%) Finance
2 386 (12.34%) Banking
3 222 (7.10%) Retail
4 180 (5.76%) Marketing
5 124 (3.97%) Games
6 112 (3.58%) Investment Banking
7 94 (3.01%) Telecoms
8 42 (1.34%) Legal
9 36 (1.15%) Military
10 35 (1.12%) Front Office
11 34 (1.09%) Manufacturing
12 25 (0.80%) Advertising
13 23 (0.74%) Financial Institution
14 22 (0.70%) Automotive
14 22 (0.70%) Electronics
15 20 (0.64%) Publishing
16 13 (0.42%) Pharmaceutical
17 12 (0.38%) Law
17 12 (0.38%) Multimedia
17 12 (0.38%) Online Betting
Job Titles
1 1037 (33.16%) Developer
2 544 (17.40%) Java Developer
3 471 (15.06%) Architect
4 337 (10.78%) Data Engineer
5 301 (9.63%) Data Scientist
6 244 (7.80%) Senior Developer
7 241 (7.71%) Data Architect
8 227 (7.26%) Big Data Engineer
9 200 (6.40%) Software Engineer
10 189 (6.04%) Big Data Developer
11 169 (5.40%) Big Data Architect
12 155 (4.96%) Consultant
13 154 (4.92%) Java Engineer
14 138 (4.41%) Analyst
15 127 (4.06%) Hadoop Developer
16 122 (3.90%) Senior Java Developer
16 122 (3.90%) Software Developer
17 107 (3.42%) Hadoop Engineer
18 99 (3.17%) Senior Data Scientist
18 99 (3.17%) Solutions Architect
Libraries, Frameworks & Software Standards
1 408 (13.05%) Spring
2 356 (11.38%) AngularJS
3 311 (9.95%) Kafka
4 306 (9.79%) HTML
5 305 (9.75%) Web Services
6 251 (8.03%) .NET
6 251 (8.03%) Node.js
7 204 (6.52%) Hibernate
8 190 (6.08%) CSS
9 184 (5.88%) REST
10 171 (5.47%) React
11 156 (4.99%) Java EE
12 154 (4.92%) Elastic Stack
13 151 (4.83%) XML
14 142 (4.54%) HTML5
14 142 (4.54%) J2EE
15 134 (4.29%) jQuery
16 123 (3.93%) Apache Camel
16 123 (3.93%) Middleware
17 104 (3.33%) RabbitMQ
Miscellaneous
1 451 (14.42%) Analytical Skills
2 354 (11.32%) Computer Science
3 270 (8.63%) Algorithms
4 94 (3.01%) Fintech
5 83 (2.65%) Management Information System
6 69 (2.21%) Data Structures
7 61 (1.95%) Clustering
8 47 (1.50%) PKI
9 46 (1.47%) Enterprise Software
10 44 (1.41%) Credit Risk
11 43 (1.38%) Foreign Exchange (FX)
11 43 (1.38%) Mobile App
12 41 (1.31%) Data Centre
13 39 (1.25%) User Experience
14 37 (1.18%) iPad
15 35 (1.12%) Blog
15 35 (1.12%) Equities
16 32 (1.02%) Fixed Income
16 32 (1.02%) Replication
17 28 (0.90%) Hedge funds
Operating Systems
1 680 (21.75%) Linux
2 198 (6.33%) Unix
3 175 (5.60%) Windows
4 102 (3.26%) Android
5 99 (3.17%) Apple iOS
6 70 (2.24%) Red Hat Enterprise Linux
7 68 (2.17%) CentOS
8 42 (1.34%) Solaris
9 27 (0.86%) Ubuntu
10 20 (0.64%) Windows Server
11 17 (0.54%) Oracle Linux
12 11 (0.35%) Windows Server 2008
12 11 (0.35%) Windows Server 2012
13 7 (0.22%) Debian
13 7 (0.22%) Windows Server 2003
14 6 (0.19%) CoreOS
15 5 (0.16%) Mac OS X
16 3 (0.096%) MVS
16 3 (0.096%) VMS
16 3 (0.096%) Windows XP
Processes & Methodologies
1 1394 (44.58%) Agile Software Development
2 924 (29.55%) Analytics
3 580 (18.55%) Business Intelligence
4 554 (17.72%) Software Engineering
5 516 (16.50%) Scrum
6 511 (16.34%) Machine Learning
7 448 (14.33%) TDD
8 431 (13.78%) DevOps
9 411 (13.14%) ETL
10 406 (12.98%) Open Source
11 336 (10.75%) Visualisation
12 326 (10.43%) MapReduce
13 308 (9.85%) Continuous Integration
14 288 (9.21%) Mathematics
15 276 (8.83%) Data Analytics
16 264 (8.44%) Data Modelling
17 256 (8.19%) Mentoring
18 232 (7.42%) SDLC
19 221 (7.07%) Kanban
20 209 (6.68%) E-Commerce
Programming Languages
1 1659 (53.05%) Java
2 1276 (40.81%) Python
3 1055 (33.74%) SQL
4 565 (18.07%) Scala
5 482 (15.41%) JavaScript
6 467 (14.93%) R
7 451 (14.42%) C#
8 286 (9.15%) C++
9 264 (8.44%) Perl
10 203 (6.49%) C
11 189 (6.04%) Ruby
12 167 (5.34%) Bash Shell
13 125 (4.00%) T-SQL
14 113 (3.61%) PHP
15 105 (3.36%) Go
16 77 (2.46%) MATLAB
17 69 (2.21%) Shell Script
18 51 (1.63%) PL/SQL
19 33 (1.06%) Groovy
20 30 (0.96%) VBA
Qualifications
1 559 (17.88%) Degree
2 217 (6.94%) Security Cleared
3 139 (4.45%) PhD
4 96 (3.07%) DV Cleared
5 82 (2.62%) SC Cleared
6 26 (0.83%) CISSP
7 18 (0.58%) ISEB
8 14 (0.45%) ISTQB
9 13 (0.42%) GIAC
9 13 (0.42%) Microsoft Certification
10 12 (0.38%) CCNA
10 12 (0.38%) Cisco Certification
11 10 (0.32%) SANS
12 9 (0.29%) MCSE
12 9 (0.29%) PMI Certification
13 8 (0.26%) BPSS Clearance
13 8 (0.26%) CISM
13 8 (0.26%) Linux+ Certification
13 8 (0.26%) Network+ Certification
13 8 (0.26%) SSCP
Quality Assurance & Compliance
1 151 (4.83%) QA
2 95 (3.04%) Data Quality
3 21 (0.67%) ISO/IEC 27001
4 16 (0.51%) SLA
5 14 (0.45%) Sarbanes-Oxley
6 6 (0.19%) GCP
6 6 (0.19%) IFRS
6 6 (0.19%) IFRS 9
7 4 (0.13%) ISO 9001
7 4 (0.13%) MiFID
8 3 (0.096%) GPG13
8 3 (0.096%) PCI DSS
9 2 (0.064%) Actionable Recommendations
9 2 (0.064%) Cyber Essentials
9 2 (0.064%) PMO
10 1 (0.032%) Basel III
10 1 (0.032%) Dodd-Frank
10 1 (0.032%) IAS 39
10 1 (0.032%) ISO22301
System Software
1 233 (7.45%) Docker
1 233 (7.45%) HDFS
2 120 (3.84%) VMware Infrastructure
3 109 (3.49%) Apache Flume
4 91 (2.91%) Hyper-V
5 47 (1.50%) KVM
6 45 (1.44%) Oracle RAC
7 41 (1.31%) NFS
7 41 (1.31%) SRDF
7 41 (1.31%) Xen
8 34 (1.09%) Apache ZooKeeper
9 31 (0.99%) Virtual Machines
10 23 (0.74%) Active Directory
11 15 (0.48%) VirtualBox
12 13 (0.42%) Snort
13 9 (0.29%) vSphere
14 6 (0.19%) Varnish
15 3 (0.096%) vCloud
16 2 (0.064%) etcd
17 1 (0.032%) Firmware
Systems Management
1 321 (10.27%) Puppet
2 275 (8.79%) Ansible
3 272 (8.70%) Opscode Chef
4 123 (3.93%) Oozie
5 111 (3.55%) Kibana
6 99 (3.17%) Salt
7 93 (2.97%) logstash
8 68 (2.17%) Kubernetes
9 63 (2.01%) Hadoop YARN
10 38 (1.22%) Nagios
11 37 (1.18%) Mesos
12 35 (1.12%) Ambari
13 26 (0.83%) Riemann
14 22 (0.70%) ZABBIX
15 20 (0.64%) Grafana
15 20 (0.64%) Opsview
16 16 (0.51%) Graphite
17 13 (0.42%) Terraform
18 10 (0.32%) QRadar
19 8 (0.26%) EnCase
Vendors
1 536 (17.14%) Oracle
2 253 (8.09%) Tableau
3 239 (7.64%) Microsoft
4 158 (5.05%) Cloudera
5 144 (4.61%) Google
6 135 (4.32%) VMware
7 129 (4.13%) Hortonworks
8 98 (3.13%) Splunk
9 97 (3.10%) Talend
10 94 (3.01%) IBM
11 89 (2.85%) Teradata
12 86 (2.75%) Informatica
13 83 (2.65%) Sybase
14 81 (2.59%) SAP
15 73 (2.33%) Red Hat
16 72 (2.30%) TIBCO
17 67 (2.14%) Cisco
18 63 (2.01%) Cognos
19 47 (1.50%) EMC
20 46 (1.47%) Intel
London
Parallel Consulting
Salary: £45000 - £85000 per annum + Bonus Pension Private Health
Posted: 12 hours ago
London
Talent Point Ltd
Salary: £60000.00 - £85000.00 per annum
Posted: 10 hours ago
London
Informatiq Consulting
Salary: Bens
Posted: 7 hours ago
Sheffield, South Yorkshire
Evolution Recruitment Solutions
Salary: 60,000
Posted: 13 hours ago
Leeds, West Yorkshire
Evolution Recruitment Solutions
Salary: Excellent
Posted: 13 hours ago
Central London / West End
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £75000 Per Annum Plus excellent benefits
Posted: 3 hours ago
Crawley, West Sussex
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: 4 hours ago
London
Oliver Bernard
Salary: £70000 - £90000 per annum + Bonus + Benefits
Posted: 4 hours ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 hours ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 hours ago
London
Venturi
Salary: £50000 - £65000 per annum + Bonus + Benefits + Home Working
Posted: 12 hours ago
City, London
Source Technology
Salary: From £35,000 to £45,000 per annum + bonus package
Posted: 5 hours ago
City, London
The Datawarehousing Company
Salary: £55,000 per annum
Posted: 11 hours ago
Cambridge, Cambridgeshire
Agentis Solution
Salary: From £40,000 to £45,000 per annum
Posted: 9 hours ago
Perth & Kinross
McGregor Boyall
Posted: 11 hours ago
Perth & Kinross
McGregor Boyall
Posted: 9 hours ago
Manchester, Lancashire
People Source Consulting
Salary: £40000 - £52000 per annum + bonus + benefits
Posted: 8 hours ago
South East London
Stratospherec
Salary: From £50,000 to £60,000 per annum excellent benefits package
Posted: 5 hours ago
Dundee, Angus
Harvey Nash plc
Salary: Competitive Salary and Excellent Benefits
Posted: 9 hours ago
Cardiff, South Glamorgan
Cardiff DT
Salary: £45000 - £55000 per annum + benefits
Posted: 11 hours ago
Central London / West End
Initi8 Recruitment
Salary: £65000 - £75000 Per Annum plus 10% annual bonus
Posted: Yesterday
Central London / West End
Stratospherec
Salary: Up to £70,000 per annum excellent benefits package
Posted: 5 hours ago
Central London / West End
Initi8 Recruitment
Salary: £55000 - £70000 Per Annum
Posted: Yesterday
Central London / West End
Initi8 Recruitment
Salary: £55000 - £70000 Per Annum plus 12.5 annual bonus + private medical
Posted: Yesterday
London
Cititec
Salary: £105000 - £115000 per annum + Bonuses + Benefits
Posted: 2 days ago
Central London / West End
Initi8 Recruitment
Salary: £60000 - £70000 Per Annum 10% annual bonus + private medical care
Posted: Yesterday
Central London / West End
Deanslist Limited
Salary: From £45,000 to £65,000 per annum + Stock options + Benefits
Posted: 22 hours ago
Guildford, Surrey
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 3 days ago
Aldershot, Hampshire
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 3 days ago