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

Apache Hadoop
UK
3 months to
24 Apr 2017
Same period 2016 Same period 2015
Rank 187 185 286
Rank change year-on-year -2 +101  
Permanent jobs citing Hadoop 1513 1906 1283
As % of all permanent IT jobs advertised in the UK 1.76% 1.83% 1.14%
As % of the Database & Business Intelligence category 5.68% 5.96% 3.58%
Number of salaries quoted 1165 1465 1072
Median salary £65,000 £62,500 £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 £97,500 £95,000 £92,500
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year +10.00% -  

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 26629 31975 35823
As % of all permanent IT job vacancies advertised in the UK 31.04% 30.66% 31.83%
Number of salaries quoted 22523 27337 30280
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 £31,500
10% offered a salary of more than £75,000 £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 24 April 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 24 April 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 -13 1398 £65,000 - 212
London -37 814 £72,500 +3.57% 131
South East +59 202 £60,000 +9.09% 27
North West +65 125 £60,000 +41.59% 20
City of London -25 105 £82,500 +26.92% 40
Manchester +53 99 £60,000 +33.33% 14
South West +26 92 £45,000 - 6
Surrey +69 77 £62,500 +4.16% 7
East of England +22 64 £55,000 -8.33% 9
Berkshire +25 61 £50,000 -2.91% 6
Scotland +39 60 £45,000 - 5
Edinburgh +47 55 £62,500 +25.00% 4
Yorkshire -17 46 £55,000 +15.78% 8
Hampshire +36 33 £57,500 +43.75% 5
Gloucestershire -17 30 £37,500 -16.66% 4
Reading -5 29 £43,750 -12.50% 1
Guildford +31 28 £50,000 +25.00% 5
Somerset +6 26 £40,000 -13.04%
Staines -2 26 £65,000 +8.33%
West Midlands -2 24 £55,000 -4.34% 1
West Yorkshire -33 24 £55,000 +15.78% 3
Leeds -31 23 £55,000 +15.78% 3
Birmingham +48 22 £55,000 -25.42%
Essex +29 22 £52,500 -
Slough +34 21 £60,000 -7.69% 1
Wales +19 20 £35,000 -15.66% 1
South Wales +19 20 £35,000 -15.66% 1
Cardiff +18 20 £35,000 -6.66% 1
Bristol +3 20 £55,000 +37.50% 1
Colchester - 20 £52,500 -

For the 6 months to 24 April 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 2000 (65.42%) Big Data
2 1615 (52.83%) Java
3 1373 (44.91%) Agile Software Development
4 1346 (44.03%) Apache Spark
5 1226 (40.10%) Python
6 1054 (34.48%) SQL
7 883 (28.88%) Analytics
8 830 (27.15%) NoSQL
9 764 (24.99%) Apache Hive
10 730 (23.88%) MongoDB
11 689 (22.54%) Finance
12 663 (21.69%) Amazon AWS
13 656 (21.46%) Linux
14 577 (18.87%) Degree
15 561 (18.35%) Business Intelligence
16 543 (17.76%) Scala
17 536 (17.53%) Software Engineering
18 530 (17.34%) Oracle
19 528 (17.27%) Scrum
20 527 (17.24%) Machine Learning
21 526 (17.21%) SQL Server
22 497 (16.26%) Apache Cassandra
23 469 (15.34%) JavaScript
24 466 (15.24%) HBase
25 458 (14.98%) R
26 444 (14.52%) TDD
27 434 (14.20%) Analytical Skills
28 427 (13.97%) DevOps
29 425 (13.90%) MySQL
30 412 (13.48%) Spring

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 1346 (44.03%) Apache Spark
2 383 (12.53%) Apache Pig
3 337 (11.02%) Elasticsearch
4 325 (10.63%) Apache
5 273 (8.93%) SAS
6 220 (7.20%) Tomcat
7 151 (4.94%) Apache Solr
8 138 (4.51%) OpenStack
9 133 (4.35%) JBoss
10 111 (3.63%) Jetty
11 108 (3.53%) WebSphere
12 100 (3.27%) WebLogic
13 56 (1.83%) IIS
14 45 (1.47%) Confluence
15 34 (1.11%) Oracle Coherence
16 24 (0.79%) DataSynapse
16 24 (0.79%) Oracle HTTP Server
17 19 (0.62%) GlassFish
17 19 (0.62%) SharePoint
17 19 (0.62%) WebSphere Application Server
Applications
1 80 (2.62%) SPSS
2 74 (2.42%) Microsoft Excel
3 22 (0.72%) Microsoft PowerPoint
4 14 (0.46%) MS Visio
5 11 (0.36%) Spreadsheet
6 8 (0.26%) Microsoft Office
7 5 (0.16%) Stata
7 5 (0.16%) Weka
8 4 (0.13%) SPSS Modeler
9 3 (0.098%) Gephi
9 3 (0.098%) S-PLUS
10 1 (0.033%) GNU Octave
Business Applications
1 24 (0.79%) RMDS
2 23 (0.75%) SAP Oil and Gas
3 4 (0.13%) FastStats
3 4 (0.13%) Oracle BPM
3 4 (0.13%) SAP GRC
4 3 (0.098%) Oracle Applications
5 1 (0.033%) Adobe Campaign
5 1 (0.033%) BusinessWorks
5 1 (0.033%) Cognos Business Intelligence
5 1 (0.033%) Dynamics AX
5 1 (0.033%) Dynamics NAV
5 1 (0.033%) Oracle AML
5 1 (0.033%) SAP ERP
5 1 (0.033%) SAP HR
5 1 (0.033%) SAP Hybris
5 1 (0.033%) SAP InfiniteInsight
5 1 (0.033%) SAP S/4HANA
Cloud Services
1 663 (21.69%) Amazon AWS
2 348 (11.38%) Microsoft Azure
3 123 (4.02%) Google Cloud Platform
4 111 (3.63%) SaaS
5 85 (2.78%) GitHub
6 62 (2.03%) PaaS
7 53 (1.73%) Amazon S3
8 52 (1.70%) Cloud Computing
9 36 (1.18%) IaaS
10 33 (1.08%) Amazon EC2
10 33 (1.08%) Amazon EMR
11 22 (0.72%) AWS Lambda
12 18 (0.59%) Sumo Logic
13 16 (0.52%) Office 365
13 16 (0.52%) OpenShift
14 13 (0.43%) Amazon Kinesis
15 9 (0.29%) Google Analytics
16 8 (0.26%) Azure Machine Learning
16 8 (0.26%) IBM Cloud
17 7 (0.23%) Amazon CloudWatch
Communications & Networking
1 59 (1.93%) Internet
2 54 (1.77%) HTTP
3 47 (1.54%) Kerberos
4 42 (1.37%) TCP/IP
5 41 (1.34%) LAN
5 41 (1.34%) WAN
6 36 (1.18%) NAS
6 36 (1.18%) SAN
7 35 (1.14%) Multicast
8 33 (1.08%) FCoE
8 33 (1.08%) Fibre Channel
9 32 (1.05%) iSCSI
10 25 (0.82%) DNS
11 21 (0.69%) Firewall
12 20 (0.65%) LDAP
13 18 (0.59%) Intranet
14 14 (0.46%) Network Security
15 12 (0.39%) SSL
16 9 (0.29%) FTP
17 8 (0.26%) VPN
Database & Business Intelligence
1 2000 (65.42%) Big Data
2 830 (27.15%) NoSQL
3 764 (24.99%) Apache Hive
4 730 (23.88%) MongoDB
5 526 (17.21%) SQL Server
6 497 (16.26%) Apache Cassandra
7 466 (15.24%) HBase
8 425 (13.90%) MySQL
9 396 (12.95%) Relational Database
10 364 (11.91%) Data Warehouse
11 259 (8.47%) SQL Server Integration Services
12 212 (6.93%) Redis
13 208 (6.80%) PostgreSQL
14 199 (6.51%) RDBMS
15 179 (5.86%) SQL Server Reporting Services
16 169 (5.53%) Data Mining
17 165 (5.40%) Neo4j
18 137 (4.48%) Impala
19 131 (4.29%) Pentaho
20 128 (4.19%) SQL Server Analysis Services
Development Applications
1 212 (6.93%) Git (software)
2 187 (6.12%) Jenkins
3 119 (3.89%) JIRA
4 96 (3.14%) Talend Open Studio
5 79 (2.58%) Maven
6 58 (1.90%) JUnit
7 57 (1.86%) Subversion
8 54 (1.77%) Vagrant
9 51 (1.67%) Team Foundation Server
10 47 (1.54%) Atlassian Bamboo
11 44 (1.44%) Selenium
12 35 (1.14%) Ant
13 29 (0.95%) TeamCity
14 28 (0.92%) Gradle
14 28 (0.92%) Visual Studio
15 26 (0.85%) Bitbucket
16 24 (0.79%) Hudson
16 24 (0.79%) Mockito
17 22 (0.72%) Eclipse
18 18 (0.59%) Travis CI
General
1 689 (22.54%) Finance
2 348 (11.38%) Banking
3 221 (7.23%) Retail
4 177 (5.79%) Marketing
5 124 (4.06%) Games
6 101 (3.30%) Investment Banking
7 92 (3.01%) Telecoms
8 49 (1.60%) Legal
9 37 (1.21%) Manufacturing
10 34 (1.11%) Front Office
11 29 (0.95%) Electronics
12 27 (0.88%) Military
13 22 (0.72%) Advertising
13 22 (0.72%) Financial Institution
14 17 (0.56%) Publishing
15 13 (0.43%) Pharmaceutical
16 12 (0.39%) Automotive
16 12 (0.39%) Law
17 11 (0.36%) Local Government
18 10 (0.33%) Retail Banking
Job Titles
1 1015 (33.20%) Developer
2 536 (17.53%) Java Developer
3 493 (16.13%) Architect
4 335 (10.96%) Data Engineer
5 283 (9.26%) Data Scientist
6 247 (8.08%) Senior Developer
7 244 (7.98%) Data Architect
8 220 (7.20%) Big Data Engineer
9 193 (6.31%) Software Engineer
10 178 (5.82%) Big Data Developer
11 162 (5.30%) Big Data Architect
12 152 (4.97%) Java Engineer
13 145 (4.74%) Analyst
14 139 (4.55%) Consultant
15 133 (4.35%) Senior Java Developer
16 121 (3.96%) Hadoop Developer
16 121 (3.96%) Hadoop Engineer
17 120 (3.93%) Software Developer
18 97 (3.17%) Solutions Architect
19 91 (2.98%) Administrator
Libraries, Frameworks & Software Standards
1 412 (13.48%) Spring
2 339 (11.09%) Kafka
3 331 (10.83%) AngularJS
4 328 (10.73%) Web Services
5 282 (9.22%) HTML
6 266 (8.70%) .NET
7 251 (8.21%) Node.js
8 212 (6.93%) Hibernate
9 198 (6.48%) REST
10 183 (5.99%) React
11 180 (5.89%) CSS
12 156 (5.10%) XML
13 151 (4.94%) Elastic Stack
14 142 (4.65%) Java EE
15 136 (4.45%) J2EE
16 130 (4.25%) HTML5
17 123 (4.02%) jQuery
18 118 (3.86%) RabbitMQ
19 111 (3.63%) Apache Camel
20 109 (3.57%) Middleware
Miscellaneous
1 434 (14.20%) Analytical Skills
2 364 (11.91%) Computer Science
3 254 (8.31%) Algorithms
4 218 (7.13%) Greenfield Project
5 80 (2.62%) Fintech
5 80 (2.62%) Management Information System
6 65 (2.13%) Data Structures
7 58 (1.90%) Clustering
8 56 (1.83%) Enterprise Software
9 45 (1.47%) User Experience
10 43 (1.41%) Foreign Exchange (FX)
11 41 (1.34%) Mobile App
11 41 (1.34%) PKI
12 40 (1.31%) iPad
13 39 (1.28%) Data Centre
14 37 (1.21%) Equities
15 34 (1.11%) Replication
16 33 (1.08%) Linux Command Line
16 33 (1.08%) Virtual Team
17 32 (1.05%) Fixed Income
Operating Systems
1 656 (21.46%) Linux
2 189 (6.18%) Unix
3 168 (5.50%) Windows
4 92 (3.01%) Android
5 89 (2.91%) Apple iOS
6 59 (1.93%) CentOS
7 56 (1.83%) Red Hat Enterprise Linux
8 35 (1.14%) Solaris
9 25 (0.82%) Windows Server
10 20 (0.65%) Ubuntu
11 17 (0.56%) 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
15 5 (0.16%) Debian
16 3 (0.098%) Mac OS
16 3 (0.098%) Mac OS X
16 3 (0.098%) MVS
16 3 (0.098%) VMS
Processes & Methodologies
1 1373 (44.91%) Agile Software Development
2 883 (28.88%) Analytics
3 561 (18.35%) Business Intelligence
4 536 (17.53%) Software Engineering
5 528 (17.27%) Scrum
6 527 (17.24%) Machine Learning
7 444 (14.52%) TDD
8 427 (13.97%) DevOps
9 406 (13.28%) Open Source
10 400 (13.08%) ETL
11 335 (10.96%) Visualisation
12 315 (10.30%) MapReduce
13 303 (9.91%) Continuous Integration
14 278 (9.09%) Mentoring
15 270 (8.83%) Mathematics
16 255 (8.34%) Data Modelling
17 245 (8.01%) Data Analytics
18 224 (7.33%) Kanban
19 222 (7.26%) E-Commerce
20 212 (6.93%) SDLC
Programming Languages
1 1615 (52.83%) Java
2 1226 (40.10%) Python
3 1054 (34.48%) SQL
4 543 (17.76%) Scala
5 469 (15.34%) JavaScript
6 458 (14.98%) R
7 411 (13.44%) C#
8 280 (9.16%) C++
9 237 (7.75%) Perl
10 186 (6.08%) C
11 165 (5.40%) Ruby
12 148 (4.84%) Bash Shell
13 132 (4.32%) T-SQL
14 116 (3.79%) PHP
15 104 (3.40%) Go
16 79 (2.58%) Shell Script
17 72 (2.36%) MATLAB
18 44 (1.44%) PL/SQL
19 35 (1.14%) Groovy
20 33 (1.08%) VBA
Qualifications
1 577 (18.87%) Degree
2 209 (6.84%) Security Cleared
3 126 (4.12%) PhD
4 90 (2.94%) DV Cleared
5 78 (2.55%) SC Cleared
6 20 (0.65%) CISSP
7 17 (0.56%) ISEB
8 15 (0.49%) ISTQB
9 10 (0.33%) Microsoft Certification
10 9 (0.29%) CITP
11 8 (0.26%) BPSS Clearance
11 8 (0.26%) CCNA
11 8 (0.26%) Cisco Certification
11 8 (0.26%) GIAC
11 8 (0.26%) PMI Certification
12 7 (0.23%) PMP
13 6 (0.20%) CEH
13 6 (0.20%) CISM
13 6 (0.20%) MCSE
13 6 (0.20%) SANS
Quality Assurance & Compliance
1 167 (5.46%) QA
2 99 (3.24%) Data Quality
3 20 (0.65%) ISO/IEC 27001
4 15 (0.49%) Sarbanes-Oxley
4 15 (0.49%) SLA
5 7 (0.23%) GCP
6 4 (0.13%) MiFID
7 3 (0.098%) Actionable Recommendations
7 3 (0.098%) GPG13
7 3 (0.098%) ISO 9001
8 2 (0.065%) Cyber Essentials
8 2 (0.065%) PCI DSS
8 2 (0.065%) PMO
9 1 (0.033%) Basel III
9 1 (0.033%) Dodd-Frank
9 1 (0.033%) GDPR
9 1 (0.033%) ISO22301
System Software
1 235 (7.69%) Docker
2 223 (7.29%) HDFS
3 106 (3.47%) Apache Flume
4 103 (3.37%) VMware Infrastructure
5 73 (2.39%) Hyper-V
6 42 (1.37%) Apache ZooKeeper
7 40 (1.31%) KVM
8 37 (1.21%) Oracle RAC
9 33 (1.08%) NFS
9 33 (1.08%) SRDF
9 33 (1.08%) Xen
10 27 (0.88%) Virtual Machines
11 25 (0.82%) Active Directory
12 12 (0.39%) VirtualBox
13 9 (0.29%) vSphere
14 7 (0.23%) Snort
15 5 (0.16%) Varnish
16 4 (0.13%) etcd
17 3 (0.098%) vCloud
18 2 (0.065%) flannel
Systems Management
1 295 (9.65%) Puppet
2 260 (8.51%) Opscode Chef
3 257 (8.41%) Ansible
4 119 (3.89%) Kibana
5 111 (3.63%) Oozie
6 95 (3.11%) logstash
7 90 (2.94%) Salt
8 77 (2.52%) Kubernetes
9 57 (1.86%) Hadoop YARN
10 43 (1.41%) Mesos
11 38 (1.24%) Ambari
12 35 (1.14%) Nagios
13 24 (0.79%) ZABBIX
14 20 (0.65%) Riemann
15 15 (0.49%) Graphite
16 14 (0.46%) Grafana
16 14 (0.46%) Opsview
16 14 (0.46%) Terraform
17 10 (0.33%) QRadar
18 8 (0.26%) Failover Clustering
Vendors
1 530 (17.34%) Oracle
2 258 (8.44%) Tableau
3 253 (8.28%) Microsoft
4 152 (4.97%) Cloudera
5 149 (4.87%) Google
6 132 (4.32%) Hortonworks
7 116 (3.79%) VMware
8 97 (3.17%) SAP
9 96 (3.14%) Talend
10 92 (3.01%) Informatica
11 87 (2.85%) Splunk
12 86 (2.81%) Teradata
13 80 (2.62%) IBM
14 77 (2.52%) Red Hat
14 77 (2.52%) Sybase
15 63 (2.06%) TIBCO
16 60 (1.96%) Cognos
17 56 (1.83%) Cisco
18 42 (1.37%) MapR
19 40 (1.31%) EMC
London
Cititec
Salary: £650 - £700 per day
Posted: 7 hours ago
London
Talent Point Ltd
Salary: £55000.00 - £70000.00 per annum
Posted: 5 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £55000 - £95000 per annum + negotiable
Posted: 13 hours ago
Chester, Cheshire
Amsource Technology Ltd
Salary: From £40,000 to £60,000 per annum
Posted: 7 hours ago
Chester, Cheshire
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: 9 hours ago
Cheltenham, Gloucestershire
Searchability
Salary: £55000 - £75000 per annum + Benefits
Posted: 9 hours ago
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: 30,000 - 50,000 plus benefits
Posted: 12 hours ago
City, London
ANSON MCCADE
Salary: £70,000 - £110,000 + extensive benefits package
Posted: 7 hours ago
London
Opus IT Consulting
Salary: £55000.00 - £70000 per annum + 10% bonus, benefits
Posted: 8 hours ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 hours ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 hours ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 4 hours ago
Berkshire
Spencer Rose
Salary: From £45,000 to £55,000 per annum +BONUS+BENEFITS
Posted: 4 hours ago
London
IC Resources
Salary: £60000 - £70000 per annum + depending on experience
Posted: 9 hours ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £55,000 to £65,000 per annum
Posted: 11 hours ago
Dundee, Angus
Harvey Nash plc
Salary: Competitive Salary and Excellent Benefits
Posted: 10 hours ago
Nottingham, Nottinghamshire
Ascent People Ltd
Salary: £37000 - £47000 per annum + Pension, Training
Posted: Yesterday
West London
Optima Connections
Salary: From £70,000 to £90,000 per annum + Bonus + Benefits
Posted: 11 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent + benefits
Posted: 5 hours ago
Milton Keynes, Buckinghamshire
Understanding Recruitment
Salary: £75000 - £85000 per annum + £9k Car allow, bonus
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £75,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 6 hours ago
London
Joseph Harry Ltd
Salary: £25000 - £45000 per annum + 25% Bonus + 10% Pension
Posted: 15 hours ago
London
Cititec
Salary: £100000 - £110000 per annum + flexi Benefits + Bonus
Posted: 2 days ago
Newcastle, Staffordshire
Searchability
Salary: £23000 - £28000 per annum + Benefits
Posted: 9 hours ago
London
Cititec
Salary: £110000 - £130000 per annum + Bonuses + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Client Server
Salary: £80k to £100k + benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £40,000 to £65,000 per annum Salary DOE + Benefits
Posted: 3 days ago
London
Martin & Conley
Salary: £85000 - £95000 per annum + EXCELLENT BENEFITS
Posted: 3 days ago