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

Apache Hadoop
UK
3 months to
30 Apr 2017
Same period 2016 Same period 2015
Rank 190 182 282
Rank change year-on-year -8 +100  
Permanent jobs citing Hadoop 1523 1894 1277
As % of all permanent IT jobs advertised in the UK 1.78% 1.83% 1.15%
As % of the Database & Business Intelligence category 5.71% 6.00% 3.62%
Number of salaries quoted 1186 1451 1060
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 £41,500 £42,500
10% offered a salary of more than £99,000 £95,000 £95,000
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 26689 31572 35317
As % of all permanent IT job vacancies advertised in the UK 31.14% 30.56% 31.92%
Number of salaries quoted 22613 26981 29801
Median salary £47,500 £50,000 £46,050
Median salary % change year-on-year -5.00% +8.57%  
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 30 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 30 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 -14 1403 £65,000 +4.00% 206
London -34 823 £72,500 +3.57% 128
South East +63 205 £60,000 +9.09% 28
North West +55 123 £60,000 +41.17% 14
City of London -32 105 £80,000 +23.07% 33
Manchester +51 96 £60,000 +33.33% 8
South West +17 88 £45,000 - 5
Surrey +58 77 £62,000 +3.33% 4
East of England +29 66 £55,000 -8.33% 11
Scotland +49 61 £45,000 -5.26% 5
Berkshire +24 58 £50,000 -1.47% 7
Edinburgh +46 56 £63,750 +18.60% 4
Yorkshire -24 46 £55,000 +15.78% 10
Hampshire +33 33 £57,500 +27.77% 5
Gloucestershire -19 30 £37,500 -21.05% 2
Guildford +26 27 £50,000 +25.00% 3
Reading 0 26 £43,750 -12.50% 3
Staines -5 25 £65,000 +8.33%
Somerset +4 24 £40,000 -13.04%
Essex - 24 £52,500 -
West Yorkshire -49 23 £55,000 +15.78% 4
Slough +34 22 £55,000 -4.34% 1
Buckinghamshire +8 22 £80,000 +60.00% 8
Milton Keynes +5 22 £80,000 +60.00% 6
Leeds -44 22 £55,000 +15.78% 4
West Midlands -16 21 £55,000 -4.34% 1
South Wales +21 20 £35,000 -22.22%
Cardiff +17 20 £35,000 -15.15%
Wales +13 20 £35,000 -22.22%
Colchester - 20 £52,500 -

For the 6 months to 30 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 1991 (65.47%) Big Data
2 1595 (52.45%) Java
3 1348 (44.33%) Agile Software Development
4 1344 (44.20%) Apache Spark
5 1208 (39.72%) Python
6 1050 (34.53%) SQL
7 889 (29.23%) Analytics
8 821 (27.00%) NoSQL
9 771 (25.35%) Apache Hive
10 709 (23.31%) MongoDB
11 687 (22.59%) Finance
12 660 (21.70%) Linux
13 652 (21.44%) Amazon AWS
14 572 (18.81%) Degree
14 572 (18.81%) Business Intelligence
15 558 (18.35%) Scala
16 530 (17.43%) Machine Learning
17 527 (17.33%) Oracle
18 521 (17.13%) SQL Server
19 516 (16.97%) Software Engineering
20 511 (16.80%) Scrum
21 487 (16.01%) Apache Cassandra
22 473 (15.55%) HBase
23 460 (15.13%) R
24 454 (14.93%) JavaScript
25 446 (14.67%) Analytical Skills
26 428 (14.07%) TDD
27 426 (14.01%) DevOps
28 414 (13.61%) MySQL
29 403 (13.25%) ETL

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 1344 (44.20%) Apache Spark
2 378 (12.43%) Apache Pig
3 327 (10.75%) Elasticsearch
4 317 (10.42%) Apache
5 279 (9.17%) SAS
6 216 (7.10%) Tomcat
7 149 (4.90%) Apache Solr
8 129 (4.24%) OpenStack
9 127 (4.18%) JBoss
10 105 (3.45%) Jetty
11 99 (3.26%) WebSphere
12 96 (3.16%) WebLogic
13 53 (1.74%) IIS
14 45 (1.48%) Confluence
15 32 (1.05%) Oracle Coherence
16 21 (0.69%) DataSynapse
16 21 (0.69%) Oracle HTTP Server
16 21 (0.69%) WebSphere Application Server
17 19 (0.62%) GlassFish
17 19 (0.62%) SharePoint
Applications
1 80 (2.63%) SPSS
2 76 (2.50%) Microsoft Excel
3 22 (0.72%) Microsoft PowerPoint
4 14 (0.46%) MS Visio
5 12 (0.39%) 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 (0.099%) Gephi
9 3 (0.099%) S-PLUS
10 1 (0.033%) GNU Octave
Business Applications
1 23 (0.76%) SAP Oil and Gas
2 21 (0.69%) RMDS
3 6 (0.20%) Oracle BPM
3 6 (0.20%) SAP GRC
4 4 (0.13%) Oracle Applications
5 3 (0.099%) FastStats
6 2 (0.066%) SAP InfiniteInsight
7 1 (0.033%) Adobe Campaign
7 1 (0.033%) BusinessWorks
7 1 (0.033%) Cognos Business Intelligence
7 1 (0.033%) Dynamics AX
7 1 (0.033%) Dynamics NAV
7 1 (0.033%) Oracle AML
7 1 (0.033%) SAP ERP
7 1 (0.033%) SAP HR
7 1 (0.033%) SAP Hybris
7 1 (0.033%) SAP S/4HANA
Cloud Services
1 652 (21.44%) Amazon AWS
2 342 (11.25%) Microsoft Azure
3 127 (4.18%) Google Cloud Platform
4 106 (3.49%) SaaS
5 85 (2.80%) GitHub
6 62 (2.04%) PaaS
7 54 (1.78%) Cloud Computing
8 51 (1.68%) Amazon S3
9 34 (1.12%) IaaS
10 31 (1.02%) Amazon EC2
11 29 (0.95%) Amazon EMR
12 22 (0.72%) AWS Lambda
13 17 (0.56%) OpenShift
14 16 (0.53%) Office 365
14 16 (0.53%) Sumo Logic
15 14 (0.46%) Amazon Kinesis
16 9 (0.30%) Azure Machine Learning
16 9 (0.30%) Google Analytics
17 8 (0.26%) IBM Cloud
18 7 (0.23%) Amazon CloudWatch
Communications & Networking
1 58 (1.91%) Internet
2 49 (1.61%) Kerberos
3 48 (1.58%) HTTP
4 43 (1.41%) TCP/IP
5 38 (1.25%) LAN
5 38 (1.25%) WAN
6 33 (1.09%) NAS
6 33 (1.09%) SAN
7 32 (1.05%) Multicast
8 30 (0.99%) FCoE
8 30 (0.99%) Fibre Channel
8 30 (0.99%) iSCSI
9 26 (0.85%) DNS
10 20 (0.66%) Firewall
10 20 (0.66%) LDAP
11 18 (0.59%) Intranet
12 14 (0.46%) Network Security
13 12 (0.39%) SSL
14 9 (0.30%) FTP
15 8 (0.26%) VPN
Database & Business Intelligence
1 1991 (65.47%) Big Data
2 821 (27.00%) NoSQL
3 771 (25.35%) Apache Hive
4 709 (23.31%) MongoDB
5 521 (17.13%) SQL Server
6 487 (16.01%) Apache Cassandra
7 473 (15.55%) HBase
8 414 (13.61%) MySQL
9 398 (13.09%) Relational Database
10 367 (12.07%) Data Warehouse
11 262 (8.62%) SQL Server Integration Services
12 203 (6.68%) RDBMS
12 203 (6.68%) Redis
13 202 (6.64%) PostgreSQL
14 182 (5.98%) SQL Server Reporting Services
15 169 (5.56%) Data Mining
16 160 (5.26%) Neo4j
17 141 (4.64%) Impala
18 135 (4.44%) Pentaho
18 135 (4.44%) SQL Server Analysis Services
Development Applications
1 204 (6.71%) Git (software)
2 185 (6.08%) Jenkins
3 116 (3.81%) JIRA
4 95 (3.12%) Talend Open Studio
5 80 (2.63%) Maven
6 60 (1.97%) JUnit
7 56 (1.84%) Subversion
8 53 (1.74%) Vagrant
9 52 (1.71%) Team Foundation Server
10 47 (1.55%) Atlassian Bamboo
11 43 (1.41%) Selenium
12 35 (1.15%) Ant
13 30 (0.99%) Visual Studio
14 29 (0.95%) Gradle
14 29 (0.95%) TeamCity
15 26 (0.85%) Bitbucket
16 25 (0.82%) Hudson
17 24 (0.79%) Eclipse
17 24 (0.79%) Mockito
18 18 (0.59%) Travis CI
General
1 687 (22.59%) Finance
2 335 (11.02%) Banking
3 216 (7.10%) Retail
4 178 (5.85%) Marketing
5 122 (4.01%) Games
6 97 (3.19%) Investment Banking
7 93 (3.06%) Telecoms
8 45 (1.48%) Legal
9 38 (1.25%) Front Office
10 36 (1.18%) Manufacturing
11 30 (0.99%) Electronics
12 24 (0.79%) Military
13 22 (0.72%) Financial Institution
14 21 (0.69%) Advertising
15 17 (0.56%) Publishing
16 13 (0.43%) Pharmaceutical
17 12 (0.39%) Automotive
17 12 (0.39%) Law
18 11 (0.36%) Local Government
19 10 (0.33%) Retail Banking
Job Titles
1 993 (32.65%) Developer
2 521 (17.13%) Java Developer
3 498 (16.38%) Architect
4 331 (10.88%) Data Engineer
5 285 (9.37%) Data Scientist
6 249 (8.19%) Data Architect
7 243 (7.99%) Senior Developer
8 216 (7.10%) Big Data Engineer
9 185 (6.08%) Software Engineer
10 173 (5.69%) Big Data Developer
11 166 (5.46%) Big Data Architect
12 148 (4.87%) Java Engineer
13 144 (4.74%) Analyst
14 140 (4.60%) Consultant
15 135 (4.44%) Senior Java Developer
16 117 (3.85%) Hadoop Engineer
17 114 (3.75%) Software Developer
18 113 (3.72%) Hadoop Developer
19 99 (3.26%) Solutions Architect
20 92 (3.03%) Administrator
Libraries, Frameworks & Software Standards
1 398 (13.09%) Spring
2 344 (11.31%) Kafka
3 323 (10.62%) Web Services
4 313 (10.29%) AngularJS
5 273 (8.98%) HTML
6 268 (8.81%) .NET
7 239 (7.86%) Node.js
8 208 (6.84%) Hibernate
9 191 (6.28%) REST
10 176 (5.79%) React
11 175 (5.75%) CSS
12 162 (5.33%) XML
13 142 (4.67%) Elastic Stack
14 136 (4.47%) Java EE
15 133 (4.37%) J2EE
16 127 (4.18%) HTML5
17 120 (3.95%) jQuery
18 117 (3.85%) RabbitMQ
19 107 (3.52%) Apache Camel
20 103 (3.39%) Middleware
Miscellaneous
1 446 (14.67%) Analytical Skills
2 356 (11.71%) Computer Science
3 252 (8.29%) Algorithms
4 220 (7.23%) Greenfield Project
5 79 (2.60%) Management Information System
6 77 (2.53%) Fintech
7 68 (2.24%) Data Structures
8 61 (2.01%) Enterprise Software
9 56 (1.84%) Clustering
10 45 (1.48%) User Experience
11 42 (1.38%) Data Centre
11 42 (1.38%) Foreign Exchange (FX)
12 41 (1.35%) Mobile App
13 39 (1.28%) iPad
13 39 (1.28%) PKI
14 37 (1.22%) Equities
15 34 (1.12%) Replication
15 34 (1.12%) Virtual Team
16 32 (1.05%) Credit Risk
16 32 (1.05%) Linux Command Line
Operating Systems
1 660 (21.70%) Linux
2 187 (6.15%) Unix
3 166 (5.46%) Windows
4 84 (2.76%) Android
5 81 (2.66%) Apple iOS
6 60 (1.97%) CentOS
7 58 (1.91%) Red Hat Enterprise Linux
8 33 (1.09%) Solaris
9 27 (0.89%) Windows Server
10 20 (0.66%) 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 4 (0.13%) Mac OS X
17 3 (0.099%) Mac OS
17 3 (0.099%) MVS
17 3 (0.099%) VMS
Processes & Methodologies
1 1348 (44.33%) Agile Software Development
2 889 (29.23%) Analytics
3 572 (18.81%) Business Intelligence
4 530 (17.43%) Machine Learning
5 516 (16.97%) Software Engineering
6 511 (16.80%) Scrum
7 428 (14.07%) TDD
8 426 (14.01%) DevOps
9 403 (13.25%) ETL
10 402 (13.22%) Open Source
11 331 (10.88%) Visualisation
12 316 (10.39%) MapReduce
13 298 (9.80%) Continuous Integration
14 273 (8.98%) Mentoring
15 271 (8.91%) Mathematics
16 262 (8.62%) Data Modelling
17 248 (8.16%) Data Analytics
18 222 (7.30%) E-Commerce
19 214 (7.04%) Kanban
20 206 (6.77%) SDLC
Programming Languages
1 1595 (52.45%) Java
2 1208 (39.72%) Python
3 1050 (34.53%) SQL
4 558 (18.35%) Scala
5 460 (15.13%) R
6 454 (14.93%) JavaScript
7 391 (12.86%) C#
8 282 (9.27%) C++
9 218 (7.17%) Perl
10 184 (6.05%) C
11 156 (5.13%) Ruby
12 139 (4.57%) Bash Shell
13 132 (4.34%) T-SQL
14 117 (3.85%) PHP
15 99 (3.26%) Go
16 80 (2.63%) Shell Script
17 72 (2.37%) MATLAB
18 43 (1.41%) PL/SQL
19 37 (1.22%) Groovy
20 35 (1.15%) VBA
Qualifications
1 572 (18.81%) Degree
2 208 (6.84%) Security Cleared
3 127 (4.18%) PhD
4 90 (2.96%) DV Cleared
5 78 (2.56%) SC Cleared
6 20 (0.66%) CISSP
7 15 (0.49%) ISEB
7 15 (0.49%) ISTQB
8 13 (0.43%) CITP
9 12 (0.39%) Microsoft Certification
10 8 (0.26%) BPSS Clearance
10 8 (0.26%) CCNA
10 8 (0.26%) Cisco Certification
10 8 (0.26%) GIAC
11 7 (0.23%) PMI Certification
11 7 (0.23%) PMP
12 6 (0.20%) CEH
12 6 (0.20%) CISM
12 6 (0.20%) MCSE
12 6 (0.20%) SANS
Quality Assurance & Compliance
1 167 (5.49%) QA
2 101 (3.32%) Data Quality
3 20 (0.66%) ISO/IEC 27001
4 15 (0.49%) Sarbanes-Oxley
5 14 (0.46%) SLA
6 7 (0.23%) GCP
7 4 (0.13%) GDPR
7 4 (0.13%) MiFID
7 4 (0.13%) PCI DSS
8 3 (0.099%) Actionable Recommendations
8 3 (0.099%) GPG13
8 3 (0.099%) ISO 9001
9 2 (0.066%) Cyber Essentials
9 2 (0.066%) PMO
10 1 (0.033%) Basel III
10 1 (0.033%) Dodd-Frank
10 1 (0.033%) ISO22301
System Software
1 236 (7.76%) Docker
2 222 (7.30%) HDFS
3 107 (3.52%) Apache Flume
4 97 (3.19%) VMware Infrastructure
5 69 (2.27%) Hyper-V
6 41 (1.35%) Apache ZooKeeper
7 37 (1.22%) KVM
8 35 (1.15%) Oracle RAC
9 31 (1.02%) Xen
10 30 (0.99%) NFS
10 30 (0.99%) SRDF
11 27 (0.89%) Active Directory
11 27 (0.89%) Virtual Machines
12 11 (0.36%) VirtualBox
13 10 (0.33%) vSphere
14 7 (0.23%) Snort
15 4 (0.13%) etcd
15 4 (0.13%) Varnish
16 3 (0.099%) vCloud
17 2 (0.066%) flannel
Systems Management
1 285 (9.37%) Puppet
2 251 (8.25%) Ansible
3 250 (8.22%) Opscode Chef
4 112 (3.68%) Kibana
4 112 (3.68%) Oozie
5 89 (2.93%) logstash
6 83 (2.73%) Salt
7 78 (2.56%) Kubernetes
8 55 (1.81%) Hadoop YARN
9 44 (1.45%) Mesos
10 37 (1.22%) Ambari
11 33 (1.09%) Nagios
12 23 (0.76%) ZABBIX
13 18 (0.59%) Riemann
14 14 (0.46%) Graphite
14 14 (0.46%) Terraform
15 12 (0.39%) Grafana
15 12 (0.39%) Opsview
16 10 (0.33%) QRadar
17 8 (0.26%) Failover Clustering
Vendors
1 527 (17.33%) Oracle
2 262 (8.62%) Tableau
3 258 (8.48%) Microsoft
4 157 (5.16%) Cloudera
5 155 (5.10%) Google
6 130 (4.27%) Hortonworks
7 110 (3.62%) VMware
8 99 (3.26%) SAP
9 96 (3.16%) Informatica
10 95 (3.12%) Talend
11 87 (2.86%) Teradata
12 85 (2.80%) Splunk
13 79 (2.60%) Red Hat
14 75 (2.47%) IBM
15 71 (2.33%) Sybase
16 61 (2.01%) TIBCO
17 57 (1.87%) Cognos
18 53 (1.74%) Cisco
19 44 (1.45%) MapR
20 37 (1.22%) EMC
City, London
ANSON MCCADE
Salary: £45,000 - £120,000 + benefits
Posted: 2 days ago
City, London
Evolution Recruitment Solutions
Salary: 35,000 - 53,000 + Benefits
Posted: 2 days ago
East London
Digitech Resourcing Ltd
Salary: From £70,000 to £90,000 per annum £85,000, on-site gym, on-site cafe,
Posted: 3 days ago
West London
Bentley Whitaker
Salary: From £45,000 to £65,000 per annum + bonus , shares,Pension,health
Posted: 2 days ago
Warwickshire
Austin Fraser
Salary: £45000.00 - £50000.00 per annum + Benefits
Posted: 2 days ago
London
Cititec
Salary: £120000 - £130000 per annum + flexi Benefits + Bonus included
Posted: 2 days ago
Nottingham, Nottinghamshire
Digitech Resourcing Ltd
Salary: From £40,000 to £50,000 per annum Salary negotiable - plus package
Posted: 3 days ago
City, London
TEKsystems
Salary: £60000 - £100000 per annum + benefits
Posted: 2 days ago
London
Gravitas Recruitment Group
Salary: £55000 - £70000 per annum + Benefits
Posted: 2 days ago
Crawley, West Sussex
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: 2 days ago
London
Talent Point Ltd
Salary: £55000.00 - £70000.00 per annum
Posted: 2 days ago
London
onezeero.
Salary: £90000 - £120000 per annum + LTIP + Bonus
Posted: 3 days ago
London
ISL
Salary: £75000.00 - £80000.00 per annum + Benefits
Posted: 3 days ago
Middlesbrough, Cleveland
Solutions Recruitment
Salary: From £35,000 to £45,000 per annum
Posted: 2 days ago
Guildford, Surrey
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 4 days ago
West London
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: 3 days ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £40000 - £45000 per annum + Pension, Healthcare
Posted: 2 days ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: ££competitive
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 4 days ago
Greater Manchester
ANSON MCCADE
Salary: £70,000 - £90,000k plus brilliant package and unrivalled development
Posted: 4 days ago
Newcastle Upon Tyne, Tyne and Wear
ANSON MCCADE
Salary: £70,000 - £90,000k plus brilliant package and unrivalled development
Posted: 4 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £70,000 - £90,000k plus brilliant package and unrivalled development
Posted: 4 days ago
London
Cititec
Salary: £110000 - £130000 per annum + flexi Benefits + Bonus
Posted: 4 days ago
London
The North Starr
Salary: £70000 - £85000 per annum + bonus, benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: 5 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £65000 per annum
Posted: 3 days ago
Skipton, North Yorkshire
Oscar
Salary: £30000 - £50000 per annum
Posted: 2 days ago
Milton Keynes, Buckinghamshire
Source Technology
Salary: From £35,000 to £44,000 per annum + bonus package
Posted: 3 days ago
Nottingham, Nottinghamshire
Digitech Resourcing Ltd
Salary: From £60,000 to £65,000 per annum plus package and benefits
Posted: 3 days ago
London
Oliver Bernard
Salary: £70000 - £80000 per annum + 20% bonus, pension, healthcare etc.
Posted: 5 days ago