The following table provides summary statistics for permanent job vacancies advertised in England 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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Apache Hadoop
UK / England
Rank 193 187 313
Rank change year-on-year -6 +126  
Permanent jobs citing Hadoop 1368 1738 1015
As % of all permanent IT jobs advertised in England 1.74% 1.81% 1.03%
As % of the Database & Business Intelligence category 5.72% 5.83% 3.29%
Number of salaries quoted 1085 1358 867
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 £45,000
10% offered a salary of more than £97,500 £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 advertised in England with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
England
Permanent job vacancies with a requirement for database and business intelligence skills 23901 29821 30824
As % of all permanent IT job vacancies advertised in England 30.38% 31.02% 31.30%
Number of salaries quoted 20509 25663 26362
Median salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11%  
90% offered a salary of more than £32,500 £32,500 £31,193
10% offered a salary of more than £75,000 £70,000 £70,250
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Hadoop
Job Vacancy Trend in England

The job posting trend of jobs advertised in England 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 England

Hadoop
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop in England.

Salary trend for Hadoop in England

Hadoop
Salary Histogram in England

The salary distribution of IT jobs citing Hadoop in England over the 3 months to 23 March 2017.

Salary histogram for Hadoop in England

Hadoop
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the England region over the 3 months to 23 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
London -23 811 £72,500 +7.40% 130
South East +89 183 £57,500 +5.50% 24
South West +64 120 £45,000 - 8
North West +72 114 £60,000 +60.00% 19
East of England +46 54 £55,000 -8.33% 13
Yorkshire -23 35 £52,500 +10.52% 11
West Midlands -8 30 £55,000 -4.34% 3
North East -6 9 £45,000 -33.33% 2
East Midlands -24 4 £52,500 +31.25% 4
Hadoop
UK

Hadoop
Top 30 Related IT Skills in England

For the 6 months to 23 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 across the England region with a requirement for Hadoop.

1 1940 (65.61%) Big Data
2 1606 (54.31%) Java
3 1355 (45.82%) Apache Spark
4 1353 (45.76%) Agile Software Development
5 1188 (40.18%) Python
6 991 (33.51%) SQL
7 840 (28.41%) Analytics
8 800 (27.05%) NoSQL
9 734 (24.82%) Apache Hive
10 697 (23.57%) MongoDB
11 670 (22.66%) Finance
12 633 (21.41%) Linux
13 627 (21.20%) Amazon AWS
14 553 (18.70%) Scala
15 552 (18.67%) Business Intelligence
16 520 (17.59%) SQL Server
17 514 (17.38%) Software Engineering
18 513 (17.35%) Oracle
19 512 (17.31%) Degree
20 503 (17.01%) Scrum
21 479 (16.20%) Apache Cassandra
22 468 (15.83%) Machine Learning
23 467 (15.79%) JavaScript
24 445 (15.05%) HBase
25 438 (14.81%) C#
25 438 (14.81%) R
26 427 (14.44%) TDD
27 417 (14.10%) MySQL
28 414 (14.00%) DevOps
28 414 (14.00%) Analytical Skills

Hadoop
Top Related IT Skills in England 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 1355 (45.82%) Apache Spark
2 404 (13.66%) Apache Pig
3 349 (11.80%) Elasticsearch
4 348 (11.77%) Apache
5 246 (8.32%) SAS
6 218 (7.37%) Tomcat
7 149 (5.04%) Apache Solr
8 142 (4.80%) OpenStack
9 127 (4.29%) WebSphere
10 122 (4.13%) JBoss
11 115 (3.89%) Jetty
12 100 (3.38%) WebLogic
13 59 (2.00%) IIS
14 48 (1.62%) Confluence
15 42 (1.42%) Oracle Coherence
16 33 (1.12%) DataSynapse
16 33 (1.12%) Oracle HTTP Server
17 21 (0.71%) SharePoint
18 16 (0.54%) WebSphere Application Server
19 15 (0.51%) GlassFish
Applications
1 100 (3.38%) MS Excel
2 93 (3.15%) SPSS
3 23 (0.78%) MS PowerPoint
4 14 (0.47%) MS Visio
5 8 (0.27%) Spreadsheet
6 7 (0.24%) MS Office
6 7 (0.24%) Stata
7 5 (0.17%) SPSS Modeler
7 5 (0.17%) Weka
8 4 (0.14%) S-PLUS
9 3 (0.10%) Gephi
10 1 (0.034%) GNU Octave
10 1 (0.034%) Mingle
Business Applications
1 33 (1.12%) RMDS
2 19 (0.64%) SAP Oil and Gas
3 5 (0.17%) FastStats
4 3 (0.10%) Magento
5 1 (0.034%) Adobe Campaign
5 1 (0.034%) BusinessWorks
5 1 (0.034%) Cognos Business Intelligence
5 1 (0.034%) Dynamics AX
5 1 (0.034%) Dynamics NAV
5 1 (0.034%) Oracle AML
5 1 (0.034%) Oracle Applications
5 1 (0.034%) SAP ERP
5 1 (0.034%) SAP HR
Cloud Services
1 627 (21.20%) Amazon AWS
2 321 (10.86%) Microsoft Azure
3 112 (3.79%) SaaS
4 105 (3.55%) Google Cloud Platform
5 71 (2.40%) GitHub
6 57 (1.93%) PaaS
7 53 (1.79%) Amazon S3
8 48 (1.62%) Cloud Computing
9 42 (1.42%) Amazon EMR
10 31 (1.05%) IaaS
11 29 (0.98%) Amazon EC2
12 24 (0.81%) Sumo Logic
13 22 (0.74%) AWS Lambda
14 12 (0.41%) Amazon Kinesis
14 12 (0.41%) Office 365
15 11 (0.37%) OpenShift
16 10 (0.34%) IBM Cloud
17 8 (0.27%) Azure Machine Learning
17 8 (0.27%) Google Analytics
17 8 (0.27%) Google App Engine
Communications & Networking
1 61 (2.06%) HTTP
2 55 (1.86%) Internet
3 50 (1.69%) LAN
3 50 (1.69%) WAN
4 49 (1.66%) Kerberos
5 44 (1.49%) NAS
5 44 (1.49%) SAN
5 44 (1.49%) TCP/IP
6 43 (1.45%) Multicast
7 41 (1.39%) FCoE
7 41 (1.39%) Fibre Channel
8 40 (1.35%) iSCSI
9 23 (0.78%) Firewall
10 20 (0.68%) DNS
11 18 (0.61%) LDAP
12 16 (0.54%) Intranet
12 16 (0.54%) Network Security
13 13 (0.44%) SSL
14 9 (0.30%) FTP
15 8 (0.27%) tcpdump
Database & Business Intelligence
1 1940 (65.61%) Big Data
2 800 (27.05%) NoSQL
3 734 (24.82%) Apache Hive
4 697 (23.57%) MongoDB
5 520 (17.59%) SQL Server
6 479 (16.20%) Apache Cassandra
7 445 (15.05%) HBase
8 417 (14.10%) MySQL
9 396 (13.39%) Relational Database
10 354 (11.97%) Data Warehouse
11 238 (8.05%) SQL Server Integration Services
12 204 (6.90%) RDBMS
13 195 (6.59%) Redis
14 184 (6.22%) PostgreSQL
15 161 (5.44%) SQL Server Reporting Services
16 157 (5.31%) Data Mining
17 143 (4.84%) Neo4j
18 133 (4.50%) Impala
19 118 (3.99%) Amazon Redshift
20 117 (3.96%) SQL Server Analysis Services
Development Applications
1 208 (7.03%) Git (software)
2 149 (5.04%) Jenkins
3 118 (3.99%) JIRA
4 79 (2.67%) Talend Open Studio
5 70 (2.37%) Maven
6 66 (2.23%) Vagrant
7 52 (1.76%) JUnit
8 49 (1.66%) Subversion
9 45 (1.52%) Team Foundation Server
10 42 (1.42%) Atlassian Bamboo
11 40 (1.35%) Selenium
12 32 (1.08%) TeamCity
13 27 (0.91%) Ant
14 26 (0.88%) Visual Studio
15 23 (0.78%) Gradle
16 19 (0.64%) Mockito
17 16 (0.54%) Travis CI
18 15 (0.51%) TestNG
19 14 (0.47%) Hudson
19 14 (0.47%) Rational DOORS
General
1 670 (22.66%) Finance
2 385 (13.02%) Banking
3 218 (7.37%) Retail
4 176 (5.95%) Marketing
5 118 (3.99%) Games
6 110 (3.72%) Investment Banking
7 92 (3.11%) Telecoms
8 36 (1.22%) Military
9 34 (1.15%) Front Office
9 34 (1.15%) Manufacturing
10 30 (1.01%) Legal
11 23 (0.78%) Electronics
11 23 (0.78%) Financial Institution
12 22 (0.74%) Advertising
13 21 (0.71%) Automotive
14 18 (0.61%) Publishing
15 12 (0.41%) Law
15 12 (0.41%) Online Betting
15 12 (0.41%) Pharmaceutical
16 11 (0.37%) Local Government
Job Titles
1 1004 (33.95%) Developer
2 521 (17.62%) Java Developer
3 442 (14.95%) Architect
4 324 (10.96%) Data Engineer
5 285 (9.64%) Data Scientist
6 246 (8.32%) Senior Developer
7 220 (7.44%) Data Architect
8 212 (7.17%) Big Data Engineer
9 191 (6.46%) Big Data Developer
10 184 (6.22%) Software Engineer
11 161 (5.44%) Big Data Architect
12 149 (5.04%) Consultant
13 137 (4.63%) Java Engineer
14 128 (4.33%) Analyst
14 128 (4.33%) Hadoop Developer
15 126 (4.26%) Senior Java Developer
16 107 (3.62%) Software Developer
17 97 (3.28%) Solutions Architect
18 96 (3.25%) Hadoop Engineer
18 96 (3.25%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 382 (12.92%) Spring
2 351 (11.87%) AngularJS
3 301 (10.18%) HTML
4 296 (10.01%) Web Services
5 286 (9.67%) Kafka
6 243 (8.22%) Node.js
7 232 (7.85%) .NET
8 197 (6.66%) Hibernate
9 180 (6.09%) CSS
10 169 (5.72%) REST
11 168 (5.68%) React
12 144 (4.87%) J2EE
13 141 (4.77%) HTML5
14 135 (4.57%) jQuery
15 134 (4.53%) Java EE
16 133 (4.50%) XML
17 130 (4.40%) Elastic Stack
18 113 (3.82%) Middleware
19 107 (3.62%) Apache Camel
20 105 (3.55%) RabbitMQ
Miscellaneous
1 414 (14.00%) Analytical Skills
2 341 (11.53%) Computer Science
3 263 (8.89%) Algorithms
4 96 (3.25%) Fintech
5 84 (2.84%) Management Information System
6 69 (2.33%) Data Structures
7 55 (1.86%) Clustering
8 47 (1.59%) Enterprise Software
9 45 (1.52%) PKI
10 44 (1.49%) Credit Risk
11 43 (1.45%) Foreign Exchange (FX)
12 42 (1.42%) Mobile App
13 39 (1.32%) User Experience
14 38 (1.29%) Data Centre
14 38 (1.29%) iPad
15 35 (1.18%) Blog
16 34 (1.15%) Equities
17 32 (1.08%) Fixed Income
17 32 (1.08%) Replication
18 28 (0.95%) Hedge funds
Operating Systems
1 633 (21.41%) Linux
2 178 (6.02%) Unix
3 160 (5.41%) Windows
4 103 (3.48%) Android
5 100 (3.38%) Apple iOS
6 68 (2.30%) CentOS
6 68 (2.30%) Red Hat Enterprise Linux
7 42 (1.42%) Solaris
8 23 (0.78%) Ubuntu
9 20 (0.68%) Windows Server
10 17 (0.57%) Oracle Linux
11 11 (0.37%) Windows Server 2008
11 11 (0.37%) Windows Server 2012
12 7 (0.24%) Debian
12 7 (0.24%) Windows Server 2003
13 6 (0.20%) CoreOS
14 5 (0.17%) Mac OS X
15 3 (0.10%) VMS
15 3 (0.10%) Windows XP
16 2 (0.068%) MVS
Processes & Methodologies
1 1353 (45.76%) Agile Software Development
2 840 (28.41%) Analytics
3 552 (18.67%) Business Intelligence
4 514 (17.38%) Software Engineering
5 503 (17.01%) Scrum
6 468 (15.83%) Machine Learning
7 427 (14.44%) TDD
8 414 (14.00%) DevOps
9 392 (13.26%) ETL
10 362 (12.24%) Open Source
11 316 (10.69%) MapReduce
12 314 (10.62%) Visualisation
13 281 (9.50%) Mathematics
14 279 (9.44%) Continuous Integration
15 257 (8.69%) Data Analytics
16 247 (8.35%) Mentoring
17 236 (7.98%) Data Modelling
18 220 (7.44%) Kanban
19 217 (7.34%) SDLC
20 204 (6.90%) Statistics
Programming Languages
1 1606 (54.31%) Java
2 1188 (40.18%) Python
3 991 (33.51%) SQL
4 553 (18.70%) Scala
5 467 (15.79%) JavaScript
6 438 (14.81%) C#
6 438 (14.81%) R
7 282 (9.54%) C++
8 248 (8.39%) Perl
9 194 (6.56%) C
10 175 (5.92%) Ruby
11 161 (5.44%) Bash Shell
12 120 (4.06%) T-SQL
13 111 (3.75%) PHP
14 101 (3.42%) Go
15 77 (2.60%) MATLAB
16 68 (2.30%) Shell Script
17 48 (1.62%) PL/SQL
18 32 (1.08%) Groovy
19 30 (1.01%) VBA
Qualifications
1 512 (17.31%) Degree
2 201 (6.80%) Security Cleared
3 142 (4.80%) PhD
4 97 (3.28%) DV Cleared
5 77 (2.60%) SC Cleared
6 25 (0.85%) CISSP
7 16 (0.54%) ISEB
8 14 (0.47%) GIAC
8 14 (0.47%) Microsoft Certification
9 13 (0.44%) CCNA
9 13 (0.44%) Cisco Certification
10 12 (0.41%) ISTQB
11 10 (0.34%) MCSE
11 10 (0.34%) SANS
12 9 (0.30%) Linux+ Certification
12 9 (0.30%) Network+ Certification
12 9 (0.30%) PMI Certification
12 9 (0.30%) SSCP
13 8 (0.27%) BPSS Clearance
14 7 (0.24%) PMP
Quality Assurance & Compliance
1 135 (4.57%) QA
2 95 (3.21%) Data Quality
3 21 (0.71%) ISO/IEC 27001
4 18 (0.61%) SLA
5 13 (0.44%) Sarbanes-Oxley
6 7 (0.24%) IFRS
6 7 (0.24%) IFRS 9
7 4 (0.14%) GCP
7 4 (0.14%) ISO 9001
7 4 (0.14%) MiFID
8 3 (0.10%) GPG13
8 3 (0.10%) PCI DSS
8 3 (0.10%) PMO
9 2 (0.068%) Actionable Recommendations
9 2 (0.068%) Cyber Essentials
9 2 (0.068%) IAS 39
10 1 (0.034%) Basel III
10 1 (0.034%) Dodd-Frank
10 1 (0.034%) ISO22301
System Software
1 218 (7.37%) Docker
2 206 (6.97%) HDFS
3 117 (3.96%) VMware Infrastructure
4 111 (3.75%) Apache Flume
5 90 (3.04%) Hyper-V
6 47 (1.59%) KVM
6 47 (1.59%) Oracle RAC
7 41 (1.39%) NFS
7 41 (1.39%) SRDF
7 41 (1.39%) Xen
8 35 (1.18%) Apache ZooKeeper
9 30 (1.01%) Virtual Machines
10 22 (0.74%) Active Directory
11 15 (0.51%) VirtualBox
12 9 (0.30%) vSphere
13 5 (0.17%) Snort
14 4 (0.14%) Varnish
15 2 (0.068%) etcd
16 1 (0.034%) Firmware
16 1 (0.034%) vCloud
Systems Management
1 301 (10.18%) Puppet
2 265 (8.96%) Ansible
2 265 (8.96%) Opscode Chef
3 121 (4.09%) Oozie
4 109 (3.69%) Kibana
5 99 (3.35%) Salt
6 89 (3.01%) logstash
7 60 (2.03%) Kubernetes
8 54 (1.83%) Hadoop YARN
9 37 (1.25%) Nagios
10 32 (1.08%) Mesos
11 26 (0.88%) Riemann
12 21 (0.71%) Ambari
13 20 (0.68%) Grafana
13 20 (0.68%) Opsview
14 17 (0.57%) ZABBIX
15 14 (0.47%) Graphite
16 11 (0.37%) Terraform
17 8 (0.27%) QRadar
18 6 (0.20%) Oracle ZFS
Vendors
1 513 (17.35%) Oracle
2 242 (8.18%) Tableau
3 227 (7.68%) Microsoft
4 141 (4.77%) Cloudera
5 133 (4.50%) Google
6 124 (4.19%) VMware
7 120 (4.06%) Hortonworks
8 89 (3.01%) Teradata
9 87 (2.94%) IBM
10 83 (2.81%) SAP
10 83 (2.81%) Sybase
11 79 (2.67%) Splunk
11 79 (2.67%) Talend
12 77 (2.60%) Informatica
13 74 (2.50%) Red Hat
14 72 (2.43%) TIBCO
15 62 (2.10%) Cognos
16 53 (1.79%) Cisco
17 46 (1.56%) EMC
17 46 (1.56%) Intel
London
Salt
Salary: £50000.00 - £55000.00 per annum
Posted: 18 hours ago
London
Nicoll Curtin
Salary: £75000 - £120000.00 per annum + Bonus & Package
Posted: 21 hours ago
City, London
Experis Ltd
Posted: 16 hours ago
West London
Bentley Whitaker
Salary: From £45,000 to £65,000 per annum + bonus , shares,Pension,health
Posted: 13 hours ago
London
TEKsystems
Salary: £80000 - £90000 per annum + bonus and benefits
Posted: 12 hours ago
London
Premier IT
Salary: £60000 - £100000 per annum
Posted: 12 hours ago
Hampshire
Austin Fraser
Salary: £60000.00 - £75000.00 per annum + Benefits
Posted: 21 hours ago
City, London
TEKsystems
Salary: £40000 - £70000 per annum + benefits + bonus
Posted: 12 hours ago
London
Engage PSG
Salary: £55000 - £65000 per annum + 10% bonus
Posted: Yesterday
London
Seven Recruitment
Salary: From £65,000 to £75,000 per annum
Posted: 19 hours ago
London
ClearCube Consulting
Salary: From £40,000 to £65,000 per annum
Posted: Yesterday
Central London / West End
ClearCube Consulting
Salary: From £50,000 to £70,000 per annum + Benefits
Posted: Yesterday
London
Hiring People
Salary: Competitive salary STE
Posted: 16 hours ago
Hemel Hempstead, Hertfordshire
Churchill Frank
Salary: £75000 - £90000 per annum
Posted: Yesterday
City, London
Harrington Starr
Salary: £80000 - £110000 per annum + Bonus
Posted: Yesterday
Cambridge, Cambridgeshire
Empiric.com
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: 2 days ago
London
Oliver Bernard
Salary: £55000 - £60000 per annum + bonus, pension, shares
Posted: Yesterday
City, London
Venturi
Salary: £65000 - £71500 per annum + benefits
Posted: 15 hours ago
Leeds, West Yorkshire
Engage PSG
Salary: £65000 - £75000 per annum + pension, healthcare
Posted: Yesterday
London
Opus Recruitment Solutions Ltd
Salary: £60000 - £100000 per annum, Benefits Benefits & Bonus included
Posted: 3 days ago
City, London
Miller Maxwell Ltd
Salary: From £55,000 to £65,000 per annum + Bonus + 28 Days Holiday + Pension
Posted: 2 days ago
Derby, Derbyshire
Rullion
Posted: 14 hours ago
London
Churchill Frank
Salary: £30000 - £40000 per annum
Posted: 2 days ago
Lancashire
Verticality Ltd
Salary: to £60k DOE + Benefits
Posted: Yesterday
Chester, Cheshire
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: 2 days ago
Cheltenham, Gloucestershire
Searchability
Salary: £55000 - £75000 per annum + Benefits
Posted: 2 days ago
Birmingham, West Midlands (County)
Venturi
Salary: £50000 - £60000 per annum + company benefits
Posted: 20 hours ago
London
We Are Aspire Ltd
Salary: £45000 - £55000 per annum
Posted: 2 days ago
Norwich, Norfolk
Oxbridge Answers
Salary: 60000 + Bonus, Pension, Shares
Posted: 2 days ago
Thatcham, Berkshire
Raytheon Systems Ltd
Salary: Perm or contract - competitive salary + benefits OR day rate contract
Posted: Yesterday