The table below looks at the statistics for Hadoop skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 212 233 280
Rank change year-on-year
+21 +47
Permanent jobs citing Hadoop 1451 1422 1207
As % of all permanent IT jobs located in England 1.58% 1.38% 1.11%
As % of the Database & Business Intelligence category 5.33% 4.34% 3.45%
Number of salaries quoted 1161 1188 1073
Median salary £62,500 £65,000 £65,000
Median salary % change year-on-year
-3.84% -
90% offered a salary of more than £42,500 £42,900 £42,500
10% offered a salary of more than £95,000 £90,000 £88,400
UK excluding London median salary £52,750 £50,000 £50,000
% change year-on-year
+5.50% -
Hadoop
UK

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the England region.

Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
27228 32790 35000
As % of all permanent IT jobs located in England 29.68% 31.91% 32.14%
Number of salaries quoted 23504 27887 30156
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Hadoop
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Hadoop as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Hadoop Jobs Demand Trend in England

Hadoop
Salary Trend in England

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

Hadoop Salary Trend in England

Hadoop
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Hadoop across the England region over the 3 months to 27 July 2016.

Hadoop Salary Histogram 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 27 July 2016. 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
(Click see detailed
statistics and trends)
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 -15 854 £70,000 +3.70% 117
South East +86 223 £55,000 +10.00% 19
South West +111 152 £50,000 +5.26% 17
Yorkshire +10 55 £50,000 +5.26% 7
East of England +58 52 £52,750 -24.64% 6
West Midlands +25 52 £60,000 +14.28% 1
North West -10 28 £48,750 +1.56% 22
East Midlands +7 15 £62,500 -10.71%
North East +9 7 £65,000 +111.71% 3
Hadoop
UK

Hadoop
Top 30 Related IT Skills in England

For the 6 months to 27 July 2016, 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 2275 (68.94%) Big Data
2 1845 (55.91%) Java
3 1298 (39.33%) Apache Spark
4 1216 (36.85%) SQL
5 1214 (36.79%) Python
6 1200 (36.36%) Analytics
7 1199 (36.33%) Agile Software Development
8 920 (27.88%) NoSQL
9 827 (25.06%) Apache Hive
10 773 (23.42%) MongoDB
11 738 (22.36%) Business Intelligence
11 738 (22.36%) Scala
12 732 (22.18%) Linux
13 675 (20.45%) Apache Cassandra
14 672 (20.36%) Degree
15 645 (19.55%) Software Engineering
16 624 (18.91%) Analytical Skills
17 619 (18.76%) Finance
18 590 (17.88%) Amazon AWS
19 562 (17.03%) Data Analytics
20 543 (16.45%) Oracle
21 536 (16.24%) MapReduce
22 523 (15.85%) ETL
23 517 (15.67%) R
24 514 (15.58%) SQL Server
25 497 (15.06%) TDD
26 484 (14.67%) Machine Learning
26 484 (14.67%) Apache Pig
27 471 (14.27%) Data Warehouse
28 447 (13.55%) MySQL

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 1298 (39.33%) Apache Spark
2 484 (14.67%) Apache Pig
3 357 (10.82%) SAS
4 337 (10.21%) Elasticsearch
5 304 (9.21%) Apache
6 137 (4.15%) Apache Solr
7 125 (3.79%) JBoss
8 76 (2.30%) nginx
9 65 (1.97%) Tomcat
10 64 (1.94%) OpenStack
11 45 (1.36%) WildFly
12 41 (1.24%) GlassFish
13 36 (1.09%) WebLogic
14 32 (0.97%) WebSphere
15 31 (0.94%) Confluence
16 26 (0.79%) SharePoint
17 24 (0.73%) Mule
18 21 (0.64%) IIS
18 21 (0.64%) Jetty
18 21 (0.64%) WebSphere Application Server
Applications
1 128 (3.88%) MS Excel
2 82 (2.48%) SPSS
3 32 (0.97%) MS PowerPoint
4 19 (0.58%) MS Office
5 11 (0.33%) MS Visio
6 9 (0.27%) Spreadsheet
7 6 (0.18%) Gephi
7 6 (0.18%) Maple
8 4 (0.12%) GNU Octave
9 3 (0.091%) MS Project
9 3 (0.091%) Weka
10 2 (0.061%) Mathematica
10 2 (0.061%) S-PLUS
11 1 (0.030%) Mathcad
11 1 (0.030%) Stata
Business Applications
1 42 (1.27%) SAP Oil and Gas
2 10 (0.30%) Unica
3 9 (0.27%) Adobe Campaign
4 7 (0.21%) Oracle BPM
5 6 (0.18%) BusinessWorks
5 6 (0.18%) FastStats PeopleStage
5 6 (0.18%) SAP HR
6 5 (0.15%) Cognos Business Intelligence
7 4 (0.12%) Dynamics CRM
7 4 (0.12%) Odoo
8 3 (0.091%) Dynamics NAV
8 3 (0.091%) Eloqua
8 3 (0.091%) FastStats
8 3 (0.091%) RMDS
9 2 (0.061%) Bloomberg TOMS
10 1 (0.030%) Dynamics AX
10 1 (0.030%) Oracle Applications
10 1 (0.030%) Oracle Receivables
10 1 (0.030%) WebTrends
Cloud Services
1 590 (17.88%) Amazon AWS
2 260 (7.88%) Microsoft Azure
3 96 (2.91%) GitHub
4 80 (2.42%) Google Cloud Platform
5 77 (2.33%) Amazon S3
6 74 (2.24%) Amazon EC2
7 71 (2.15%) SaaS
8 62 (1.88%) Amazon EMR
8 62 (1.88%) Cloud Computing
9 43 (1.30%) PaaS
10 35 (1.06%) IaaS
11 21 (0.64%) AWS CloudFormation
12 19 (0.58%) Amazon Kinesis
13 13 (0.39%) Google Analytics
14 11 (0.33%) AWS OpsWorks
15 10 (0.30%) Amazon ELB
16 9 (0.27%) AWS Lambda
16 9 (0.27%) Virtual Private Cloud
17 8 (0.24%) Sumo Logic
18 6 (0.18%) AdWords
Communications & Networking
1 89 (2.70%) Internet
2 84 (2.55%) Firewall
3 71 (2.15%) TCP/IP
4 51 (1.55%) DNS
5 50 (1.52%) HTTP
6 36 (1.09%) Kerberos
7 29 (0.88%) SSL
8 28 (0.85%) SAN
9 27 (0.82%) LDAP
10 25 (0.76%) VPN
11 19 (0.58%) LAN
11 19 (0.58%) WAN
12 17 (0.52%) Network Security
13 12 (0.36%) NAS
14 11 (0.33%) SNMP
14 11 (0.33%) Wi-Fi
15 10 (0.30%) IPv4
16 8 (0.24%) 3G
16 8 (0.24%) HSPA
16 8 (0.24%) LTE
Database & Business Intelligence
1 2275 (68.94%) Big Data
2 920 (27.88%) NoSQL
3 827 (25.06%) Apache Hive
4 773 (23.42%) MongoDB
5 675 (20.45%) Apache Cassandra
6 514 (15.58%) SQL Server
7 471 (14.27%) Data Warehouse
8 447 (13.55%) MySQL
9 401 (12.15%) HBase
10 364 (11.03%) PostgreSQL
11 354 (10.73%) Relational Database
12 259 (7.85%) Data Mining
13 190 (5.76%) SQL Server Integration Services
14 186 (5.64%) SQL Server Reporting Services
15 183 (5.55%) QlikView
16 182 (5.52%) Impala
17 155 (4.70%) Neo4j
18 147 (4.45%) RDBMS
19 127 (3.85%) Redis
20 116 (3.52%) BusinessObjects
Development Applications
1 364 (11.03%) Git (software)
2 331 (10.03%) Jenkins
3 143 (4.33%) JUnit
4 126 (3.82%) JIRA
5 104 (3.15%) Maven
6 91 (2.76%) Subversion
7 81 (2.45%) Vagrant
8 64 (1.94%) Talend Open Studio
9 59 (1.79%) Cucumber
10 49 (1.48%) Hudson
11 43 (1.30%) JBehave
12 41 (1.24%) Selenium
13 37 (1.12%) TeamCity
14 36 (1.09%) Atlassian Bamboo
15 34 (1.03%) Eclipse
16 31 (0.94%) RSpec
17 30 (0.91%) Visual Studio
18 27 (0.82%) jMock
18 27 (0.82%) Sonatype Nexus
19 25 (0.76%) Yeoman
General
1 619 (18.76%) Finance
2 228 (6.91%) Marketing
3 179 (5.42%) Banking
4 176 (5.33%) Retail
5 123 (3.73%) Games
6 120 (3.64%) Telecoms
7 96 (2.91%) Advertising
7 96 (2.91%) Manufacturing
8 50 (1.52%) Investment Banking
9 46 (1.39%) Legal
10 41 (1.24%) Law
11 35 (1.06%) Electronics
12 16 (0.48%) Pharmaceutical
13 15 (0.45%) Front Office
14 12 (0.36%) Publishing
15 9 (0.27%) Retail Banking
16 8 (0.24%) French Language
17 6 (0.18%) Back Office
17 6 (0.18%) German Language
17 6 (0.18%) Spanish Language
Job Titles
1 1181 (35.79%) Developer
2 603 (18.27%) Java Developer
3 468 (14.18%) Architect
4 333 (10.09%) Data Architect
5 324 (9.82%) Data Scientist
6 299 (9.06%) Big Data Developer
7 272 (8.24%) Senior Developer
8 259 (7.85%) Hadoop Developer
9 254 (7.70%) Data Engineer
10 231 (7.00%) Big Data Architect
11 226 (6.85%) Big Data Engineer
12 220 (6.67%) Consultant
13 202 (6.12%) Software Engineer
14 184 (5.58%) Java Engineer
15 161 (4.88%) Java Hadoop Developer
16 159 (4.82%) Senior Java Developer
17 156 (4.73%) Hadoop Engineer
18 153 (4.64%) Analyst
19 133 (4.03%) Data Consultant
20 121 (3.67%) Scala Developer
Libraries, Frameworks & Software Standards
1 336 (10.18%) Kafka
2 305 (9.24%) Spring
3 253 (7.67%) HTML
4 244 (7.39%) Web Services
5 214 (6.48%) AngularJS
6 206 (6.24%) .NET
7 197 (5.97%) Hibernate
8 167 (5.06%) Node.js
9 157 (4.76%) REST
10 149 (4.52%) CSS
11 143 (4.33%) XML
12 131 (3.97%) HTML5
13 117 (3.55%) RESTful
14 107 (3.24%) Lucene
15 106 (3.21%) JSON
16 101 (3.06%) Java EE
17 86 (2.61%) Akka
18 82 (2.48%) LAMP
19 81 (2.45%) D3.js
19 81 (2.45%) jQuery
Miscellaneous
1 624 (18.91%) Analytical Skills
2 432 (13.09%) Computer Science
3 388 (11.76%) Visualisation
4 271 (8.21%) Algorithms
5 251 (7.61%) Mathematics
6 180 (5.45%) Statistics
7 117 (3.55%) Management Information System
8 106 (3.21%) Data Structures
9 104 (3.15%) Fintech
10 98 (2.97%) Data Integration
11 91 (2.76%) User Experience
12 83 (2.52%) Physics
13 80 (2.42%) Artificial Intelligence
14 77 (2.33%) Cyberthreat
15 75 (2.27%) Data Centre
16 59 (1.79%) Mobile App
17 52 (1.58%) Cybercrime
18 50 (1.52%) Security Operations Centre
19 39 (1.18%) Replication
20 38 (1.15%) Neural Network
Operating Systems
1 732 (22.18%) Linux
2 221 (6.70%) Unix
3 199 (6.03%) Windows
4 103 (3.12%) Android
4 103 (3.12%) Apple iOS
5 67 (2.03%) CentOS
6 43 (1.30%) Red Hat Enterprise Linux
7 35 (1.06%) Windows Server
8 34 (1.03%) Ubuntu
9 31 (0.94%) Mac OS X
10 23 (0.70%) Debian
11 15 (0.45%) Mac OS
12 8 (0.24%) CoreOS
12 8 (0.24%) Solaris
12 8 (0.24%) Windows Server 2008
13 6 (0.18%) Mesosphere
13 6 (0.18%) Windows Mobile
14 3 (0.091%) Windows 10
14 3 (0.091%) Windows 7
14 3 (0.091%) Windows Server 2003
Processes & Methodologies
1 1200 (36.36%) Analytics
2 1199 (36.33%) Agile Software Development
3 738 (22.36%) Business Intelligence
4 645 (19.55%) Software Engineering
5 562 (17.03%) Data Analytics
6 536 (16.24%) MapReduce
7 523 (15.85%) ETL
8 497 (15.06%) TDD
9 484 (14.67%) Machine Learning
10 442 (13.39%) Open Source
11 440 (13.33%) Scrum
12 340 (10.30%) DevOps
13 337 (10.21%) Continuous Integration
14 272 (8.24%) Data Visualisation
15 248 (7.52%) Data Analysis
16 232 (7.03%) Data Management
17 226 (6.85%) Data Modelling
18 214 (6.48%) E-Commerce
19 211 (6.39%) SOA
20 203 (6.15%) Performance Tuning
Programming Languages
1 1845 (55.91%) Java
2 1216 (36.85%) SQL
3 1214 (36.79%) Python
4 738 (22.36%) Scala
5 517 (15.67%) R
6 432 (13.09%) JavaScript
7 371 (11.24%) C#
8 344 (10.42%) C++
9 248 (7.52%) Ruby
10 193 (5.85%) PHP
11 186 (5.64%) Bash Shell
12 182 (5.52%) MATLAB
13 179 (5.42%) C
14 172 (5.21%) Perl
15 162 (4.91%) Shell Script
16 157 (4.76%) T-SQL
17 117 (3.55%) Clojure
18 67 (2.03%) VBA
19 62 (1.88%) PowerShell
20 51 (1.55%) PL/SQL
Qualifications
1 672 (20.36%) Degree
2 232 (7.03%) Security Cleared
3 219 (6.64%) PhD
4 110 (3.33%) SC Cleared
5 102 (3.09%) DV Cleared
6 28 (0.85%) Microsoft Certification
7 24 (0.73%) Cisco Certification
8 23 (0.70%) CISSP
9 22 (0.67%) MCSE
10 13 (0.39%) CCIE
11 12 (0.36%) GIAC
12 11 (0.33%) CCNA
12 11 (0.33%) CISM
12 11 (0.33%) Linux+ Certification
12 11 (0.33%) Network+ Certification
12 11 (0.33%) SANS
12 11 (0.33%) SSCP
13 8 (0.24%) CRISC
14 7 (0.21%) CCSP
14 7 (0.21%) IBM Certification
Quality Assurance & Compliance
1 116 (3.52%) Data Quality
2 42 (1.27%) QA
3 16 (0.48%) SLA
4 7 (0.21%) ISAE 3402
4 7 (0.21%) ISO/IEC 27001
4 7 (0.21%) SSAE 16
5 3 (0.091%) SDET
6 2 (0.061%) COBIT
7 1 (0.030%) Actionable Recommendations
System Software
1 341 (10.33%) HDFS
2 242 (7.33%) Docker
3 193 (5.85%) Apache Flume
4 86 (2.61%) Apache ZooKeeper
5 70 (2.12%) Virtual Machines
5 70 (2.12%) VirtualBox
6 58 (1.76%) VMware Infrastructure
7 26 (0.79%) KVM
8 25 (0.76%) Active Directory
9 22 (0.67%) Xen
10 15 (0.45%) NFS
11 14 (0.42%) iptables
12 13 (0.39%) Hyper-V
13 12 (0.36%) vSphere
14 9 (0.27%) Veritas Cluster Server
15 8 (0.24%) Firmware
16 7 (0.21%) Btrfs
17 6 (0.18%) Snort
18 4 (0.12%) Oracle RAC
18 4 (0.12%) SRDF
Systems Management
1 280 (8.48%) Puppet
2 193 (5.85%) Opscode Chef
3 159 (4.82%) Ansible
4 131 (3.97%) Hadoop YARN
5 125 (3.79%) Oozie
6 70 (2.12%) Mesos
7 47 (1.42%) Kibana
8 46 (1.39%) Kubernetes
9 45 (1.36%) Ambari
10 44 (1.33%) logstash
11 41 (1.24%) Salt
12 38 (1.15%) Nagios
13 34 (1.03%) ZABBIX
14 19 (0.58%) CA Single Sign-On
14 19 (0.58%) yum
15 18 (0.55%) HAProxy
16 15 (0.45%) SELinux
17 13 (0.39%) Graphite
17 13 (0.39%) Packer
18 12 (0.36%) ArcSight ESM
Vendors
1 543 (16.45%) Oracle
2 328 (9.94%) Cloudera
3 311 (9.42%) Tableau
4 257 (7.79%) Hortonworks
5 226 (6.85%) Microsoft
6 137 (4.15%) SAP
7 132 (4.00%) IBM
7 132 (4.00%) Teradata
8 129 (3.91%) Google
9 125 (3.79%) Informatica
10 105 (3.18%) Netezza
11 83 (2.52%) MapR
12 75 (2.27%) Facebook
13 69 (2.09%) VMware
14 65 (1.97%) Red Hat
15 64 (1.94%) Talend
16 60 (1.82%) Splunk
17 58 (1.76%) Twitter
18 57 (1.73%) HP
19 56 (1.70%) Cognos
London
TEKsystems
Salary: £450 - £500 per annum
Posted: 1 hour ago
London
McGregor Boyall
Salary: £55000 - £65000 per annum + Benefits
Posted: 3 hours ago
Gloucestershire
Executive Recruitment Services (ERS)
Posted: 4 hours ago
Bournemouth, Dorset
Circle Recruitment
Salary: bonus+bens
Posted: 3 hours ago
Croydon, Surrey
Circle Recruitment
Salary: benefits + Bonus
Posted: 3 hours ago
Manchester, Lancashire
Oscar
Salary: £40000 - £60000 per annum
Posted: 3 hours ago
Chester, Cheshire
Oscar
Salary: £40000 - £60000 per annum
Posted: 3 hours ago
City, London
Oscar
Salary: £40000 - £60000 per annum
Posted: 3 hours ago
Leatherhead, Surrey
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: Yesterday
Reading, Berkshire
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: Yesterday
London
Lawrence Harvey Enterprise
Salary: £80000 - £100000 per annum + bonus + extensive corp bens
Posted: 6 hours ago
Salford, Lancashire
Integrity IT Solutions
Salary: Up to £50K
Posted: 6 hours ago
London
Client Server
Salary: £95k to £140k + equity + benefits
Posted: 4 hours ago
Leatherhead, Surrey
ANSON MCCADE
Salary: £58 000 - £75 000 (+ top tier package and benefits!!!)
Posted: Yesterday
Reading, Berkshire
ANSON MCCADE
Salary: £58 000 - £75 000 (+ top tier package and benefits!!!)
Posted: Yesterday
Manchester, Lancashire
Hotfoot Recruitment
Salary: Up to £60,000 per annum
Posted: 8 hours ago
Central London / West End
Client Server
Salary: £85k to £100k + benefits
Posted: Yesterday
London
McGregor Boyall
Salary: £60000 - £85000 per annum + depending on experience
Posted: 10 hours ago
Somerset
ISL
Salary: £40000.00 - £46000.00 per annum
Posted: Yesterday
City, London
Experis Ltd
Salary: £40000 - £65000 per annum + Benefits
Posted: Yesterday
London
Harvey Nash plc
Salary: £65000 - £75000 per annum
Posted: Yesterday
City, London
Client Server
Salary: £60k to £65k + bonus + benefits
Posted: Yesterday
Berkshire
Executive Recruitment Services (ERS)
Posted: Yesterday
West London
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: 2 days ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £50000 - £65000 per annum, + Shares
Posted: 2 days ago
London
People Source Consulting
Salary: £35000 - £45000 per annum + Bonus and benefits package
Posted: Yesterday
City, London
Harrington Starr
Salary: £55000 - £85000 per annum
Posted: Yesterday
London
People Source Consulting
Salary: £60000 - £70000 per annum + Bonus and benefits package
Posted: Yesterday
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £45000 - £55000 per annum + Benefits
Posted: 10 hours ago
Bracknell, Berkshire
Big Wednesday Digital Ltd
Salary: £50000 - £100000 per annum + negotiable
Posted: Yesterday