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 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 199 235 263
Rank change year-on-year
+36 +28
Permanent jobs citing Hadoop 1541 1416 1309
As % of all permanent IT jobs located in England 1.69% 1.37% 1.16%
As % of the Database & Business Intelligence category 5.65% 4.20% 3.60%
Number of salaries quoted 1218 1212 1171
Median salary £62,500 £65,000 £62,500
Median salary % change year-on-year
-3.84% +4.00%
90% offered a salary of more than £40,000 £45,000 £42,500
10% offered a salary of more than £95,000 £92,500 £87,500
UK excluding London median salary £54,000 £50,000 £50,000
% change year-on-year
+8.00% -
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
27285 33731 36311
As % of all permanent IT jobs located in England 29.89% 32.64% 32.28%
Number of salaries quoted 23609 28719 31425
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 £30,500
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 1 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 1 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 -9 911 £70,000 +3.70% 141
South East +107 229 £57,500 +15.00% 24
South West +104 136 £50,000 +2.56% 19
Yorkshire +23 67 £50,000 +8.10% 13
West Midlands +49 66 £60,000 +17.07% 2
East of England +67 51 £60,000 -4.00% 8
North West +13 41 £47,500 -5.00% 7
East Midlands +11 21 £40,000 -27.27% 1
North East - 5 £77,500 -
Hadoop
UK

Hadoop
Top 30 Related IT Skills in England

For the 6 months to 1 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 2335 (69.39%) Big Data
2 1857 (55.19%) Java
3 1346 (40.00%) Apache Spark
4 1248 (37.09%) SQL
5 1239 (36.82%) Analytics
6 1237 (36.76%) Python
7 1170 (34.77%) Agile Software Development
8 934 (27.76%) NoSQL
9 842 (25.02%) Apache Hive
10 786 (23.36%) MongoDB
11 779 (23.15%) Business Intelligence
12 750 (22.29%) Linux
13 743 (22.08%) Scala
14 697 (20.71%) Degree
15 664 (19.73%) Software Engineering
16 655 (19.47%) Apache Cassandra
17 640 (19.02%) Analytical Skills
18 616 (18.31%) Finance
19 580 (17.24%) Data Analytics
20 572 (17.00%) Amazon AWS
21 561 (16.67%) R
22 555 (16.49%) Oracle
23 535 (15.90%) MapReduce
24 530 (15.75%) ETL
25 520 (15.45%) SQL Server
26 502 (14.92%) TDD
27 486 (14.44%) Machine Learning
28 485 (14.41%) Apache Pig
29 470 (13.97%) Open Source
30 465 (13.82%) Data Warehouse

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 1346 (40.00%) Apache Spark
2 485 (14.41%) Apache Pig
3 344 (10.22%) SAS
4 338 (10.04%) Elasticsearch
5 293 (8.71%) Apache
6 132 (3.92%) Apache Solr
6 132 (3.92%) JBoss
7 70 (2.08%) Tomcat
8 68 (2.02%) nginx
8 68 (2.02%) OpenStack
9 46 (1.37%) WildFly
10 42 (1.25%) GlassFish
11 38 (1.13%) WebLogic
12 33 (0.98%) Confluence
13 32 (0.95%) WebSphere
14 27 (0.80%) Mule
15 23 (0.68%) WebSphere Application Server
16 22 (0.65%) SharePoint
17 19 (0.56%) IIS
18 18 (0.53%) Jetty
Applications
1 139 (4.13%) MS Excel
2 72 (2.14%) SPSS
3 32 (0.95%) MS PowerPoint
4 17 (0.51%) MS Office
5 12 (0.36%) MS Visio
6 9 (0.27%) Spreadsheet
7 6 (0.18%) Maple
7 6 (0.18%) S-PLUS
7 6 (0.18%) Weka
8 4 (0.12%) Gephi
8 4 (0.12%) Mathematica
9 3 (0.089%) MS Project
10 1 (0.030%) GNU Octave
10 1 (0.030%) Mathcad
10 1 (0.030%) Stata
Business Applications
1 39 (1.16%) SAP Oil and Gas
2 10 (0.30%) Unica
3 9 (0.27%) Adobe Campaign
4 6 (0.18%) FastStats PeopleStage
5 5 (0.15%) Odoo
6 4 (0.12%) Dynamics CRM
7 3 (0.089%) Dynamics NAV
7 3 (0.089%) Eloqua
7 3 (0.089%) FastStats
7 3 (0.089%) RMDS
8 2 (0.059%) Cognos Business Intelligence
8 2 (0.059%) Oracle Applications
8 2 (0.059%) Payment Gateway
9 1 (0.030%) Dynamics AX
9 1 (0.030%) Oracle BPM
9 1 (0.030%) Oracle Receivables
9 1 (0.030%) SAP hybris
9 1 (0.030%) WebTrends
Cloud Services
1 572 (17.00%) Amazon AWS
2 266 (7.90%) Microsoft Azure
3 96 (2.85%) GitHub
4 82 (2.44%) SaaS
5 73 (2.17%) Cloud Computing
6 72 (2.14%) Amazon S3
6 72 (2.14%) Google Cloud Platform
7 68 (2.02%) Amazon EC2
8 59 (1.75%) Amazon EMR
9 49 (1.46%) PaaS
10 41 (1.22%) IaaS
11 19 (0.56%) Amazon Kinesis
11 19 (0.56%) AWS CloudFormation
12 15 (0.45%) Google Analytics
13 14 (0.42%) Heroku
14 10 (0.30%) AWS OpsWorks
15 9 (0.27%) AWS Elastic Beanstalk
16 8 (0.24%) Amazon ELB
16 8 (0.24%) AWS Lambda
16 8 (0.24%) Azure Machine Learning
Communications & Networking
1 87 (2.59%) Firewall
2 84 (2.50%) Internet
3 76 (2.26%) TCP/IP
4 50 (1.49%) DNS
5 40 (1.19%) HTTP
6 36 (1.07%) Kerberos
7 33 (0.98%) SAN
8 26 (0.77%) SSL
9 25 (0.74%) LDAP
10 24 (0.71%) VPN
11 19 (0.56%) LAN
11 19 (0.56%) WAN
12 18 (0.53%) Network Security
13 14 (0.42%) WebEx
14 13 (0.39%) NAS
14 13 (0.39%) Wi-Fi
15 10 (0.30%) IPv4
15 10 (0.30%) SNMP
16 8 (0.24%) 3G
16 8 (0.24%) HSPA
Database & Business Intelligence
1 2335 (69.39%) Big Data
2 934 (27.76%) NoSQL
3 842 (25.02%) Apache Hive
4 786 (23.36%) MongoDB
5 655 (19.47%) Apache Cassandra
6 520 (15.45%) SQL Server
7 465 (13.82%) Data Warehouse
8 461 (13.70%) MySQL
9 389 (11.56%) HBase
10 355 (10.55%) PostgreSQL
11 350 (10.40%) Relational Database
12 271 (8.05%) Data Mining
13 203 (6.03%) SQL Server Integration Services
14 197 (5.85%) Impala
15 190 (5.65%) QlikView
16 189 (5.62%) SQL Server Reporting Services
17 150 (4.46%) Neo4j
18 135 (4.01%) RDBMS
19 126 (3.74%) Redis
19 126 (3.74%) SQL Server Analysis Services
Development Applications
1 352 (10.46%) Git (software)
2 332 (9.87%) Jenkins
3 143 (4.25%) JUnit
4 127 (3.77%) JIRA
5 108 (3.21%) Maven
6 93 (2.76%) Subversion
7 85 (2.53%) Vagrant
8 67 (1.99%) Talend Open Studio
9 59 (1.75%) Cucumber
10 54 (1.60%) Hudson
11 45 (1.34%) TeamCity
12 44 (1.31%) Selenium
13 42 (1.25%) JBehave
14 35 (1.04%) Atlassian Bamboo
15 34 (1.01%) Eclipse
16 32 (0.95%) RSpec
17 30 (0.89%) jMock
17 30 (0.89%) Visual Studio
18 25 (0.74%) Yeoman
19 24 (0.71%) Sonatype Nexus
General
1 616 (18.31%) Finance
2 251 (7.46%) Marketing
3 200 (5.94%) Retail
4 176 (5.23%) Banking
5 128 (3.80%) Games
6 123 (3.66%) Telecoms
7 110 (3.27%) Manufacturing
8 94 (2.79%) Advertising
9 45 (1.34%) Law
10 43 (1.28%) Legal
11 35 (1.04%) Electronics
12 33 (0.98%) Investment Banking
13 24 (0.71%) Pharmaceutical
14 16 (0.48%) Retail Banking
15 13 (0.39%) Front Office
16 11 (0.33%) Automotive
17 9 (0.27%) Publishing
18 6 (0.18%) Aerospace
18 6 (0.18%) Financial Institution
19 5 (0.15%) French Language
Job Titles
1 1193 (35.45%) Developer
2 589 (17.50%) Java Developer
3 471 (14.00%) Architect
4 343 (10.19%) Data Scientist
5 331 (9.84%) Data Architect
6 323 (9.60%) Big Data Developer
7 271 (8.05%) Hadoop Developer
8 249 (7.40%) Data Engineer
9 242 (7.19%) Senior Developer
10 231 (6.86%) Consultant
11 225 (6.69%) Big Data Architect
12 217 (6.45%) Big Data Engineer
13 200 (5.94%) Software Engineer
14 196 (5.82%) Java Engineer
15 165 (4.90%) Hadoop Engineer
16 161 (4.78%) Java Hadoop Developer
17 151 (4.49%) Analyst
18 134 (3.98%) Data Consultant
19 133 (3.95%) Senior Java Developer
20 114 (3.39%) Scala Developer
Libraries, Frameworks & Software Standards
1 343 (10.19%) Kafka
2 305 (9.06%) Spring
3 252 (7.49%) Web Services
4 247 (7.34%) HTML
5 201 (5.97%) .NET
6 197 (5.85%) AngularJS
7 195 (5.79%) Hibernate
8 154 (4.58%) REST
9 151 (4.49%) Node.js
9 151 (4.49%) XML
10 134 (3.98%) CSS
11 132 (3.92%) HTML5
11 132 (3.92%) RESTful
12 111 (3.30%) JSON
13 105 (3.12%) Java EE
14 94 (2.79%) Lucene
15 86 (2.56%) jQuery
16 80 (2.38%) J2EE
17 78 (2.32%) D3.js
18 74 (2.20%) Akka
Miscellaneous
1 640 (19.02%) Analytical Skills
2 448 (13.31%) Computer Science
3 398 (11.83%) Visualisation
4 295 (8.77%) Algorithms
5 276 (8.20%) Mathematics
6 191 (5.68%) Statistics
7 128 (3.80%) Management Information System
8 124 (3.68%) Fintech
9 113 (3.36%) Data Structures
10 103 (3.06%) User Experience
11 100 (2.97%) Data Integration
12 91 (2.70%) Physics
13 89 (2.64%) Artificial Intelligence
14 72 (2.14%) Cyberthreat
15 68 (2.02%) Data Centre
16 60 (1.78%) Mobile App
17 57 (1.69%) Cybercrime
18 50 (1.49%) Security Operations Centre
19 40 (1.19%) Internet of Things
20 38 (1.13%) Digital Media
Operating Systems
1 750 (22.29%) Linux
2 232 (6.89%) Unix
3 211 (6.27%) Windows
4 110 (3.27%) Apple iOS
5 105 (3.12%) Android
6 69 (2.05%) CentOS
7 48 (1.43%) Red Hat Enterprise Linux
8 45 (1.34%) Mac OS X
9 34 (1.01%) Ubuntu
10 31 (0.92%) Windows Server
11 23 (0.68%) Debian
12 18 (0.53%) Mac OS
13 8 (0.24%) Windows Server 2008
14 7 (0.21%) CoreOS
15 6 (0.18%) Mesosphere
15 6 (0.18%) Solaris
15 6 (0.18%) Windows Mobile
16 3 (0.089%) Tizen
16 3 (0.089%) Windows 10
16 3 (0.089%) Windows 8
Processes & Methodologies
1 1239 (36.82%) Analytics
2 1170 (34.77%) Agile Software Development
3 779 (23.15%) Business Intelligence
4 664 (19.73%) Software Engineering
5 580 (17.24%) Data Analytics
6 535 (15.90%) MapReduce
7 530 (15.75%) ETL
8 502 (14.92%) TDD
9 486 (14.44%) Machine Learning
10 470 (13.97%) Open Source
11 407 (12.10%) Scrum
12 355 (10.55%) Continuous Integration
13 341 (10.13%) DevOps
14 292 (8.68%) Data Visualisation
15 251 (7.46%) Data Analysis
16 243 (7.22%) Data Management
17 223 (6.63%) E-Commerce
18 210 (6.24%) Data Modelling
19 208 (6.18%) Multithreading
19 208 (6.18%) SOA
Programming Languages
1 1857 (55.19%) Java
2 1248 (37.09%) SQL
3 1237 (36.76%) Python
4 743 (22.08%) Scala
5 561 (16.67%) R
6 422 (12.54%) JavaScript
7 358 (10.64%) C#
8 350 (10.40%) C++
9 291 (8.65%) Ruby
10 195 (5.79%) C
11 186 (5.53%) MATLAB
12 184 (5.47%) PHP
13 176 (5.23%) Bash Shell
14 173 (5.14%) Perl
15 148 (4.40%) T-SQL
16 145 (4.31%) Shell Script
17 111 (3.30%) Clojure
18 67 (1.99%) PowerShell
19 59 (1.75%) VBA
20 44 (1.31%) PL/SQL
Qualifications
1 697 (20.71%) Degree
2 243 (7.22%) Security Cleared
3 213 (6.33%) PhD
4 126 (3.74%) SC Cleared
5 105 (3.12%) DV Cleared
6 26 (0.77%) Microsoft Certification
7 24 (0.71%) Cisco Certification
7 24 (0.71%) CISSP
8 20 (0.59%) MCSE
9 13 (0.39%) CCIE
10 12 (0.36%) CISM
10 12 (0.36%) GIAC
11 11 (0.33%) CCDE
11 11 (0.33%) CCNP
11 11 (0.33%) CCSP
11 11 (0.33%) Linux+ Certification
11 11 (0.33%) Network+ Certification
11 11 (0.33%) SANS
11 11 (0.33%) SSCP
11 11 (0.33%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 119 (3.54%) Data Quality
2 37 (1.10%) QA
3 13 (0.39%) SLA
4 9 (0.27%) ISO/IEC 27001
5 7 (0.21%) ISAE 3402
5 7 (0.21%) SSAE 16
6 3 (0.089%) COBIT
7 1 (0.030%) ISO 9001
7 1 (0.030%) PCI DSS
System Software
1 364 (10.82%) HDFS
2 236 (7.01%) Docker
3 187 (5.56%) Apache Flume
4 87 (2.59%) Apache ZooKeeper
5 70 (2.08%) Virtual Machines
6 69 (2.05%) VirtualBox
7 60 (1.78%) VMware Infrastructure
8 25 (0.74%) KVM
9 24 (0.71%) Active Directory
10 22 (0.65%) Xen
11 15 (0.45%) vSphere
12 12 (0.36%) iptables
12 12 (0.36%) NFS
13 11 (0.33%) Hyper-V
14 9 (0.27%) Veritas Cluster Server
15 7 (0.21%) Btrfs
16 6 (0.18%) Firmware
16 6 (0.18%) Snort
17 5 (0.15%) Oracle RAC
18 4 (0.12%) SRDF
Systems Management
1 264 (7.85%) Puppet
2 192 (5.71%) Opscode Chef
3 160 (4.75%) Ansible
4 134 (3.98%) Hadoop YARN
5 127 (3.77%) Oozie
6 84 (2.50%) Mesos
7 45 (1.34%) Salt
8 43 (1.28%) Kibana
9 42 (1.25%) Kubernetes
10 41 (1.22%) logstash
11 37 (1.10%) Ambari
12 33 (0.98%) Nagios
13 22 (0.65%) ZABBIX
14 19 (0.56%) CA Single Sign-On
15 18 (0.53%) yum
16 17 (0.51%) Graphite
16 17 (0.51%) HAProxy
17 13 (0.39%) Packer
17 13 (0.39%) SELinux
18 12 (0.36%) ArcSight ESM
Vendors
1 555 (16.49%) Oracle
2 330 (9.81%) Cloudera
3 299 (8.89%) Tableau
4 261 (7.76%) Hortonworks
5 237 (7.04%) Microsoft
6 130 (3.86%) Informatica
6 130 (3.86%) Teradata
7 129 (3.83%) IBM
8 123 (3.66%) SAP
9 122 (3.63%) Netezza
10 121 (3.60%) Google
11 82 (2.44%) MapR
12 77 (2.29%) Facebook
13 75 (2.23%) VMware
14 73 (2.17%) Red Hat
15 67 (1.99%) Talend
16 61 (1.81%) Splunk
16 61 (1.81%) Twitter
17 60 (1.78%) HP
18 53 (1.58%) MicroStrategy
London
Empiric.com
Salary: From £65,000 to £80,000 per annum + excellent benefits package
Posted: 1 hour ago
City, London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum
Posted: 6 hours ago
Manchester, Lancashire
Nigel Frank International Ltd
Salary: £60000 per annum + Pension, Holidays, + Other Benefits
Posted: 4 hours ago
Halifax, West Yorkshire
Lloyds Banking Group
Posted: 1 hour ago
West London
Client Server
Salary: £60k to £80k + bonus + benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45K-£58k plus brilliant package and unrivalled development
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £90000 - £100000 per annum
Posted: 20 hours ago
Reading, Berkshire
Executive Recruitment Services (ERS)
Posted: 23 hours ago
London
Burns Sheehan
Salary: £50000 - £60000 per annum
Posted: Yesterday
Gloucestershire
Executive Recruitment Services (ERS)
Posted: 23 hours ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £50000 - £65000 per annum, + Shares
Posted: Yesterday
Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum + benefits
Posted: Yesterday
London
Executive Recruitment Services (ERS)
Salary: £45000 - £75000 per annum
Posted: 23 hours ago
London
Rullion IT Plus
Salary: £70000 - £100000 per annum + bonus + attractive benefits
Posted: Yesterday
London
Hays Finance Technology
Salary: £80000.00 - £120000.00 per annum
Posted: 2 days ago
London
Rullion IT Plus
Salary: £70000 - £100000 per annum + bonus + attractive benefits
Posted: Yesterday
City, London
Morgan Mckinley
Salary: £55,000 per annum
Posted: 3 days ago
London
Rullion IT Plus
Salary: £70000 - £100000 per annum + bonus + attractive benefits
Posted: 23 hours ago
City, London
Informatiq Consulting
Salary: £23000 - £28000 per annum + Bens
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + Bens
Posted: 2 days ago
London
Austin Fraser
Salary: £45000.00 - £60000.00 per annum + Bens
Posted: 5 hours ago
London
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: 2 days ago
Berkshire
Executive Recruitment Services (ERS)
Posted: Yesterday
City, London
Executive Recruitment Services (ERS)
Posted: Yesterday
London
Adalta Recruitment Solutions
Salary: £350 - £500 per day
Posted: 2 days ago
London
Harvey Nash plc
Salary: £80000 - £90000 per annum
Posted: Yesterday
London
Oliver Bernard
Salary: £80000 - £90000 per annum + 20% bonus + pension + healthcare + ..
Posted: Yesterday
London
Exposed Solutions
Salary: £80000 - £1350000 per annum
Posted: 2 days ago
Gloucester, Gloucestershire
Executive Recruitment Services (ERS)
Salary: £25000 - £45000 per annum + Pension, Healthcare
Posted: Yesterday
London
Oliver Bernard
Salary: £50000 - £60000 per annum + excellent benefits package
Posted: Yesterday