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

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 211 218 303
Rank change year-on-year
+7 +85
Permanent jobs citing Hadoop 1426 1550 1052
As % of all permanent IT jobs located in England 1.58% 1.52% 0.97%
As % of the Database & Business Intelligence category 5.34% 4.87% 3.03%
Number of salaries quoted 1161 1243 928
Median salary £62,500 £65,000 £60,000
Median salary % change year-on-year
-3.84% +8.33%
90% offered a salary of more than £43,000 £44,000 £42,500
10% offered a salary of more than £95,000 £90,000 £85,000
UK excluding London median salary £50,000 £52,500 £50,000
% change year-on-year
-4.76% +5.00%
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
26713 31803 34750
As % of all permanent IT jobs located in England 29.58% 31.20% 31.90%
Number of salaries quoted 23093 27055 29553
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 £72,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 August 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 August 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 -6 898 £71,250 +5.55% 128
South East +55 205 £52,500 - 34
South West +83 154 £48,500 -11.81% 18
Yorkshire +20 56 £50,000 +5.26% 11
East of England +28 50 £52,500 -25.00% 6
North West -14 26 £50,000 - 17
West Midlands -25 13 £72,000 +44.00% 2
East Midlands +10 9 £50,000 -28.57% 1
North East +10 6 £48,230 -8.35%
Hadoop
UK

Hadoop
Top 30 Related IT Skills in England

For the 6 months to 27 August 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 2078 (66.39%) Big Data
2 1726 (55.14%) Java
3 1213 (38.75%) Apache Spark
4 1205 (38.50%) Agile Software Development
5 1155 (36.90%) Python
6 1131 (36.13%) Analytics
7 1127 (36.01%) SQL
8 899 (28.72%) NoSQL
9 771 (24.63%) Apache Hive
10 732 (23.39%) MongoDB
11 695 (22.20%) Business Intelligence
12 692 (22.11%) Scala
13 669 (21.37%) Linux
14 648 (20.70%) Apache Cassandra
15 621 (19.84%) Software Engineering
16 607 (19.39%) Degree
17 591 (18.88%) Finance
18 586 (18.72%) Amazon AWS
19 581 (18.56%) Analytical Skills
20 540 (17.25%) Data Analytics
21 504 (16.10%) SQL Server
22 502 (16.04%) MapReduce
23 488 (15.59%) Oracle
24 487 (15.56%) R
25 485 (15.50%) ETL
26 465 (14.86%) TDD
27 460 (14.70%) Apache Pig
28 457 (14.60%) Machine Learning
29 454 (14.50%) Scrum
30 447 (14.28%) 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 1213 (38.75%) Apache Spark
2 460 (14.70%) Apache Pig
3 338 (10.80%) SAS
4 334 (10.67%) Elasticsearch
5 286 (9.14%) Apache
6 138 (4.41%) Apache Solr
7 109 (3.48%) JBoss
8 76 (2.43%) nginx
9 66 (2.11%) Tomcat
10 56 (1.79%) OpenStack
11 40 (1.28%) WebLogic
12 37 (1.18%) WildFly
13 33 (1.05%) GlassFish
14 30 (0.96%) Confluence
15 29 (0.93%) WebSphere
16 28 (0.89%) Jetty
17 19 (0.61%) IIS
17 19 (0.61%) Mule
17 19 (0.61%) SharePoint
18 17 (0.54%) CMS
Applications
1 126 (4.03%) MS Excel
2 97 (3.10%) SPSS
3 31 (0.99%) MS PowerPoint
4 17 (0.54%) MS Office
5 11 (0.35%) GNU Octave
6 10 (0.32%) MS Visio
7 7 (0.22%) MS Project
7 7 (0.22%) Spreadsheet
8 6 (0.19%) Gephi
9 4 (0.13%) Maple
10 2 (0.064%) CPLEX
10 2 (0.064%) Mathematica
11 1 (0.032%) Mathcad
11 1 (0.032%) Stata
Business Applications
1 45 (1.44%) SAP Oil and Gas
2 10 (0.32%) Bloomberg TOMS
3 8 (0.26%) Unica
4 7 (0.22%) Adobe Campaign
4 7 (0.22%) Oracle BPM
5 6 (0.19%) BusinessWorks
5 6 (0.19%) FastStats PeopleStage
5 6 (0.19%) SAP HR
6 5 (0.16%) Cognos Business Intelligence
7 4 (0.13%) Dynamics NAV
8 3 (0.096%) Odoo
9 2 (0.064%) RMDS
10 1 (0.032%) Dynamics AX
10 1 (0.032%) Eloqua
10 1 (0.032%) FastStats
10 1 (0.032%) Magento
10 1 (0.032%) Oracle Applications
10 1 (0.032%) Oracle Receivables
10 1 (0.032%) WebTrends
Cloud Services
1 586 (18.72%) Amazon AWS
2 244 (7.80%) Microsoft Azure
3 85 (2.72%) Google Cloud Platform
4 84 (2.68%) Amazon S3
5 83 (2.65%) GitHub
6 72 (2.30%) Amazon EC2
7 70 (2.24%) Amazon EMR
8 67 (2.14%) SaaS
9 57 (1.82%) Cloud Computing
10 33 (1.05%) IBM Cloud
11 32 (1.02%) PaaS
12 31 (0.99%) IaaS
13 19 (0.61%) AWS CloudFormation
14 16 (0.51%) AWS OpsWorks
15 13 (0.42%) Amazon Kinesis
16 9 (0.29%) AWS Lambda
16 9 (0.29%) Google Analytics
16 9 (0.29%) Sumo Logic
17 7 (0.22%) Amazon ELB
18 6 (0.19%) Route 53
Communications & Networking
1 101 (3.23%) Internet
2 73 (2.33%) Firewall
3 61 (1.95%) TCP/IP
4 54 (1.73%) HTTP
5 48 (1.53%) DNS
6 31 (0.99%) Kerberos
7 29 (0.93%) SSL
8 22 (0.70%) SAN
9 21 (0.67%) LDAP
10 19 (0.61%) VPN
11 17 (0.54%) LAN
11 17 (0.54%) WAN
12 14 (0.45%) Network Security
13 12 (0.38%) NAS
14 11 (0.35%) IPv4
15 10 (0.32%) SNMP
16 9 (0.29%) Wi-Fi
17 8 (0.26%) 3G
17 8 (0.26%) Reverse Proxy
17 8 (0.26%) SMPP
Database & Business Intelligence
1 2078 (66.39%) Big Data
2 899 (28.72%) NoSQL
3 771 (24.63%) Apache Hive
4 732 (23.39%) MongoDB
5 648 (20.70%) Apache Cassandra
6 504 (16.10%) SQL Server
7 447 (14.28%) Data Warehouse
8 395 (12.62%) MySQL
9 382 (12.20%) HBase
10 334 (10.67%) Relational Database
11 318 (10.16%) PostgreSQL
12 219 (7.00%) Data Mining
13 173 (5.53%) SQL Server Reporting Services
14 170 (5.43%) QlikView
14 170 (5.43%) SQL Server Integration Services
15 164 (5.24%) RDBMS
16 162 (5.18%) Impala
17 153 (4.89%) Neo4j
18 130 (4.15%) Redis
19 115 (3.67%) Amazon Redshift
Development Applications
1 346 (11.05%) Git (software)
2 295 (9.42%) Jenkins
3 126 (4.03%) JIRA
4 123 (3.93%) JUnit
5 96 (3.07%) Maven
6 88 (2.81%) Vagrant
7 76 (2.43%) Subversion
8 60 (1.92%) Talend Open Studio
9 58 (1.85%) Cucumber
10 42 (1.34%) Selenium
11 38 (1.21%) JBehave
12 37 (1.18%) Hudson
13 36 (1.15%) TeamCity
14 35 (1.12%) Atlassian Bamboo
15 31 (0.99%) RSpec
16 27 (0.86%) Eclipse
16 27 (0.86%) Visual Studio
17 26 (0.83%) Mockito
17 26 (0.83%) Sonatype Nexus
18 24 (0.77%) Yeoman
General
1 591 (18.88%) Finance
2 200 (6.39%) Marketing
3 189 (6.04%) Banking
4 162 (5.18%) Retail
5 114 (3.64%) Games
6 111 (3.55%) Telecoms
7 92 (2.94%) Advertising
8 81 (2.59%) Manufacturing
9 70 (2.24%) Investment Banking
10 48 (1.53%) Legal
11 42 (1.34%) Law
12 35 (1.12%) Electronics
13 30 (0.96%) Front Office
14 14 (0.45%) Pharmaceutical
15 13 (0.42%) French Language
16 10 (0.32%) Publishing
17 8 (0.26%) Back Office
18 7 (0.22%) German Language
18 7 (0.22%) Spanish Language
19 6 (0.19%) Multimedia
Job Titles
1 1138 (36.36%) Developer
2 575 (18.37%) Java Developer
3 452 (14.44%) Architect
4 322 (10.29%) Data Architect
5 294 (9.39%) Data Scientist
6 288 (9.20%) Senior Developer
7 264 (8.43%) Big Data Developer
8 239 (7.64%) Big Data Architect
9 232 (7.41%) Hadoop Developer
10 224 (7.16%) Data Engineer
11 206 (6.58%) Software Engineer
12 196 (6.26%) Big Data Engineer
13 192 (6.13%) Consultant
14 170 (5.43%) Senior Java Developer
15 168 (5.37%) Java Engineer
16 153 (4.89%) Analyst
17 139 (4.44%) Java Hadoop Developer
18 131 (4.19%) Hadoop Engineer
19 126 (4.03%) Data Consultant
20 122 (3.90%) Scala Developer
Libraries, Frameworks & Software Standards
1 316 (10.10%) Kafka
2 282 (9.01%) Spring
3 237 (7.57%) HTML
4 226 (7.22%) Web Services
5 211 (6.74%) AngularJS
6 188 (6.01%) Hibernate
7 186 (5.94%) .NET
8 160 (5.11%) CSS
8 160 (5.11%) Node.js
9 152 (4.86%) REST
10 122 (3.90%) HTML5
11 120 (3.83%) XML
12 110 (3.51%) Lucene
13 101 (3.23%) JSON
14 100 (3.19%) Java EE
15 97 (3.10%) RESTful
16 93 (2.97%) Akka
17 84 (2.68%) LAMP
18 77 (2.46%) D3.js
19 73 (2.33%) J2EE
Miscellaneous
1 581 (18.56%) Analytical Skills
2 390 (12.46%) Computer Science
3 366 (11.69%) Visualisation
4 241 (7.70%) Algorithms
5 211 (6.74%) Mathematics
6 148 (4.73%) Statistics
7 100 (3.19%) Data Integration
8 95 (3.04%) Management Information System
9 87 (2.78%) Data Structures
10 78 (2.49%) User Experience
11 76 (2.43%) Cyberthreat
12 71 (2.27%) Artificial Intelligence
13 70 (2.24%) Fintech
14 68 (2.17%) Data Centre
15 67 (2.14%) Physics
16 48 (1.53%) Security Operations Centre
17 42 (1.34%) Cybercrime
17 42 (1.34%) Mobile App
18 39 (1.25%) Neural Network
19 37 (1.18%) Derivative
Operating Systems
1 669 (21.37%) Linux
2 194 (6.20%) Unix
3 172 (5.50%) Windows
4 90 (2.88%) Android
5 85 (2.72%) Apple iOS
6 66 (2.11%) CentOS
7 48 (1.53%) Red Hat Enterprise Linux
8 37 (1.18%) Ubuntu
9 30 (0.96%) Windows Server
10 24 (0.77%) Mac OS X
11 16 (0.51%) Debian
12 14 (0.45%) Solaris
13 11 (0.35%) Mac OS
14 9 (0.29%) CoreOS
15 7 (0.22%) Windows Server 2008
16 4 (0.13%) Windows Mobile
17 3 (0.096%) Tizen
17 3 (0.096%) Windows 7
17 3 (0.096%) Windows 8
17 3 (0.096%) Windows Server 2003
Processes & Methodologies
1 1205 (38.50%) Agile Software Development
2 1131 (36.13%) Analytics
3 695 (22.20%) Business Intelligence
4 621 (19.84%) Software Engineering
5 540 (17.25%) Data Analytics
6 502 (16.04%) MapReduce
7 485 (15.50%) ETL
8 465 (14.86%) TDD
9 457 (14.60%) Machine Learning
10 454 (14.50%) Scrum
11 386 (12.33%) Open Source
12 340 (10.86%) DevOps
13 306 (9.78%) Continuous Integration
14 255 (8.15%) Data Visualisation
15 239 (7.64%) Data Modelling
16 235 (7.51%) Data Analysis
17 217 (6.93%) E-Commerce
18 202 (6.45%) Data Management
19 196 (6.26%) SOA
20 190 (6.07%) Kanban
Programming Languages
1 1726 (55.14%) Java
2 1155 (36.90%) Python
3 1127 (36.01%) SQL
4 692 (22.11%) Scala
5 487 (15.56%) R
6 427 (13.64%) JavaScript
7 358 (11.44%) C#
8 328 (10.48%) C++
9 218 (6.96%) Ruby
10 192 (6.13%) PHP
11 188 (6.01%) Bash Shell
12 176 (5.62%) C
12 176 (5.62%) MATLAB
13 166 (5.30%) Perl
14 150 (4.79%) Shell Script
15 147 (4.70%) T-SQL
16 110 (3.51%) Clojure
17 67 (2.14%) VBA
18 64 (2.04%) PowerShell
19 53 (1.69%) PL/SQL
Qualifications
1 607 (19.39%) Degree
2 234 (7.48%) Security Cleared
3 196 (6.26%) PhD
4 102 (3.26%) SC Cleared
5 101 (3.23%) DV Cleared
6 27 (0.86%) Cisco Certification
7 24 (0.77%) Microsoft Certification
8 23 (0.73%) CISSP
9 21 (0.67%) MCSE
10 15 (0.48%) GIAC
11 14 (0.45%) CCNA
12 13 (0.42%) CCIE
13 11 (0.35%) CISM
13 11 (0.35%) Linux+ Certification
13 11 (0.35%) Network+ Certification
13 11 (0.35%) Postgraduate
13 11 (0.35%) SANS
13 11 (0.35%) SSCP
14 8 (0.26%) CRISC
15 7 (0.22%) IBM Certification
Quality Assurance & Compliance
1 97 (3.10%) Data Quality
2 43 (1.37%) QA
3 14 (0.45%) SLA
4 7 (0.22%) ISAE 3402
4 7 (0.22%) ISO/IEC 27001
4 7 (0.22%) SSAE 16
5 6 (0.19%) SDET
6 1 (0.032%) Actionable Recommendations
System Software
1 296 (9.46%) HDFS
2 241 (7.70%) Docker
3 180 (5.75%) Apache Flume
4 72 (2.30%) Apache ZooKeeper
5 70 (2.24%) VirtualBox
6 68 (2.17%) Virtual Machines
7 54 (1.73%) VMware Infrastructure
8 24 (0.77%) Active Directory
8 24 (0.77%) KVM
9 17 (0.54%) Xen
10 12 (0.38%) NFS
11 11 (0.35%) Hyper-V
11 11 (0.35%) iptables
12 8 (0.26%) Firmware
12 8 (0.26%) Tivoli Workload Scheduler
12 8 (0.26%) vSphere
13 6 (0.19%) Btrfs
13 6 (0.19%) LXC
13 6 (0.19%) Snort
14 4 (0.13%) GPFS
Systems Management
1 263 (8.40%) Puppet
2 183 (5.85%) Opscode Chef
3 163 (5.21%) Ansible
4 122 (3.90%) Oozie
5 118 (3.77%) Hadoop YARN
6 56 (1.79%) Mesos
7 51 (1.63%) Kibana
8 48 (1.53%) Kubernetes
9 46 (1.47%) Nagios
10 45 (1.44%) Ambari
11 41 (1.31%) logstash
11 41 (1.31%) Salt
12 34 (1.09%) ZABBIX
13 19 (0.61%) CA Single Sign-On
14 18 (0.58%) HAProxy
14 18 (0.58%) yum
15 13 (0.42%) SELinux
16 12 (0.38%) ArcSight ESM
17 11 (0.35%) Terraform
18 10 (0.32%) Packer
Vendors
1 488 (15.59%) Oracle
2 304 (9.71%) Tableau
3 295 (9.42%) Cloudera
4 229 (7.32%) Microsoft
5 223 (7.12%) Hortonworks
6 143 (4.57%) SAP
7 126 (4.03%) IBM
8 124 (3.96%) Google
9 117 (3.74%) Informatica
10 112 (3.58%) Teradata
11 96 (3.07%) Netezza
12 72 (2.30%) Splunk
13 70 (2.24%) MapR
14 66 (2.11%) Red Hat
15 64 (2.04%) VMware
16 61 (1.95%) Facebook
17 60 (1.92%) Talend
18 57 (1.82%) Cognos
19 53 (1.69%) MicroStrategy
20 52 (1.66%) HP
London
Digital Gurus
Salary: £50000 - £60000 Per Annum + benefits
Posted: 15 hours ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £55000 - £65000 per annum + Bens
Posted: 16 hours ago
City, London
Harris Global
Salary: From £50,000 to £75,000 per annum Benefits + Bonus
Posted: 15 hours ago
City, London
Harrington Starr
Salary: £70000 - £100000 per annum
Posted: 23 hours ago
Bradford, West Yorkshire
Fruition IT Resources Limited
Salary: £60000.00 - £70000.00 per annum + Benefits
Posted: 16 hours ago
London
Nicoll Curtin
Salary: £60000.00 - £75000.00 per annum + Package
Posted: 17 hours ago
City, London
Harrington Starr
Salary: £70000 - £110000 per annum
Posted: 23 hours ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: 16 hours ago
City, London
Harrington Starr
Salary: £55000 - £70000 per annum
Posted: 23 hours ago
Manchester, Lancashire
Connected IT
Salary: £30000 - £40000 per annum + 10% bonus + excellent benefits
Posted: 12 hours ago
York, North Yorkshire
Candour Solutions
Salary: From £70,000 to £90,000 per annum To £90,000 + Bens
Posted: 21 hours ago
Salford, Lancashire
Integrity IT Solutions
Salary: Up to £50K
Posted: 22 hours ago
York, North Yorkshire
4it Recruitment Ltd
Salary: From £40,000 to £45,000 per annum + excellent benefits
Posted: 23 hours ago
London
Nicoll Curtin
Salary: £80000.00 - £115000.00 per annum + Package
Posted: 17 hours ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: Yesterday
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: Yesterday
Manchester, Lancashire
Connected IT
Salary: £20000 - £40000 per annum + 10% bonus + excellent benefits
Posted: 12 hours ago
Lancashire
Verticality Ltd
Salary: to £45k DOE + Benefits
Posted: 22 hours ago
North West London
GridCell
Salary: From £20,000 to £30,000 per annum Bonuses, Flexible Working, Training
Posted: 23 hours ago
Manchester, Lancashire
TEKsystems
Salary: £45000 - £65000 per annum + package
Posted: 20 hours ago
London
Harrington Starr
Posted: Yesterday
Gloucestershire
Informatiq Consulting
Salary: £30000 - £60000 per annum + Benefits
Posted: Yesterday
South East London
Citywire
Posted: 18 hours ago
York, North Yorkshire
ISL
Salary: £40000 - £45000 per annum
Posted: Yesterday
City, London
Oscar
Salary: £60000 - £750000 per annum + Excellent Benefits
Posted: Yesterday
City, London
Energon People
Salary: £55000.00 - £65000.00 per annum + benefits + bonus
Posted: Yesterday
Central London / West End
Gamesys
Posted: 20 hours ago
London
Oliver Bernard
Salary: From £85,000 to £95,000 per annum
Posted: Yesterday
Woking, Surrey
Experis Ltd
Salary: £50000.00 - £55000.00 per annum + Benefits
Posted: 20 hours ago
City, London
Oscar
Salary: £40000 - £60000 per annum
Posted: Yesterday