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

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 201 213 320
Rank change year-on-year
+12 +107
Permanent jobs citing Hadoop 1475 1602 985
As % of all permanent IT jobs located in England 1.65% 1.57% 0.93%
As % of the Database & Business Intelligence category 5.58% 5.06% 2.96%
Number of salaries quoted 1182 1279 846
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 £45,000 £42,500 £40,000
10% offered a salary of more than £90,000 £87,500 £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
26422 31665 33260
As % of all permanent IT jobs located in England 29.49% 30.96% 31.51%
Number of salaries quoted 22670 27000 28189
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 £32,500 £30,000
10% offered a salary of more than £75,000 £67,500 £72,500
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 28 September 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 28 September 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 -10 917 £72,500 +7.40% 140
South East +68 185 £51,500 -1.90% 22
South West +73 156 £50,000 -12.28% 12
North West +2 63 £52,500 +5.00% 26
Yorkshire +34 62 £50,000 +5.26% 7
East of England +20 56 £52,500 -22.22% 5
West Midlands -32 17 £50,000 - 3
North East +4 6 £45,000 -14.48% 3
East Midlands +5 5 £42,500 -39.28% 2
Midlands +2 1 - -
Hadoop
UK

Hadoop
Top 30 Related IT Skills in England

For the 6 months to 28 September 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 1994 (65.55%) Big Data
2 1698 (55.82%) Java
3 1222 (40.17%) Agile Software Development
4 1195 (39.28%) Apache Spark
5 1082 (35.57%) SQL
6 1079 (35.47%) Python
7 1066 (35.04%) Analytics
8 911 (29.95%) NoSQL
9 726 (23.87%) Apache Hive
10 716 (23.54%) MongoDB
11 710 (23.34%) Scala
12 687 (22.58%) Business Intelligence
13 634 (20.84%) Linux
14 618 (20.32%) Apache Cassandra
15 600 (19.72%) Finance
16 591 (19.43%) Software Engineering
17 570 (18.74%) Amazon AWS
18 545 (17.92%) Degree
19 531 (17.46%) Analytical Skills
20 519 (17.06%) SQL Server
21 496 (16.31%) Data Analytics
22 494 (16.24%) ETL
23 482 (15.84%) Oracle
23 482 (15.84%) Scrum
24 470 (15.45%) R
25 450 (14.79%) Apache Pig
26 442 (14.53%) MapReduce
27 440 (14.46%) Machine Learning
27 440 (14.46%) TDD
28 436 (14.33%) 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 1195 (39.28%) Apache Spark
2 450 (14.79%) Apache Pig
3 339 (11.14%) Elasticsearch
4 307 (10.09%) SAS
5 275 (9.04%) Apache
6 140 (4.60%) Apache Solr
7 100 (3.29%) JBoss
8 75 (2.47%) Tomcat
9 70 (2.30%) nginx
10 52 (1.71%) OpenStack
10 52 (1.71%) WebLogic
11 39 (1.28%) Jetty
12 38 (1.25%) Confluence
13 36 (1.18%) WebSphere
14 27 (0.89%) WildFly
15 26 (0.85%) GlassFish
16 21 (0.69%) IIS
16 21 (0.69%) WebSphere Application Server
17 17 (0.56%) CMS
18 15 (0.49%) SharePoint
Applications
1 125 (4.11%) MS Excel
2 118 (3.88%) SPSS
3 31 (1.02%) MS PowerPoint
4 11 (0.36%) GNU Octave
5 9 (0.30%) MS Office
6 8 (0.26%) MS Project
6 8 (0.26%) MS Visio
7 5 (0.16%) Gephi
7 5 (0.16%) Mathematica
7 5 (0.16%) Spreadsheet
8 2 (0.066%) CPLEX
8 2 (0.066%) Stata
9 1 (0.033%) Mathcad
Business Applications
1 40 (1.31%) SAP Oil and Gas
2 11 (0.36%) Bloomberg TOMS
3 7 (0.23%) Oracle BPM
4 6 (0.20%) BusinessWorks
4 6 (0.20%) SAP HR
5 5 (0.16%) Cognos Business Intelligence
5 5 (0.16%) Unica
6 4 (0.13%) Adobe Campaign
6 4 (0.13%) Dynamics NAV
6 4 (0.13%) FastStats PeopleStage
7 3 (0.099%) FastStats
7 3 (0.099%) Magento
8 2 (0.066%) RMDS
9 1 (0.033%) Dynamics AX
9 1 (0.033%) Oracle Applications
9 1 (0.033%) Oracle Receivables
9 1 (0.033%) SAP ERP
9 1 (0.033%) WebTrends
Cloud Services
1 570 (18.74%) Amazon AWS
2 247 (8.12%) Microsoft Azure
3 89 (2.93%) Amazon S3
4 85 (2.79%) Google Cloud Platform
5 80 (2.63%) GitHub
6 79 (2.60%) SaaS
7 74 (2.43%) Amazon EMR
8 73 (2.40%) Amazon EC2
9 70 (2.30%) Cloud Computing
10 29 (0.95%) IBM Cloud
11 26 (0.85%) PaaS
12 20 (0.66%) IaaS
13 18 (0.59%) AWS OpsWorks
14 11 (0.36%) AWS CloudFormation
15 10 (0.33%) AWS Lambda
16 8 (0.26%) Google Analytics
17 7 (0.23%) Amazon CloudWatch
17 7 (0.23%) Amazon ELB
17 7 (0.23%) Virtual Private Cloud
18 6 (0.20%) Amazon Kinesis
Communications & Networking
1 98 (3.22%) Internet
2 53 (1.74%) Firewall
3 50 (1.64%) TCP/IP
4 46 (1.51%) HTTP
5 35 (1.15%) DNS
6 28 (0.92%) SSL
7 23 (0.76%) Kerberos
8 16 (0.53%) LAN
8 16 (0.53%) WAN
9 15 (0.49%) LDAP
10 14 (0.46%) VPN
11 9 (0.30%) FTP
11 9 (0.30%) SAN
11 9 (0.30%) SNMP
11 9 (0.30%) Wi-Fi
12 8 (0.26%) 3G
12 8 (0.26%) 4G
12 8 (0.26%) HSPA
12 8 (0.26%) LTE
12 8 (0.26%) SMPP
Database & Business Intelligence
1 1994 (65.55%) Big Data
2 911 (29.95%) NoSQL
3 726 (23.87%) Apache Hive
4 716 (23.54%) MongoDB
5 618 (20.32%) Apache Cassandra
6 519 (17.06%) SQL Server
7 436 (14.33%) Data Warehouse
8 386 (12.69%) HBase
9 385 (12.66%) MySQL
10 349 (11.47%) Relational Database
11 270 (8.88%) PostgreSQL
12 212 (6.97%) Data Mining
13 196 (6.44%) RDBMS
14 176 (5.79%) SQL Server Reporting Services
15 167 (5.49%) SQL Server Integration Services
16 156 (5.13%) QlikView
17 132 (4.34%) Neo4j
18 131 (4.31%) Impala
19 128 (4.21%) Redis
20 123 (4.04%) Amazon Redshift
Development Applications
1 320 (10.52%) Git (software)
2 241 (7.92%) Jenkins
3 134 (4.40%) JIRA
4 108 (3.55%) JUnit
5 89 (2.93%) Maven
6 86 (2.83%) Vagrant
7 61 (2.01%) Subversion
8 59 (1.94%) Talend Open Studio
9 49 (1.61%) Cucumber
10 37 (1.22%) TeamCity
11 36 (1.18%) Selenium
12 31 (1.02%) JBehave
12 31 (1.02%) TestNG
13 30 (0.99%) Hudson
14 29 (0.95%) Atlassian Bamboo
15 28 (0.92%) Mockito
15 28 (0.92%) Sonatype Nexus
16 24 (0.79%) Eclipse
16 24 (0.79%) IntelliJ
17 22 (0.72%) Mercurial
General
1 600 (19.72%) Finance
2 219 (7.20%) Banking
3 181 (5.95%) Marketing
4 164 (5.39%) Retail
5 115 (3.78%) Games
6 95 (3.12%) Telecoms
7 87 (2.86%) Investment Banking
8 75 (2.47%) Advertising
9 60 (1.97%) Manufacturing
10 51 (1.68%) Front Office
11 49 (1.61%) Legal
12 40 (1.31%) Law
13 27 (0.89%) Electronics
14 17 (0.56%) French Language
15 10 (0.33%) Publishing
16 9 (0.30%) Aerospace
16 9 (0.30%) Automotive
16 9 (0.30%) Back Office
16 9 (0.30%) Pharmaceutical
17 8 (0.26%) German Language
Job Titles
1 1117 (36.72%) Developer
2 584 (19.20%) Java Developer
3 443 (14.56%) Architect
4 315 (10.36%) Data Architect
5 297 (9.76%) Senior Developer
6 282 (9.27%) Data Scientist
7 240 (7.89%) Big Data Architect
8 236 (7.76%) Big Data Developer
9 216 (7.10%) Software Engineer
10 212 (6.97%) Hadoop Developer
11 201 (6.61%) Data Engineer
12 183 (6.02%) Senior Java Developer
13 170 (5.59%) Consultant
14 162 (5.33%) Big Data Engineer
15 161 (5.29%) Java Engineer
16 148 (4.87%) Analyst
17 124 (4.08%) Scala Developer
18 121 (3.98%) Data Consultant
19 120 (3.94%) Java Hadoop Developer
20 102 (3.35%) Hadoop Architect
Libraries, Frameworks & Software Standards
1 295 (9.70%) Kafka
2 271 (8.91%) Spring
3 224 (7.36%) HTML
4 209 (6.87%) Web Services
5 208 (6.84%) AngularJS
6 197 (6.48%) .NET
7 189 (6.21%) Hibernate
8 165 (5.42%) Node.js
9 160 (5.26%) CSS
10 147 (4.83%) REST
11 105 (3.45%) HTML5
11 105 (3.45%) Java EE
11 105 (3.45%) Lucene
12 99 (3.25%) XML
13 97 (3.19%) J2EE
14 93 (3.06%) Akka
15 92 (3.02%) RESTful
16 90 (2.96%) JSON
17 87 (2.86%) LAMP
18 86 (2.83%) jQuery
Miscellaneous
1 531 (17.46%) Analytical Skills
2 375 (12.33%) Computer Science
3 342 (11.24%) Visualisation
4 225 (7.40%) Algorithms
5 199 (6.54%) Mathematics
6 154 (5.06%) Statistics
7 86 (2.83%) Data Integration
8 84 (2.76%) Data Structures
9 71 (2.33%) Data Centre
9 71 (2.33%) Management Information System
10 67 (2.20%) User Experience
11 66 (2.17%) Fintech
12 63 (2.07%) Artificial Intelligence
13 62 (2.04%) Physics
14 51 (1.68%) Cyberthreat
15 48 (1.58%) Derivative
16 41 (1.35%) Foreign Exchange (FX)
17 40 (1.31%) Public Cloud
18 37 (1.22%) Internet of Things
19 35 (1.15%) Neural Network
Operating Systems
1 634 (20.84%) Linux
2 199 (6.54%) Unix
3 154 (5.06%) Windows
4 84 (2.76%) Android
5 78 (2.56%) Apple iOS
6 61 (2.01%) CentOS
7 46 (1.51%) Red Hat Enterprise Linux
8 41 (1.35%) Ubuntu
9 29 (0.95%) Windows Server
10 18 (0.59%) Debian
11 17 (0.56%) Mac OS X
11 17 (0.56%) Solaris
12 7 (0.23%) Windows Server 2003
13 6 (0.20%) CoreOS
13 6 (0.20%) Mac OS
14 4 (0.13%) Windows Server 2012
15 3 (0.099%) Tizen
15 3 (0.099%) Windows 10
15 3 (0.099%) Windows 7
15 3 (0.099%) Windows 8
Processes & Methodologies
1 1222 (40.17%) Agile Software Development
2 1066 (35.04%) Analytics
3 687 (22.58%) Business Intelligence
4 591 (19.43%) Software Engineering
5 496 (16.31%) Data Analytics
6 494 (16.24%) ETL
7 482 (15.84%) Scrum
8 442 (14.53%) MapReduce
9 440 (14.46%) Machine Learning
9 440 (14.46%) TDD
10 348 (11.44%) Open Source
11 334 (10.98%) DevOps
12 283 (9.30%) Continuous Integration
13 244 (8.02%) Data Modelling
14 225 (7.40%) Data Visualisation
15 223 (7.33%) Data Analysis
16 211 (6.94%) E-Commerce
17 188 (6.18%) Multithreading
18 182 (5.98%) Kanban
19 177 (5.82%) Mentoring
Programming Languages
1 1698 (55.82%) Java
2 1082 (35.57%) SQL
3 1079 (35.47%) Python
4 710 (23.34%) Scala
5 470 (15.45%) R
6 413 (13.58%) JavaScript
7 373 (12.26%) C#
8 324 (10.65%) C++
9 187 (6.15%) Perl
10 184 (6.05%) Ruby
11 175 (5.75%) C
12 174 (5.72%) PHP
13 172 (5.65%) MATLAB
14 156 (5.13%) Bash Shell
15 152 (5.00%) T-SQL
16 150 (4.93%) Shell Script
17 104 (3.42%) Clojure
18 63 (2.07%) PL/SQL
18 63 (2.07%) PowerShell
19 60 (1.97%) VBA
Qualifications
1 545 (17.92%) Degree
2 238 (7.82%) Security Cleared
3 183 (6.02%) PhD
4 103 (3.39%) DV Cleared
5 96 (3.16%) SC Cleared
6 29 (0.95%) Cisco Certification
6 29 (0.95%) Microsoft Certification
7 25 (0.82%) MCSE
8 24 (0.79%) CISSP
9 19 (0.62%) GIAC
10 18 (0.59%) CCNA
11 15 (0.49%) Linux+ Certification
11 15 (0.49%) Network+ Certification
11 15 (0.49%) SANS
11 15 (0.49%) SSCP
12 11 (0.36%) CCIE
12 11 (0.36%) Postgraduate
13 8 (0.26%) CISM
14 7 (0.23%) IBM Certification
15 6 (0.20%) CITP
Quality Assurance & Compliance
1 96 (3.16%) Data Quality
2 44 (1.45%) QA
3 19 (0.62%) SLA
4 6 (0.20%) ISO/IEC 27001
4 6 (0.20%) SDET
5 4 (0.13%) ISAE 3402
5 4 (0.13%) SSAE 16
6 3 (0.099%) Basel III
6 3 (0.099%) Dodd-Frank
7 2 (0.066%) COBIT
7 2 (0.066%) MiFID
7 2 (0.066%) PCI DSS
8 1 (0.033%) Actionable Recommendations
8 1 (0.033%) GCP
8 1 (0.033%) IAS 39
8 1 (0.033%) ISO 9001
System Software
1 254 (8.35%) HDFS
2 226 (7.43%) Docker
3 168 (5.52%) Apache Flume
4 62 (2.04%) Apache ZooKeeper
5 56 (1.84%) Virtual Machines
6 48 (1.58%) VirtualBox
7 43 (1.41%) VMware Infrastructure
8 20 (0.66%) Active Directory
9 19 (0.62%) Hyper-V
10 17 (0.56%) KVM
11 15 (0.49%) Xen
12 11 (0.36%) NFS
13 10 (0.33%) Oracle RAC
14 9 (0.30%) LXC
14 9 (0.30%) Tivoli Workload Scheduler
15 7 (0.23%) Firmware
15 7 (0.23%) iptables
15 7 (0.23%) vSphere
16 6 (0.20%) Snort
17 5 (0.16%) Btrfs
Systems Management
1 256 (8.42%) Puppet
2 185 (6.08%) Opscode Chef
3 176 (5.79%) Ansible
4 120 (3.94%) Oozie
5 97 (3.19%) Hadoop YARN
6 47 (1.55%) Kibana
6 47 (1.55%) Mesos
7 46 (1.51%) Nagios
8 45 (1.48%) Kubernetes
9 43 (1.41%) Salt
10 42 (1.38%) logstash
11 33 (1.08%) Ambari
12 31 (1.02%) ZABBIX
13 18 (0.59%) HAProxy
14 14 (0.46%) yum
15 13 (0.43%) CA Single Sign-On
16 11 (0.36%) Tivoli
17 10 (0.33%) Graphite
17 10 (0.33%) SELinux
17 10 (0.33%) Terraform
Vendors
1 482 (15.84%) Oracle
2 292 (9.60%) Tableau
3 255 (8.38%) Cloudera
4 221 (7.26%) Microsoft
5 208 (6.84%) Hortonworks
6 140 (4.60%) SAP
7 125 (4.11%) Google
8 111 (3.65%) IBM
9 100 (3.29%) Teradata
10 88 (2.89%) Informatica
11 77 (2.53%) Netezza
12 69 (2.27%) Splunk
13 62 (2.04%) Red Hat
14 59 (1.94%) Talend
15 58 (1.91%) Cognos
15 58 (1.91%) VMware
16 57 (1.87%) MapR
17 49 (1.61%) Facebook
18 47 (1.55%) MicroStrategy
19 39 (1.28%) Cisco
City, London
Intelletec
Salary: From £50,000 to £80,000 per annum
Posted: 4 hours ago
Croydon, Surrey
Experis Ltd
Salary: £52969 - £62239 per annum + Benefits
Posted: 6 hours ago
Newcastle Upon Tyne, Tyne and Wear
Oscar
Salary: £35000 - £50000 per annum + Benefits Incl Relocation
Posted: 6 hours ago
London
Harvey Nash plc
Salary: £50000 per annum
Posted: 6 hours ago
West London
Bentley Whitaker
Salary: From £45,000 to £75,000 per annum + bonus + Pension + good company ben
Posted: 4 hours ago
London
Xcede
Posted: 22 hours ago
London
Oho Group Ltd.
Salary: £35000 - £50000 per annum, Benefits Socials, Cyclescheme, extensive in
Posted: 7 hours ago
London
Oho Group Ltd.
Salary: £45000 - £60000 per annum, Benefits Socials, Cyclescheme, childcare vo
Posted: 7 hours ago
West London
Deanslist Limited
Salary: From £45,000 to £55,000 per annum + Stock options + Benefits
Posted: 3 hours ago
City, London
Experis Ltd
Salary: £40000 - £65000 per annum + Benefits
Posted: Yesterday
London
Oliver Bernard
Salary: £50000 - £65000 per annum + amazing bonus and benefits
Posted: Yesterday
North East
Sanderson
Salary: £35000 - £55000 per annum + Benefits
Posted: Yesterday
London
Harvey Nash plc
Salary: £70000 - £80000 per annum + Benefits Package
Posted: 2 days ago
London
Oliver Bernard
Salary: £80000 - £100000 per annum + bonus, pension, benefits
Posted: 23 hours ago
London
Harvey Nash plc
Salary: £90000 - £95000 per annum + Benefits Package
Posted: 2 days ago
Manchester, Lancashire
onezeero.
Salary: £45000 - £55000 per annum
Posted: Yesterday
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: Yesterday
London
Oliver Bernard
Salary: £80000 - £90000 per annum + bonus and benefits
Posted: Yesterday
City, London
Twenty Recruitment Group
Salary: £65000.00 - £75000 per annum + Benefits + Discretionary Bonus
Posted: Yesterday
Manchester, Lancashire
Venturi
Salary: £50000 - £65000 per annum + Bonus + Benefits
Posted: 20 hours ago
Milton Keynes, Buckinghamshire
Reed Technology
Salary: £25000 - £35000 per annum + Annual Bonus & Benefits
Posted: 21 hours ago
City, London
ReThink Recruitment
Salary: 20% bonus
Posted: 2 days ago
Lancashire
Verticality Ltd
Salary: to £45k DOE + Benefits
Posted: Yesterday
London
Experis Ltd
Salary: £100000 - £150000 per annum
Posted: Yesterday
Havant, Hampshire
Executive Recruitment Services (ERS)
Salary: £60000 - £90000 per annum + Pension, Healthcare, Free Parking
Posted: Yesterday
London
The People Network
Salary: £55000 - £65000 per annum + benefits
Posted: Yesterday
London
Opus Resourcing Ltd
Salary: £60000 - £70000 per annum + Bens + Bonus to 20%
Posted: 23 hours ago
London
Digitech Resourcing Ltd
Salary: From £65,000 to £85,000 per annum
Posted: 18 hours ago
London
McGregor Boyall
Salary: £75000 - £90000 per annum + Benefits
Posted: Yesterday
Leeds, West Yorkshire
Lorien Resourcing
Posted: 2 days ago