The table below looks at the statistics for Hadoop skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 211 243 292
Rank change year-on-year
+32 +49
Permanent jobs citing Hadoop 1560 1471 1256
As % of all permanent IT jobs located in the UK 1.59% 1.34% 1.07%
As % of the Database & Business Intelligence category 5.35% 4.21% 3.34%
Number of salaries quoted 1227 1217 1111
Median salary £60,000 £63,500 £63,500
Median salary % change year-on-year
-5.51% -
90% offered a salary of more than £41,000 £43,000 £42,500
10% offered a salary of more than £92,500 £90,000 £87,500
UK excluding London median salary £52,500 £50,000 £50,000
% change year-on-year
+5.00% -

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

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
29148 34956 37640
As % of all permanent IT jobs located in the UK 29.72% 31.82% 31.96%
Number of salaries quoted 24772 29449 32157
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 £31,500 £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

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

Hadoop Jobs Demand Trend in the UK

Hadoop
Salary Trend

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

Hadoop Salary Trend in the UK

Hadoop
Salary Histogram

This chart provides a salary histogram for IT jobs citing Hadoop over the 3 months to 28 July 2016 within the UK.

Hadoop Salary Histogram in the UK

Hadoop
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the UK over the 3 months to 28 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
England +26 1451 £62,500 -3.84% 201
London -15 857 £70,000 +3.70% 122
South East +96 222 £55,000 +10.00% 20
City of London -3 152 £65,000 -3.70% 21
South West +109 149 £50,000 +5.26% 19
Scotland +53 80 £55,000 -18.51% 8
Gloucestershire +57 67 £52,500 +16.02% 7
Surrey +27 58 £60,000 +23.07% 5
Berkshire +29 57 £52,500 +16.66% 7
Yorkshire +9 55 £50,000 +5.26% 8
East of England +59 52 £52,750 -25.96% 7
West Midlands +16 52 £60,000 +14.28% 1
West Yorkshire -2 45 £50,000 +5.26% 8
Warwickshire +36 43 £55,000 +4.76%
Glasgow +24 43 £46,500 -27.34% 3
Warwick +9 43 £55,000 -13.72%
Hampshire +28 42 £52,000 -0.95% 3
Leeds +36 37 £50,000 +5.26% 6
Reading +27 34 £45,000 -14.28% 2
North West -16 29 £50,000 +2.04% 21
Manchester -13 26 £50,000 +2.04% 14
Guildford +25 25 £60,000 +20.00%
Exeter - 24 £50,000 - 2
Devon - 24 £50,000 - 2
Buckinghamshire +48 23 £33,000 -49.23% 1
Milton Keynes +42 23 £33,000 -49.23%
Edinburgh +11 23 £55,000 -21.42% 5
Somerset +5 23 £41,000 +36.66% 4
Staines +13 21 £60,000 +56.86% 3
Bristol +18 20 £63,750 +27.50% 5

Hadoop
Top 30 Related IT Skills

For the 6 months to 28 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 with a requirement for Hadoop.

1 2381 (68.89%) Big Data
2 1925 (55.70%) Java
3 1367 (39.55%) Apache Spark
4 1302 (37.67%) Python
5 1289 (37.30%) Agile Software Development
6 1275 (36.89%) SQL
7 1247 (36.08%) Analytics
8 941 (27.23%) NoSQL
9 872 (25.23%) Apache Hive
10 811 (23.47%) MongoDB
11 778 (22.51%) Business Intelligence
12 776 (22.45%) Scala
13 760 (21.99%) Linux
14 696 (20.14%) Degree
15 690 (19.97%) Apache Cassandra
16 678 (19.62%) Software Engineering
17 675 (19.53%) Analytical Skills
18 673 (19.47%) Finance
19 602 (17.42%) Amazon AWS
20 581 (16.81%) Oracle
21 575 (16.64%) Data Analytics
22 566 (16.38%) ETL
23 547 (15.83%) R
24 546 (15.80%) MapReduce
25 533 (15.42%) SQL Server
26 516 (14.93%) TDD
27 504 (14.58%) Data Warehouse
28 501 (14.50%) Apache Pig
29 497 (14.38%) Machine Learning
30 479 (13.86%) Scrum

Hadoop
Top Related IT Skills 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 1367 (39.55%) Apache Spark
2 501 (14.50%) Apache Pig
3 387 (11.20%) SAS
4 350 (10.13%) Elasticsearch
5 312 (9.03%) Apache
6 143 (4.14%) Apache Solr
7 136 (3.94%) JBoss
8 75 (2.17%) nginx
9 67 (1.94%) Tomcat
10 61 (1.77%) OpenStack
11 45 (1.30%) WildFly
12 41 (1.19%) GlassFish
13 36 (1.04%) WebLogic
14 32 (0.93%) WebSphere
15 31 (0.90%) Confluence
15 31 (0.90%) SharePoint
16 29 (0.84%) Mule
17 26 (0.75%) IIS
18 21 (0.61%) Jetty
18 21 (0.61%) WebSphere Application Server
Applications
1 145 (4.20%) MS Excel
2 84 (2.43%) SPSS
3 33 (0.95%) MS PowerPoint
4 21 (0.61%) MS Office
5 11 (0.32%) MS Visio
6 9 (0.26%) Spreadsheet
6 9 (0.26%) Stata
7 6 (0.17%) Gephi
7 6 (0.17%) Maple
8 4 (0.12%) GNU Octave
9 3 (0.087%) MS Project
9 3 (0.087%) Weka
10 2 (0.058%) Mathematica
10 2 (0.058%) S-PLUS
11 1 (0.029%) Mathcad
Business Applications
1 41 (1.19%) SAP Oil and Gas
2 10 (0.29%) Unica
3 9 (0.26%) Adobe Campaign
4 7 (0.20%) Oracle BPM
5 6 (0.17%) BusinessWorks
5 6 (0.17%) FastStats PeopleStage
5 6 (0.17%) SAP HR
6 5 (0.14%) Cognos Business Intelligence
7 4 (0.12%) Dynamics CRM
7 4 (0.12%) Odoo
8 3 (0.087%) Dynamics NAV
8 3 (0.087%) Eloqua
8 3 (0.087%) FastStats
8 3 (0.087%) RMDS
9 2 (0.058%) Bloomberg TOMS
10 1 (0.029%) Dynamics AX
10 1 (0.029%) Oracle Applications
10 1 (0.029%) Oracle Receivables
10 1 (0.029%) WebTrends
Cloud Services
1 602 (17.42%) Amazon AWS
2 268 (7.75%) Microsoft Azure
3 99 (2.86%) GitHub
4 81 (2.34%) Google Cloud Platform
4 81 (2.34%) SaaS
5 78 (2.26%) Amazon S3
6 75 (2.17%) Amazon EC2
7 65 (1.88%) Amazon EMR
7 65 (1.88%) Cloud Computing
8 49 (1.42%) PaaS
9 40 (1.16%) IaaS
10 21 (0.61%) AWS CloudFormation
11 20 (0.58%) Amazon Kinesis
12 13 (0.38%) Google Analytics
13 11 (0.32%) AWS OpsWorks
14 10 (0.29%) Amazon ELB
15 9 (0.26%) AWS Lambda
15 9 (0.26%) Virtual Private Cloud
16 8 (0.23%) Sumo Logic
17 7 (0.20%) Azure Machine Learning
Communications & Networking
1 89 (2.58%) Internet
2 84 (2.43%) Firewall
3 72 (2.08%) TCP/IP
4 53 (1.53%) HTTP
5 52 (1.50%) DNS
6 36 (1.04%) Kerberos
7 29 (0.84%) SSL
8 27 (0.78%) SAN
9 26 (0.75%) LDAP
10 25 (0.72%) VPN
11 20 (0.58%) LAN
11 20 (0.58%) WAN
12 17 (0.49%) Network Security
13 14 (0.41%) SNMP
14 12 (0.35%) NAS
15 11 (0.32%) Wi-Fi
16 10 (0.29%) IPv4
17 8 (0.23%) 3G
17 8 (0.23%) HSPA
17 8 (0.23%) LTE
Database & Business Intelligence
1 2381 (68.89%) Big Data
2 941 (27.23%) NoSQL
3 872 (25.23%) Apache Hive
4 811 (23.47%) MongoDB
5 690 (19.97%) Apache Cassandra
6 533 (15.42%) SQL Server
7 504 (14.58%) Data Warehouse
8 456 (13.19%) MySQL
9 424 (12.27%) HBase
10 386 (11.17%) PostgreSQL
11 364 (10.53%) Relational Database
12 279 (8.07%) Data Mining
13 199 (5.76%) SQL Server Integration Services
14 196 (5.67%) Impala
15 191 (5.53%) SQL Server Reporting Services
16 185 (5.35%) QlikView
17 172 (4.98%) Neo4j
18 154 (4.46%) RDBMS
19 127 (3.67%) Redis
20 122 (3.53%) SQL Server Analysis Services
Development Applications
1 387 (11.20%) Git (software)
2 350 (10.13%) Jenkins
3 144 (4.17%) JUnit
4 137 (3.96%) JIRA
5 108 (3.13%) Maven
5 108 (3.13%) Subversion
6 82 (2.37%) Vagrant
7 75 (2.17%) Talend Open Studio
8 60 (1.74%) Cucumber
9 49 (1.42%) Hudson
10 43 (1.24%) JBehave
11 42 (1.22%) Selenium
12 36 (1.04%) TeamCity
13 35 (1.01%) Atlassian Bamboo
14 34 (0.98%) Eclipse
15 32 (0.93%) Visual Studio
16 31 (0.90%) RSpec
17 28 (0.81%) Sonatype Nexus
18 27 (0.78%) Yeoman
19 26 (0.75%) jMock
General
1 673 (19.47%) Finance
2 225 (6.51%) Marketing
3 193 (5.58%) Banking
4 184 (5.32%) Retail
5 144 (4.17%) Games
6 129 (3.73%) Telecoms
7 96 (2.78%) Advertising
8 95 (2.75%) Manufacturing
9 56 (1.62%) Investment Banking
10 48 (1.39%) Legal
11 40 (1.16%) Law
12 34 (0.98%) Electronics
13 16 (0.46%) Pharmaceutical
14 15 (0.43%) Publishing
15 14 (0.41%) Front Office
16 9 (0.26%) Retail Banking
17 7 (0.20%) Back Office
17 7 (0.20%) French Language
18 6 (0.17%) Financial Institution
18 6 (0.17%) German Language
Job Titles
1 1242 (35.94%) Developer
2 618 (17.88%) Java Developer
3 484 (14.00%) Architect
4 347 (10.04%) Data Architect
5 346 (10.01%) Data Scientist
6 328 (9.49%) Big Data Developer
7 275 (7.96%) Senior Developer
8 268 (7.75%) Hadoop Developer
9 266 (7.70%) Data Engineer
10 239 (6.92%) Consultant
11 234 (6.77%) Big Data Architect
12 230 (6.66%) Big Data Engineer
13 213 (6.16%) Software Engineer
14 195 (5.64%) Java Engineer
15 164 (4.75%) Hadoop Engineer
16 160 (4.63%) Java Hadoop Developer
17 158 (4.57%) Analyst
17 158 (4.57%) Senior Java Developer
18 141 (4.08%) Data Consultant
19 128 (3.70%) Scala Developer
Libraries, Frameworks & Software Standards
1 338 (9.78%) Kafka
2 326 (9.43%) Spring
3 276 (7.99%) HTML
4 253 (7.32%) Web Services
5 223 (6.45%) AngularJS
6 214 (6.19%) .NET
7 204 (5.90%) Hibernate
8 183 (5.30%) Node.js
9 173 (5.01%) REST
10 158 (4.57%) CSS
11 156 (4.51%) XML
12 147 (4.25%) HTML5
13 118 (3.41%) RESTful
14 111 (3.21%) Lucene
15 109 (3.15%) JSON
16 107 (3.10%) D3.js
17 102 (2.95%) Java EE
18 86 (2.49%) Akka
19 83 (2.40%) J2EE
20 82 (2.37%) LAMP
Miscellaneous
1 675 (19.53%) Analytical Skills
2 455 (13.17%) Computer Science
3 409 (11.83%) Visualisation
4 277 (8.02%) Algorithms
5 275 (7.96%) Mathematics
6 193 (5.58%) Statistics
7 117 (3.39%) Management Information System
8 114 (3.30%) Data Integration
9 107 (3.10%) Data Structures
10 103 (2.98%) Fintech
11 92 (2.66%) User Experience
12 84 (2.43%) Physics
13 81 (2.34%) Artificial Intelligence
14 79 (2.29%) Data Centre
15 77 (2.23%) Cyberthreat
16 59 (1.71%) Mobile App
17 50 (1.45%) Cybercrime
17 50 (1.45%) Security Operations Centre
18 40 (1.16%) Neural Network
19 39 (1.13%) Replication
Operating Systems
1 760 (21.99%) Linux
2 234 (6.77%) Unix
3 199 (5.76%) Windows
4 104 (3.01%) Android
4 104 (3.01%) Apple iOS
5 72 (2.08%) CentOS
6 43 (1.24%) Red Hat Enterprise Linux
7 42 (1.22%) Ubuntu
8 35 (1.01%) Windows Server
9 31 (0.90%) Mac OS X
10 23 (0.67%) Debian
11 15 (0.43%) Mac OS
12 8 (0.23%) CoreOS
12 8 (0.23%) Windows Server 2008
13 7 (0.20%) Solaris
14 6 (0.17%) Mesosphere
14 6 (0.17%) Windows Mobile
15 3 (0.087%) Windows 10
15 3 (0.087%) Windows 7
15 3 (0.087%) Windows Server 2003
Processes & Methodologies
1 1289 (37.30%) Agile Software Development
2 1247 (36.08%) Analytics
3 778 (22.51%) Business Intelligence
4 678 (19.62%) Software Engineering
5 575 (16.64%) Data Analytics
6 566 (16.38%) ETL
7 546 (15.80%) MapReduce
8 516 (14.93%) TDD
9 497 (14.38%) Machine Learning
10 479 (13.86%) Scrum
11 469 (13.57%) Open Source
12 356 (10.30%) Continuous Integration
13 345 (9.98%) DevOps
14 293 (8.48%) Data Visualisation
15 266 (7.70%) Data Analysis
16 251 (7.26%) Data Management
17 244 (7.06%) Data Modelling
18 219 (6.34%) E-Commerce
19 213 (6.16%) SOA
20 208 (6.02%) Kanban
Programming Languages
1 1925 (55.70%) Java
2 1302 (37.67%) Python
3 1275 (36.89%) SQL
4 776 (22.45%) Scala
5 547 (15.83%) R
6 448 (12.96%) JavaScript
7 396 (11.46%) C#
8 364 (10.53%) C++
9 257 (7.44%) Ruby
10 201 (5.82%) PHP
11 194 (5.61%) Perl
12 189 (5.47%) Bash Shell
13 186 (5.38%) MATLAB
14 181 (5.24%) C
15 174 (5.03%) Shell Script
16 159 (4.60%) T-SQL
17 119 (3.44%) Clojure
18 69 (2.00%) VBA
19 65 (1.88%) PowerShell
20 62 (1.79%) PL/SQL
Qualifications
1 696 (20.14%) Degree
2 235 (6.80%) Security Cleared
3 228 (6.60%) PhD
4 114 (3.30%) SC Cleared
5 101 (2.92%) DV Cleared
6 28 (0.81%) Microsoft Certification
7 25 (0.72%) CISSP
8 24 (0.69%) Cisco Certification
9 22 (0.64%) MCSE
10 13 (0.38%) CCIE
11 12 (0.35%) CISM
11 12 (0.35%) GIAC
11 12 (0.35%) SANS
12 11 (0.32%) CCNA
12 11 (0.32%) Linux+ Certification
12 11 (0.32%) Network+ Certification
12 11 (0.32%) SSCP
13 9 (0.26%) CRISC
14 7 (0.20%) CCDE
14 7 (0.20%) IBM Certification
Quality Assurance & Compliance
1 116 (3.36%) Data Quality
2 45 (1.30%) QA
3 16 (0.46%) SLA
4 8 (0.23%) ISAE 3402
4 8 (0.23%) ISO/IEC 27001
4 8 (0.23%) SSAE 16
5 3 (0.087%) SDET
6 2 (0.058%) COBIT
7 1 (0.029%) Actionable Recommendations
System Software
1 343 (9.92%) HDFS
2 238 (6.89%) Docker
3 202 (5.84%) Apache Flume
4 84 (2.43%) Apache ZooKeeper
5 72 (2.08%) Virtual Machines
5 72 (2.08%) VirtualBox
6 57 (1.65%) VMware Infrastructure
7 26 (0.75%) KVM
8 24 (0.69%) Active Directory
9 22 (0.64%) Xen
10 14 (0.41%) iptables
10 14 (0.41%) NFS
11 12 (0.35%) Hyper-V
11 12 (0.35%) vSphere
12 9 (0.26%) Veritas Cluster Server
13 8 (0.23%) Firmware
14 7 (0.20%) Btrfs
15 6 (0.17%) Snort
16 4 (0.12%) Oracle RAC
16 4 (0.12%) SRDF
Systems Management
1 290 (8.39%) Puppet
2 198 (5.73%) Opscode Chef
3 165 (4.77%) Ansible
4 137 (3.96%) Oozie
5 131 (3.79%) Hadoop YARN
6 69 (2.00%) Mesos
7 47 (1.36%) Kibana
8 46 (1.33%) Kubernetes
9 45 (1.30%) Ambari
10 43 (1.24%) logstash
11 41 (1.19%) Nagios
11 41 (1.19%) Salt
12 34 (0.98%) ZABBIX
13 20 (0.58%) yum
14 19 (0.55%) CA Single Sign-On
15 18 (0.52%) HAProxy
16 15 (0.43%) SELinux
17 13 (0.38%) ArcSight ESM
17 13 (0.38%) Graphite
18 12 (0.35%) Packer
Vendors
1 581 (16.81%) Oracle
2 346 (10.01%) Cloudera
3 341 (9.87%) Tableau
4 264 (7.64%) Hortonworks
5 251 (7.26%) Microsoft
6 161 (4.66%) Informatica
7 147 (4.25%) IBM
8 136 (3.94%) Teradata
9 134 (3.88%) SAP
10 132 (3.82%) Google
11 113 (3.27%) Netezza
12 83 (2.40%) MapR
13 77 (2.23%) Facebook
14 75 (2.17%) Talend
15 68 (1.97%) VMware
16 66 (1.91%) Greenplum
16 66 (1.91%) Red Hat
16 66 (1.91%) Splunk
17 59 (1.71%) MicroStrategy
18 58 (1.68%) Twitter
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £28000 - £40000 per annum + Bens
Posted: 7 hours ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 3 hours ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 3 hours ago
London
McGregor Boyall
Salary: £65000 - £85000 per annum + Benefits
Posted: 7 hours ago
Cambridgeshire
Montash
Salary: £60000 per annum + Flexible Benefits
Posted: 5 hours ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 2 hours ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 2 hours ago
London
Burns Sheehan
Salary: £70000 - £90000 per annum
Posted: 5 hours ago
City, London
Acumin
Salary: From £70,000 to £75,000 per annum
Posted: 7 hours ago
Leeds, West Yorkshire
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + negotiable
Posted: 8 hours ago
West London
Bentley Whitaker
Salary: From £45,000 to £75,000 per annum + bonus + Pension + good company ben
Posted: 5 hours ago
Bristol, Avon
Ability Resourcing
Salary: £45000 - £60000 per annum + Options (Early Stage)
Posted: 7 hours ago
South East
HFG
Salary: Negotiable & 100% tax free
Posted: 4 hours ago
Havant, Hampshire
Executive Recruitment Services (ERS)
Salary: £60000 - £90000 per annum + Pension, Healthcare, Free Parking
Posted: 7 hours ago
London
McGregor Boyall
Salary: £550 - £650 per day
Posted: 4 hours ago
Leatherhead, Surrey
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: 2 days ago
Reading, Berkshire
ANSON MCCADE
Salary: £65,000 - £75,000
Posted: 2 days ago
London
TEKsystems
Salary: £450 - £500 per annum
Posted: 22 hours ago
London
Calibre Search Ltd
Salary: £500 - £90000 per annum
Posted: 5 hours ago
Gloucestershire
Executive Recruitment Services (ERS)
Posted: Yesterday
Bournemouth, Dorset
Circle Recruitment
Salary: bonus+bens
Posted: 23 hours ago
Croydon, Surrey
Circle Recruitment
Salary: benefits + Bonus
Posted: 23 hours ago
Manchester, Lancashire
Oscar
Salary: £40000 - £60000 per annum
Posted: 23 hours ago
Chester, Cheshire
Oscar
Salary: £40000 - £60000 per annum
Posted: 23 hours ago
City, London
Oscar
Salary: £40000 - £60000 per annum
Posted: 23 hours ago
London
Lawrence Harvey Enterprise
Salary: £80000 - £100000 per annum + bonus + extensive corp bens
Posted: Yesterday
Salford, Lancashire
Integrity IT Solutions
Salary: Up to £50K
Posted: Yesterday
Leatherhead, Surrey
ANSON MCCADE
Salary: £58 000 - £75 000 (+ top tier package and benefits!!!)
Posted: 2 days ago
Reading, Berkshire
ANSON MCCADE
Salary: £58 000 - £75 000 (+ top tier package and benefits!!!)
Posted: 2 days ago
London
Client Server
Salary: £95k to £140k + equity + benefits
Posted: Yesterday