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

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 198 223 323
Rank change year-on-year
+25 +100
Permanent jobs citing Hadoop 1572 1637 1028
As % of all permanent IT jobs located in the UK 1.64% 1.51% 0.91%
As % of the Database & Business Intelligence category 5.56% 4.91% 2.90%
Number of salaries quoted 1253 1298 881
Median salary £60,000 £65,000 £60,000
Median salary % change year-on-year
-7.69% +8.33%
90% offered a salary of more than £42,500 £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%

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
28285 33356 35410
As % of all permanent IT jobs located in the UK 29.58% 30.81% 31.41%
Number of salaries quoted 24064 28214 29711
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 £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 27 September 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 27 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
England +18 1483 £62,500 -3.84% 218
London -12 922 £72,500 +7.40% 142
South East +60 187 £51,500 -1.90% 21
South West +77 159 £50,000 -12.28% 12
City of London 0 151 £77,500 +8.77% 23
Gloucestershire +34 67 £49,250 -21.20% 5
Yorkshire +39 64 £50,000 +5.26% 6
North West +16 63 £52,500 +7.14% 24
Scotland +48 61 £50,000 -16.66% 5
West Yorkshire +35 57 £50,000 +5.26% 4
Manchester +5 56 £55,000 +14.58% 17
East of England +21 53 £52,500 -22.22% 5
Surrey +26 49 £60,000 +14.28% 6
Leeds +39 45 £45,000 -5.26% 3
Berkshire +10 39 £47,500 +2.70% 2
Staines +17 33 £60,000 +27.65% 2
Hampshire +9 33 £50,000 -2.91% 3
Reading +21 32 £49,500 +23.75% 1
Edinburgh +27 29 £47,500 -13.63% 2
Glasgow +16 26 £40,000 -33.33% 3
Somerset +12 26 £42,750 +26.66% 3
Cheltenham -10 26 £55,000 -15.38% 3
Milton Keynes +32 25 £33,000 - 1
Buckinghamshire +10 25 £33,000 -47.20% 2
Bristol +4 21 £62,500 - 2
Devon - 21 £50,000 -
Chiswick - 21 £55,000 -
Exeter - 20 £50,000 -
Cambridgeshire -10 19 £52,500 -25.00% 1
Wales +23 18 £43,000 +104.76% 2

Hadoop
Top 30 Related IT Skills

For the 6 months to 27 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 with a requirement for Hadoop.

1 2111 (65.38%) Big Data
2 1793 (55.53%) Java
3 1327 (41.10%) Agile Software Development
4 1252 (38.77%) Apache Spark
5 1170 (36.23%) Python
6 1150 (35.61%) SQL
7 1102 (34.13%) Analytics
8 941 (29.14%) NoSQL
9 777 (24.06%) Apache Hive
10 772 (23.91%) MongoDB
11 745 (23.07%) Scala
12 718 (22.24%) Business Intelligence
13 682 (21.12%) Linux
14 662 (20.50%) Finance
15 645 (19.98%) Apache Cassandra
16 631 (19.54%) Software Engineering
17 584 (18.09%) Amazon AWS
18 571 (17.68%) Degree
19 567 (17.56%) Analytical Skills
20 539 (16.69%) ETL
21 536 (16.60%) Oracle
22 534 (16.54%) SQL Server
23 532 (16.48%) Scrum
24 510 (15.79%) Data Analytics
25 489 (15.14%) R
26 476 (14.74%) Data Warehouse
27 467 (14.46%) Apache Pig
28 456 (14.12%) MapReduce
29 454 (14.06%) TDD
30 453 (14.03%) Machine Learning

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 1252 (38.77%) Apache Spark
2 467 (14.46%) Apache Pig
3 356 (11.03%) Elasticsearch
4 325 (10.07%) SAS
5 290 (8.98%) Apache
6 143 (4.43%) Apache Solr
7 116 (3.59%) JBoss
8 75 (2.32%) Tomcat
9 73 (2.26%) nginx
10 55 (1.70%) OpenStack
11 52 (1.61%) WebLogic
12 39 (1.21%) Jetty
13 37 (1.15%) Confluence
13 37 (1.15%) WebSphere
14 31 (0.96%) IIS
15 27 (0.84%) WildFly
16 26 (0.81%) GlassFish
17 21 (0.65%) WebSphere Application Server
18 18 (0.56%) CMS
19 17 (0.53%) SharePoint
Applications
1 142 (4.40%) MS Excel
2 117 (3.62%) SPSS
3 31 (0.96%) MS PowerPoint
4 12 (0.37%) MS Office
5 11 (0.34%) GNU Octave
6 8 (0.25%) MS Project
6 8 (0.25%) MS Visio
7 6 (0.19%) Stata
8 5 (0.15%) Gephi
8 5 (0.15%) Mathematica
8 5 (0.15%) Spreadsheet
9 2 (0.062%) CPLEX
10 1 (0.031%) Mathcad
Business Applications
1 40 (1.24%) SAP Oil and Gas
2 11 (0.34%) Bloomberg TOMS
3 7 (0.22%) Oracle BPM
4 6 (0.19%) BusinessWorks
4 6 (0.19%) SAP HR
4 6 (0.19%) Unica
5 5 (0.15%) Adobe Campaign
5 5 (0.15%) Cognos Business Intelligence
5 5 (0.15%) FastStats PeopleStage
6 4 (0.12%) Dynamics NAV
7 3 (0.093%) FastStats
7 3 (0.093%) Magento
8 2 (0.062%) RMDS
9 1 (0.031%) Dynamics AX
9 1 (0.031%) Oracle Applications
9 1 (0.031%) Oracle Receivables
9 1 (0.031%) SAP ERP
9 1 (0.031%) WebTrends
Cloud Services
1 584 (18.09%) Amazon AWS
2 261 (8.08%) Microsoft Azure
3 95 (2.94%) SaaS
4 90 (2.79%) Amazon S3
5 87 (2.69%) Google Cloud Platform
6 81 (2.51%) GitHub
7 76 (2.35%) Amazon EMR
8 74 (2.29%) Amazon EC2
9 72 (2.23%) Cloud Computing
10 36 (1.11%) PaaS
11 29 (0.90%) IaaS
11 29 (0.90%) IBM Cloud
12 18 (0.56%) AWS OpsWorks
13 12 (0.37%) AWS CloudFormation
14 10 (0.31%) AWS Lambda
15 8 (0.25%) Google Analytics
16 7 (0.22%) Amazon CloudWatch
16 7 (0.22%) Amazon ELB
16 7 (0.22%) Amazon Kinesis
16 7 (0.22%) Virtual Private Cloud
Communications & Networking
1 100 (3.10%) Internet
2 55 (1.70%) Firewall
3 54 (1.67%) TCP/IP
4 50 (1.55%) HTTP
5 37 (1.15%) DNS
6 28 (0.87%) SSL
7 23 (0.71%) Kerberos
8 17 (0.53%) LAN
8 17 (0.53%) WAN
9 15 (0.46%) LDAP
10 14 (0.43%) VPN
11 11 (0.34%) FTP
11 11 (0.34%) SNMP
12 9 (0.28%) SAN
12 9 (0.28%) Wi-Fi
13 8 (0.25%) 3G
13 8 (0.25%) DHCP
13 8 (0.25%) HSPA
13 8 (0.25%) LTE
13 8 (0.25%) SMPP
Database & Business Intelligence
1 2111 (65.38%) Big Data
2 941 (29.14%) NoSQL
3 777 (24.06%) Apache Hive
4 772 (23.91%) MongoDB
5 645 (19.98%) Apache Cassandra
6 534 (16.54%) SQL Server
7 476 (14.74%) Data Warehouse
8 414 (12.82%) HBase
9 397 (12.29%) MySQL
10 360 (11.15%) Relational Database
11 288 (8.92%) PostgreSQL
12 225 (6.97%) Data Mining
13 207 (6.41%) RDBMS
14 178 (5.51%) SQL Server Reporting Services
15 171 (5.30%) SQL Server Integration Services
16 157 (4.86%) QlikView
17 146 (4.52%) Neo4j
18 144 (4.46%) Impala
19 132 (4.09%) Redis
20 124 (3.84%) Amazon Redshift
Development Applications
1 352 (10.90%) Git (software)
2 268 (8.30%) Jenkins
3 148 (4.58%) JIRA
4 111 (3.44%) JUnit
5 92 (2.85%) Maven
6 86 (2.66%) Vagrant
7 83 (2.57%) Subversion
8 70 (2.17%) Talend Open Studio
9 49 (1.52%) Cucumber
10 41 (1.27%) TeamCity
11 38 (1.18%) Selenium
12 31 (0.96%) Atlassian Bamboo
12 31 (0.96%) JBehave
12 31 (0.96%) Sonatype Nexus
12 31 (0.96%) TestNG
13 30 (0.93%) Hudson
14 28 (0.87%) Mockito
15 25 (0.77%) IntelliJ
16 24 (0.74%) Eclipse
16 24 (0.74%) Octopus Deploy
General
1 662 (20.50%) Finance
2 232 (7.18%) Banking
3 184 (5.70%) Marketing
4 177 (5.48%) Retail
5 135 (4.18%) Games
6 110 (3.41%) Telecoms
7 91 (2.82%) Investment Banking
8 76 (2.35%) Advertising
9 61 (1.89%) Manufacturing
10 51 (1.58%) Legal
11 50 (1.55%) Front Office
12 42 (1.30%) Law
13 27 (0.84%) Electronics
14 17 (0.53%) French Language
15 12 (0.37%) Aerospace
16 11 (0.34%) Back Office
17 10 (0.31%) Publishing
18 9 (0.28%) Multimedia
18 9 (0.28%) Pharmaceutical
19 8 (0.25%) Automotive
Job Titles
1 1198 (37.10%) Developer
2 615 (19.05%) Java Developer
3 467 (14.46%) Architect
4 334 (10.34%) Data Architect
5 301 (9.32%) Data Scientist
5 301 (9.32%) Senior Developer
6 271 (8.39%) Big Data Developer
7 240 (7.43%) Big Data Architect
8 227 (7.03%) Software Engineer
9 225 (6.97%) Hadoop Developer
10 212 (6.57%) Data Engineer
11 187 (5.79%) Senior Java Developer
12 182 (5.64%) Consultant
13 173 (5.36%) Java Engineer
14 167 (5.17%) Big Data Engineer
15 156 (4.83%) Analyst
16 130 (4.03%) Scala Developer
17 126 (3.90%) Data Consultant
18 122 (3.78%) Java Hadoop Developer
19 108 (3.34%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 302 (9.35%) Kafka
2 293 (9.07%) Spring
3 252 (7.80%) HTML
4 226 (7.00%) Web Services
5 223 (6.91%) AngularJS
6 210 (6.50%) .NET
7 205 (6.35%) Hibernate
8 182 (5.64%) Node.js
9 173 (5.36%) CSS
10 171 (5.30%) REST
11 119 (3.69%) HTML5
12 114 (3.53%) XML
13 109 (3.38%) Java EE
14 106 (3.28%) Lucene
15 100 (3.10%) J2EE
16 99 (3.07%) RESTful
17 97 (3.00%) JSON
18 93 (2.88%) Akka
19 92 (2.85%) D3.js
20 89 (2.76%) jQuery
Miscellaneous
1 567 (17.56%) Analytical Skills
2 398 (12.33%) Computer Science
3 358 (11.09%) Visualisation
4 232 (7.18%) Algorithms
5 222 (6.88%) Mathematics
6 163 (5.05%) Statistics
7 99 (3.07%) Data Integration
8 85 (2.63%) Data Structures
9 74 (2.29%) Data Centre
10 72 (2.23%) Management Information System
11 70 (2.17%) User Experience
12 66 (2.04%) Fintech
13 64 (1.98%) Artificial Intelligence
13 64 (1.98%) Physics
14 51 (1.58%) Cyberthreat
15 48 (1.49%) Derivative
16 41 (1.27%) Foreign Exchange (FX)
17 39 (1.21%) Public Cloud
18 37 (1.15%) Internet of Things
19 36 (1.11%) Neural Network
Operating Systems
1 682 (21.12%) Linux
2 226 (7.00%) Unix
3 165 (5.11%) Windows
4 87 (2.69%) Android
5 80 (2.48%) Apple iOS
6 67 (2.07%) CentOS
7 50 (1.55%) Ubuntu
8 48 (1.49%) Red Hat Enterprise Linux
9 30 (0.93%) Windows Server
10 18 (0.56%) Debian
10 18 (0.56%) Mac OS X
11 17 (0.53%) Solaris
12 7 (0.22%) Mac OS
12 7 (0.22%) Windows Server 2003
13 6 (0.19%) CoreOS
14 4 (0.12%) Windows Server 2012
15 3 (0.093%) Tizen
15 3 (0.093%) Windows 10
15 3 (0.093%) Windows 7
15 3 (0.093%) Windows 8
Processes & Methodologies
1 1327 (41.10%) Agile Software Development
2 1102 (34.13%) Analytics
3 718 (22.24%) Business Intelligence
4 631 (19.54%) Software Engineering
5 539 (16.69%) ETL
6 532 (16.48%) Scrum
7 510 (15.79%) Data Analytics
8 456 (14.12%) MapReduce
9 454 (14.06%) TDD
10 453 (14.03%) Machine Learning
11 386 (11.95%) Open Source
12 344 (10.65%) DevOps
13 304 (9.41%) Continuous Integration
14 265 (8.21%) Data Modelling
15 246 (7.62%) Data Analysis
16 242 (7.49%) Data Visualisation
17 214 (6.63%) E-Commerce
18 196 (6.07%) Kanban
19 192 (5.95%) Data Management
19 192 (5.95%) OO
Programming Languages
1 1793 (55.53%) Java
2 1170 (36.23%) Python
3 1150 (35.61%) SQL
4 745 (23.07%) Scala
5 489 (15.14%) R
6 437 (13.53%) JavaScript
7 399 (12.36%) C#
8 344 (10.65%) C++
9 218 (6.75%) Perl
10 195 (6.04%) Ruby
11 183 (5.67%) PHP
12 177 (5.48%) C
13 172 (5.33%) MATLAB
14 164 (5.08%) Bash Shell
15 163 (5.05%) Shell Script
16 153 (4.74%) T-SQL
17 105 (3.25%) Clojure
18 77 (2.38%) PL/SQL
19 65 (2.01%) PowerShell
20 61 (1.89%) VBA
Qualifications
1 571 (17.68%) Degree
2 243 (7.53%) Security Cleared
3 191 (5.92%) PhD
4 103 (3.19%) DV Cleared
5 101 (3.13%) SC Cleared
6 29 (0.90%) Cisco Certification
6 29 (0.90%) Microsoft Certification
7 26 (0.81%) CISSP
8 25 (0.77%) MCSE
9 19 (0.59%) GIAC
10 18 (0.56%) CCNA
11 16 (0.50%) SANS
12 15 (0.46%) Linux+ Certification
12 15 (0.46%) Network+ Certification
12 15 (0.46%) SSCP
13 11 (0.34%) CCIE
13 11 (0.34%) Postgraduate
14 9 (0.28%) CISM
15 7 (0.22%) IBM Certification
16 6 (0.19%) MCP
Quality Assurance & Compliance
1 98 (3.03%) Data Quality
2 47 (1.46%) QA
3 18 (0.56%) SLA
4 7 (0.22%) ISO/IEC 27001
5 6 (0.19%) SDET
6 5 (0.15%) ISAE 3402
6 5 (0.15%) SSAE 16
7 3 (0.093%) Basel III
7 3 (0.093%) Dodd-Frank
8 2 (0.062%) COBIT
8 2 (0.062%) GCP
8 2 (0.062%) MiFID
8 2 (0.062%) PCI DSS
9 1 (0.031%) Actionable Recommendations
9 1 (0.031%) IAS 39
9 1 (0.031%) ISO 9001
System Software
1 261 (8.08%) HDFS
2 232 (7.18%) Docker
3 174 (5.39%) Apache Flume
4 63 (1.95%) Apache ZooKeeper
5 56 (1.73%) Virtual Machines
6 51 (1.58%) VirtualBox
7 45 (1.39%) VMware Infrastructure
8 20 (0.62%) Active Directory
9 19 (0.59%) Hyper-V
9 19 (0.59%) KVM
10 15 (0.46%) Xen
11 11 (0.34%) NFS
12 9 (0.28%) LXC
12 9 (0.28%) Oracle RAC
12 9 (0.28%) Tivoli Workload Scheduler
13 7 (0.22%) Firmware
13 7 (0.22%) iptables
13 7 (0.22%) vSphere
14 6 (0.19%) Snort
15 5 (0.15%) Btrfs
Systems Management
1 273 (8.45%) Puppet
2 191 (5.92%) Opscode Chef
3 183 (5.67%) Ansible
4 132 (4.09%) Oozie
5 101 (3.13%) Hadoop YARN
6 49 (1.52%) Kibana
7 48 (1.49%) Nagios
8 47 (1.46%) Mesos
9 46 (1.42%) Kubernetes
10 43 (1.33%) logstash
10 43 (1.33%) Salt
11 35 (1.08%) Ambari
12 32 (0.99%) ZABBIX
13 19 (0.59%) HAProxy
14 14 (0.43%) yum
15 13 (0.40%) CA Single Sign-On
16 12 (0.37%) Rundeck
17 11 (0.34%) Graphite
17 11 (0.34%) Tivoli
18 10 (0.31%) SELinux
Vendors
1 536 (16.60%) Oracle
2 316 (9.79%) Tableau
3 273 (8.45%) Cloudera
4 248 (7.68%) Microsoft
5 207 (6.41%) Hortonworks
6 139 (4.30%) SAP
7 128 (3.96%) Google
8 125 (3.87%) Informatica
9 117 (3.62%) IBM
10 100 (3.10%) Teradata
11 85 (2.63%) Netezza
12 72 (2.23%) Splunk
13 70 (2.17%) Talend
14 65 (2.01%) Red Hat
15 63 (1.95%) VMware
16 59 (1.83%) Cognos
17 58 (1.80%) MapR
18 51 (1.58%) Facebook
18 51 (1.58%) MicroStrategy
19 45 (1.39%) SaltStack
City, London
Experis Ltd
Salary: £40000 - £65000 per annum + Benefits
Posted: 4 hours ago
North East
Sanderson
Salary: £35000 - £55000 per annum + Benefits
Posted: 21 minutes ago
London
Harvey Nash plc
Salary: £70000 - £80000 per annum + Benefits Package
Posted: 20 hours ago
London
Harvey Nash plc
Salary: £90000 - £95000 per annum + Benefits Package
Posted: 23 hours ago
London
Oliver Bernard
Salary: £80000 - £90000 per annum + bonus and benefits
Posted: 15 hours ago
City, London
Twenty Recruitment Group
Salary: £65000.00 - £75000 per annum + Benefits + Discretionary Bonus
Posted: 17 hours ago
City, London
ReThink Recruitment
Salary: 20% bonus
Posted: 22 hours ago
London
McGregor Boyall
Salary: £75000 - £90000 per annum + Benefits
Posted: 16 hours ago
Leeds, West Yorkshire
Lorien Resourcing
Posted: 21 hours ago
London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 16 hours ago
Guildford, Surrey
IntaPeople
Salary: £40000 - £60000 per annum
Posted: 19 hours ago
Middlesbrough, Cleveland
Solutions Recruitment
Salary: From £35,000 to £45,000 per annum
Posted: 17 hours ago
City, London
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: Yesterday
East London
Understanding Recruitment
Salary: £70000 - £90000 per annum + Bonus + Benefits
Posted: Yesterday
London
McGregor Boyall
Salary: £60000.00 - £85000 per annum
Posted: 3 days ago
London
Miller Maxwell Ltd
Salary: From £45,000 to £65,000 per annum Dependent on Experience
Posted: 16 hours ago
Colchester, Essex
Polar Recruitment
Salary: £55000 - £65000 per annum + life insurance, pension, 25 days hols
Posted: Yesterday
London
Parallel Consulting
Posted: 15 hours ago
London
Twenty Recruitment Group
Salary: £65000.00 - £70000.00 per annum
Posted: 22 hours ago
Gloucestershire
Informatiq Consulting
Salary: £25000 - £55000 per annum + Benefits
Posted: Yesterday
West London
Deanslist Limited
Salary: From £45,000 to £55,000 per annum + Stock options + Benefits
Posted: 22 hours ago
West London
Hiring People
Salary: £60k - 80k per year
Posted: 21 hours ago
London
Tiro Partners
Salary: £60000 - £75000 per annum + great benefits
Posted: 11 hours ago
Cheltenham, Gloucestershire
Informatiq Consulting
Posted: Yesterday
London
Calibre Search Ltd
Salary: £60000 - £100000.00 per annum
Posted: Yesterday
Manchester, Lancashire
Oscar
Salary: £40000 - £50000 per annum + Bonus and Benefits
Posted: 3 days ago
Manchester, Lancashire
Oscar
Salary: £40000 - £50000 per annum + Benefits
Posted: 3 days ago
London
Parallel Consulting
Salary: £50000 - £70000 per annum
Posted: 3 days ago
London
Ability Resourcing
Salary: £55000 - £65000 per annum
Posted: 4 days ago
Central London / West End
Evolution Recruitment Solutions
Salary: 65,000 - 75,000
Posted: 22 hours ago