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

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 180 210 301
Rank change year-on-year
+30 +91
Permanent jobs citing Hadoop 1691 1735 1136
As % of all permanent IT jobs located in the UK 1.89% 1.63% 1.00%
As % of the Database & Business Intelligence category 6.28% 5.13% 3.26%
Number of salaries quoted 1385 1422 987
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 £43,800 £40,000
10% offered a salary of more than £90,000 £90,000 £85,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

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
26917 33852 34865
As % of all permanent IT jobs located in the UK 30.03% 31.88% 30.73%
Number of salaries quoted 23078 28486 29792
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 £70,000 £70,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 9 December 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 9 December 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 +23 1605 £65,000 - 224
London -1 981 £72,500 +7.40% 137
South East +98 189 £55,000 +2.32% 27
South West +97 177 £52,500 - 14
City of London -20 132 £72,500 +11.53% 31
North West +37 102 £55,500 +5.71% 20
Manchester +44 86 £57,000 +7.54% 15
Gloucestershire +8 73 £52,500 - 10
West Midlands +18 51 £63,750 +10.86% 1
Surrey +34 44 £68,750 +10.00% 7
Berkshire +47 40 £50,000 - 10
Bristol +41 38 £60,000 -7.69% 3
East of England +11 38 £55,000 +10.00% 10
Somerset +37 37 £42,500 +13.33% 1
Scotland +14 36 £47,500 +5.55% 8
Wales +17 32 £57,500 +173.80% 1
Hampshire +17 32 £52,500 +5.00% 5
Yorkshire +13 31 £50,000 +5.26% 11
Birmingham - 31 £65,000 -
South Wales +29 30 £60,000 +185.71% 1
West Yorkshire +17 28 £50,000 +5.26% 7
Leeds +18 27 £46,500 -2.10% 6
Cheltenham -6 23 £55,000 -26.66% 2
Reading +41 20 £50,000 +25.00% 7
Cardiff - 20 £57,500 -
Oxfordshire +52 18 £60,000 -45.45% 2
West Sussex +38 18 £60,000 +0.84% 1
Edinburgh +11 18 £60,000 +46.34% 6
Glasgow +14 17 £40,000 -15.78% 1
North East +15 16 £45,000 -10.00% 3

Hadoop
Top 30 Related IT Skills

For the 6 months to 9 December 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 2050 (63.39%) Big Data
2 1837 (56.80%) Java
3 1466 (45.33%) Agile Software Development
4 1340 (41.43%) Apache Spark
5 1247 (38.56%) Python
6 1018 (31.48%) SQL
7 992 (30.67%) Analytics
8 977 (30.21%) NoSQL
9 825 (25.51%) MongoDB
10 767 (23.72%) Apache Hive
11 745 (23.04%) Finance
12 719 (22.23%) Linux
13 711 (21.99%) Scala
14 646 (19.98%) Business Intelligence
15 638 (19.73%) Amazon AWS
16 616 (19.05%) Apache Cassandra
17 601 (18.58%) Software Engineering
18 555 (17.16%) Scrum
19 542 (16.76%) Oracle
20 508 (15.71%) SQL Server
21 501 (15.49%) ETL
22 497 (15.37%) Degree
23 478 (14.78%) HBase
24 471 (14.56%) JavaScript
25 469 (14.50%) TDD
26 462 (14.29%) Apache Pig
27 452 (13.98%) C#
28 443 (13.70%) Analytical Skills
29 442 (13.67%) R
30 429 (13.27%) Data Warehouse

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 1340 (41.43%) Apache Spark
2 462 (14.29%) Apache Pig
3 375 (11.60%) Elasticsearch
4 342 (10.58%) Apache
5 263 (8.13%) SAS
6 175 (5.41%) Apache Solr
7 161 (4.98%) Tomcat
8 128 (3.96%) JBoss
9 120 (3.71%) OpenStack
10 104 (3.22%) WebSphere
11 90 (2.78%) WebLogic
12 89 (2.75%) Jetty
13 53 (1.64%) Confluence
14 52 (1.61%) nginx
15 45 (1.39%) IIS
16 26 (0.80%) Oracle SOA Suite
17 24 (0.74%) Oracle HTTP Server
18 23 (0.71%) Oracle Coherence
19 21 (0.65%) WebSphere Application Server
20 15 (0.46%) SharePoint
Applications
1 121 (3.74%) SPSS
2 106 (3.28%) MS Excel
3 39 (1.21%) MS PowerPoint
4 11 (0.34%) GNU Octave
5 9 (0.28%) MS Visio
6 8 (0.25%) Stata
7 5 (0.15%) Gephi
7 5 (0.15%) Mathematica
7 5 (0.15%) MS Office
7 5 (0.15%) MS Project
8 3 (0.093%) Spreadsheet
9 2 (0.062%) CPLEX
10 1 (0.031%) Mingle
10 1 (0.031%) S-PLUS
Business Applications
1 32 (0.99%) SAP Oil and Gas
2 24 (0.74%) RMDS
3 11 (0.34%) Bloomberg TOMS
4 7 (0.22%) BusinessWorks
4 7 (0.22%) Oracle BPM
4 7 (0.22%) SAP HR
5 6 (0.19%) FastStats
6 5 (0.15%) Magento
7 4 (0.12%) Cognos Business Intelligence
8 1 (0.031%) Dynamics NAV
8 1 (0.031%) SAP ERP
8 1 (0.031%) Unica
8 1 (0.031%) WebTrends
Cloud Services
1 638 (19.73%) Amazon AWS
2 301 (9.31%) Microsoft Azure
3 112 (3.46%) SaaS
4 89 (2.75%) Google Cloud Platform
5 84 (2.60%) Amazon S3
6 78 (2.41%) Amazon EMR
7 68 (2.10%) GitHub
8 65 (2.01%) Amazon EC2
9 56 (1.73%) Cloud Computing
10 41 (1.27%) PaaS
11 30 (0.93%) IaaS
12 21 (0.65%) Sumo Logic
13 19 (0.59%) IBM Cloud
14 18 (0.56%) Google Analytics
15 13 (0.40%) AWS OpsWorks
16 12 (0.37%) AWS Lambda
17 11 (0.34%) Amazon CloudWatch
18 10 (0.31%) Amazon Kinesis
19 8 (0.25%) AWS CloudFormation
20 7 (0.22%) Virtual Private Cloud
Communications & Networking
1 102 (3.15%) Internet
2 77 (2.38%) HTTP
3 50 (1.55%) TCP/IP
4 41 (1.27%) Kerberos
5 35 (1.08%) Firewall
6 31 (0.96%) LAN
6 31 (0.96%) WAN
7 27 (0.83%) NAS
7 27 (0.83%) SAN
8 26 (0.80%) DNS
9 25 (0.77%) Multicast
9 25 (0.77%) SSL
10 24 (0.74%) FCoE
11 23 (0.71%) Fibre Channel
12 22 (0.68%) iSCSI
13 18 (0.56%) FTP
14 16 (0.49%) LDAP
15 10 (0.31%) Network Security
16 9 (0.28%) SMPP
16 9 (0.28%) Wireshark
Database & Business Intelligence
1 2050 (63.39%) Big Data
2 977 (30.21%) NoSQL
3 825 (25.51%) MongoDB
4 767 (23.72%) Apache Hive
5 616 (19.05%) Apache Cassandra
6 508 (15.71%) SQL Server
7 478 (14.78%) HBase
8 429 (13.27%) Data Warehouse
9 425 (13.14%) Relational Database
10 391 (12.09%) MySQL
11 260 (8.04%) RDBMS
12 244 (7.54%) PostgreSQL
13 176 (5.44%) Redis
14 165 (5.10%) Neo4j
15 159 (4.92%) SQL Server Integration Services
16 141 (4.36%) Data Mining
17 135 (4.17%) Impala
18 134 (4.14%) Amazon Redshift
19 121 (3.74%) SQL Server Reporting Services
20 107 (3.31%) Pentaho
Development Applications
1 296 (9.15%) Git (software)
2 207 (6.40%) Jenkins
3 151 (4.67%) JIRA
4 91 (2.81%) Vagrant
5 84 (2.60%) Talend Open Studio
6 75 (2.32%) Subversion
7 71 (2.20%) Maven
8 68 (2.10%) JUnit
9 48 (1.48%) Selenium
10 46 (1.42%) Atlassian Bamboo
11 35 (1.08%) TestNG
12 33 (1.02%) Sonatype Nexus
13 29 (0.90%) Cucumber
14 27 (0.83%) TeamCity
15 25 (0.77%) Mockito
16 24 (0.74%) Gradle
16 24 (0.74%) IntelliJ
17 22 (0.68%) Ant
17 22 (0.68%) Team Foundation Server
18 17 (0.53%) Visual Studio
General
1 745 (23.04%) Finance
2 369 (11.41%) Banking
3 196 (6.06%) Retail
4 166 (5.13%) Marketing
5 139 (4.30%) Investment Banking
6 122 (3.77%) Games
7 108 (3.34%) Telecoms
8 64 (1.98%) Front Office
9 54 (1.67%) Manufacturing
10 50 (1.55%) Advertising
11 39 (1.21%) Legal
12 30 (0.93%) Electronics
13 26 (0.80%) Military
14 24 (0.74%) Law
15 21 (0.65%) Automotive
16 17 (0.53%) Multimedia
17 16 (0.49%) Back Office
18 15 (0.46%) French Language
19 13 (0.40%) Publishing
20 12 (0.37%) Online Betting
Job Titles
1 1183 (36.58%) Developer
2 616 (19.05%) Java Developer
3 492 (15.21%) Architect
4 313 (9.68%) Data Architect
5 311 (9.62%) Senior Developer
6 271 (8.38%) Data Scientist
7 263 (8.13%) Data Engineer
8 241 (7.45%) Software Engineer
9 224 (6.93%) Big Data Developer
10 222 (6.86%) Big Data Architect
11 188 (5.81%) Big Data Engineer
12 178 (5.50%) Hadoop Developer
13 177 (5.47%) Senior Java Developer
14 166 (5.13%) Java Engineer
15 161 (4.98%) Consultant
16 133 (4.11%) Scala Developer
17 123 (3.80%) Software Developer
18 120 (3.71%) Analyst
19 106 (3.28%) Data Consultant
20 96 (2.97%) Administrator
Libraries, Frameworks & Software Standards
1 370 (11.44%) Spring
2 342 (10.58%) AngularJS
3 303 (9.37%) HTML
4 272 (8.41%) Web Services
5 261 (8.07%) Kafka
6 234 (7.24%) Node.js
7 217 (6.71%) Hibernate
8 213 (6.59%) .NET
9 190 (5.88%) CSS
10 180 (5.57%) REST
11 144 (4.45%) HTML5
12 142 (4.39%) J2EE
13 141 (4.36%) Java EE
14 126 (3.90%) jQuery
15 125 (3.87%) ELK Stack
15 125 (3.87%) XML
16 116 (3.59%) Lucene
17 115 (3.56%) React
18 114 (3.53%) Middleware
19 98 (3.03%) RESTful
Miscellaneous
1 443 (13.70%) Analytical Skills
2 339 (10.48%) Computer Science
3 308 (9.52%) Visualisation
4 264 (8.16%) Algorithms
5 204 (6.31%) Mathematics
6 172 (5.32%) Statistics
7 96 (2.97%) Data Integration
8 80 (2.47%) Data Structures
9 79 (2.44%) Fintech
9 79 (2.44%) Management Information System
10 69 (2.13%) Data Centre
11 58 (1.79%) Derivative
12 56 (1.73%) Physics
13 55 (1.70%) Foreign Exchange (FX)
14 47 (1.45%) Credit Risk
15 45 (1.39%) PKI
16 40 (1.24%) Blog
16 40 (1.24%) User Experience
17 38 (1.18%) Public Cloud
18 33 (1.02%) Internet of Things
Operating Systems
1 719 (22.23%) Linux
2 231 (7.14%) Unix
3 130 (4.02%) Windows
4 99 (3.06%) Android
5 91 (2.81%) Apple iOS
6 82 (2.54%) CentOS
7 75 (2.32%) Red Hat Enterprise Linux
8 46 (1.42%) Ubuntu
9 36 (1.11%) Solaris
10 16 (0.49%) Windows Server
11 13 (0.40%) Debian
12 8 (0.25%) Mac OS X
13 7 (0.22%) Windows Server 2003
14 6 (0.19%) Oracle Linux
15 4 (0.12%) CoreOS
16 3 (0.093%) Windows XP
17 2 (0.062%) Tizen
17 2 (0.062%) Windows Server 2008
17 2 (0.062%) Windows Server 2012
18 1 (0.031%) MVS
Processes & Methodologies
1 1466 (45.33%) Agile Software Development
2 992 (30.67%) Analytics
3 646 (19.98%) Business Intelligence
4 601 (18.58%) Software Engineering
5 555 (17.16%) Scrum
6 501 (15.49%) ETL
7 469 (14.50%) TDD
8 412 (12.74%) Machine Learning
9 405 (12.52%) Data Analytics
10 392 (12.12%) Open Source
11 379 (11.72%) MapReduce
12 370 (11.44%) DevOps
13 293 (9.06%) Data Modelling
14 290 (8.97%) Continuous Integration
15 227 (7.02%) SDLC
16 224 (6.93%) Mentoring
17 219 (6.77%) Kanban
18 214 (6.62%) Multithreading
19 196 (6.06%) OO
20 190 (5.88%) Data Architecture
Programming Languages
1 1837 (56.80%) Java
2 1247 (38.56%) Python
3 1018 (31.48%) SQL
4 711 (21.99%) Scala
5 471 (14.56%) JavaScript
6 452 (13.98%) C#
7 442 (13.67%) R
8 321 (9.93%) C++
9 305 (9.43%) Perl
10 202 (6.25%) C
11 199 (6.15%) Ruby
12 175 (5.41%) Bash Shell
13 151 (4.67%) PHP
14 143 (4.42%) MATLAB
15 119 (3.68%) Shell Script
16 110 (3.40%) T-SQL
17 96 (2.97%) Go
18 82 (2.54%) PL/SQL
19 65 (2.01%) Clojure
20 45 (1.39%) Haskell
Qualifications
1 497 (15.37%) Degree
2 246 (7.61%) Security Cleared
3 165 (5.10%) PhD
4 109 (3.37%) DV Cleared
5 97 (3.00%) SC Cleared
6 37 (1.14%) Cisco Certification
7 30 (0.93%) CISSP
7 30 (0.93%) Microsoft Certification
8 28 (0.87%) GIAC
9 27 (0.83%) CCNA
9 27 (0.83%) MCSE
10 21 (0.65%) SANS
11 20 (0.62%) Linux+ Certification
11 20 (0.62%) Network+ Certification
11 20 (0.62%) SSCP
12 12 (0.37%) Postgraduate
13 10 (0.31%) CCIE
13 10 (0.31%) ISEB
14 9 (0.28%) MCTS
14 9 (0.28%) Security+ Certification
Quality Assurance & Compliance
1 87 (2.69%) Data Quality
2 84 (2.60%) QA
3 20 (0.62%) SLA
4 13 (0.40%) ISO/IEC 27001
5 6 (0.19%) SDET
6 5 (0.15%) GCP
7 4 (0.12%) ISO 9001
8 3 (0.093%) Basel III
8 3 (0.093%) Dodd-Frank
8 3 (0.093%) MiFID
8 3 (0.093%) PCI DSS
9 2 (0.062%) COBIT
9 2 (0.062%) GPG13
9 2 (0.062%) IAS 39
10 1 (0.031%) Actionable Recommendations
System Software
1 240 (7.42%) HDFS
2 235 (7.27%) Docker
3 159 (4.92%) Apache Flume
4 85 (2.63%) VMware Infrastructure
5 63 (1.95%) Hyper-V
6 54 (1.67%) Apache ZooKeeper
7 41 (1.27%) Virtual Machines
8 32 (0.99%) KVM
8 32 (0.99%) Oracle RAC
9 27 (0.83%) Xen
10 26 (0.80%) NFS
11 25 (0.77%) VirtualBox
12 23 (0.71%) SRDF
13 10 (0.31%) Snort
14 9 (0.28%) Active Directory
14 9 (0.28%) Tivoli Workload Scheduler
14 9 (0.28%) vSphere
15 8 (0.25%) LXC
16 6 (0.19%) Firmware
16 6 (0.19%) Varnish
Systems Management
1 337 (10.42%) Puppet
2 253 (7.82%) Opscode Chef
3 245 (7.58%) Ansible
4 156 (4.82%) Oozie
5 101 (3.12%) Hadoop YARN
6 85 (2.63%) Salt
7 76 (2.35%) logstash
8 74 (2.29%) Kibana
9 53 (1.64%) Nagios
10 47 (1.45%) Kubernetes
11 37 (1.14%) Ambari
12 28 (0.87%) ZABBIX
13 25 (0.77%) Mesos
14 18 (0.56%) Grafana
14 18 (0.56%) Riemann
15 17 (0.53%) Opsview
16 12 (0.37%) Tivoli
17 11 (0.34%) Graphite
17 11 (0.34%) Graylog
17 11 (0.34%) HAProxy
Vendors
1 542 (16.76%) Oracle
2 257 (7.95%) Tableau
3 236 (7.30%) Microsoft
4 232 (7.17%) Cloudera
5 153 (4.73%) Hortonworks
6 130 (4.02%) Google
7 117 (3.62%) SAP
8 116 (3.59%) Splunk
9 106 (3.28%) VMware
10 105 (3.25%) IBM
11 84 (2.60%) Talend
12 81 (2.50%) Informatica
13 79 (2.44%) Red Hat
14 76 (2.35%) Teradata
15 66 (2.04%) Cognos
16 61 (1.89%) Cisco
17 57 (1.76%) Sybase
18 54 (1.67%) TIBCO
19 44 (1.36%) MapR
20 43 (1.33%) SaltStack
Cambridge, Cambridgeshire
Churchill Frank
Salary: £55000 - £65000 per annum + Bonus
Posted: 4 hours ago
Chester, Cheshire
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: 6 hours ago
London
Churchill Frank
Salary: £70000 - £80000 per annum
Posted: 4 hours ago
London
First Point
Salary: £60000.00 - £90000.00 per annum + Package
Posted: 12 hours ago
South East London
Client Server
Salary: £75k to £90k + benefits
Posted: 5 hours ago
London
Harvey Nash plc
Salary: £70000 - £115000 per annum
Posted: 11 hours ago
London
We Are Aspire Ltd
Salary: £45000 - £65000 per annum + Depending on Experience
Posted: 11 hours ago
London
Colston Consulting
Salary: £60000 - £85000 per annum, Benefits Excellent Benefit and Bonus
Posted: 4 hours ago
London
Colston Consulting
Salary: £80000 - £120000 per annum, Benefits Excellent benefits
Posted: 4 hours ago
City, London
Client Server
Salary: £55k to £65k + benefits
Posted: 5 hours ago
London
Oliver James Associates
Salary: £50000 - £75000 per annum + pension, healthcare, equity, bonus
Posted: 6 hours ago
UK
Source Technology
Salary: From £90,000 to £110,000 per annum + OTE + Car Allowance
Posted: 6 hours ago
Oxford, Oxfordshire
Senitor Associates
Salary: £45000 - £65000 per annum + Benefits & Shares
Posted: 3 hours ago
Reading, Berkshire
CGI
Salary: £35000 - £50000 per annum
Posted: 7 hours ago
London
First Point
Salary: £70000.00 - £80000.00 per annum + Benefits
Posted: Yesterday
Leatherhead, Surrey
Evolution Recruitment Solutions
Salary: 40,000 + Benefits
Posted: 12 hours ago
London
McGregor Boyall
Salary: £90000 - £100000 per annum + Benefits
Posted: Yesterday
City, London
Parallel Consulting
Salary: £90000 - £110000 per annum
Posted: Yesterday
Edinburgh, Midlothian
Churchill Frank
Salary: £80000 - £100000 per annum + Bonus
Posted: Yesterday
London
Salt
Salary: £500 - £700 per day
Posted: Yesterday
Gloucestershire
Informatiq Consulting
Salary: £30000 - £60000 per annum + Benefits
Posted: Yesterday
City, London
Harrington Starr
Salary: £80000 - £110000 per annum + Bonus
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £40,000 - £60,000
Posted: 9 hours ago
London
ISL
Salary: £45000 - £75000 per annum + pension, flexible hours, healthcare
Posted: Yesterday
London
Joseph Harry Ltd
Salary: £40000 - £50000 per annum + 25% Bonus + 10% Pension
Posted: 12 hours ago
City, London
Energon People
Salary: £80000.00 - £120000.00 per annum + benefits + bonus
Posted: 23 hours ago
Guildford, Surrey
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 2 days ago
Leeds, West Yorkshire
Big Wednesday Digital Ltd
Salary: £35000 - £85000 per annum + Negotiable
Posted: 22 hours ago
Aldershot, Hampshire
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 2 days ago
London
First Point
Salary: £50000.00 - £60000.00 per annum + Benefits
Posted: Yesterday