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

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 198 247 272
Rank change year-on-year
+49 +25
Permanent jobs citing Hadoop 1636 1430 1356
As % of all permanent IT jobs located in the UK 1.69% 1.29% 1.12%
As % of the Database & Business Intelligence category 5.62% 3.96% 3.49%
Number of salaries quoted 1281 1206 1214
Median salary £60,000 £62,500 £62,500
Median salary % change year-on-year
-4.00% -
90% offered a salary of more than £40,000 £44,950 £42,500
10% offered a salary of more than £92,500 £92,500 £85,000
UK excluding London median salary £54,000 £50,000 £50,000
% change year-on-year
+8.00% -

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
29087 36140 38821
As % of all permanent IT jobs located in the UK 29.97% 32.61% 32.18%
Number of salaries quoted 24798 30488 33331
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 £72,500 £70,000 £70,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 26 June 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 26 June 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 +42 1550 £60,000 -4.00% 193
London -6 925 £70,000 +3.70% 117
South East +100 225 £57,500 +15.00% 26
City of London +3 145 £66,250 +1.92% 24
South West +103 128 £50,000 +2.56% 19
Surrey +43 74 £60,000 +26.31% 4
Gloucestershire +63 69 £50,000 +5.26% 6
West Midlands +40 68 £60,000 +11.62%
Yorkshire +39 66 £50,000 +5.26% 11
Berkshire +38 62 £52,500 -4.54% 5
Warwickshire +53 57 £60,000 +41.17%
Warwick +30 57 £60,000 +84.61%
Scotland +34 56 £55,000 +10.00% 10
West Yorkshire +22 56 £50,000 +5.26% 7
East of England +72 54 £60,000 -4.00% 7
Leeds +40 50 £50,000 +5.26% 6
North West +21 42 £47,500 -5.00% 10
Reading +41 37 £45,000 -21.73% 2
Glasgow +12 37 £49,500 +3.93% 4
Manchester +13 35 £47,500 -5.00% 9
Hampshire +35 31 £51,000 -2.85% 6
Staines +9 30 £60,000 +41.17% 1
Guildford +21 26 £50,000 +5.26%
Hertfordshire +49 24 £65,000 -1.88%
East Midlands +11 22 £40,000 -27.27% 3
Devon - 22 £70,000 - 1
Exeter - 22 £70,000 - 1
Cambridgeshire +14 19 £35,500 -52.66% 4
Gloucester +25 17 £50,000 -25.92% 2
Somerset +14 17 £41,000 +20.58% 6

Hadoop
Top 30 Related IT Skills

For the 6 months to 26 June 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 2414 (69.69%) Big Data
2 1913 (55.23%) Java
3 1370 (39.55%) Apache Spark
4 1291 (37.27%) Python
5 1286 (37.12%) SQL
6 1268 (36.61%) Analytics
7 1225 (35.36%) Agile Software Development
8 942 (27.19%) NoSQL
9 874 (25.23%) Apache Hive
10 820 (23.67%) Business Intelligence
11 810 (23.38%) MongoDB
12 776 (22.40%) Linux
13 746 (21.54%) Scala
14 726 (20.96%) Degree
15 680 (19.63%) Analytical Skills
16 677 (19.54%) Software Engineering
17 658 (19.00%) Apache Cassandra
18 645 (18.62%) Finance
19 585 (16.89%) Data Analytics
20 581 (16.77%) R
21 577 (16.66%) Oracle
22 572 (16.51%) ETL
23 565 (16.31%) Amazon AWS
24 535 (15.44%) SQL Server
25 532 (15.36%) MapReduce
26 514 (14.84%) TDD
27 502 (14.49%) Apache Pig
28 492 (14.20%) Data Warehouse
29 486 (14.03%) Machine Learning
30 482 (13.91%) Open Source

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 1370 (39.55%) Apache Spark
2 502 (14.49%) Apache Pig
3 369 (10.65%) SAS
4 345 (9.96%) Elasticsearch
5 292 (8.43%) Apache
6 145 (4.19%) JBoss
7 134 (3.87%) Apache Solr
8 75 (2.17%) Tomcat
9 69 (1.99%) OpenStack
10 66 (1.91%) nginx
11 46 (1.33%) WildFly
12 42 (1.21%) GlassFish
13 40 (1.15%) WebLogic
14 34 (0.98%) WebSphere
15 33 (0.95%) Mule
16 30 (0.87%) Confluence
17 27 (0.78%) SharePoint
18 24 (0.69%) WebSphere Application Server
19 22 (0.64%) IIS
20 18 (0.52%) Jetty
Applications
1 153 (4.42%) MS Excel
2 75 (2.17%) SPSS
3 37 (1.07%) MS PowerPoint
4 18 (0.52%) MS Office
5 12 (0.35%) MS Visio
6 10 (0.29%) Spreadsheet
7 7 (0.20%) S-PLUS
7 7 (0.20%) Stata
8 6 (0.17%) Maple
8 6 (0.17%) Weka
9 4 (0.12%) Gephi
9 4 (0.12%) Mathematica
10 3 (0.087%) MS Project
11 2 (0.058%) GNU Octave
12 1 (0.029%) Mathcad
Business Applications
1 39 (1.13%) SAP Oil and Gas
2 10 (0.29%) Unica
3 9 (0.26%) Adobe Campaign
4 6 (0.17%) FastStats PeopleStage
5 5 (0.14%) Odoo
6 4 (0.12%) Dynamics CRM
7 3 (0.087%) Dynamics NAV
7 3 (0.087%) Eloqua
7 3 (0.087%) FastStats
7 3 (0.087%) Payment Gateway
7 3 (0.087%) RMDS
8 2 (0.058%) Cognos Business Intelligence
8 2 (0.058%) Oracle Applications
8 2 (0.058%) SAP hybris
9 1 (0.029%) Dynamics AX
9 1 (0.029%) Oracle Receivables
9 1 (0.029%) WebTrends
Cloud Services
1 565 (16.31%) Amazon AWS
2 267 (7.71%) Microsoft Azure
3 96 (2.77%) GitHub
4 89 (2.57%) SaaS
5 75 (2.17%) Cloud Computing
6 71 (2.05%) Google Cloud Platform
7 69 (1.99%) Amazon S3
8 68 (1.96%) Amazon EC2
9 58 (1.67%) PaaS
10 57 (1.65%) Amazon EMR
11 48 (1.39%) IaaS
12 21 (0.61%) Amazon Kinesis
13 20 (0.58%) AWS CloudFormation
14 16 (0.46%) Google Analytics
14 16 (0.46%) Heroku
15 10 (0.29%) AWS Elastic Beanstalk
15 10 (0.29%) Google App Engine
16 9 (0.26%) Amazon ELB
17 8 (0.23%) AWS OpsWorks
17 8 (0.23%) Azure Machine Learning
Communications & Networking
1 91 (2.63%) Firewall
2 81 (2.34%) Internet
2 81 (2.34%) TCP/IP
3 51 (1.47%) DNS
4 39 (1.13%) HTTP
5 35 (1.01%) Kerberos
6 33 (0.95%) SAN
7 24 (0.69%) LDAP
7 24 (0.69%) VPN
8 23 (0.66%) SSL
9 20 (0.58%) LAN
9 20 (0.58%) WAN
10 18 (0.52%) Network Security
11 16 (0.46%) WebEx
12 13 (0.38%) NAS
12 13 (0.38%) SNMP
12 13 (0.38%) Wi-Fi
13 10 (0.29%) IPv4
14 8 (0.23%) 3G
14 8 (0.23%) SMS
Database & Business Intelligence
1 2414 (69.69%) Big Data
2 942 (27.19%) NoSQL
3 874 (25.23%) Apache Hive
4 810 (23.38%) MongoDB
5 658 (19.00%) Apache Cassandra
6 535 (15.44%) SQL Server
7 492 (14.20%) Data Warehouse
8 459 (13.25%) MySQL
9 397 (11.46%) HBase
10 367 (10.59%) PostgreSQL
11 356 (10.28%) Relational Database
12 289 (8.34%) Data Mining
13 215 (6.21%) SQL Server Integration Services
14 209 (6.03%) Impala
15 197 (5.69%) QlikView
16 194 (5.60%) SQL Server Reporting Services
17 160 (4.62%) Neo4j
18 141 (4.07%) RDBMS
19 139 (4.01%) SQL Server Analysis Services
20 125 (3.61%) Redis
Development Applications
1 353 (10.19%) Git (software)
2 341 (9.84%) Jenkins
3 145 (4.19%) JUnit
4 125 (3.61%) JIRA
5 110 (3.18%) Maven
6 102 (2.94%) Subversion
7 84 (2.42%) Vagrant
8 76 (2.19%) Talend Open Studio
9 61 (1.76%) Cucumber
10 55 (1.59%) Hudson
11 46 (1.33%) TeamCity
12 45 (1.30%) Selenium
13 42 (1.21%) JBehave
14 34 (0.98%) Eclipse
15 33 (0.95%) Atlassian Bamboo
16 32 (0.92%) jMock
16 32 (0.92%) RSpec
17 28 (0.81%) Visual Studio
18 27 (0.78%) Yeoman
19 24 (0.69%) Sonatype Nexus
General
1 645 (18.62%) Finance
2 253 (7.30%) Marketing
3 209 (6.03%) Retail
4 179 (5.17%) Banking
5 142 (4.10%) Games
6 127 (3.67%) Telecoms
7 109 (3.15%) Manufacturing
8 94 (2.71%) Advertising
9 46 (1.33%) Law
10 43 (1.24%) Legal
11 34 (0.98%) Electronics
12 29 (0.84%) Investment Banking
13 24 (0.69%) Pharmaceutical
14 16 (0.46%) Retail Banking
15 11 (0.32%) Automotive
15 11 (0.32%) Front Office
15 11 (0.32%) Publishing
16 8 (0.23%) Aerospace
17 6 (0.17%) Financial Institution
18 5 (0.14%) French Language
Job Titles
1 1230 (35.51%) Developer
2 596 (17.21%) Java Developer
3 476 (13.74%) Architect
4 361 (10.42%) Data Scientist
5 349 (10.08%) Big Data Developer
6 325 (9.38%) Data Architect
7 275 (7.94%) Hadoop Developer
8 253 (7.30%) Consultant
9 249 (7.19%) Data Engineer
10 240 (6.93%) Senior Developer
11 218 (6.29%) Big Data Engineer
12 213 (6.15%) Big Data Architect
13 203 (5.86%) Java Engineer
14 202 (5.83%) Software Engineer
15 168 (4.85%) Hadoop Engineer
16 157 (4.53%) Java Hadoop Developer
17 154 (4.45%) Analyst
18 145 (4.19%) Data Consultant
19 128 (3.70%) Senior Java Developer
20 112 (3.23%) Big Data Consultant
Libraries, Frameworks & Software Standards
1 338 (9.76%) Kafka
2 320 (9.24%) Spring
3 263 (7.59%) HTML
4 260 (7.51%) Web Services
5 205 (5.92%) .NET
6 202 (5.83%) AngularJS
7 199 (5.74%) Hibernate
8 165 (4.76%) XML
9 161 (4.65%) REST
10 160 (4.62%) Node.js
11 146 (4.21%) HTML5
12 135 (3.90%) CSS
13 132 (3.81%) RESTful
14 112 (3.23%) JSON
15 108 (3.12%) Java EE
16 94 (2.71%) Lucene
17 93 (2.68%) D3.js
18 84 (2.42%) jQuery
19 83 (2.40%) J2EE
20 74 (2.14%) Akka
Miscellaneous
1 680 (19.63%) Analytical Skills
2 473 (13.65%) Computer Science
3 416 (12.01%) Visualisation
4 301 (8.69%) Algorithms
4 301 (8.69%) Mathematics
5 204 (5.89%) Statistics
6 133 (3.84%) Management Information System
7 125 (3.61%) Fintech
8 120 (3.46%) Data Integration
9 115 (3.32%) Data Structures
10 103 (2.97%) User Experience
11 93 (2.68%) Physics
12 89 (2.57%) Artificial Intelligence
13 70 (2.02%) Cyberthreat
13 70 (2.02%) Data Centre
14 61 (1.76%) Mobile App
15 59 (1.70%) Cybercrime
16 50 (1.44%) Security Operations Centre
17 46 (1.33%) Applied Mathematics
18 41 (1.18%) Digital Media
Operating Systems
1 776 (22.40%) Linux
2 250 (7.22%) Unix
3 211 (6.09%) Windows
4 115 (3.32%) Apple iOS
5 109 (3.15%) Android
6 72 (2.08%) CentOS
7 47 (1.36%) Red Hat Enterprise Linux
8 45 (1.30%) Mac OS X
9 37 (1.07%) Ubuntu
10 31 (0.89%) Windows Server
11 22 (0.64%) Debian
12 18 (0.52%) Mac OS
13 8 (0.23%) Windows Server 2008
14 6 (0.17%) CoreOS
14 6 (0.17%) Mesosphere
14 6 (0.17%) Solaris
14 6 (0.17%) Windows Mobile
15 3 (0.087%) Windows 10
15 3 (0.087%) Windows 8
15 3 (0.087%) Windows Server 2012
Processes & Methodologies
1 1268 (36.61%) Analytics
2 1225 (35.36%) Agile Software Development
3 820 (23.67%) Business Intelligence
4 677 (19.54%) Software Engineering
5 585 (16.89%) Data Analytics
6 572 (16.51%) ETL
7 532 (15.36%) MapReduce
8 514 (14.84%) TDD
9 486 (14.03%) Machine Learning
10 482 (13.91%) Open Source
11 421 (12.15%) Scrum
12 366 (10.57%) Continuous Integration
13 344 (9.93%) DevOps
14 306 (8.83%) Data Visualisation
15 267 (7.71%) Data Management
16 265 (7.65%) Data Analysis
17 227 (6.55%) E-Commerce
18 226 (6.52%) Data Modelling
19 213 (6.15%) Mentoring
19 213 (6.15%) SOA
Programming Languages
1 1913 (55.23%) Java
2 1291 (37.27%) Python
3 1286 (37.12%) SQL
4 746 (21.54%) Scala
5 581 (16.77%) R
6 434 (12.53%) JavaScript
7 375 (10.83%) C#
8 371 (10.71%) C++
9 304 (8.78%) Ruby
10 199 (5.74%) C
11 189 (5.46%) MATLAB
12 186 (5.37%) PHP
13 185 (5.34%) Perl
14 174 (5.02%) Bash Shell
15 153 (4.42%) Shell Script
16 151 (4.36%) T-SQL
17 113 (3.26%) Clojure
18 69 (1.99%) PowerShell
19 61 (1.76%) VBA
20 44 (1.27%) Groovy
Qualifications
1 726 (20.96%) Degree
2 245 (7.07%) Security Cleared
3 220 (6.35%) PhD
4 128 (3.70%) SC Cleared
5 103 (2.97%) DV Cleared
6 27 (0.78%) CISSP
7 26 (0.75%) Microsoft Certification
8 25 (0.72%) Cisco Certification
9 20 (0.58%) MCSE
10 13 (0.38%) CCIE
10 13 (0.38%) CISM
10 13 (0.38%) GIAC
10 13 (0.38%) SANS
11 12 (0.35%) CCNA
11 12 (0.35%) Linux+ Certification
11 12 (0.35%) Network+ Certification
11 12 (0.35%) SSCP
12 11 (0.32%) CCDE
12 11 (0.32%) CCNP
12 11 (0.32%) CCSP
Quality Assurance & Compliance
1 124 (3.58%) Data Quality
2 36 (1.04%) QA
3 13 (0.38%) SLA
4 11 (0.32%) ISO/IEC 27001
5 8 (0.23%) ISAE 3402
5 8 (0.23%) SSAE 16
6 3 (0.087%) COBIT
7 2 (0.058%) ISO 9001
8 1 (0.029%) PCI DSS
System Software
1 357 (10.31%) HDFS
2 230 (6.64%) Docker
3 191 (5.51%) Apache Flume
4 84 (2.42%) Apache ZooKeeper
5 70 (2.02%) Virtual Machines
6 69 (1.99%) VirtualBox
7 59 (1.70%) VMware Infrastructure
8 25 (0.72%) KVM
9 24 (0.69%) Active Directory
10 22 (0.64%) Xen
11 15 (0.43%) vSphere
12 12 (0.35%) NFS
13 11 (0.32%) Hyper-V
13 11 (0.32%) iptables
14 9 (0.26%) Veritas Cluster Server
15 7 (0.20%) Btrfs
16 6 (0.17%) Firmware
16 6 (0.17%) Snort
17 5 (0.14%) Oracle RAC
18 4 (0.12%) SRDF
Systems Management
1 262 (7.56%) Puppet
2 191 (5.51%) Opscode Chef
3 157 (4.53%) Ansible
4 131 (3.78%) Hadoop YARN
4 131 (3.78%) Oozie
5 84 (2.42%) Mesos
6 43 (1.24%) Salt
7 42 (1.21%) Kibana
8 39 (1.13%) Kubernetes
8 39 (1.13%) logstash
9 34 (0.98%) Ambari
10 31 (0.89%) Nagios
11 19 (0.55%) CA Single Sign-On
11 19 (0.55%) yum
12 18 (0.52%) ZABBIX
13 17 (0.49%) Graphite
14 15 (0.43%) HAProxy
15 13 (0.38%) ArcSight ESM
15 13 (0.38%) Packer
16 12 (0.35%) SELinux
Vendors
1 577 (16.66%) Oracle
2 333 (9.61%) Cloudera
3 319 (9.21%) Tableau
4 262 (7.56%) Hortonworks
5 258 (7.45%) Microsoft
6 158 (4.56%) Informatica
7 140 (4.04%) Teradata
8 137 (3.95%) IBM
8 137 (3.95%) Netezza
9 125 (3.61%) SAP
10 118 (3.41%) Google
11 83 (2.40%) MapR
12 79 (2.28%) Facebook
13 76 (2.19%) Talend
13 76 (2.19%) VMware
14 75 (2.17%) Red Hat
15 73 (2.11%) Splunk
16 66 (1.91%) Greenplum
17 62 (1.79%) Twitter
18 60 (1.73%) HP
Gloucestershire
Informatiq Consulting
Salary: £25000 - £55000 per annum + Benefits
Posted: 13 hours ago
Maidenhead, Berkshire
Fenwick Ryan
Salary: £60000 - £85000 per annum + Car + Bonus + Bens + Stock
Posted: 13 hours ago
Gloucestershire
Informatiq Consulting
Salary: £24000 - £32000 per annum + Benefits
Posted: Yesterday
London
Hays Finance Technology
Salary: £90000.00 - £120000.00 per annum + Plus Bonus + Benefits
Posted: 2 days ago
London
Empiric.com
Salary: From £65,000 to £80,000 per annum + excellent benefits package
Posted: 2 days ago
City, London
Careerwise UK Limited
Salary: £80000 - £110000 per annum + bonus, benefits, negotiable
Posted: 2 days ago
South West London
Colston Consulting
Salary: £60000 - £90000 per annum, Benefits Excellent benefit and bonus
Posted: 2 days ago
London
Harvey Nash plc
Salary: £80000 - £90000 per annum
Posted: 2 days ago
London
Hays Finance Technology
Salary: £90000.00 - £120000.00 per annum + Plus Bonus + Benefits
Posted: 2 days ago
London
Harrington Starr
Salary: £80000 - £90000 per annum + bonus, benefits + training
Posted: Yesterday
London
Colston Consulting
Salary: £40000 - £85000 per annum, Benefits 17% salary uplift - 6% pension - 5
Posted: 2 days ago
City, London
Big Wednesday Digital Ltd
Posted: 3 days ago
Kent
ClearCube Consulting
Salary: From £40,000 to £60,000 per annum
Posted: 4 days ago
London
Oliver Bernard
Salary: £65000 - £75000 per annum + 10% bonus
Posted: 3 days ago
London
Colston Consulting
Salary: £60000 - £100000 per annum, Benefits 17% salary uplift - 6% pension -
Posted: 2 days ago
Billericay, Essex
Senitor Associates
Salary: £30000 - £35000 per annum + Benefits
Posted: 2 days ago
Northampton, Northamptonshire
Senitor Associates
Salary: £25000 - £35000 per annum + Benefits & Training
Posted: 2 days ago
London
ComputAppoint
Salary: £45000 per annum + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Senitor Associates
Salary: £45000 - £60000 per annum + Benefits
Posted: 2 days ago
London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 - £75000 Per Annum
Posted: 2 days ago
South East London
Citywire
Posted: 2 days ago
Bristol, Avon
ISL
Salary: £30000 - £50000 per annum
Posted: 4 days ago
City, London
Asset Resourcing Ltd
Salary: £80000 - £100000 per annum + core bens + £10-15K flexi-bens
Posted: 3 days ago
Edinburgh, Midlothian
Net Talent
Salary: Company benefits package
Posted: 3 days ago
West London
Client Server
Salary: £85k to £100k + benefits
Posted: 4 days ago
Central London / West End
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: 4 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £45000 - £55000 per annum + Benefits
Posted: Yesterday
London
Oliver Bernard
Salary: £60000 - £70000 per annum
Posted: 3 days ago
Exeter, Devon
ISL
Salary: £40000 - £50000 per annum
Posted: 4 days ago
London
AdRoc Group
Salary: £80000 - £85000 per annum + Bonus, Benefits and Share Options
Posted: 2 days ago