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 23 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Aug 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 205 226 315
Rank change year-on-year
+21 +89
Permanent jobs citing Hadoop 1586 1592 1097
As % of all permanent IT jobs located in the UK 1.61% 1.47% 0.95%
As % of the Database & Business Intelligence category 5.45% 4.72% 2.98%
Number of salaries quoted 1280 1275 965
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 £45,000 £42,500
10% offered a salary of more than £92,500 £90,000 £85,000
UK excluding London median salary £50,000 £51,765 £47,500
% change year-on-year
-3.40% +8.97%

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
29103 33748 36791
As % of all permanent IT jobs located in the UK 29.62% 31.13% 31.85%
Number of salaries quoted 24868 28428 31030
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 £32,000 £30,000
10% offered a salary of more than £75,000 £68,000 £72,000
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 23 August 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 23 August 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 +10 1474 £62,500 -3.84% 198
London -3 922 £70,000 +3.70% 130
South East +76 220 £52,500 - 22
City of London +3 162 £67,500 -3.57% 29
South West +99 155 £50,000 - 15
Scotland +65 85 £55,000 -10.56% 3
Gloucestershire +40 60 £47,500 -24.00% 6
Berkshire +16 56 £52,500 +16.66% 6
East of England +35 54 £52,500 -25.00% 6
Yorkshire +20 54 £50,000 +5.26% 5
Surrey +17 48 £60,000 +18.81% 5
Hampshire +16 45 £51,000 -1.92% 3
West Yorkshire +4 45 £50,000 +5.26% 4
Reading +32 40 £45,000 - 4
Glasgow +20 37 £46,000 -23.33% 1
Edinburgh +22 34 £50,000 -20.00% 2
Somerset +25 32 £42,500 +41.66% 5
Leeds +23 31 £45,000 -5.26% 4
North West -20 30 £50,000 - 13
Manchester -21 28 £50,000 +4.16% 11
Buckinghamshire +38 26 £33,000 -49.23% 2
Milton Keynes +37 26 £33,000 -49.23% 2
Cheltenham +8 25 £52,500 -19.23%
Guildford +22 22 £60,000 +17.07%
Exeter - 22 £50,000 -
Devon - 22 £50,000 -
Bristol +3 21 £62,500 +13.63% 3
Taunton 0 21 £41,377 +21.69% 5
Wales +19 19 £43,000 -
Chiswick - 19 £55,000 -

Hadoop
Top 30 Related IT Skills

For the 6 months to 23 August 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 2218 (66.45%) Big Data
2 1843 (55.21%) Java
3 1323 (39.63%) Agile Software Development
4 1300 (38.95%) Apache Spark
5 1257 (37.66%) Python
6 1207 (36.16%) SQL
7 1175 (35.20%) Analytics
8 930 (27.86%) NoSQL
9 828 (24.81%) Apache Hive
10 791 (23.70%) MongoDB
11 740 (22.17%) Business Intelligence
12 738 (22.11%) Scala
13 724 (21.69%) Linux
14 672 (20.13%) Apache Cassandra
15 671 (20.10%) Software Engineering
16 656 (19.65%) Finance
17 632 (18.93%) Degree
18 630 (18.87%) Analytical Skills
19 598 (17.91%) Amazon AWS
20 554 (16.60%) Oracle
21 549 (16.45%) Data Analytics
22 532 (15.94%) ETL
23 526 (15.76%) SQL Server
24 516 (15.46%) MapReduce
25 512 (15.34%) R
26 503 (15.07%) Scrum
27 494 (14.80%) Data Warehouse
28 486 (14.56%) TDD
29 478 (14.32%) Apache Pig
30 474 (14.20%) 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 1300 (38.95%) Apache Spark
2 478 (14.32%) Apache Pig
3 364 (10.90%) SAS
4 354 (10.61%) Elasticsearch
5 299 (8.96%) Apache
6 143 (4.28%) Apache Solr
7 129 (3.86%) JBoss
8 79 (2.37%) nginx
9 71 (2.13%) Tomcat
10 59 (1.77%) OpenStack
11 41 (1.23%) WebLogic
12 37 (1.11%) WildFly
13 33 (0.99%) GlassFish
14 31 (0.93%) WebSphere
15 30 (0.90%) Confluence
16 29 (0.87%) Jetty
17 26 (0.78%) IIS
17 26 (0.78%) SharePoint
18 25 (0.75%) Mule
19 18 (0.54%) WebSphere Application Server
Applications
1 143 (4.28%) MS Excel
2 93 (2.79%) SPSS
3 31 (0.93%) MS PowerPoint
4 21 (0.63%) MS Office
5 10 (0.30%) GNU Octave
5 10 (0.30%) MS Visio
6 8 (0.24%) Stata
7 7 (0.21%) MS Project
7 7 (0.21%) Spreadsheet
8 6 (0.18%) Gephi
9 5 (0.15%) Maple
10 2 (0.060%) CPLEX
10 2 (0.060%) Mathematica
11 1 (0.030%) Mathcad
11 1 (0.030%) Weka
Business Applications
1 45 (1.35%) SAP Oil and Gas
2 10 (0.30%) Bloomberg TOMS
3 8 (0.24%) Unica
4 7 (0.21%) Adobe Campaign
4 7 (0.21%) Oracle BPM
5 6 (0.18%) BusinessWorks
5 6 (0.18%) FastStats PeopleStage
5 6 (0.18%) SAP HR
6 5 (0.15%) Cognos Business Intelligence
7 4 (0.12%) Dynamics NAV
8 3 (0.090%) Odoo
9 2 (0.060%) RMDS
10 1 (0.030%) Dynamics AX
10 1 (0.030%) Eloqua
10 1 (0.030%) FastStats
10 1 (0.030%) Magento
10 1 (0.030%) Oracle Applications
10 1 (0.030%) Oracle Receivables
10 1 (0.030%) WebTrends
Cloud Services
1 598 (17.91%) Amazon AWS
2 257 (7.70%) Microsoft Azure
3 88 (2.64%) GitHub
4 85 (2.55%) SaaS
5 83 (2.49%) Amazon S3
5 83 (2.49%) Google Cloud Platform
6 70 (2.10%) Amazon EC2
7 68 (2.04%) Amazon EMR
8 59 (1.77%) Cloud Computing
9 40 (1.20%) PaaS
10 38 (1.14%) IaaS
11 34 (1.02%) IBM Cloud
12 19 (0.57%) AWS CloudFormation
13 15 (0.45%) Amazon Kinesis
13 15 (0.45%) AWS OpsWorks
14 9 (0.27%) AWS Lambda
14 9 (0.27%) Google Analytics
14 9 (0.27%) Sumo Logic
15 8 (0.24%) Amazon ELB
16 7 (0.21%) Virtual Private Cloud
Communications & Networking
1 102 (3.06%) Internet
2 76 (2.28%) Firewall
3 67 (2.01%) TCP/IP
4 59 (1.77%) HTTP
5 51 (1.53%) DNS
6 31 (0.93%) Kerberos
7 29 (0.87%) SSL
8 22 (0.66%) SAN
9 21 (0.63%) LDAP
10 20 (0.60%) VPN
11 18 (0.54%) LAN
11 18 (0.54%) WAN
12 16 (0.48%) Network Security
13 14 (0.42%) SNMP
14 12 (0.36%) IPv4
14 12 (0.36%) NAS
15 9 (0.27%) Wi-Fi
16 8 (0.24%) 3G
16 8 (0.24%) DHCP
16 8 (0.24%) FTP
Database & Business Intelligence
1 2218 (66.45%) Big Data
2 930 (27.86%) NoSQL
3 828 (24.81%) Apache Hive
4 791 (23.70%) MongoDB
5 672 (20.13%) Apache Cassandra
6 526 (15.76%) SQL Server
7 494 (14.80%) Data Warehouse
8 415 (12.43%) MySQL
9 414 (12.40%) HBase
10 349 (10.46%) Relational Database
11 342 (10.25%) PostgreSQL
12 244 (7.31%) Data Mining
13 182 (5.45%) SQL Server Reporting Services
14 179 (5.36%) SQL Server Integration Services
15 176 (5.27%) Impala
16 173 (5.18%) QlikView
17 170 (5.09%) RDBMS
18 167 (5.00%) Neo4j
19 134 (4.01%) Redis
20 113 (3.39%) Amazon Redshift
Development Applications
1 378 (11.32%) Git (software)
2 320 (9.59%) Jenkins
3 142 (4.25%) JIRA
4 128 (3.83%) JUnit
5 101 (3.03%) Maven
6 96 (2.88%) Subversion
7 90 (2.70%) Vagrant
8 73 (2.19%) Talend Open Studio
9 59 (1.77%) Cucumber
10 44 (1.32%) Selenium
11 37 (1.11%) Hudson
11 37 (1.11%) JBehave
11 37 (1.11%) TeamCity
12 36 (1.08%) Atlassian Bamboo
13 31 (0.93%) RSpec
13 31 (0.93%) Visual Studio
14 29 (0.87%) Eclipse
15 28 (0.84%) Sonatype Nexus
16 27 (0.81%) Mockito
17 24 (0.72%) Yeoman
General
1 656 (19.65%) Finance
2 204 (6.11%) Marketing
3 201 (6.02%) Banking
4 174 (5.21%) Retail
5 140 (4.19%) Games
6 125 (3.74%) Telecoms
7 94 (2.82%) Advertising
8 84 (2.52%) Manufacturing
9 73 (2.19%) Investment Banking
10 50 (1.50%) Legal
11 41 (1.23%) Law
12 36 (1.08%) Electronics
13 26 (0.78%) Front Office
14 14 (0.42%) Pharmaceutical
15 13 (0.39%) French Language
15 13 (0.39%) Publishing
16 9 (0.27%) Back Office
17 8 (0.24%) Aerospace
17 8 (0.24%) Multimedia
18 7 (0.21%) German Language
Job Titles
1 1212 (36.31%) Developer
2 608 (18.21%) Java Developer
3 473 (14.17%) Architect
4 340 (10.19%) Data Architect
5 318 (9.53%) Data Scientist
6 292 (8.75%) Big Data Developer
7 289 (8.66%) Senior Developer
8 247 (7.40%) Data Engineer
9 240 (7.19%) Hadoop Developer
10 238 (7.13%) Big Data Architect
11 220 (6.59%) Software Engineer
12 210 (6.29%) Consultant
13 206 (6.17%) Big Data Engineer
14 186 (5.57%) Java Engineer
15 172 (5.15%) Senior Java Developer
16 162 (4.85%) Analyst
17 147 (4.40%) Hadoop Engineer
18 142 (4.25%) Java Hadoop Developer
19 133 (3.98%) Data Consultant
20 128 (3.83%) Scala Developer
Libraries, Frameworks & Software Standards
1 327 (9.80%) Kafka
2 308 (9.23%) Spring
3 263 (7.88%) HTML
4 239 (7.16%) Web Services
5 223 (6.68%) AngularJS
6 201 (6.02%) .NET
7 200 (5.99%) Hibernate
8 176 (5.27%) Node.js
8 176 (5.27%) REST
9 173 (5.18%) CSS
10 141 (4.22%) XML
11 134 (4.01%) HTML5
12 113 (3.39%) Lucene
13 108 (3.24%) JSON
14 104 (3.12%) Java EE
15 102 (3.06%) D3.js
16 101 (3.03%) RESTful
17 93 (2.79%) Akka
18 87 (2.61%) LAMP
19 79 (2.37%) J2EE
Miscellaneous
1 630 (18.87%) Analytical Skills
2 412 (12.34%) Computer Science
3 387 (11.59%) Visualisation
4 252 (7.55%) Algorithms
5 238 (7.13%) Mathematics
6 163 (4.88%) Statistics
7 117 (3.51%) Data Integration
8 104 (3.12%) Management Information System
9 92 (2.76%) Data Structures
10 80 (2.40%) User Experience
11 77 (2.31%) Cyberthreat
12 72 (2.16%) Fintech
13 71 (2.13%) Artificial Intelligence
13 71 (2.13%) Data Centre
14 70 (2.10%) Physics
15 50 (1.50%) Security Operations Centre
16 45 (1.35%) Cybercrime
17 43 (1.29%) Mobile App
18 40 (1.20%) Neural Network
19 38 (1.14%) Internet of Things
Operating Systems
1 724 (21.69%) Linux
2 222 (6.65%) Unix
3 181 (5.42%) Windows
4 91 (2.73%) Android
5 85 (2.55%) Apple iOS
6 74 (2.22%) CentOS
7 48 (1.44%) Red Hat Enterprise Linux
8 47 (1.41%) Ubuntu
9 32 (0.96%) Windows Server
10 25 (0.75%) Mac OS X
11 17 (0.51%) Debian
12 13 (0.39%) Solaris
13 11 (0.33%) Mac OS
14 9 (0.27%) CoreOS
15 8 (0.24%) Windows Server 2008
16 5 (0.15%) Windows Mobile
17 4 (0.12%) Mesosphere
18 3 (0.090%) Windows 10
18 3 (0.090%) Windows 8
18 3 (0.090%) Windows Server 2012
Processes & Methodologies
1 1323 (39.63%) Agile Software Development
2 1175 (35.20%) Analytics
3 740 (22.17%) Business Intelligence
4 671 (20.10%) Software Engineering
5 549 (16.45%) Data Analytics
6 532 (15.94%) ETL
7 516 (15.46%) MapReduce
8 503 (15.07%) Scrum
9 486 (14.56%) TDD
10 474 (14.20%) Machine Learning
11 423 (12.67%) Open Source
12 349 (10.46%) DevOps
13 330 (9.89%) Continuous Integration
14 274 (8.21%) Data Visualisation
15 260 (7.79%) Data Analysis
16 256 (7.67%) Data Modelling
17 226 (6.77%) Data Management
18 221 (6.62%) E-Commerce
19 205 (6.14%) Kanban
20 204 (6.11%) OO
Programming Languages
1 1843 (55.21%) Java
2 1257 (37.66%) Python
3 1207 (36.16%) SQL
4 738 (22.11%) Scala
5 512 (15.34%) R
6 451 (13.51%) JavaScript
7 387 (11.59%) C#
8 360 (10.78%) C++
9 230 (6.89%) Ruby
10 202 (6.05%) Perl
11 201 (6.02%) PHP
12 194 (5.81%) Bash Shell
13 179 (5.36%) C
14 178 (5.33%) MATLAB
15 165 (4.94%) Shell Script
16 152 (4.55%) T-SQL
17 110 (3.30%) Clojure
18 68 (2.04%) PL/SQL
18 68 (2.04%) PowerShell
18 68 (2.04%) VBA
Qualifications
1 632 (18.93%) Degree
2 244 (7.31%) Security Cleared
3 209 (6.26%) PhD
4 113 (3.39%) SC Cleared
5 100 (3.00%) DV Cleared
6 26 (0.78%) Cisco Certification
7 25 (0.75%) CISSP
8 24 (0.72%) Microsoft Certification
9 21 (0.63%) MCSE
10 14 (0.42%) GIAC
11 13 (0.39%) CCIE
11 13 (0.39%) CCNA
12 12 (0.36%) CISM
12 12 (0.36%) SANS
13 11 (0.33%) Linux+ Certification
13 11 (0.33%) Network+ Certification
13 11 (0.33%) Postgraduate
13 11 (0.33%) SSCP
14 9 (0.27%) CRISC
15 7 (0.21%) IBM Certification
Quality Assurance & Compliance
1 105 (3.15%) Data Quality
2 47 (1.41%) QA
3 14 (0.42%) SLA
4 8 (0.24%) ISAE 3402
4 8 (0.24%) ISO/IEC 27001
4 8 (0.24%) SSAE 16
5 5 (0.15%) SDET
6 2 (0.060%) COBIT
7 1 (0.030%) Actionable Recommendations
System Software
1 302 (9.05%) HDFS
2 249 (7.46%) Docker
3 190 (5.69%) Apache Flume
4 75 (2.25%) Apache ZooKeeper
5 72 (2.16%) VirtualBox
6 69 (2.07%) Virtual Machines
7 54 (1.62%) VMware Infrastructure
8 25 (0.75%) Active Directory
9 24 (0.72%) KVM
10 17 (0.51%) Xen
11 13 (0.39%) NFS
12 11 (0.33%) Hyper-V
12 11 (0.33%) iptables
13 8 (0.24%) Firmware
13 8 (0.24%) Tivoli Workload Scheduler
13 8 (0.24%) vSphere
14 7 (0.21%) Btrfs
15 6 (0.18%) LXC
15 6 (0.18%) Snort
16 4 (0.12%) Veritas Cluster Server
Systems Management
1 277 (8.30%) Puppet
2 189 (5.66%) Opscode Chef
3 170 (5.09%) Ansible
4 136 (4.07%) Oozie
5 127 (3.80%) Hadoop YARN
6 57 (1.71%) Mesos
7 53 (1.59%) Kibana
8 48 (1.44%) Ambari
8 48 (1.44%) Kubernetes
9 47 (1.41%) Nagios
10 43 (1.29%) logstash
11 41 (1.23%) Salt
12 34 (1.02%) ZABBIX
13 19 (0.57%) CA Single Sign-On
13 19 (0.57%) yum
14 18 (0.54%) HAProxy
15 13 (0.39%) ArcSight ESM
15 13 (0.39%) SELinux
16 12 (0.36%) Rundeck
16 12 (0.36%) Terraform
Vendors
1 554 (16.60%) Oracle
2 338 (10.13%) Tableau
3 320 (9.59%) Cloudera
4 256 (7.67%) Microsoft
5 235 (7.04%) Hortonworks
6 159 (4.76%) Informatica
7 143 (4.28%) SAP
8 139 (4.16%) IBM
9 127 (3.80%) Google
10 122 (3.65%) Teradata
11 104 (3.12%) Netezza
12 76 (2.28%) Splunk
13 73 (2.19%) MapR
13 73 (2.19%) Talend
14 69 (2.07%) Red Hat
15 65 (1.95%) VMware
16 63 (1.89%) Facebook
17 56 (1.68%) ArcSight
17 56 (1.68%) Cognos
17 56 (1.68%) MicroStrategy
Taunton, Somerset
Applause IT Innovation
Salary: £48000 per annum + pension + government benefits
Posted: 16 hours ago
City, London
Parallel Consulting
Salary: £120000 - £130000 per annum
Posted: 17 hours ago
Potters Bar, Hertfordshire
Understanding Recruitment
Salary: £50000 - £60000 per annum + be - shares, pens, health+
Posted: 2 days ago
Manchester, Lancashire
Venturi
Salary: £65000 - £70000 per annum + bonus/benefits
Posted: 15 hours ago
Taunton, Somerset
Applause IT Innovation
Salary: £35000 - £50000 per annum + benefits
Posted: 16 hours ago
Gloucestershire
Informatiq Consulting
Salary: £25000 - £55000 per annum + Benefits
Posted: 23 hours ago
London
Initi8 Recruitment
Salary: £50000 - £65000 Per Annum
Posted: 13 hours ago
Taunton, Somerset
Redrock Consulting Ltd
Salary: £38000 - £49056.00 per annum + 20% pension
Posted: Yesterday
Gloucestershire
Informatiq Consulting
Salary: £24000 - £32000 per annum + Benefits
Posted: 23 hours ago
London
McGregor Boyall
Salary: £65000 - £75000 per annum
Posted: 15 hours ago
Leeds, West Yorkshire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 18 hours ago
Oxfordshire
Mortimer Spinks
Salary: £25000 - £75000 per annum
Posted: 21 hours ago
City, London
Quant Capital
Salary: Up to £80,000 per annum + benefits and bonus
Posted: 20 hours ago
Manchester, Lancashire
Circle Recruitment
Salary: Bonus, Pension, 25 days
Posted: 17 hours ago
City, London
ANSON MCCADE
Salary: Up to £ 85,000 + car allowance (5.9k) + bonus (10-15%) + pension + hea
Posted: 23 hours ago
West London
Bentley Whitaker
Salary: From £45,000 to £75,000 per annum + bonus + Pension + good company ben
Posted: 21 hours ago
Manchester, Lancashire
Circle Recruitment
Salary: Bonus, Pension
Posted: 17 hours ago
London
Quant Capital
Salary: Up to £50,000 per annum + benefits
Posted: 21 hours ago
London
onezeero.
Salary: £80000 - £100000 per annum + Bonus & Bens
Posted: Yesterday
Gloucester, Gloucestershire
Executive Recruitment Services (ERS)
Salary: £25000 - £45000 per annum + Pension, Healthcare
Posted: 23 hours ago
London
Opus Resourcing Ltd
Salary: £75000 - £90000 per annum + Bens + Bonus to 20%
Posted: 18 hours ago
Havant, Hampshire
Executive Recruitment Services (ERS)
Salary: £60000 - £90000 per annum + Pension, Healthcare, Free Parking
Posted: 23 hours ago
City, London
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: 2 days ago
London
Eames Consulting
Salary: £70000 - £85000 per annum + Bonus & Benefits
Posted: Yesterday
Warwickshire
Austin Fraser
Salary: £35000.00 - £42000.00 per annum + Benefits
Posted: Yesterday
London
Harrington Starr
Salary: £80000 - £90000 per annum + bonus, benefits + training
Posted: 22 hours ago
Gloucester, Gloucestershire
Executive Recruitment Services (ERS)
Salary: £35000 - £45000 per annum + Pension, Healthcare
Posted: 23 hours ago
Middlesbrough, Cleveland
Solutions Recruitment
Salary: From £35,000 to £45,000 per annum
Posted: Yesterday
Manchester, Lancashire
Venturi
Salary: £60000 - £65000 per annum + benefits
Posted: Yesterday
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £50000 - £65000 per annum, + Shares
Posted: 4 days ago