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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Apache Hadoop
UK
Rank 181 200 312
Rank change year-on-year
+19 +112
Permanent jobs citing Hadoop 1528 1730 1067
As % of all permanent IT jobs located in the UK 1.84% 1.73% 1.02%
As % of the Database & Business Intelligence category 6.08% 5.39% 3.28%
Number of salaries quoted 1262 1433 951
Median salary £65,000 £65,000 £62,500
Median salary % change year-on-year
- +4.00%
90% offered a salary of more than £44,050 £43,600 £40,000
10% offered a salary of more than £92,250 £96,000 £87,500
UK excluding London median salary £55,000 £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
25129 32073 32500
As % of all permanent IT jobs located in the UK 30.28% 32.12% 30.96%
Number of salaries quoted 21601 27147 27888
Median salary £50,000 £48,000 £45,000
Median salary % change year-on-year
+4.16% +6.66%
90% offered a salary of more than £32,500 £32,500 £30,565
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 21 January 2017 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 21 January 2017. 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 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 +17 1445 £65,000 - 219
London -12 901 £70,000 +3.70% 136
South East +106 194 £57,500 +4.54% 33
South West +89 148 £51,000 -2.85% 10
City of London -22 123 £72,500 +10.68% 32
North West +51 89 £56,250 +12.50% 21
Manchester +46 72 £57,000 +8.05% 18
Berkshire +66 58 £51,500 +3.00% 7
Gloucestershire +3 58 £50,000 - 4
Scotland +25 49 £50,000 +11.11% 3
Surrey +62 45 £62,500 -3.84% 11
West Midlands -8 44 £60,000 +4.34% 2
Edinburgh +20 40 £55,000 +22.22% 2
Bristol +27 39 £60,000 +14.28% 3
Birmingham +29 32 £60,000 - 2
Somerset +33 31 £42,500 -19.04% 3
Guildford +53 29 £75,000 +57.89% 3
Reading +48 29 £48,750 -11.36% 5
East of England -6 26 £54,750 +15.26% 9
Hampshire +12 24 £62,500 +25.00% 6
Yorkshire -11 20 £47,500 -20.99% 8
Slough +40 18 £80,000 -20.00%
Oxfordshire +36 18 £60,000 -45.45% 5
Chiswick +5 17 £57,500 -4.16%
Wales - 17 £67,500 - 5
South Wales - 16 £75,000 - 4
West Sussex +21 15 £60,000 +76.47%
Buckinghamshire +15 13 £65,000 +57.57% 4
West Yorkshire -8 12 £47,500 -20.99% 4
Leeds -9 12 £47,500 -21.16% 4

Hadoop
Top 30 Related IT Skills

For the 6 months to 21 January 2017, 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 1967 (63.31%) Big Data
2 1719 (55.33%) Java
3 1431 (46.06%) Agile Software Development
4 1328 (42.74%) Apache Spark
5 1206 (38.82%) Python
6 1053 (33.89%) SQL
7 947 (30.48%) Analytics
8 899 (28.93%) NoSQL
9 794 (25.56%) MongoDB
10 765 (24.62%) Apache Hive
11 762 (24.53%) Finance
12 723 (23.27%) Linux
13 636 (20.47%) Business Intelligence
14 621 (19.99%) Scala
15 611 (19.67%) Amazon AWS
16 554 (17.83%) Software Engineering
17 538 (17.32%) Apache Cassandra
18 521 (16.77%) Oracle
19 519 (16.70%) Scrum
20 516 (16.61%) SQL Server
21 501 (16.12%) Degree
22 488 (15.71%) ETL
23 479 (15.42%) HBase
24 474 (15.26%) Apache Pig
25 462 (14.87%) JavaScript
26 454 (14.61%) C#
27 440 (14.16%) R
28 434 (13.97%) TDD
29 432 (13.90%) Relational Database
30 421 (13.55%) 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 1328 (42.74%) Apache Spark
2 474 (15.26%) Apache Pig
3 370 (11.91%) Elasticsearch
4 361 (11.62%) Apache
5 247 (7.95%) SAS
6 184 (5.92%) Tomcat
7 152 (4.89%) Apache Solr
8 125 (4.02%) OpenStack
9 118 (3.80%) JBoss
10 105 (3.38%) WebSphere
11 102 (3.28%) Jetty
12 93 (2.99%) WebLogic
13 62 (2.00%) IIS
14 52 (1.67%) Confluence
15 36 (1.16%) Oracle Coherence
16 30 (0.97%) Oracle HTTP Server
17 29 (0.93%) nginx
18 17 (0.55%) Cloud Foundry
18 17 (0.55%) WebSphere Application Server
19 14 (0.45%) SharePoint
Applications
1 119 (3.83%) SPSS
2 98 (3.15%) MS Excel
3 37 (1.19%) MS PowerPoint
4 14 (0.45%) MS Visio
5 8 (0.26%) GNU Octave
5 8 (0.26%) Stata
6 5 (0.16%) Mathematica
6 5 (0.16%) MS Project
7 3 (0.097%) Gephi
7 3 (0.097%) MS Office
7 3 (0.097%) Spreadsheet
8 2 (0.064%) CPLEX
8 2 (0.064%) S-PLUS
9 1 (0.032%) Mingle
9 1 (0.032%) Weka
Business Applications
1 30 (0.97%) RMDS
2 23 (0.74%) SAP Oil and Gas
3 11 (0.35%) Bloomberg TOMS
4 8 (0.26%) FastStats
5 5 (0.16%) Magento
6 3 (0.097%) BusinessWorks
6 3 (0.097%) SAP HR
7 2 (0.064%) Cognos Business Intelligence
7 2 (0.064%) Dynamics NAV
8 1 (0.032%) Adobe Campaign
8 1 (0.032%) Dynamics AX
8 1 (0.032%) Oracle AML
8 1 (0.032%) Oracle Applications
8 1 (0.032%) Oracle BPM
8 1 (0.032%) SAP ERP
Cloud Services
1 611 (19.67%) Amazon AWS
2 300 (9.66%) Microsoft Azure
3 113 (3.64%) SaaS
4 86 (2.77%) Google Cloud Platform
5 70 (2.25%) Amazon S3
6 64 (2.06%) GitHub
7 60 (1.93%) Amazon EMR
8 55 (1.77%) Cloud Computing
9 47 (1.51%) PaaS
10 42 (1.35%) Amazon EC2
11 31 (1.00%) IaaS
12 23 (0.74%) Sumo Logic
13 18 (0.58%) Google Analytics
14 15 (0.48%) AWS Lambda
15 13 (0.42%) Amazon Kinesis
16 12 (0.39%) IBM Cloud
17 8 (0.26%) AWS OpsWorks
17 8 (0.26%) Google App Engine
18 7 (0.23%) Amazon CloudWatch
19 5 (0.16%) AWS Data Pipeline
Communications & Networking
1 78 (2.51%) Internet
2 71 (2.29%) HTTP
3 65 (2.09%) TCP/IP
4 44 (1.42%) Kerberos
5 42 (1.35%) LAN
5 42 (1.35%) WAN
6 39 (1.26%) NAS
6 39 (1.26%) SAN
7 37 (1.19%) Multicast
8 35 (1.13%) FCoE
8 35 (1.13%) Fibre Channel
8 35 (1.13%) iSCSI
9 31 (1.00%) Firewall
10 17 (0.55%) DNS
10 17 (0.55%) SSL
11 16 (0.51%) FTP
12 14 (0.45%) Network Security
13 12 (0.39%) LDAP
13 12 (0.39%) SMPP
14 9 (0.29%) tcpdump
Database & Business Intelligence
1 1967 (63.31%) Big Data
2 899 (28.93%) NoSQL
3 794 (25.56%) MongoDB
4 765 (24.62%) Apache Hive
5 538 (17.32%) Apache Cassandra
6 516 (16.61%) SQL Server
7 479 (15.42%) HBase
8 432 (13.90%) Relational Database
9 421 (13.55%) Data Warehouse
10 412 (13.26%) MySQL
11 261 (8.40%) RDBMS
12 206 (6.63%) SQL Server Integration Services
13 198 (6.37%) PostgreSQL
14 188 (6.05%) Redis
15 166 (5.34%) Neo4j
16 148 (4.76%) Data Mining
17 141 (4.54%) Impala
17 141 (4.54%) SQL Server Reporting Services
18 136 (4.38%) Amazon Redshift
19 129 (4.15%) Pentaho
Development Applications
1 247 (7.95%) Git (software)
2 178 (5.73%) Jenkins
3 141 (4.54%) JIRA
4 105 (3.38%) Talend Open Studio
5 86 (2.77%) Vagrant
6 74 (2.38%) Maven
7 61 (1.96%) JUnit
8 57 (1.83%) Subversion
9 48 (1.54%) Selenium
10 43 (1.38%) Atlassian Bamboo
11 35 (1.13%) Team Foundation Server
12 34 (1.09%) TestNG
13 25 (0.80%) Gradle
13 25 (0.80%) Sonatype Nexus
13 25 (0.80%) TeamCity
14 23 (0.74%) Visual Studio
15 21 (0.68%) Cucumber
15 21 (0.68%) Mockito
16 16 (0.51%) IntelliJ
17 15 (0.48%) Toad
General
1 762 (24.53%) Finance
2 391 (12.58%) Banking
3 198 (6.37%) Retail
4 181 (5.83%) Marketing
5 146 (4.70%) Investment Banking
6 121 (3.89%) Games
7 96 (3.09%) Telecoms
8 67 (2.16%) Front Office
9 50 (1.61%) Legal
10 47 (1.51%) Manufacturing
11 35 (1.13%) Advertising
12 34 (1.09%) Military
13 27 (0.87%) Automotive
14 26 (0.84%) Electronics
15 21 (0.68%) Law
16 17 (0.55%) Multimedia
16 17 (0.55%) Publishing
17 12 (0.39%) Aerospace
17 12 (0.39%) Back Office
17 12 (0.39%) French Language
Job Titles
1 1117 (35.95%) Developer
2 575 (18.51%) Java Developer
3 462 (14.87%) Architect
4 289 (9.30%) Senior Developer
5 271 (8.72%) Data Engineer
6 270 (8.69%) Data Architect
7 253 (8.14%) Data Scientist
8 221 (7.11%) Software Engineer
9 216 (6.95%) Big Data Developer
10 193 (6.21%) Big Data Engineer
11 192 (6.18%) Big Data Architect
12 163 (5.25%) Consultant
13 157 (5.05%) Senior Java Developer
14 139 (4.47%) Java Engineer
15 136 (4.38%) Hadoop Developer
16 133 (4.28%) Analyst
17 128 (4.12%) Software Developer
18 108 (3.48%) Administrator
19 106 (3.41%) Scala Developer
20 96 (3.09%) Data Consultant
Libraries, Frameworks & Software Standards
1 379 (12.20%) Spring
2 341 (10.98%) AngularJS
3 314 (10.11%) HTML
4 272 (8.75%) Web Services
5 249 (8.01%) Kafka
6 227 (7.31%) Hibernate
7 223 (7.18%) Node.js
8 216 (6.95%) .NET
9 193 (6.21%) CSS
10 178 (5.73%) REST
11 163 (5.25%) Java EE
12 153 (4.92%) J2EE
13 146 (4.70%) HTML5
14 138 (4.44%) jQuery
15 130 (4.18%) ELK Stack
16 128 (4.12%) XML
17 122 (3.93%) Middleware
18 119 (3.83%) React
19 115 (3.70%) Apache Camel
20 99 (3.19%) LAMP
Miscellaneous
1 384 (12.36%) Analytical Skills
2 317 (10.20%) Computer Science
3 291 (9.37%) Visualisation
4 255 (8.21%) Algorithms
5 214 (6.89%) Mathematics
6 177 (5.70%) Statistics
7 106 (3.41%) Data Integration
8 89 (2.86%) Fintech
9 77 (2.48%) Data Structures
10 75 (2.41%) Management Information System
11 58 (1.87%) Data Centre
12 56 (1.80%) Credit Risk
13 54 (1.74%) Foreign Exchange (FX)
14 53 (1.71%) Physics
15 52 (1.67%) Derivative
16 49 (1.58%) PKI
17 43 (1.38%) Clustering
18 39 (1.26%) iPad
19 36 (1.16%) Blog
20 35 (1.13%) Enterprise Software
Operating Systems
1 723 (23.27%) Linux
2 222 (7.15%) Unix
3 160 (5.15%) Windows
4 93 (2.99%) Android
5 89 (2.86%) Apple iOS
6 78 (2.51%) CentOS
7 76 (2.45%) Red Hat Enterprise Linux
8 48 (1.54%) Solaris
9 40 (1.29%) Ubuntu
10 19 (0.61%) Windows Server
11 14 (0.45%) Oracle Linux
12 12 (0.39%) Debian
13 11 (0.35%) Windows Server 2008
13 11 (0.35%) Windows Server 2012
14 8 (0.26%) Windows Server 2003
15 7 (0.23%) Mac OS X
16 5 (0.16%) CoreOS
17 3 (0.097%) Windows XP
18 1 (0.032%) MVS
Processes & Methodologies
1 1431 (46.06%) Agile Software Development
2 947 (30.48%) Analytics
3 636 (20.47%) Business Intelligence
4 554 (17.83%) Software Engineering
5 519 (16.70%) Scrum
6 488 (15.71%) ETL
7 434 (13.97%) TDD
8 402 (12.94%) Machine Learning
9 368 (11.84%) Open Source
10 366 (11.78%) DevOps
11 355 (11.43%) MapReduce
12 341 (10.98%) Data Analytics
13 282 (9.08%) Data Modelling
14 266 (8.56%) Continuous Integration
15 234 (7.53%) SDLC
16 220 (7.08%) Mentoring
17 219 (7.05%) Multithreading
18 212 (6.82%) Kanban
19 189 (6.08%) E-Commerce
20 187 (6.02%) OO
Programming Languages
1 1719 (55.33%) Java
2 1206 (38.82%) Python
3 1053 (33.89%) SQL
4 621 (19.99%) Scala
5 462 (14.87%) JavaScript
6 454 (14.61%) C#
7 440 (14.16%) R
8 313 (10.07%) C++
9 289 (9.30%) Perl
10 203 (6.53%) C
11 202 (6.50%) Ruby
12 159 (5.12%) Bash Shell
13 129 (4.15%) PHP
14 124 (3.99%) T-SQL
15 110 (3.54%) MATLAB
16 96 (3.09%) Go
17 76 (2.45%) Shell Script
18 62 (2.00%) PL/SQL
19 44 (1.42%) Clojure
20 42 (1.35%) VBA
Qualifications
1 501 (16.12%) Degree
2 242 (7.79%) Security Cleared
3 134 (4.31%) PhD
4 111 (3.57%) DV Cleared
5 92 (2.96%) SC Cleared
6 31 (1.00%) CISSP
7 28 (0.90%) Cisco Certification
8 25 (0.80%) GIAC
9 24 (0.77%) CCNA
10 23 (0.74%) Microsoft Certification
11 20 (0.64%) MCSE
12 18 (0.58%) SANS
13 17 (0.55%) Linux+ Certification
13 17 (0.55%) Network+ Certification
13 17 (0.55%) SSCP
14 12 (0.39%) ISEB
15 11 (0.35%) Postgraduate
16 7 (0.23%) GSEC
16 7 (0.23%) PMI Certification
16 7 (0.23%) Security+ Certification
Quality Assurance & Compliance
1 100 (3.22%) Data Quality
2 94 (3.03%) QA
3 21 (0.68%) SLA
4 18 (0.58%) ISO/IEC 27001
5 6 (0.19%) MiFID
6 5 (0.16%) GCP
6 5 (0.16%) ISO 9001
7 4 (0.13%) PCI DSS
8 3 (0.097%) Basel III
8 3 (0.097%) Dodd-Frank
8 3 (0.097%) SDET
9 2 (0.064%) Actionable Recommendations
9 2 (0.064%) COBIT
9 2 (0.064%) GPG13
9 2 (0.064%) IAS 39
10 1 (0.032%) ISO22301
System Software
1 230 (7.40%) HDFS
2 216 (6.95%) Docker
3 130 (4.18%) Apache Flume
4 108 (3.48%) VMware Infrastructure
5 86 (2.77%) Hyper-V
6 49 (1.58%) Apache ZooKeeper
7 46 (1.48%) KVM
8 44 (1.42%) Oracle RAC
9 36 (1.16%) Xen
10 35 (1.13%) NFS
10 35 (1.13%) SRDF
11 30 (0.97%) Virtual Machines
12 17 (0.55%) VirtualBox
13 16 (0.51%) Active Directory
14 12 (0.39%) Snort
15 9 (0.29%) Tivoli Workload Scheduler
16 8 (0.26%) LXC
17 7 (0.23%) vSphere
18 6 (0.19%) Varnish
19 5 (0.16%) Firmware
Systems Management
1 305 (9.82%) Puppet
2 233 (7.50%) Ansible
3 231 (7.43%) Opscode Chef
4 128 (4.12%) Oozie
5 83 (2.67%) Hadoop YARN
6 80 (2.57%) Salt
7 74 (2.38%) Kibana
7 74 (2.38%) logstash
8 48 (1.54%) Kubernetes
9 43 (1.38%) Nagios
10 37 (1.19%) Ambari
11 23 (0.74%) Mesos
11 23 (0.74%) Riemann
12 21 (0.68%) Grafana
13 20 (0.64%) Opsview
14 14 (0.45%) Graphite
14 14 (0.45%) ZABBIX
15 11 (0.35%) Tivoli
16 9 (0.29%) Terraform
17 8 (0.26%) RSA Security Analytics
Vendors
1 521 (16.77%) Oracle
2 236 (7.60%) Microsoft
2 236 (7.60%) Tableau
3 171 (5.50%) Cloudera
4 131 (4.22%) Hortonworks
5 129 (4.15%) VMware
6 118 (3.80%) Google
7 113 (3.64%) Splunk
8 105 (3.38%) Talend
9 96 (3.09%) SAP
10 83 (2.67%) IBM
11 80 (2.57%) Teradata
12 78 (2.51%) Red Hat
13 75 (2.41%) Informatica
14 73 (2.35%) Sybase
15 71 (2.29%) Cognos
16 65 (2.09%) Cisco
16 65 (2.09%) TIBCO
17 42 (1.35%) Netezza
18 41 (1.32%) EMC
London
Harrington Starr
Salary: £50000 - £90000 per annum + equity + bonus
Posted: 14 hours ago
Chester, Cheshire
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
X4 Group
Salary: £70k - 100k per year
Posted: Yesterday
West London
Bentley Whitaker
Salary: From £45,000 to £70,000 per annum + bonus , shares,Pension,health
Posted: Yesterday
London
Premier IT
Salary: £40000 - £60000 per annum
Posted: Yesterday
London
Nakama
Salary: Up to £95,000 per annum Up to €95,000 per annum
Posted: 2 days ago
Milton Keynes, Buckinghamshire
Robert Walters
Salary: £80000 - £94000 per annum + 10% Bonus, Car Allowance
Posted: Yesterday
London
Venturi
Salary: £75000 - £90000 per annum + Bonus + Benefits
Posted: 2 days ago
London
We Are Aspire Ltd
Salary: £33000 - £40000 per annum + attractive benefits package
Posted: 3 days ago
Guildford, Surrey
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 3 days ago
Hampshire
Acumin
Salary: Up to £55,000 per annum DOE
Posted: 2 days ago
London
Initi8 Recruitment
Salary: £70000 - £83000 Per Annum
Posted: Yesterday
Oxfordshire
Austin Fraser
Salary: £22000 - £25000 per annum + Benefits + Training
Posted: Yesterday
East London
Client Server
Salary: competitive salary + bonus + benefits
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £80,000 per annum + benefits and bonus
Posted: Yesterday
Central London / West End
ReThink Recruitment
Posted: 2 days ago
Cambridge, Cambridgeshire
Agentis Solution
Salary: From £40,000 to £45,000 per annum
Posted: Yesterday
City, London
Client Server
Salary: £55k to £65k + benefits
Posted: 2 days ago
London
Initi8 Recruitment
Salary: £80000 - £100000 Per Annum
Posted: 2 days ago
City, London
Pioneer Search
Salary: £550.00 - £700.00 per annum
Posted: 2 days ago
London
Eames Consulting
Salary: £55000 - £80000 per annum + Benefits
Posted: Yesterday
Bracknell, Berkshire
Big Red Recruitment
Salary: £25000 - £30000 per annum
Posted: 3 days ago
London
Colston Consulting
Salary: £60000 - £95000 per annum, Benefits Excellent Benefit and Bonus
Posted: 4 days ago
UK
Source Technology
Salary: From £90,000 to £110,000 per annum + OTE + Car Allowance
Posted: 2 days ago
London
Spencer Knight Recruitment
Salary: From £65,000 to £80,000 per annum + Bonus + Excellent Benefits
Posted: 2 days ago
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 3 days ago
Central London / West End
X4 Group
Salary: £40k - 60k per year
Posted: 5 days ago
Birmingham, West Midlands (County)
I4 Recruitment
Salary: £30k - 45k per year + bonus, package
Posted: 3 days ago
Cambridge, Cambridgeshire
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 2 days ago