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 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Apache Hadoop
UK
Rank 190 192 292
Rank change year-on-year
+2 +100
Permanent jobs citing Hadoop 1478 1779 1145
As % of all permanent IT jobs located in the UK 1.76% 1.74% 1.09%
As % of the Database & Business Intelligence category 5.80% 5.50% 3.49%
Number of salaries quoted 1183 1443 1007
Median salary £65,000 £65,000 £62,500
Median salary % change year-on-year
- +4.00%
90% offered a salary of more than £40,000 £42,650 £42,500
10% offered a salary of more than £95,000 £100,000 £90,000
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
25501 32364 32840
As % of all permanent IT jobs located in the UK 30.37% 31.60% 31.19%
Number of salaries quoted 21700 27465 28138
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 £31,000
10% offered a salary of more than £72,500 £70,000 £71,000
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 22 February 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 22 February 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 -3 1387 £65,000 - 218
London -23 857 £72,500 +7.40% 136
South East +115 183 £58,500 +6.36% 22
South West +78 134 £47,000 +4.44% 9
City of London -37 117 £75,000 +13.20% 35
North West +56 98 £56,000 +51.35% 21
Manchester +50 81 £57,000 +78.82% 17
Surrey +107 61 £57,500 +54.36% 7
Berkshire +49 60 £51,500 -6.36% 9
Scotland +46 60 £60,000 +33.33% 8
Edinburgh +20 53 £65,000 +36.84% 6
Gloucestershire -2 45 £40,000 -13.51% 1
Somerset +27 38 £42,000 -16.00% 5
Guildford +51 35 £75,000 +167.85% 3
West Midlands -26 34 £58,750 +2.17% 1
East of England +13 33 £60,000 +15.38% 10
Bristol +18 32 £55,000 +37.50% 3
Birmingham +45 31 £58,750 - 1
Yorkshire -2 31 £50,000 -16.66% 13
Reading +39 28 £47,500 -13.63% 3
Slough +38 20 £80,000 -7.24% 4
Chiswick +8 19 £57,500 -4.16% 1
Taunton - 17 £39,500 - 2
Buckinghamshire +22 16 £65,000 +57.57% 4
Hampshire +4 16 £77,500 +47.61% 1
West Yorkshire -12 16 £55,000 +10.00% 5
Leeds -8 15 £55,000 - 5
Milton Keynes +14 13 £84,750 +78.42% 2
Oxfordshire +26 12 £24,000 -78.18%
Staines - 12 - - 3

Hadoop
Top 30 Related IT Skills

For the 6 months to 22 February 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 1993 (63.51%) Big Data
2 1699 (54.14%) Java
3 1426 (45.44%) Agile Software Development
4 1360 (43.34%) Apache Spark
5 1204 (38.37%) Python
6 1045 (33.30%) SQL
7 934 (29.76%) Analytics
8 877 (27.95%) NoSQL
9 781 (24.89%) Apache Hive
10 779 (24.82%) Finance
11 775 (24.70%) MongoDB
12 723 (23.04%) Linux
13 648 (20.65%) Amazon AWS
14 632 (20.14%) Business Intelligence
15 584 (18.61%) Scala
16 562 (17.91%) Oracle
17 560 (17.85%) Software Engineering
18 546 (17.40%) SQL Server
19 544 (17.34%) Degree
20 527 (16.79%) Apache Cassandra
21 526 (16.76%) Scrum
22 491 (15.65%) HBase
23 471 (15.01%) Apache Pig
24 465 (14.82%) JavaScript
25 457 (14.56%) C#
26 454 (14.47%) ETL
27 448 (14.28%) TDD
28 439 (13.99%) Relational Database
29 436 (13.89%) R
30 435 (13.86%) 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 1360 (43.34%) Apache Spark
2 471 (15.01%) Apache Pig
3 382 (12.17%) Elasticsearch
4 367 (11.70%) Apache
5 253 (8.06%) SAS
6 210 (6.69%) Tomcat
7 153 (4.88%) Apache Solr
8 139 (4.43%) OpenStack
9 129 (4.11%) JBoss
10 124 (3.95%) WebSphere
11 116 (3.70%) Jetty
12 106 (3.38%) WebLogic
13 62 (1.98%) IIS
14 53 (1.69%) Confluence
15 42 (1.34%) Oracle Coherence
16 33 (1.05%) DataSynapse
16 33 (1.05%) Oracle HTTP Server
17 21 (0.67%) SharePoint
18 20 (0.64%) nginx
19 19 (0.61%) WebSphere Application Server
Applications
1 108 (3.44%) SPSS
2 90 (2.87%) MS Excel
3 28 (0.89%) MS PowerPoint
4 14 (0.45%) MS Visio
5 7 (0.22%) Stata
6 5 (0.16%) MS Office
7 4 (0.13%) Mathematica
7 4 (0.13%) Spreadsheet
8 3 (0.096%) Weka
9 2 (0.064%) Gephi
9 2 (0.064%) GNU Octave
9 2 (0.064%) S-PLUS
10 1 (0.032%) Mingle
10 1 (0.032%) MS Project
Business Applications
1 33 (1.05%) RMDS
2 20 (0.64%) SAP Oil and Gas
3 8 (0.25%) FastStats
4 4 (0.13%) Magento
5 2 (0.064%) Bloomberg TOMS
5 2 (0.064%) SAP ERP
6 1 (0.032%) Adobe Campaign
6 1 (0.032%) BusinessWorks
6 1 (0.032%) Cognos Business Intelligence
6 1 (0.032%) Dynamics AX
6 1 (0.032%) Dynamics NAV
6 1 (0.032%) Oracle AML
6 1 (0.032%) Oracle Applications
6 1 (0.032%) SAP HR
6 1 (0.032%) SAP S/4HANA
Cloud Services
1 648 (20.65%) Amazon AWS
2 342 (10.90%) Microsoft Azure
3 115 (3.66%) SaaS
4 100 (3.19%) Google Cloud Platform
5 73 (2.33%) GitHub
6 71 (2.26%) Amazon S3
7 57 (1.82%) Cloud Computing
8 56 (1.78%) PaaS
9 55 (1.75%) Amazon EMR
10 43 (1.37%) Amazon EC2
11 29 (0.92%) IaaS
12 23 (0.73%) AWS Lambda
13 22 (0.70%) Sumo Logic
14 18 (0.57%) Google Analytics
15 12 (0.38%) Amazon Kinesis
15 12 (0.38%) IBM Cloud
16 8 (0.25%) Google App Engine
17 7 (0.22%) Amazon CloudWatch
17 7 (0.22%) Amazon SQS
18 6 (0.19%) AWS CloudFormation
Communications & Networking
1 67 (2.14%) Internet
2 63 (2.01%) HTTP
3 52 (1.66%) TCP/IP
4 50 (1.59%) LAN
4 50 (1.59%) WAN
5 46 (1.47%) Kerberos
6 44 (1.40%) NAS
6 44 (1.40%) SAN
7 43 (1.37%) Multicast
8 41 (1.31%) FCoE
8 41 (1.31%) Fibre Channel
8 41 (1.31%) iSCSI
9 28 (0.89%) Firewall
10 17 (0.54%) DNS
11 15 (0.48%) Network Security
12 14 (0.45%) SSL
13 13 (0.41%) FTP
14 12 (0.38%) LDAP
15 11 (0.35%) Intranet
16 8 (0.25%) tcpdump
Database & Business Intelligence
1 1993 (63.51%) Big Data
2 877 (27.95%) NoSQL
3 781 (24.89%) Apache Hive
4 775 (24.70%) MongoDB
5 546 (17.40%) SQL Server
6 527 (16.79%) Apache Cassandra
7 491 (15.65%) HBase
8 439 (13.99%) Relational Database
9 434 (13.83%) MySQL
10 425 (13.54%) Data Warehouse
11 252 (8.03%) RDBMS
12 231 (7.36%) SQL Server Integration Services
13 203 (6.47%) Redis
14 200 (6.37%) PostgreSQL
15 171 (5.45%) Neo4j
16 162 (5.16%) SQL Server Reporting Services
17 154 (4.91%) Data Mining
18 141 (4.49%) Amazon Redshift
19 139 (4.43%) Impala
20 132 (4.21%) SQL Server Analysis Services
Development Applications
1 226 (7.20%) Git (software)
2 164 (5.23%) Jenkins
3 135 (4.30%) JIRA
4 99 (3.15%) Talend Open Studio
5 82 (2.61%) Vagrant
6 72 (2.29%) Maven
7 54 (1.72%) Subversion
8 50 (1.59%) JUnit
9 49 (1.56%) Selenium
10 45 (1.43%) Atlassian Bamboo
11 42 (1.34%) Team Foundation Server
12 34 (1.08%) TeamCity
13 24 (0.76%) Gradle
14 23 (0.73%) Visual Studio
15 21 (0.67%) TestNG
16 20 (0.64%) Sonatype Nexus
17 18 (0.57%) Cucumber
17 18 (0.57%) Mockito
18 17 (0.54%) Ant
19 15 (0.48%) IntelliJ
General
1 779 (24.82%) Finance
2 414 (13.19%) Banking
3 223 (7.11%) Retail
4 183 (5.83%) Marketing
5 134 (4.27%) Investment Banking
6 125 (3.98%) Games
7 93 (2.96%) Telecoms
8 53 (1.69%) Front Office
9 46 (1.47%) Legal
10 41 (1.31%) Manufacturing
11 38 (1.21%) Military
12 29 (0.92%) Advertising
13 26 (0.83%) Automotive
14 25 (0.80%) Electronics
15 22 (0.70%) Financial Institution
16 18 (0.57%) Law
17 17 (0.54%) Publishing
18 13 (0.41%) Multimedia
19 12 (0.38%) Online Betting
20 11 (0.35%) Back Office
Job Titles
1 1085 (34.58%) Developer
2 559 (17.81%) Java Developer
3 482 (15.36%) Architect
4 297 (9.46%) Data Engineer
5 275 (8.76%) Senior Developer
6 259 (8.25%) Data Architect
7 255 (8.13%) Data Scientist
8 217 (6.92%) Software Engineer
9 208 (6.63%) Big Data Developer
10 204 (6.50%) Big Data Engineer
11 177 (5.64%) Big Data Architect
12 165 (5.26%) Consultant
13 147 (4.68%) Java Engineer
14 140 (4.46%) Senior Java Developer
15 139 (4.43%) Hadoop Developer
16 138 (4.40%) Analyst
17 126 (4.02%) Software Developer
18 112 (3.57%) Administrator
19 97 (3.09%) Solutions Architect
20 92 (2.93%) Technical Architect
Libraries, Frameworks & Software Standards
1 389 (12.40%) Spring
2 362 (11.54%) AngularJS
3 314 (10.01%) HTML
4 289 (9.21%) Web Services
5 276 (8.80%) Kafka
6 237 (7.55%) Node.js
7 232 (7.39%) .NET
8 217 (6.92%) Hibernate
9 185 (5.90%) CSS
10 164 (5.23%) REST
11 159 (5.07%) Java EE
12 158 (5.04%) J2EE
12 158 (5.04%) React
13 150 (4.78%) Elastic Stack
13 150 (4.78%) HTML5
14 146 (4.65%) jQuery
15 143 (4.56%) XML
16 127 (4.05%) Middleware
17 120 (3.82%) Apache Camel
18 103 (3.28%) Lucene
Miscellaneous
1 405 (12.91%) Analytical Skills
2 347 (11.06%) Computer Science
3 260 (8.29%) Algorithms
4 91 (2.90%) Fintech
5 86 (2.74%) Management Information System
6 78 (2.49%) Data Structures
7 57 (1.82%) Clustering
8 54 (1.72%) Credit Risk
9 50 (1.59%) PKI
10 49 (1.56%) Data Centre
11 47 (1.50%) Foreign Exchange (FX)
12 42 (1.34%) Enterprise Software
13 40 (1.27%) Equities
14 38 (1.21%) Mobile App
14 38 (1.21%) User Experience
15 35 (1.12%) Blog
15 35 (1.12%) Derivative
15 35 (1.12%) iPad
16 33 (1.05%) Fixed Income
17 32 (1.02%) Replication
Operating Systems
1 723 (23.04%) Linux
2 219 (6.98%) Unix
3 179 (5.70%) Windows
4 102 (3.25%) Android
5 100 (3.19%) Apple iOS
6 75 (2.39%) CentOS
7 69 (2.20%) Red Hat Enterprise Linux
8 47 (1.50%) Solaris
9 35 (1.12%) Ubuntu
10 21 (0.67%) Windows Server
11 17 (0.54%) Oracle Linux
12 12 (0.38%) Windows Server 2008
12 12 (0.38%) Windows Server 2012
13 11 (0.35%) Debian
14 8 (0.25%) Windows Server 2003
15 5 (0.16%) Mac OS X
16 4 (0.13%) CoreOS
17 3 (0.096%) Windows XP
18 1 (0.032%) AIX
18 1 (0.032%) MVS
Processes & Methodologies
1 1426 (45.44%) Agile Software Development
2 934 (29.76%) Analytics
3 632 (20.14%) Business Intelligence
4 560 (17.85%) Software Engineering
5 526 (16.76%) Scrum
6 454 (14.47%) ETL
7 448 (14.28%) TDD
8 435 (13.86%) Machine Learning
9 416 (13.26%) DevOps
10 391 (12.46%) Open Source
11 350 (11.15%) MapReduce
12 301 (9.59%) Visualisation
13 297 (9.46%) Data Analytics
14 295 (9.40%) Mathematics
15 293 (9.34%) Continuous Integration
16 283 (9.02%) Data Modelling
17 255 (8.13%) SDLC
18 238 (7.58%) Mentoring
19 218 (6.95%) Multithreading
20 215 (6.85%) Kanban
Programming Languages
1 1699 (54.14%) Java
2 1204 (38.37%) Python
3 1045 (33.30%) SQL
4 584 (18.61%) Scala
5 465 (14.82%) JavaScript
6 457 (14.56%) C#
7 436 (13.89%) R
8 296 (9.43%) C++
9 278 (8.86%) Perl
10 206 (6.56%) C
11 200 (6.37%) Ruby
12 154 (4.91%) Bash Shell
13 126 (4.02%) PHP
14 119 (3.79%) T-SQL
15 106 (3.38%) Go
16 82 (2.61%) MATLAB
16 82 (2.61%) Shell Script
17 53 (1.69%) PL/SQL
18 34 (1.08%) Groovy
18 34 (1.08%) VBA
Qualifications
1 544 (17.34%) Degree
2 231 (7.36%) Security Cleared
3 135 (4.30%) PhD
4 111 (3.54%) DV Cleared
5 84 (2.68%) SC Cleared
6 29 (0.92%) CISSP
7 18 (0.57%) Cisco Certification
7 18 (0.57%) GIAC
7 18 (0.57%) Microsoft Certification
8 17 (0.54%) CCNA
9 15 (0.48%) ISEB
10 13 (0.41%) MCSE
10 13 (0.41%) SANS
11 12 (0.38%) Linux+ Certification
11 12 (0.38%) Network+ Certification
11 12 (0.38%) SSCP
12 10 (0.32%) ISTQB
13 9 (0.29%) Postgraduate
14 7 (0.22%) BPSS Clearance
14 7 (0.22%) CISM
Quality Assurance & Compliance
1 125 (3.98%) QA
2 100 (3.19%) Data Quality
3 23 (0.73%) ISO/IEC 27001
4 21 (0.67%) SLA
5 12 (0.38%) IFRS
5 12 (0.38%) IFRS 9
6 6 (0.19%) MiFID
7 5 (0.16%) GCP
7 5 (0.16%) ISO 9001
7 5 (0.16%) PCI DSS
8 4 (0.13%) Basel III
8 4 (0.13%) Dodd-Frank
8 4 (0.13%) Sarbanes-Oxley
9 3 (0.096%) GPG13
10 2 (0.064%) Actionable Recommendations
10 2 (0.064%) COBIT
10 2 (0.064%) IAS 39
11 1 (0.032%) ISO22301
11 1 (0.032%) SDET
System Software
1 238 (7.58%) HDFS
2 220 (7.01%) Docker
3 132 (4.21%) Apache Flume
4 119 (3.79%) VMware Infrastructure
5 96 (3.06%) Hyper-V
6 51 (1.63%) KVM
7 50 (1.59%) Oracle RAC
8 43 (1.37%) Xen
9 41 (1.31%) Apache ZooKeeper
9 41 (1.31%) NFS
9 41 (1.31%) SRDF
10 25 (0.80%) Virtual Machines
11 18 (0.57%) Active Directory
12 13 (0.41%) Snort
12 13 (0.41%) VirtualBox
13 7 (0.22%) Varnish
14 5 (0.16%) vSphere
15 4 (0.13%) Firmware
15 4 (0.13%) GridGain
16 3 (0.096%) LXC
Systems Management
1 322 (10.26%) Puppet
2 264 (8.41%) Ansible
3 246 (7.84%) Opscode Chef
4 135 (4.30%) Oozie
5 94 (3.00%) Kibana
6 92 (2.93%) Salt
7 87 (2.77%) logstash
8 66 (2.10%) Hadoop YARN
9 57 (1.82%) Kubernetes
10 36 (1.15%) Nagios
11 35 (1.12%) Ambari
12 27 (0.86%) Riemann
13 26 (0.83%) Mesos
14 20 (0.64%) Grafana
14 20 (0.64%) Opsview
15 18 (0.57%) Graphite
16 13 (0.41%) Terraform
16 13 (0.41%) ZABBIX
17 8 (0.25%) McAfee ePO
17 8 (0.25%) QRadar
Vendors
1 562 (17.91%) Oracle
2 241 (7.68%) Tableau
3 229 (7.30%) Microsoft
4 148 (4.72%) Cloudera
5 141 (4.49%) VMware
6 135 (4.30%) Google
7 134 (4.27%) Hortonworks
8 99 (3.15%) Talend
9 93 (2.96%) Splunk
10 91 (2.90%) IBM
10 91 (2.90%) Teradata
11 87 (2.77%) SAP
11 87 (2.77%) Sybase
12 80 (2.55%) Informatica
13 78 (2.49%) Red Hat
14 70 (2.23%) TIBCO
15 67 (2.14%) Cisco
15 67 (2.14%) Cognos
16 49 (1.56%) Intel
17 47 (1.50%) EMC
City, London
Square One Resources
Salary: From £80,000 to £150,000 per annum + Benefits
Posted: 1 hour ago
London
Pro-Quest Resourcing Ltd
Salary: From £100,000 to £120,000 per annum +bonus+benefits
Posted: 3 hours ago
Bracknell, Berkshire
Stott & May
Salary: £25000 - £55000 per annum + benefits
Posted: 9 hours ago
West London
Reco Ltd
Salary: From £60,000 to £80,000 per annum + benefits
Posted: 10 hours ago
London
McGregor Boyall
Salary: £65000 - £85000 per annum
Posted: 8 hours ago
London
Oliver James Associates
Salary: £45000 - £60000 per annum
Posted: 2 hours ago
London
Hays Finance Technology
Salary: generous bonus
Posted: 9 hours ago
Cardiff, South Glamorgan
CPS Group UK
Salary: £20000 - £25000 per annum
Posted: 4 hours ago
Leeds, West Yorkshire
Engage PSG
Salary: £65000 - £75000 per annum + pension, healthcare
Posted: 10 hours ago
Hampshire
Austin Fraser
Salary: £60000.00 - £75000.00 per annum + Benefits
Posted: 8 hours ago
City, London
Square One Resources
Salary: From £0 to £130,000 per annum + Benefits
Posted: Yesterday
Gloucestershire
Informatiq Consulting
Salary: £24000 - £32000 per annum + Benefits
Posted: 2 hours ago
City, London
Pioneer Search
Salary: £65000 - £80000 per annum
Posted: Yesterday
Bristol, Avon
Aviva
Salary: Competitive
Posted: 8 hours ago
Norwich, Norfolk
Aviva
Salary: Competitive
Posted: 8 hours ago
Edinburgh, Midlothian
Informatiq Consulting
Posted: 5 hours ago
London
TEKsystems
Salary: £55000 - £65000 per annum + Package
Posted: 9 hours ago
Lancashire
Verticality Ltd
Salary: to £60k DOE + Benefits
Posted: 9 hours ago
Bromley, Kent
Sterlings Partnership
Salary: From £60,000 to £100,000 per annum Competitive benefits package
Posted: Yesterday
City, London
Evolution Recruitment Solutions
Salary: 55000 - 70000 + excellent benefits
Posted: 5 hours ago
Manchester, Lancashire
Oliver James Associates
Salary: £40000 - £41000 per annum
Posted: 2 hours ago
City, London
ANSON MCCADE
Salary: £65,000 - £75,000 + Package
Posted: 4 hours ago
Guildford, Surrey
ANSON MCCADE
Salary: £65,000 - £75,000 + Package
Posted: 4 hours ago
City, London
Square One Resources
Salary: From £0 to £130,000 per annum + Benefits
Posted: Yesterday
London
Harvey Nash plc
Salary: £60000 - £65000 per annum + Bonus
Posted: 5 hours ago
Aylesbury, Buckinghamshire
Go Partnership.
Salary: From £50,000 to £65,000 per annum Base + Bonus + Benefits
Posted: 5 hours ago
City, London
Informatiq Consulting
Salary: £60000 - £70000 per annum + Bens
Posted: Yesterday
Bristol, Avon
Colston Consulting
Salary: £45000 - £65000 per annum
Posted: Yesterday
City, London
Oliver James Associates
Salary: £80000 - £90000 per annum
Posted: 2 days ago
London
Joseph Harry Ltd
Salary: £35000 - £50000 per annum + 25% Bonus + 10% Pension
Posted: 11 hours ago