Period
to 24 July 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 6 months to 24 July 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
UK
6 months to
24 Jul 2017
Same period 2016 Same period 2015
Rank 195 196 267
Rank change year-on-year +1 +71 +36
Permanent jobs citing Hadoop 3214 3476 2758
As % of all permanent IT jobs advertised in the UK 1.81% 1.72% 1.24%
As % of the Database & Business Intelligence category 5.89% 5.69% 3.88%
Number of salaries quoted 2423 2702 2299
UK median annual salary £62,500 £62,500 £62,500
10th Percentile £35,000 £38,750 £39,950
90th Percentile £100,000 £99,875 £96,250
UK excluding London median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% -

Hadoop is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
UK
Permanent job vacancies with a requirement for database and business intelligence skills 54522 61055 71005
As % of all permanent IT job vacancies advertised in the UK 30.71% 30.18% 31.87%
Number of salaries quoted 45614 52037 59921
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.33%
10th Percentile £29,750 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £42,500 £41,000 £40,000
% change year-on-year +3.66% +2.50% -

Hadoop
Job Vacancy Trend

Job postings citing Hadoop as a percentage of all IT jobs advertised.

Job vacancy trend for Hadoop in the UK

Hadoop
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Hadoop.

Salary trend for Hadoop in the UK

Hadoop
Salary Histogram

The salary distribution of IT jobs citing Hadoop over the 6 months to 24 July 2017.

Salary histogram for Hadoop in the UK

Hadoop
Top 16 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 6 months to 24 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -7 3022 £65,000 +4.00% 230
London -9 1832 £70,000 - 149
UK excluding London +26 1322 £52,500 - 90
South East +47 405 £55,000 - 22
North of England +67 374 £55,000 +15.79% 36
North West +122 271 £60,000 +33.33% 18
South West -19 168 £41,500 -17.00% 9
East of England +48 151 £55,000 -4.35% 10
Scotland +14 105 £41,250 -25.00% 9
Yorkshire -27 84 £52,500 +10.53% 17
Midlands -37 74 £52,500 -8.70% 4
West Midlands -31 52 £55,000 -4.35% 4
Wales +21 38 £35,000 -22.22%
East Midlands -10 22 £50,000 +25.00%
North East +16 19 £45,000 -33.33% 1
Northern Ireland +2 7 £35,000 +2.94%

For the 6 months to 24 July 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 2116 (65.84%) Big Data
2 1682 (52.33%) Java
3 1440 (44.80%) Agile Software Development
4 1438 (44.74%) Apache Spark
5 1366 (42.50%) Python
6 1121 (34.88%) SQL
7 970 (30.18%) Analytics
8 802 (24.95%) NoSQL
9 755 (23.49%) Finance
10 736 (22.90%) Amazon AWS
11 677 (21.06%) Apache Hive
12 664 (20.66%) Business Intelligence
13 649 (20.19%) Scala
14 621 (19.32%) Machine Learning
15 614 (19.10%) MongoDB
16 577 (17.95%) Apache Cassandra
17 576 (17.92%) Linux
18 553 (17.21%) Software Engineering
19 551 (17.14%) Degree
20 548 (17.05%) Analytical Skills
21 536 (16.68%) SQL Server
22 524 (16.30%) Scrum
23 522 (16.24%) R
24 510 (15.87%) Oracle
25 507 (15.77%) Open Source
26 488 (15.18%) DevOps
27 476 (14.81%) Relational Database
28 447 (13.91%) Kafka
29 437 (13.60%) ETL
30 432 (13.44%) Spring

Hadoop
Co-occurring 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 1438 (44.74%) Apache Spark
2 339 (10.55%) Elasticsearch
3 325 (10.11%) SAS
4 312 (9.71%) Apache
5 244 (7.59%) Apache Pig
6 201 (6.25%) Tomcat
7 168 (5.23%) Apache Solr
8 136 (4.23%) JBoss
9 108 (3.36%) OpenStack
10 105 (3.27%) WebLogic
11 93 (2.89%) Jetty
12 79 (2.46%) WebSphere
13 47 (1.46%) IIS
14 43 (1.34%) Confluence
15 28 (0.87%) Oracle SOA Suite
16 25 (0.78%) WebSphere Application Server
17 24 (0.75%) nginx
18 23 (0.72%) SharePoint
19 22 (0.68%) Cloud Foundry
20 21 (0.65%) GlassFish
Applications
1 84 (2.61%) SPSS
2 70 (2.18%) Microsoft Excel
3 23 (0.72%) Spreadsheet
4 21 (0.65%) Microsoft Office
5 19 (0.59%) Microsoft PowerPoint
6 11 (0.34%) MS Visio
7 5 (0.16%) Stata
7 5 (0.16%) Weka
8 4 (0.12%) S-PLUS
9 3 (0.093%) GIMP
9 3 (0.093%) Microsoft Project
9 3 (0.093%) SPSS Modeler
10 2 (0.062%) Gephi
11 1 (0.031%) LaTeX
Business Applications
1 8 (0.25%) Oracle BPM
1 8 (0.25%) SAP GRC
2 5 (0.16%) SAP InfiniteInsight
3 4 (0.12%) BusinessWorks
3 4 (0.12%) SAP HR
4 3 (0.093%) Oracle Applications
5 2 (0.062%) RMDS
5 2 (0.062%) SAP ERP
5 2 (0.062%) SAP Hybris
6 1 (0.031%) Cognos Business Intelligence
6 1 (0.031%) HFM
6 1 (0.031%) Hyperion Enterprise
6 1 (0.031%) SAP S/4HANA
Cloud Services
1 736 (22.90%) Amazon AWS
2 431 (13.41%) Microsoft Azure
3 231 (7.19%) Google Cloud Platform
4 106 (3.30%) SaaS
5 96 (2.99%) Cloud Computing
6 92 (2.86%) GitHub
7 55 (1.71%) Amazon EMR
8 52 (1.62%) PaaS
9 41 (1.28%) Amazon EC2
10 40 (1.24%) Amazon S3
11 35 (1.09%) IaaS
12 21 (0.65%) Amazon Kinesis
12 21 (0.65%) Office 365
13 18 (0.56%) OpenShift
14 14 (0.44%) AWS Lambda
14 14 (0.44%) Azure Machine Learning
15 11 (0.34%) Google Analytics
16 10 (0.31%) Azure Data Factory
17 9 (0.28%) AWS CloudFormation
18 6 (0.19%) Adobe Analytics
Communications & Networking
1 64 (1.99%) Internet
2 40 (1.24%) Kerberos
3 35 (1.09%) Firewall
4 27 (0.84%) TCP/IP
5 23 (0.72%) DNS
6 18 (0.56%) HTTP
7 16 (0.50%) LDAP
7 16 (0.50%) NAS
7 16 (0.50%) SAN
8 15 (0.47%) SSL
9 14 (0.44%) Intranet
9 14 (0.44%) LAN
10 13 (0.40%) Network Security
11 12 (0.37%) WAN
12 11 (0.34%) SNMP
13 10 (0.31%) AMQP
13 10 (0.31%) SMPP
14 9 (0.28%) VPN
15 8 (0.25%) VLAN
16 6 (0.19%) Wireshark
Database & Business Intelligence
1 2116 (65.84%) Big Data
2 802 (24.95%) NoSQL
3 677 (21.06%) Apache Hive
4 614 (19.10%) MongoDB
5 577 (17.95%) Apache Cassandra
6 536 (16.68%) SQL Server
7 476 (14.81%) Relational Database
8 384 (11.95%) HBase
9 365 (11.36%) MySQL
10 359 (11.17%) Data Warehouse
11 248 (7.72%) SQL Server Integration Services
12 244 (7.59%) RDBMS
13 230 (7.16%) Redis
14 214 (6.66%) PostgreSQL
15 185 (5.76%) SQL Server Reporting Services
16 178 (5.54%) Data Mining
17 151 (4.70%) QlikView
18 132 (4.11%) Impala
18 132 (4.11%) SQL Server Analysis Services
19 127 (3.95%) Amazon Redshift
Development Applications
1 262 (8.15%) Git (software)
2 217 (6.75%) Jenkins
3 125 (3.89%) JIRA
4 112 (3.48%) Maven
5 96 (2.99%) JUnit
6 68 (2.12%) Atlassian Bamboo
7 66 (2.05%) Talend Open Studio
8 60 (1.87%) Eclipse
9 53 (1.65%) Team Foundation Server
10 51 (1.59%) Selenium
10 51 (1.59%) TeamCity
11 50 (1.56%) Subversion
12 44 (1.37%) Bitbucket
13 41 (1.28%) Mockito
14 36 (1.12%) Vagrant
15 32 (1.00%) Cucumber
16 31 (0.96%) Ant
17 29 (0.90%) Gradle
18 28 (0.87%) Hudson
19 26 (0.81%) JBehave
General
1 755 (23.49%) Finance
2 331 (10.30%) Banking
3 273 (8.49%) Retail
4 251 (7.81%) Marketing
5 159 (4.95%) Telecoms
6 135 (4.20%) Investment Banking
7 121 (3.76%) Electronics
7 121 (3.76%) Front Office
8 115 (3.58%) Manufacturing
9 82 (2.55%) Games
10 75 (2.33%) Retail Banking
11 36 (1.12%) Legal
12 27 (0.84%) Financial Institution
13 25 (0.78%) Advertising
14 22 (0.68%) Aerospace
15 19 (0.59%) Pharmaceutical
16 16 (0.50%) Military
17 14 (0.44%) Law
18 11 (0.34%) Spanish Language
19 9 (0.28%) Publishing
Job Titles
1 971 (30.21%) Developer
2 534 (16.61%) Java Developer
3 432 (13.44%) Architect
4 362 (11.26%) Data Scientist
5 317 (9.86%) Data Engineer
6 250 (7.78%) Software Engineer
7 208 (6.47%) Data Architect
8 207 (6.44%) Senior Developer
9 199 (6.19%) Big Data Engineer
10 158 (4.92%) Analyst
10 158 (4.92%) Big Data Developer
11 155 (4.82%) Java Engineer
12 146 (4.54%) Hadoop Engineer
13 130 (4.04%) Senior Java Developer
14 126 (3.92%) Big Data Architect
15 115 (3.58%) Software Developer
16 113 (3.52%) Consultant
17 111 (3.45%) Hadoop Developer
18 96 (2.99%) DevOps Engineer
19 93 (2.89%) Cloud Architect
Libraries, Frameworks & Software Standards
1 447 (13.91%) Kafka
2 432 (13.44%) Spring
3 340 (10.58%) Web Services
4 282 (8.77%) .NET
5 268 (8.34%) AngularJS
6 235 (7.31%) HTML
7 211 (6.57%) Node.js
8 210 (6.53%) Hibernate
9 172 (5.35%) React
10 170 (5.29%) REST
11 165 (5.13%) XML
12 157 (4.88%) CSS
13 134 (4.17%) RESTful
14 129 (4.01%) RabbitMQ
15 111 (3.45%) HTML5
16 108 (3.36%) JSON
17 106 (3.30%) Elastic Stack
18 102 (3.17%) Lucene
19 99 (3.08%) Natural Language Processing
20 96 (2.99%) J2EE
Miscellaneous
1 548 (17.05%) Analytical Skills
2 339 (10.55%) Computer Science
3 221 (6.88%) Algorithms
4 199 (6.19%) Greenfield Project
5 97 (3.02%) Data Structures
6 77 (2.40%) Management Information System
7 73 (2.27%) Foreign Exchange (FX)
8 72 (2.24%) Fintech
9 64 (1.99%) Enterprise Software
9 64 (1.99%) Public Cloud
10 51 (1.59%) Clustering
11 49 (1.52%) User Experience
12 45 (1.40%) Virtual Team
13 39 (1.21%) Mobile App
14 37 (1.15%) Equities
15 34 (1.06%) Linux Command Line
16 33 (1.03%) Data Centre
17 28 (0.87%) Fixed Income
18 27 (0.84%) Social Network
19 25 (0.78%) PKI
Operating Systems
1 576 (17.92%) Linux
2 204 (6.35%) Windows
3 203 (6.32%) Unix
4 55 (1.71%) Android
5 52 (1.62%) Apple iOS
5 52 (1.62%) Red Hat Enterprise Linux
6 41 (1.28%) Windows Server
7 35 (1.09%) CentOS
8 17 (0.53%) Ubuntu
9 13 (0.40%) Solaris
10 7 (0.22%) Windows Server 2003
11 6 (0.19%) Mac OS
11 6 (0.19%) VMS
12 4 (0.12%) Mac OS X
13 3 (0.093%) AIX
13 3 (0.093%) Kali Linux
13 3 (0.093%) Oracle Linux
14 2 (0.062%) CoreOS
14 2 (0.062%) Mesosphere
14 2 (0.062%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1440 (44.80%) Agile Software Development
2 970 (30.18%) Analytics
3 664 (20.66%) Business Intelligence
4 621 (19.32%) Machine Learning
5 553 (17.21%) Software Engineering
6 524 (16.30%) Scrum
7 507 (15.77%) Open Source
8 488 (15.18%) DevOps
9 437 (13.60%) ETL
10 414 (12.88%) TDD
11 382 (11.89%) Visualisation
12 337 (10.49%) Continuous Integration
13 324 (10.08%) MapReduce
14 295 (9.18%) Data Analytics
15 271 (8.43%) OO
16 267 (8.31%) BDD
17 261 (8.12%) Data Modelling
18 245 (7.62%) Mentoring
19 234 (7.28%) SDLC
20 233 (7.25%) Test Automation
Programming Languages
1 1682 (52.33%) Java
2 1366 (42.50%) Python
3 1121 (34.88%) SQL
4 649 (20.19%) Scala
5 522 (16.24%) R
6 418 (13.01%) JavaScript
7 329 (10.24%) C#
8 326 (10.14%) C++
9 177 (5.51%) Perl
10 165 (5.13%) C
11 147 (4.57%) Bash Shell
12 142 (4.42%) Go
13 131 (4.08%) Ruby
14 121 (3.76%) Shell Script
15 108 (3.36%) T-SQL
16 104 (3.24%) PHP
17 89 (2.77%) MATLAB
18 45 (1.40%) PL/SQL
19 38 (1.18%) VBA
20 34 (1.06%) PowerShell
Qualifications
1 551 (17.14%) Degree
2 236 (7.34%) Security Cleared
3 147 (4.57%) PhD
4 126 (3.92%) Computer Science Degree
5 104 (3.24%) SC Cleared
6 90 (2.80%) Master's Degree
7 82 (2.55%) DV Cleared
8 41 (1.28%) Numerate Degree
9 22 (0.68%) Microsoft Certification
10 18 (0.56%) CITP
11 17 (0.53%) MCITP
12 16 (0.50%) MCTS
13 15 (0.47%) Postgraduate
14 13 (0.40%) ISTQB
15 10 (0.31%) CISSP
15 10 (0.31%) ISEB
16 7 (0.22%) BPSS Clearance
17 5 (0.16%) ISSEP
18 4 (0.12%) PMI Certification
18 4 (0.12%) PMP
Quality Assurance & Compliance
1 138 (4.29%) Data Quality
2 131 (4.08%) QA
3 27 (0.84%) GCP
4 20 (0.62%) GDPR
5 16 (0.50%) PCI DSS
6 15 (0.47%) Sarbanes-Oxley
7 11 (0.34%) ISO/IEC 27001
8 10 (0.31%) SLA
9 5 (0.16%) NIST 800
10 4 (0.12%) Actionable Recommendations
10 4 (0.12%) Government Security Classifications
11 1 (0.031%) Basel III
11 1 (0.031%) Dodd-Frank
11 1 (0.031%) GPG13
11 1 (0.031%) ISO 22301
11 1 (0.031%) ISO 9001
11 1 (0.031%) MiFID
11 1 (0.031%) PMO
System Software
1 289 (8.99%) Docker
2 220 (6.85%) HDFS
3 130 (4.04%) Apache Flume
4 46 (1.43%) VMware Infrastructure
5 39 (1.21%) Active Directory
6 34 (1.06%) Apache ZooKeeper
7 26 (0.81%) Virtual Machines
8 18 (0.56%) Hyper-V
9 14 (0.44%) Varnish
10 10 (0.31%) vSphere
11 9 (0.28%) VMware ESXi
12 8 (0.25%) Oracle RAC
13 6 (0.19%) KVM
14 5 (0.16%) Xen
15 4 (0.12%) NFS
15 4 (0.12%) SRDF
15 4 (0.12%) Tivoli Workload Scheduler
15 4 (0.12%) VirtualBox
16 3 (0.093%) vCloud
17 2 (0.062%) etcd
Systems Management
1 280 (8.71%) Puppet
2 271 (8.43%) Ansible
3 259 (8.06%) Opscode Chef
4 121 (3.76%) Kubernetes
5 106 (3.30%) Kibana
6 99 (3.08%) Oozie
7 90 (2.80%) logstash
8 83 (2.58%) Mesos
9 65 (2.02%) Salt
10 48 (1.49%) Hadoop YARN
11 30 (0.93%) ZABBIX
12 27 (0.84%) Terraform
13 24 (0.75%) Nagios
14 23 (0.72%) Ambari
15 12 (0.37%) Graphite
16 11 (0.34%) HAProxy
17 10 (0.31%) Failover Clustering
17 10 (0.31%) Red Hat Satellite
18 9 (0.28%) Packer
19 8 (0.25%) Consul
Vendors
1 510 (15.87%) Oracle
2 334 (10.39%) Tableau
3 248 (7.72%) Microsoft
4 222 (6.91%) Google
5 221 (6.88%) SAP
6 218 (6.78%) Cloudera
7 147 (4.57%) Hortonworks
8 90 (2.80%) Informatica
9 87 (2.71%) Teradata
10 73 (2.27%) IBM
11 72 (2.24%) Red Hat
11 72 (2.24%) Splunk
12 66 (2.05%) MapR
12 66 (2.05%) Talend
13 57 (1.77%) VMware
14 53 (1.65%) Cognos
15 47 (1.46%) MicroStrategy
16 38 (1.18%) Sybase
17 35 (1.09%) Ab Initio
17 35 (1.09%) TIBCO
Aldershot, Hampshire
Austin Fraser
Salary: £50000 - £70000 per annum + Benefits and Bonus
Posted: 12 hours ago
City, London
Montash
Salary: £90000 - £100000 per annum + Bens
Posted: 14 hours ago
Cheshire
Churchill Frank
Salary: £55000 - £65000 per annum + Benefits
Posted: 11 hours ago
London
Martin & Conley
Salary: £85000 - £120000 per annum + Benefits!
Posted: 12 hours ago
East London
Freshtechit
Salary: From £70,000 to £90,000 per annum
Posted: 19 hours ago
South East London
Client Server
Salary: £80k to £95k + benefits
Posted: 20 hours ago
London
HAYS INFORMATION TECHNOLOGY
Salary: £450.00 - £550.00 per day
Posted: 19 hours ago
London
Harvey Nash plc
Salary: £60000 - £65000 per annum
Posted: 17 hours ago
Cheltenham, Gloucestershire
Searchability
Salary: £55000 - £75000 per annum + Benefits
Posted: 15 hours ago
London
Eligo Recruitment Ltd
Salary: £50000 - £60000 per annum + Healthcare, Bonus package
Posted: 11 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £85000 - £150000 per annum + Negotiable
Posted: 15 hours ago
City, London
TEKsystems
Salary: £50000 - £80000 per annum + benefits
Posted: 11 hours ago
North West London
Understanding Recruitment
Salary: £50000 - £55000 per annum + shares
Posted: Yesterday
North West London
Franklin Bates
Posted: 17 hours ago
South East London
Client Server
Salary: £75k to £90k + benefits
Posted: 17 hours ago
City, London
HFG
Salary: £35000 - £45000 per annum
Posted: 12 hours ago
London
Energon People
Salary: £85000.00 per annum + Amazing Package
Posted: 18 hours ago
Central London / West End
Source Coders
Salary: From £60,000 to £80,000 per annum
Posted: 3 days ago
City, London
Client Server
Salary: £60k to £75k + stock options
Posted: 18 hours ago
West London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £70000 Per Annum Plus excellent benefits
Posted: 18 hours ago
London
Harvey Nash plc
Salary: £80000 - £90000 per annum
Posted: 16 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k + benefits
Posted: 3 days ago
Newcastle, Staffordshire
Searchability
Salary: £23000 - £28000 per annum + Benefits
Posted: 15 hours ago
City, London
Careerwise UK Limited
Salary: £65000 - £75000 per annum + bonus + Benefits
Posted: 3 days ago
London
Talent Point Ltd
Salary: £50000.00 - £75000.00 per annum
Posted: 3 days ago
Edinburgh, Midlothian
Oho Group Ltd.
Salary: Competitive
Posted: 3 days ago
Central London / West End
Evolution Recruitment Solutions
Salary: 30,000 - 50,000 + Benefits
Posted: 3 days ago
London
Digitech Resourcing Ltd
Salary: From £40,000 to £75,000 per annum + Package
Posted: 3 days ago
London
Careerwise UK Limited
Salary: £65000 - £70000 per annum + benefits
Posted: 4 days ago
London
Spectrum IT Recruitment (South) Ltd
Posted: 3 days ago