Period
to 20 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 20 July 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
UK
6 months to
20 Jul 2017
Same period 2016 Same period 2015
Rank 190 192 269
Rank change year-on-year +2 +77 +30
Permanent jobs citing Hadoop 3220 3499 2714
As % of all permanent IT jobs advertised in the UK 1.82% 1.72% 1.22%
As % of the Database & Business Intelligence category 5.92% 5.70% 3.84%
Number of salaries quoted 2444 2727 2270
UK median annual salary £62,500 £62,500 £62,500
10th Percentile £35,000 £38,750 £40,000
90th Percentile £100,000 £100,000 £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 54371 61380 70693
As % of all permanent IT job vacancies advertised in the UK 30.71% 30.24% 31.90%
Number of salaries quoted 45590 52299 59649
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
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 20 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 20 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 -3 3027 £65,000 +4.00% 206
London -8 1838 £70,000 - 129
UK excluding London +40 1320 £52,500 - 90
South East +42 405 £55,000 - 23
North of England +76 374 £55,000 +15.79% 35
North West +123 272 £60,000 +33.33% 19
South West -24 169 £42,000 -16.00% 7
East of England +53 150 £55,000 -4.35% 8
Scotland +11 106 £42,500 -22.73% 9
Yorkshire -25 83 £52,500 +10.53% 15
Midlands -47 73 £52,500 -8.70% 4
West Midlands -42 51 £55,000 -4.35% 4
Wales +18 36 £35,000 -22.22% 4
East Midlands -3 22 £50,000 +25.00%
North East +20 19 £45,000 -33.33% 1
Northern Ireland - 7 £35,000 -

For the 6 months to 20 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 2114 (65.65%) Big Data
2 1675 (52.02%) Java
3 1445 (44.88%) Agile Software Development
4 1435 (44.57%) Apache Spark
5 1368 (42.48%) Python
6 1122 (34.84%) SQL
7 979 (30.40%) Analytics
8 811 (25.19%) NoSQL
9 758 (23.54%) Finance
10 742 (23.04%) Amazon AWS
11 675 (20.96%) Apache Hive
12 669 (20.78%) Business Intelligence
13 650 (20.19%) Scala
14 623 (19.35%) Machine Learning
15 620 (19.25%) MongoDB
16 582 (18.07%) Linux
17 577 (17.92%) Apache Cassandra
18 558 (17.33%) Degree
19 546 (16.96%) Software Engineering
20 544 (16.89%) Analytical Skills
21 543 (16.86%) SQL Server
22 529 (16.43%) Scrum
23 524 (16.27%) R
24 514 (15.96%) Oracle
25 507 (15.75%) Open Source
26 496 (15.40%) DevOps
27 471 (14.63%) Relational Database
28 449 (13.94%) Kafka
29 438 (13.60%) Microsoft Azure
30 433 (13.45%) ETL

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 1435 (44.57%) Apache Spark
2 341 (10.59%) Elasticsearch
3 325 (10.09%) SAS
4 312 (9.69%) Apache
5 247 (7.67%) Apache Pig
6 203 (6.30%) Tomcat
7 167 (5.19%) Apache Solr
8 135 (4.19%) JBoss
9 109 (3.39%) OpenStack
10 105 (3.26%) WebLogic
11 96 (2.98%) Jetty
12 81 (2.52%) WebSphere
13 49 (1.52%) IIS
14 44 (1.37%) Confluence
15 28 (0.87%) Oracle SOA Suite
16 25 (0.78%) nginx
16 25 (0.78%) SharePoint
16 25 (0.78%) WebSphere Application Server
17 22 (0.68%) Cloud Foundry
18 21 (0.65%) GlassFish
Applications
1 84 (2.61%) SPSS
2 70 (2.17%) Microsoft Excel
3 23 (0.71%) 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%) GNU Octave
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
4 3 (0.093%) RMDS
4 3 (0.093%) 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
1 742 (23.04%) Amazon AWS
2 438 (13.60%) Microsoft Azure
3 233 (7.24%) Google Cloud Platform
4 106 (3.29%) SaaS
5 94 (2.92%) Cloud Computing
5 94 (2.92%) GitHub
6 52 (1.61%) Amazon EMR
6 52 (1.61%) PaaS
7 42 (1.30%) Amazon EC2
8 41 (1.27%) Amazon S3
9 35 (1.09%) IaaS
10 22 (0.68%) Office 365
11 20 (0.62%) Amazon Kinesis
12 17 (0.53%) OpenShift
13 14 (0.43%) AWS Lambda
13 14 (0.43%) Azure Machine Learning
14 11 (0.34%) AWS CloudFormation
14 11 (0.34%) Google Analytics
15 9 (0.28%) Azure Data Factory
16 6 (0.19%) Adobe Analytics
Communications & Networking
1 65 (2.02%) Internet
2 40 (1.24%) Kerberos
3 36 (1.12%) Firewall
4 27 (0.84%) TCP/IP
5 23 (0.71%) DNS
6 20 (0.62%) HTTP
7 18 (0.56%) NAS
7 18 (0.56%) SAN
8 16 (0.50%) LAN
8 16 (0.50%) LDAP
9 15 (0.47%) Intranet
10 14 (0.43%) SSL
10 14 (0.43%) WAN
11 13 (0.40%) Network Security
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 2114 (65.65%) Big Data
2 811 (25.19%) NoSQL
3 675 (20.96%) Apache Hive
4 620 (19.25%) MongoDB
5 577 (17.92%) Apache Cassandra
6 543 (16.86%) SQL Server
7 471 (14.63%) Relational Database
8 393 (12.20%) HBase
9 367 (11.40%) Data Warehouse
9 367 (11.40%) MySQL
10 249 (7.73%) SQL Server Integration Services
11 237 (7.36%) RDBMS
12 236 (7.33%) Redis
13 216 (6.71%) PostgreSQL
14 186 (5.78%) SQL Server Reporting Services
15 178 (5.53%) Data Mining
16 150 (4.66%) QlikView
17 136 (4.22%) Impala
18 135 (4.19%) SQL Server Analysis Services
19 132 (4.10%) Amazon Redshift
Development Applications
1 261 (8.11%) Git (software)
2 217 (6.74%) Jenkins
3 125 (3.88%) JIRA
4 113 (3.51%) Maven
5 95 (2.95%) JUnit
6 68 (2.11%) Atlassian Bamboo
7 66 (2.05%) Talend Open Studio
8 60 (1.86%) Eclipse
9 54 (1.68%) Team Foundation Server
10 53 (1.65%) TeamCity
11 52 (1.61%) Subversion
12 49 (1.52%) Selenium
13 44 (1.37%) Bitbucket
14 41 (1.27%) Mockito
15 37 (1.15%) Vagrant
16 32 (0.99%) Cucumber
17 31 (0.96%) Ant
18 30 (0.93%) Gradle
19 28 (0.87%) Hudson
20 26 (0.81%) JBehave
General
1 758 (23.54%) Finance
2 325 (10.09%) Banking
3 271 (8.42%) Retail
4 244 (7.58%) Marketing
5 156 (4.84%) Telecoms
6 127 (3.94%) Investment Banking
7 117 (3.63%) Electronics
8 111 (3.45%) Front Office
9 110 (3.42%) Manufacturing
10 82 (2.55%) Games
11 67 (2.08%) Retail Banking
12 36 (1.12%) Legal
13 31 (0.96%) Financial Institution
14 26 (0.81%) Advertising
15 23 (0.71%) Aerospace
16 19 (0.59%) Pharmaceutical
17 16 (0.50%) Military
18 14 (0.43%) Law
19 13 (0.40%) Spanish Language
20 9 (0.28%) Publishing
Job Titles
1 972 (30.19%) Developer
2 533 (16.55%) Java Developer
3 437 (13.57%) Architect
4 367 (11.40%) Data Scientist
5 323 (10.03%) Data Engineer
6 244 (7.58%) Software Engineer
7 212 (6.58%) Data Architect
8 208 (6.46%) Senior Developer
9 200 (6.21%) Big Data Engineer
10 156 (4.84%) Big Data Developer
10 156 (4.84%) Java Engineer
11 154 (4.78%) Analyst
12 147 (4.57%) Hadoop Engineer
13 130 (4.04%) Senior Java Developer
14 128 (3.98%) Big Data Architect
15 117 (3.63%) Software Developer
16 116 (3.60%) Consultant
17 110 (3.42%) Hadoop Developer
18 96 (2.98%) DevOps Engineer
19 93 (2.89%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 449 (13.94%) Kafka
2 432 (13.42%) Spring
3 342 (10.62%) Web Services
4 287 (8.91%) .NET
5 270 (8.39%) AngularJS
6 238 (7.39%) HTML
7 213 (6.61%) Node.js
8 211 (6.55%) Hibernate
9 174 (5.40%) React
10 171 (5.31%) REST
11 165 (5.12%) XML
12 157 (4.88%) CSS
13 132 (4.10%) RESTful
14 128 (3.98%) RabbitMQ
15 112 (3.48%) HTML5
16 109 (3.39%) Elastic Stack
17 107 (3.32%) JSON
18 104 (3.23%) Lucene
19 99 (3.07%) Natural Language Processing
20 97 (3.01%) J2EE
Miscellaneous
1 544 (16.89%) Analytical Skills
2 345 (10.71%) Computer Science
3 221 (6.86%) Algorithms
4 200 (6.21%) Greenfield Project
5 96 (2.98%) Data Structures
6 81 (2.52%) Management Information System
7 74 (2.30%) Fintech
8 73 (2.27%) Foreign Exchange (FX)
9 65 (2.02%) Enterprise Software
10 63 (1.96%) Public Cloud
11 50 (1.55%) Clustering
12 49 (1.52%) User Experience
13 47 (1.46%) Virtual Team
14 41 (1.27%) Equities
15 39 (1.21%) Mobile App
16 38 (1.18%) Linux Command Line
17 32 (0.99%) Fixed Income
18 31 (0.96%) Data Centre
19 27 (0.84%) Social Network
20 25 (0.78%) iPad
Operating Systems
1 582 (18.07%) Linux
2 207 (6.43%) Windows
3 202 (6.27%) Unix
4 57 (1.77%) Android
5 54 (1.68%) Apple iOS
6 53 (1.65%) Red Hat Enterprise Linux
7 41 (1.27%) Windows Server
8 36 (1.12%) CentOS
9 17 (0.53%) Ubuntu
10 15 (0.47%) Solaris
11 7 (0.22%) Windows Server 2003
12 6 (0.19%) Mac OS
12 6 (0.19%) VMS
13 4 (0.12%) Mac OS X
14 3 (0.093%) AIX
14 3 (0.093%) Kali Linux
14 3 (0.093%) Oracle Linux
15 2 (0.062%) CoreOS
15 2 (0.062%) Mesosphere
15 2 (0.062%) SUSE Linux Enterprise Server
Processes & Methodologies
1 1445 (44.88%) Agile Software Development
2 979 (30.40%) Analytics
3 669 (20.78%) Business Intelligence
4 623 (19.35%) Machine Learning
5 546 (16.96%) Software Engineering
6 529 (16.43%) Scrum
7 507 (15.75%) Open Source
8 496 (15.40%) DevOps
9 433 (13.45%) ETL
10 419 (13.01%) TDD
11 374 (11.61%) Visualisation
12 338 (10.50%) Continuous Integration
13 325 (10.09%) MapReduce
14 294 (9.13%) Data Analytics
15 262 (8.14%) OO
16 261 (8.11%) Data Modelling
17 260 (8.07%) BDD
18 247 (7.67%) Mentoring
19 229 (7.11%) SDLC
19 229 (7.11%) Test Automation
Programming Languages
1 1675 (52.02%) Java
2 1368 (42.48%) Python
3 1122 (34.84%) SQL
4 650 (20.19%) Scala
5 524 (16.27%) R
6 422 (13.11%) JavaScript
7 334 (10.37%) C#
8 329 (10.22%) C++
9 177 (5.50%) Perl
10 164 (5.09%) C
11 148 (4.60%) Bash Shell
12 143 (4.44%) Go
13 133 (4.13%) Ruby
14 124 (3.85%) Shell Script
15 110 (3.42%) T-SQL
16 104 (3.23%) PHP
17 90 (2.80%) MATLAB
18 45 (1.40%) PL/SQL
19 38 (1.18%) VBA
20 33 (1.02%) PowerShell
Qualifications
1 558 (17.33%) Degree
2 232 (7.20%) Security Cleared
3 148 (4.60%) PhD
4 128 (3.98%) Computer Science Degree
5 102 (3.17%) SC Cleared
6 91 (2.83%) Master's Degree
7 82 (2.55%) DV Cleared
8 42 (1.30%) Numerate Degree
9 23 (0.71%) 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 11 (0.34%) CISSP
16 10 (0.31%) ISEB
17 7 (0.22%) BPSS Clearance
18 5 (0.16%) ISSEP
19 4 (0.12%) ISTQB Foundation Certification
19 4 (0.12%) PMP
Quality Assurance & Compliance
1 138 (4.29%) Data Quality
2 136 (4.22%) QA
3 27 (0.84%) GCP
4 20 (0.62%) GDPR
5 17 (0.53%) PCI DSS
6 15 (0.47%) Sarbanes-Oxley
7 12 (0.37%) 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
1 294 (9.13%) Docker
2 221 (6.86%) HDFS
3 131 (4.07%) Apache Flume
4 49 (1.52%) VMware Infrastructure
5 41 (1.27%) Active Directory
6 34 (1.06%) Apache ZooKeeper
7 26 (0.81%) Virtual Machines
8 20 (0.62%) Hyper-V
9 15 (0.47%) Varnish
10 10 (0.31%) Oracle RAC
10 10 (0.31%) vSphere
11 9 (0.28%) VMware ESXi
12 8 (0.25%) KVM
12 8 (0.25%) Xen
13 6 (0.19%) NFS
13 6 (0.19%) SRDF
14 4 (0.12%) Tivoli Workload Scheduler
14 4 (0.12%) VirtualBox
15 3 (0.093%) vCloud
16 2 (0.062%) etcd
Systems Management
1 282 (8.76%) Puppet
2 274 (8.51%) Ansible
3 261 (8.11%) Opscode Chef
4 122 (3.79%) Kubernetes
5 107 (3.32%) Kibana
6 100 (3.11%) Oozie
7 90 (2.80%) logstash
8 83 (2.58%) Mesos
9 66 (2.05%) Salt
10 48 (1.49%) Hadoop YARN
11 30 (0.93%) ZABBIX
12 28 (0.87%) Terraform
13 24 (0.75%) Ambari
13 24 (0.75%) Nagios
14 13 (0.40%) Graphite
15 11 (0.34%) HAProxy
16 10 (0.31%) Failover Clustering
16 10 (0.31%) Red Hat Satellite
17 9 (0.28%) Packer
18 8 (0.25%) Consul
Vendors
1 514 (15.96%) Oracle
2 337 (10.47%) Tableau
3 252 (7.83%) Microsoft
4 224 (6.96%) Google
5 216 (6.71%) Cloudera
5 216 (6.71%) SAP
6 148 (4.60%) Hortonworks
7 92 (2.86%) Informatica
8 86 (2.67%) Teradata
9 74 (2.30%) IBM
10 72 (2.24%) Red Hat
11 71 (2.20%) Splunk
12 66 (2.05%) MapR
12 66 (2.05%) Talend
13 60 (1.86%) VMware
14 52 (1.61%) Cognos
15 51 (1.58%) MicroStrategy
16 40 (1.24%) Sybase
17 37 (1.15%) TIBCO
18 35 (1.09%) Netezza
London
Parallel Consulting
Salary: £100000 - £120000 per annum + bonus and additional benefits
Posted: 2 hours ago
Reading, Berkshire
ANSON MCCADE
Salary: £50,000 - £65,000 + Pension, Bonus, Private Medical
Posted: Yesterday
London
Haybrook IT Resourcing Ltd
Salary: Up to £60,000 per annum
Posted: 23 hours ago
UK
Venturi
Salary: £50000.00 - £90000.00 per annum + Bonus & Benefits
Posted: 2 days ago
London
Montash
Salary: £55000 - £80000 per annum + benefits
Posted: 18 minutes ago
East London
Freshtechit
Salary: From £50,000 to £70,000 per annum
Posted: Yesterday
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £60000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Empiric
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: 2 days ago
Uxbridge, Middlesex
Stott & May
Posted: 3 days ago
City, London
Morgan Mckinley
Salary: £45000 - £50000 per annum
Posted: 2 days ago
London
DCM Select
Salary: From £70,000 to £120,000 per annum
Posted: Yesterday
London
Tiro Partners
Salary: £30000 - £40000 per annum
Posted: Yesterday
City, London
Oliver Bernard
Salary: £50000 - £70000 per annum + benefits & stocks
Posted: Yesterday
Greater Manchester
Monarch Recruitment
Salary: £60000 - £65000 per annum, Benefits Excellent benefits
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £45000 - £50000 per annum + Excellent benefits
Posted: 2 days ago
London
Opus Recruitment Solutions Ltd
Salary: £35000 - £45000 per annum, Benefits Excellent Benefits and Bonus
Posted: Yesterday
Bristol Area
ANSON MCCADE
Salary: UKP 65000 per year
Posted: 2 days ago
Gloucester, Gloucestershire
ANSON MCCADE
Salary: UKP 65000 per year
Posted: 2 days ago
Guildford, Surrey
ANSON MCCADE
Salary: £40,000 - £55,000 (+ excellent package)
Posted: Yesterday
Central London / West End
Evolution Recruitment Solutions
Salary: 40,000 - 55,000 plus benefits
Posted: 2 days ago
City, London
Morgan Mckinley
Salary: £0.00 per annum
Posted: Yesterday
City, London
Experis Ltd
Posted: 2 days ago
Reading, Berkshire
Client Server
Salary: £65k to £75k + benefits
Posted: 23 hours ago
City, London
WHISHWORKS LTD
Salary: Up to £100,000 per annum Bonus, Pension + Healthcare
Posted: Yesterday
Manchester, Lancashire
Churchill Frank
Salary: £90000 - £110000 per annum + benefits
Posted: Yesterday
London
Engage PSG
Salary: £80000 - £90000 per annum + 20% bonus
Posted: 3 days ago
London
Parallel Consulting
Salary: £90000 - £100000 per annum + bonus and additional benefits
Posted: 21 hours ago
London
Digitech Resourcing Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 2 days ago
Central London / West End
Spencer Rose
Salary: From £55,000 to £55,000 per annum
Posted: Yesterday
London
Schyberg Associates
Salary: From £80,000 to £95,000 per annum
Posted: Yesterday