The table below looks at the statistics for Hadoop skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Apache Hadoop
UK / England
Rank 176 186 302
Rank change year-on-year
+10 +116
Permanent jobs citing Hadoop 1445 1687 1018
As % of all permanent IT jobs located in England 1.86% 1.80% 1.04%
As % of the Database & Business Intelligence category 6.16% 5.59% 3.37%
Number of salaries quoted 1210 1410 912
Median salary £65,000 £65,000 £62,500
Median salary % change year-on-year
- +4.00%
90% offered a salary of more than £45,000 £45,000 £42,500
10% offered a salary of more than £92,500 £100,000 £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 in the England region.

Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
23456 30177 30240
As % of all permanent IT jobs located in England 30.15% 32.20% 30.90%
Number of salaries quoted 20337 25856 26107
Median salary £50,000 £50,000 £45,000
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £32,500 £32,500 £31,000
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 in England

The demand trend of job ads across the England region citing Hadoop as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Hadoop Jobs Demand Trend in England

Hadoop
Salary Trend in England

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

Hadoop Salary Trend in England

Hadoop
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Hadoop across the England region over the 3 months to 22 January 2017.

Hadoop Salary Histogram in England

Hadoop
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the England region over the 3 months to 22 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
London -14 901 £70,000 +3.70% 137
South East +103 194 £57,500 +4.54% 33
South West +89 148 £51,000 -2.85% 8
North West +50 89 £56,250 +12.50% 21
West Midlands -16 44 £60,000 +4.34% 2
East of England -3 26 £54,750 +15.26% 9
Yorkshire -13 20 £47,500 -20.99% 8
East Midlands -6 12 £60,000 +33.33%
North East +1 9 £45,000 -10.00%
Hadoop
UK

Hadoop
Top 30 Related IT Skills in England

For the 6 months to 22 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 across the England region with a requirement for Hadoop.

1 1875 (63.93%) Big Data
2 1639 (55.88%) Java
3 1360 (46.37%) Agile Software Development
4 1282 (43.71%) Apache Spark
5 1119 (38.15%) Python
6 991 (33.79%) SQL
7 880 (30.00%) Analytics
8 845 (28.81%) NoSQL
9 723 (24.65%) MongoDB
10 709 (24.17%) Apache Hive
11 706 (24.07%) Finance
12 665 (22.67%) Linux
13 618 (21.07%) Business Intelligence
14 604 (20.59%) Scala
15 582 (19.84%) Amazon AWS
16 517 (17.63%) Software Engineering
17 507 (17.29%) SQL Server
18 495 (16.88%) Apache Cassandra
19 492 (16.77%) Scrum
20 485 (16.54%) Oracle
21 466 (15.89%) ETL
22 458 (15.62%) Degree
23 452 (15.41%) HBase
24 443 (15.10%) JavaScript
25 442 (15.07%) C#
26 437 (14.90%) Apache Pig
27 419 (14.29%) R
28 409 (13.94%) Relational Database
28 409 (13.94%) TDD
29 399 (13.60%) MySQL

Hadoop
Top Related IT Skills in England 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 1282 (43.71%) Apache Spark
2 437 (14.90%) Apache Pig
3 348 (11.86%) Elasticsearch
4 347 (11.83%) Apache
5 228 (7.77%) SAS
6 180 (6.14%) Tomcat
7 150 (5.11%) Apache Solr
8 120 (4.09%) OpenStack
9 102 (3.48%) WebSphere
10 100 (3.41%) JBoss
11 99 (3.38%) Jetty
12 92 (3.14%) WebLogic
13 55 (1.88%) IIS
14 52 (1.77%) Confluence
15 36 (1.23%) Oracle Coherence
16 30 (1.02%) Oracle HTTP Server
17 26 (0.89%) nginx
18 16 (0.55%) WebSphere Application Server
19 14 (0.48%) SharePoint
20 12 (0.41%) Oracle SOA Suite
Applications
1 119 (4.06%) SPSS
2 92 (3.14%) MS Excel
3 37 (1.26%) MS PowerPoint
4 14 (0.48%) MS Visio
5 8 (0.27%) GNU Octave
6 7 (0.24%) Stata
7 5 (0.17%) Mathematica
7 5 (0.17%) MS Project
8 3 (0.10%) Gephi
8 3 (0.10%) Spreadsheet
9 2 (0.068%) CPLEX
9 2 (0.068%) MS Office
9 2 (0.068%) S-PLUS
10 1 (0.034%) Mingle
10 1 (0.034%) Weka
Business Applications
1 30 (1.02%) RMDS
2 23 (0.78%) SAP Oil and Gas
3 11 (0.38%) Bloomberg TOMS
4 8 (0.27%) FastStats
5 5 (0.17%) Magento
6 3 (0.10%) BusinessWorks
6 3 (0.10%) SAP HR
7 2 (0.068%) Cognos Business Intelligence
7 2 (0.068%) Dynamics NAV
8 1 (0.034%) Adobe Campaign
8 1 (0.034%) Dynamics AX
8 1 (0.034%) Oracle AML
8 1 (0.034%) Oracle Applications
8 1 (0.034%) Oracle BPM
8 1 (0.034%) SAP ERP
Cloud Services
1 582 (19.84%) Amazon AWS
2 278 (9.48%) Microsoft Azure
3 103 (3.51%) SaaS
4 83 (2.83%) Google Cloud Platform
5 66 (2.25%) Amazon S3
6 64 (2.18%) GitHub
7 59 (2.01%) Amazon EMR
8 52 (1.77%) Cloud Computing
9 42 (1.43%) PaaS
10 38 (1.30%) Amazon EC2
11 26 (0.89%) IaaS
12 23 (0.78%) Sumo Logic
13 15 (0.51%) AWS Lambda
14 12 (0.41%) Amazon Kinesis
14 12 (0.41%) IBM Cloud
15 10 (0.34%) Google Analytics
16 8 (0.27%) AWS OpsWorks
16 8 (0.27%) Google App Engine
17 5 (0.17%) AWS Data Pipeline
17 5 (0.17%) Bluemix
Communications & Networking
1 76 (2.59%) Internet
2 66 (2.25%) HTTP
3 59 (2.01%) TCP/IP
4 43 (1.47%) Kerberos
5 42 (1.43%) LAN
5 42 (1.43%) WAN
6 39 (1.33%) NAS
6 39 (1.33%) SAN
7 37 (1.26%) Multicast
8 35 (1.19%) FCoE
8 35 (1.19%) Fibre Channel
8 35 (1.19%) iSCSI
9 27 (0.92%) Firewall
10 16 (0.55%) DNS
10 16 (0.55%) SSL
11 14 (0.48%) FTP
11 14 (0.48%) Network Security
12 11 (0.38%) LDAP
13 10 (0.34%) SMPP
14 8 (0.27%) Wireshark
Database & Business Intelligence
1 1875 (63.93%) Big Data
2 845 (28.81%) NoSQL
3 723 (24.65%) MongoDB
4 709 (24.17%) Apache Hive
5 507 (17.29%) SQL Server
6 495 (16.88%) Apache Cassandra
7 452 (15.41%) HBase
8 409 (13.94%) Relational Database
9 399 (13.60%) MySQL
10 398 (13.57%) Data Warehouse
11 241 (8.22%) RDBMS
12 206 (7.02%) SQL Server Integration Services
13 181 (6.17%) Redis
14 169 (5.76%) PostgreSQL
15 141 (4.81%) SQL Server Reporting Services
16 136 (4.64%) Impala
17 135 (4.60%) Amazon Redshift
17 135 (4.60%) Neo4j
18 131 (4.47%) Data Mining
19 122 (4.16%) SQL Server Analysis Services
Development Applications
1 233 (7.94%) Git (software)
2 155 (5.28%) Jenkins
3 136 (4.64%) JIRA
4 86 (2.93%) Vagrant
5 85 (2.90%) Talend Open Studio
6 69 (2.35%) Maven
7 58 (1.98%) JUnit
8 55 (1.88%) Subversion
9 41 (1.40%) Selenium
10 38 (1.30%) Atlassian Bamboo
11 32 (1.09%) Team Foundation Server
11 32 (1.09%) TestNG
12 25 (0.85%) Gradle
13 23 (0.78%) TeamCity
14 21 (0.72%) Cucumber
14 21 (0.72%) Mockito
14 21 (0.72%) Visual Studio
15 20 (0.68%) Sonatype Nexus
16 16 (0.55%) IntelliJ
17 15 (0.51%) Toad
General
1 706 (24.07%) Finance
2 386 (13.16%) Banking
3 193 (6.58%) Retail
4 179 (6.10%) Marketing
5 146 (4.98%) Investment Banking
6 111 (3.78%) Games
7 91 (3.10%) Telecoms
8 67 (2.28%) Front Office
9 46 (1.57%) Manufacturing
10 37 (1.26%) Legal
11 34 (1.16%) Military
12 32 (1.09%) Advertising
13 27 (0.92%) Automotive
14 26 (0.89%) Electronics
15 20 (0.68%) Law
16 15 (0.51%) Publishing
17 12 (0.41%) French Language
17 12 (0.41%) Online Betting
18 11 (0.38%) Back Office
18 11 (0.38%) Multimedia
Job Titles
1 1074 (36.62%) Developer
2 545 (18.58%) Java Developer
3 434 (14.80%) Architect
4 282 (9.61%) Senior Developer
5 260 (8.86%) Data Engineer
6 251 (8.56%) Data Architect
7 239 (8.15%) Data Scientist
8 214 (7.30%) Big Data Developer
9 203 (6.92%) Software Engineer
10 187 (6.38%) Big Data Architect
11 180 (6.14%) Big Data Engineer
12 153 (5.22%) Consultant
13 150 (5.11%) Senior Java Developer
14 136 (4.64%) Hadoop Developer
15 128 (4.36%) Analyst
15 128 (4.36%) Java Engineer
16 116 (3.95%) Software Developer
17 106 (3.61%) Scala Developer
18 96 (3.27%) Data Consultant
19 95 (3.24%) Administrator
Libraries, Frameworks & Software Standards
1 344 (11.73%) Spring
2 330 (11.25%) AngularJS
3 300 (10.23%) HTML
4 254 (8.66%) Web Services
5 235 (8.01%) Kafka
6 213 (7.26%) Node.js
7 210 (7.16%) Hibernate
8 206 (7.02%) .NET
9 181 (6.17%) CSS
10 156 (5.32%) REST
11 150 (5.11%) J2EE
12 141 (4.81%) Java EE
13 140 (4.77%) HTML5
14 135 (4.60%) jQuery
15 116 (3.95%) React
16 112 (3.82%) XML
17 109 (3.72%) ELK Stack
18 107 (3.65%) Middleware
19 97 (3.31%) Apache Camel
20 96 (3.27%) RabbitMQ
Miscellaneous
1 359 (12.24%) Analytical Skills
2 304 (10.36%) Computer Science
3 280 (9.55%) Visualisation
4 246 (8.39%) Algorithms
5 205 (6.99%) Mathematics
6 174 (5.93%) Statistics
7 96 (3.27%) Data Integration
8 89 (3.03%) Fintech
9 75 (2.56%) Data Structures
10 74 (2.52%) Management Information System
11 56 (1.91%) Credit Risk
12 54 (1.84%) Foreign Exchange (FX)
13 53 (1.81%) Data Centre
14 52 (1.77%) Derivative
14 52 (1.77%) Physics
15 48 (1.64%) PKI
16 39 (1.33%) iPad
17 37 (1.26%) Clustering
18 36 (1.23%) Blog
19 34 (1.16%) Enterprise Software
Operating Systems
1 665 (22.67%) Linux
2 192 (6.55%) Unix
3 138 (4.71%) Windows
4 90 (3.07%) Android
5 87 (2.97%) Apple iOS
6 76 (2.59%) CentOS
7 74 (2.52%) Red Hat Enterprise Linux
8 48 (1.64%) Solaris
9 35 (1.19%) Ubuntu
10 18 (0.61%) Windows Server
11 14 (0.48%) Oracle Linux
12 12 (0.41%) Debian
13 11 (0.38%) Windows Server 2008
13 11 (0.38%) Windows Server 2012
14 8 (0.27%) Windows Server 2003
15 6 (0.20%) Mac OS X
16 5 (0.17%) CoreOS
17 3 (0.10%) Windows XP
18 1 (0.034%) MVS
Processes & Methodologies
1 1360 (46.37%) Agile Software Development
2 880 (30.00%) Analytics
3 618 (21.07%) Business Intelligence
4 517 (17.63%) Software Engineering
5 492 (16.77%) Scrum
6 466 (15.89%) ETL
7 409 (13.94%) TDD
8 374 (12.75%) Machine Learning
9 354 (12.07%) DevOps
10 337 (11.49%) MapReduce
11 326 (11.11%) Open Source
12 321 (10.94%) Data Analytics
13 261 (8.90%) Data Modelling
14 237 (8.08%) Continuous Integration
15 218 (7.43%) SDLC
16 215 (7.33%) Mentoring
16 215 (7.33%) Multithreading
17 204 (6.96%) Kanban
18 189 (6.44%) E-Commerce
19 181 (6.17%) OO
Programming Languages
1 1639 (55.88%) Java
2 1119 (38.15%) Python
3 991 (33.79%) SQL
4 604 (20.59%) Scala
5 443 (15.10%) JavaScript
6 442 (15.07%) C#
7 419 (14.29%) R
8 305 (10.40%) C++
9 262 (8.93%) Perl
10 199 (6.78%) C
11 187 (6.38%) Ruby
12 150 (5.11%) Bash Shell
13 124 (4.23%) T-SQL
14 122 (4.16%) PHP
15 109 (3.72%) MATLAB
16 89 (3.03%) Go
17 68 (2.32%) Shell Script
18 56 (1.91%) PL/SQL
19 44 (1.50%) Clojure
20 42 (1.43%) VBA
Qualifications
1 458 (15.62%) Degree
2 231 (7.88%) Security Cleared
3 133 (4.53%) PhD
4 110 (3.75%) DV Cleared
5 87 (2.97%) SC Cleared
6 29 (0.99%) CISSP
7 27 (0.92%) Cisco Certification
8 24 (0.82%) GIAC
9 23 (0.78%) CCNA
10 22 (0.75%) Microsoft Certification
11 19 (0.65%) MCSE
12 17 (0.58%) SANS
13 16 (0.55%) Linux+ Certification
13 16 (0.55%) Network+ Certification
13 16 (0.55%) SSCP
14 12 (0.41%) ISEB
15 9 (0.31%) Postgraduate
16 7 (0.24%) GSEC
16 7 (0.24%) ITIL Foundation Certificate
16 7 (0.24%) PMI Certification
Quality Assurance & Compliance
1 100 (3.41%) Data Quality
2 85 (2.90%) QA
3 21 (0.72%) SLA
4 18 (0.61%) ISO/IEC 27001
5 6 (0.20%) MiFID
6 5 (0.17%) ISO 9001
7 4 (0.14%) PCI DSS
8 3 (0.10%) Basel III
8 3 (0.10%) Dodd-Frank
8 3 (0.10%) SDET
9 2 (0.068%) Actionable Recommendations
9 2 (0.068%) COBIT
9 2 (0.068%) GCP
9 2 (0.068%) GPG13
9 2 (0.068%) IAS 39
10 1 (0.034%) ISO22301
System Software
1 210 (7.16%) HDFS
2 199 (6.78%) Docker
3 124 (4.23%) Apache Flume
4 107 (3.65%) VMware Infrastructure
5 84 (2.86%) Hyper-V
6 48 (1.64%) Apache ZooKeeper
7 46 (1.57%) KVM
8 44 (1.50%) Oracle RAC
9 36 (1.23%) Xen
10 35 (1.19%) NFS
10 35 (1.19%) SRDF
11 30 (1.02%) Virtual Machines
12 17 (0.58%) VirtualBox
13 16 (0.55%) Active Directory
14 9 (0.31%) Tivoli Workload Scheduler
15 8 (0.27%) LXC
16 6 (0.20%) vSphere
17 5 (0.17%) Firmware
18 4 (0.14%) GridGain
18 4 (0.14%) Snort
Systems Management
1 283 (9.65%) Puppet
2 226 (7.71%) Ansible
2 226 (7.71%) Opscode Chef
3 120 (4.09%) Oozie
4 78 (2.66%) Hadoop YARN
4 78 (2.66%) Salt
5 72 (2.45%) Kibana
6 69 (2.35%) logstash
7 43 (1.47%) Nagios
8 40 (1.36%) Kubernetes
9 24 (0.82%) Ambari
10 23 (0.78%) Riemann
11 21 (0.72%) Grafana
12 20 (0.68%) Opsview
13 19 (0.65%) Mesos
14 11 (0.38%) Graphite
14 11 (0.38%) Tivoli
14 11 (0.38%) ZABBIX
15 9 (0.31%) Terraform
16 8 (0.27%) Oracle ZFS
Vendors
1 485 (16.54%) Oracle
2 231 (7.88%) Tableau
3 226 (7.71%) Microsoft
4 153 (5.22%) Cloudera
5 121 (4.13%) VMware
6 118 (4.02%) Hortonworks
7 110 (3.75%) Google
8 100 (3.41%) Splunk
9 96 (3.27%) SAP
10 85 (2.90%) Talend
11 83 (2.83%) IBM
12 80 (2.73%) Teradata
13 78 (2.66%) Red Hat
14 69 (2.35%) Cognos
14 69 (2.35%) Sybase
15 65 (2.22%) TIBCO
16 63 (2.15%) Informatica
17 53 (1.81%) Cisco
18 42 (1.43%) Netezza
19 41 (1.40%) EMC
London
Harrington Starr
Salary: £50000 - £90000 per annum + equity + bonus
Posted: Yesterday
Chester, Cheshire
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: 2 days ago
London
Nakama
Salary: Up to £95,000 per annum Up to €95,000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
X4 Group
Salary: £70k - 100k per year
Posted: 2 days ago
West London
Bentley Whitaker
Salary: From £45,000 to £70,000 per annum + bonus , shares,Pension,health
Posted: 2 days ago
London
Premier IT
Salary: £40000 - £60000 per annum
Posted: 2 days ago
London
Venturi
Salary: £75000 - £90000 per annum + Bonus + Benefits
Posted: 3 days ago
London
We Are Aspire Ltd
Salary: £33000 - £40000 per annum + attractive benefits package
Posted: 4 days ago
Guildford, Surrey
Austin Fraser
Salary: £75000 - £80000 per annum + Benefits and Bonus
Posted: 4 days ago
Milton Keynes, Buckinghamshire
Robert Walters
Salary: £80000 - £94000 per annum + 10% Bonus, Car Allowance
Posted: 2 days ago
Hampshire
Acumin
Salary: Up to £55,000 per annum DOE
Posted: 3 days ago
East London
Client Server
Salary: competitive salary + bonus + benefits
Posted: 3 days ago
London
Initi8 Recruitment
Salary: £70000 - £83000 Per Annum
Posted: 2 days ago
Oxfordshire
Austin Fraser
Salary: £22000 - £25000 per annum + Benefits + Training
Posted: 2 days ago
Central London / West End
ReThink Recruitment
Posted: 3 days ago
City, London
Client Server
Salary: £55k to £65k + benefits
Posted: 3 days ago
City, London
Quant Capital
Salary: Up to £80,000 per annum + benefits and bonus
Posted: 2 days ago
London
Colston Consulting
Salary: £60000 - £95000 per annum, Benefits Excellent Benefit and Bonus
Posted: 5 days ago
London
Initi8 Recruitment
Salary: £80000 - £100000 Per Annum
Posted: 3 days ago
Central London / West End
X4 Group
Salary: £40k - 60k per year
Posted: 6 days ago
Bracknell, Berkshire
Big Red Recruitment
Salary: £25000 - £30000 per annum
Posted: 4 days ago
City, London
Pioneer Search
Salary: £550.00 - £700.00 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Agentis Solution
Salary: From £40,000 to £45,000 per annum
Posted: 2 days ago
Central London / West End
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 6 days ago
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 4 days ago
Birmingham, West Midlands (County)
I4 Recruitment
Salary: £30k - 45k per year + bonus, package
Posted: 4 days ago
London
Churchill Frank
Salary: £50000 - £60000 per annum + Pension Bupa
Posted: 6 days ago
London
Spencer Knight Recruitment
Salary: From £65,000 to £80,000 per annum + Bonus + Excellent Benefits
Posted: 3 days ago
London
Eames Consulting
Salary: £55000 - £80000 per annum + Benefits
Posted: 2 days ago