The table below looks at the statistics for Hadoop skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 87 183 203
Rank change year-on-year
+96 +20
Permanent jobs citing Hadoop 175 62 54
As % of all permanent IT jobs located in the South West 3.32% 1.08% 0.83%
As % of the Database & Business Intelligence category 10.82% 3.08% 2.54%
Number of salaries quoted 135 53 49
Median salary £52,500 £52,500 £57,500
Median salary % change year-on-year
- -8.69%
90% offered a salary of more than £35,000 £32,100 £25,000
10% offered a salary of more than £70,000 £77,000 £75,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Hadoop
England

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 South West region.

Database & Business Intelligence Category
South West
Permanent IT job ads with a match in the
Database & Business Intelligence category
1618 2010 2123
As % of all permanent IT jobs located in the South West 30.74% 34.97% 32.76%
Number of salaries quoted 1399 1744 1858
Median salary £42,500 £42,500 £37,500
Median salary % change year-on-year
- +13.33%
90% offered a salary of more than £30,000 £28,500 £27,500
10% offered a salary of more than £62,500 £57,500 £57,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Hadoop
Jobs Demand Trend in the South West

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

Hadoop Jobs Demand Trend in the South West

Hadoop
Salary Trend in the South West

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

Hadoop Salary Trend in the South West

Hadoop
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Hadoop across the South West region over the 3 months to 6 December 2016.

Hadoop Salary Histogram in the South West

Hadoop
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hadoop within the South West region over the 3 months to 6 December 2016. 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
(Click see detailed
statistics and trends)
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
Gloucestershire +7 70 £52,500 - 5
Bristol +36 37 £61,250 -5.76% 2
Somerset +30 37 £42,500 +13.33% 2
Devon -12 8 £50,000 +56.25%
Wiltshire - 6 £40,000 -
Dorset - 4 £90,000 -
Hadoop
England

Hadoop
Top 30 Related IT Skills in the South West

For the 6 months to 6 December 2016, 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 South West region with a requirement for Hadoop.

1 285 (86.63%) Java
2 199 (60.49%) Agile Software Development
3 156 (47.42%) Big Data
4 147 (44.68%) Apache Spark
5 142 (43.16%) Software Engineering
5 142 (43.16%) Security Cleared
6 138 (41.95%) Python
7 117 (35.56%) Apache Hive
8 114 (34.65%) C++
9 113 (34.35%) Apache Pig
10 109 (33.13%) MongoDB
11 90 (27.36%) Scrum
12 89 (27.05%) C#
13 84 (25.53%) JavaScript
14 80 (24.32%) C
14 80 (24.32%) Oracle
15 75 (22.80%) AngularJS
16 70 (21.28%) Multithreading
17 69 (20.97%) NoSQL
18 67 (20.36%) SC Cleared
18 67 (20.36%) DV Cleared
19 66 (20.06%) Linux
20 63 (19.15%) SQL
20 63 (19.15%) Java EE
21 62 (18.84%) Degree
21 62 (18.84%) Elasticsearch
22 58 (17.63%) Cybersecurity
22 58 (17.63%) MySQL
23 57 (17.33%) HTML
24 56 (17.02%) Perl

Hadoop
Top Related IT Skills in the South West 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
1 147 (44.68%) Apache Spark
2 113 (34.35%) Apache Pig
3 62 (18.84%) Elasticsearch
4 46 (13.98%) WebLogic
5 40 (12.16%) JBoss
6 39 (11.85%) Tomcat
7 37 (11.25%) Jetty
8 29 (8.81%) Apache Solr
9 26 (7.90%) OpenStack
9 26 (7.90%) WebSphere
10 24 (7.29%) SAS
11 15 (4.56%) Apache
12 12 (3.65%) WebSphere Application Server
13 8 (2.43%) Confluence
14 7 (2.13%) Oracle SOA Suite
15 4 (1.22%) IIS
16 3 (0.91%) nginx
Applications
1 23 (6.99%) SPSS
2 11 (3.34%) MS Excel
3 7 (2.13%) MS PowerPoint
Cloud Services
1 53 (16.11%) Amazon AWS
2 43 (13.07%) Microsoft Azure
3 13 (3.95%) Amazon S3
4 9 (2.74%) SaaS
5 6 (1.82%) Amazon EC2
6 3 (0.91%) Amazon CloudWatch
6 3 (0.91%) Amazon ELB
6 3 (0.91%) AWS CloudFormation
6 3 (0.91%) Route 53
6 3 (0.91%) Virtual Private Cloud
7 2 (0.61%) iPaaS
7 2 (0.61%) PaaS
8 1 (0.30%) Cloud Computing
Communications & Networking
1 20 (6.08%) Firewall
1 20 (6.08%) TCP/IP
2 10 (3.04%) Internet
3 8 (2.43%) HTTP
3 8 (2.43%) SSL
4 7 (2.13%) Junos
5 6 (1.82%) LAN
5 6 (1.82%) WAN
6 3 (0.91%) NAS
6 3 (0.91%) SAN
7 1 (0.30%) Kerberos
7 1 (0.30%) Network Security
Database & Business Intelligence
1 156 (47.42%) Big Data
2 117 (35.56%) Apache Hive
3 109 (33.13%) MongoDB
4 69 (20.97%) NoSQL
5 58 (17.63%) MySQL
6 48 (14.59%) Apache Accumulo
7 46 (13.98%) SQL Server
8 42 (12.77%) Apache Cassandra
9 40 (12.16%) Redis
10 36 (10.94%) HBase
11 33 (10.03%) PostgreSQL
12 27 (8.21%) Couchbase
12 27 (8.21%) Riak
13 19 (5.78%) Relational Database
14 15 (4.56%) RDBMS
15 7 (2.13%) Data Warehouse
16 6 (1.82%) Neo4j
17 5 (1.52%) Data Lake
17 5 (1.52%) OrientDB
18 4 (1.22%) Impala
Development Applications
1 29 (8.81%) Vagrant
2 27 (8.21%) JIRA
3 20 (6.08%) Git (software)
4 18 (5.47%) Selenium
5 13 (3.95%) Atlassian Bamboo
6 10 (3.04%) Jenkins
7 9 (2.74%) Bitbucket
8 8 (2.43%) CodeSonar
8 8 (2.43%) git-flow
8 8 (2.43%) Rational DOORS
8 8 (2.43%) Robot Framework
9 7 (2.13%) Maven
10 6 (1.82%) JUnit
11 5 (1.52%) Cucumber
11 5 (1.52%) Team Foundation Server
12 4 (1.22%) JMeter
12 4 (1.22%) WATIR
13 3 (0.91%) Ant
13 3 (0.91%) FishEye
13 3 (0.91%) Sonatype Nexus
General
1 35 (10.64%) Finance
2 22 (6.69%) Telecoms
3 21 (6.38%) Retail
4 18 (5.47%) Banking
5 16 (4.86%) Games
6 11 (3.34%) Manufacturing
7 4 (1.22%) Advertising
8 3 (0.91%) Aerospace
8 3 (0.91%) Legal
9 1 (0.30%) Front Office
Job Titles
1 107 (32.52%) Developer
2 93 (28.27%) Software Engineer
3 71 (21.58%) Java Developer
4 70 (21.28%) Java Engineer
5 55 (16.72%) Senior Developer
6 42 (12.77%) Lead Software Engineer
6 42 (12.77%) Senior Java Developer
7 33 (10.03%) Java Software Engineer
8 25 (7.60%) Senior Java Engineer
9 24 (7.29%) Architect
10 21 (6.38%) Data Scientist
11 18 (5.47%) Software Developer
12 17 (5.17%) Consultant
13 14 (4.26%) C# Software Engineer
13 14 (4.26%) C++ Software Engineer
14 13 (3.95%) Python Software Engineer
15 12 (3.65%) Lead Developer
15 12 (3.65%) Senior Software Developer
16 11 (3.34%) Lead Java Developer
16 11 (3.34%) Systems Engineer
Libraries, Frameworks & Software Standards
1 75 (22.80%) AngularJS
2 63 (19.15%) Java EE
3 57 (17.33%) HTML
4 55 (16.72%) Hibernate
5 53 (16.11%) Spring
6 50 (15.20%) Node.js
7 45 (13.68%) React
8 39 (11.85%) STL
9 38 (11.55%) CSS
10 36 (10.94%) J2EE
11 32 (9.73%) ELK Stack
12 31 (9.42%) EJB
13 29 (8.81%) jQuery
14 26 (7.90%) HTML5
14 26 (7.90%) Lucene
15 25 (7.60%) LAMP
16 21 (6.38%) .NET
17 16 (4.86%) CSS3
18 15 (4.56%) ASP.NET
18 15 (4.56%) RabbitMQ
Miscellaneous
1 24 (7.29%) Visualisation
2 23 (6.99%) Analytical Skills
3 22 (6.69%) Computer Science
4 18 (5.47%) Cybercrime
5 15 (4.56%) Management Information System
6 14 (4.26%) PKI
7 13 (3.95%) Enterprise Software
8 10 (3.04%) Cyberthreat
8 10 (3.04%) Data Centre
8 10 (3.04%) Mathematics
9 7 (2.13%) Data Protection Act
9 7 (2.13%) Driving Licence
9 7 (2.13%) iPad
10 6 (1.82%) User Experience
11 5 (1.52%) Cyber Attack
11 5 (1.52%) Physics
11 5 (1.52%) Wiki
12 4 (1.22%) Algorithms
12 4 (1.22%) Statistics
12 4 (1.22%) Virtual Team
Operating Systems
1 66 (20.06%) Linux
2 52 (15.81%) Android
2 52 (15.81%) Apple iOS
3 24 (7.29%) Windows
4 18 (5.47%) Unix
5 8 (2.43%) Mac OS X
6 4 (1.22%) Windows Server
6 4 (1.22%) Windows Server 2003
7 1 (0.30%) Oracle Linux
Processes & Methodologies
1 199 (60.49%) Agile Software Development
2 142 (43.16%) Software Engineering
3 90 (27.36%) Scrum
4 70 (21.28%) Multithreading
5 58 (17.63%) Cybersecurity
6 56 (17.02%) Mentoring
7 54 (16.41%) Analytics
8 52 (15.81%) UML
9 49 (14.89%) Automated Testing
9 49 (14.89%) System Testing
10 45 (13.68%) Data Analytics
11 44 (13.37%) Mobile Development
12 42 (12.77%) Coaching
12 42 (12.77%) OO
13 40 (12.16%) Continuous Integration
14 39 (11.85%) Kanban
15 37 (11.25%) Web Development
16 36 (10.94%) TDD
17 33 (10.03%) RUP
17 33 (10.03%) Software Delivery
Programming Languages
1 285 (86.63%) Java
2 138 (41.95%) Python
3 114 (34.65%) C++
4 89 (27.05%) C#
5 84 (25.53%) JavaScript
6 80 (24.32%) C
7 63 (19.15%) SQL
8 56 (17.02%) Perl
9 42 (12.77%) Bash Shell
10 39 (11.85%) Objective-C
10 39 (11.85%) Scala
11 30 (9.12%) Ruby
12 29 (8.81%) R
13 23 (6.99%) Go
13 23 (6.99%) MATLAB
14 19 (5.78%) PHP
15 9 (2.74%) Embedded C
16 8 (2.43%) PowerShell
17 5 (1.52%) Groovy
18 3 (0.91%) PL/SQL
Qualifications
1 142 (43.16%) Security Cleared
2 67 (20.36%) DV Cleared
2 67 (20.36%) SC Cleared
3 62 (18.84%) Degree
4 27 (8.21%) CCNA
4 27 (8.21%) Cisco Certification
4 27 (8.21%) GIAC
5 24 (7.29%) PhD
6 20 (6.08%) CISSP
6 20 (6.08%) Linux+ Certification
6 20 (6.08%) MCSE
6 20 (6.08%) Microsoft Certification
6 20 (6.08%) Network+ Certification
6 20 (6.08%) SANS
6 20 (6.08%) SSCP
7 8 (2.43%) CompTIA Security+
7 8 (2.43%) Security+ Certification
8 7 (2.13%) GSEC
8 7 (2.13%) JNCIA
8 7 (2.13%) MBCS
Quality Assurance & Compliance
1 3 (0.91%) QA
System Software
1 41 (12.46%) Docker
2 19 (5.78%) VMware Infrastructure
3 12 (3.65%) Hyper-V
4 8 (2.43%) vSphere
5 6 (1.82%) Apache ZooKeeper
6 3 (0.91%) Apache Flume
7 1 (0.30%) HDFS
Systems Management
1 55 (16.72%) Ansible
2 47 (14.29%) Puppet
3 37 (11.25%) Opscode Chef
4 34 (10.33%) Salt
5 32 (9.73%) Kibana
5 32 (9.73%) logstash
6 29 (8.81%) Oozie
7 6 (1.82%) Hadoop YARN
8 3 (0.91%) Graylog
8 3 (0.91%) ZABBIX
Vendors
1 80 (24.32%) Oracle
2 35 (10.64%) Microsoft
3 19 (5.78%) VMware
4 9 (2.74%) Cloudera
5 7 (2.13%) Cisco
5 7 (2.13%) Hortonworks
5 7 (2.13%) Juniper
6 5 (1.52%) SAP
7 4 (1.22%) CA Agile Central
8 3 (0.91%) Intel
8 3 (0.91%) Xamarin
9 2 (0.61%) Red Hat
10 1 (0.30%) MapR
10 1 (0.30%) Tableau
10 1 (0.30%) TIBCO
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Datasource Computer Employment
Salary: Excellent Salary + Benefits!
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