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 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 108 193 199
Rank change year-on-year
+85 +6
Permanent jobs citing Hadoop 154 58 47
As % of all permanent IT jobs located in the South West 2.73% 0.98% 0.76%
As % of the Database & Business Intelligence category 9.20% 3.31% 2.35%
Number of salaries quoted 107 44 39
Median salary £50,000 £55,750 £53,500
Median salary % change year-on-year
-10.31% +4.20%
90% offered a salary of more than £37,500 £34,000 £45,000
10% offered a salary of more than £66,000 £75,000 £71,000
UK excluding London median salary £50,000 £52,500 £50,000
% change year-on-year
-4.76% +5.00%
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
1674 1753 1996
As % of all permanent IT jobs located in the South West 29.66% 29.48% 32.37%
Number of salaries quoted 1425 1523 1716
Median salary £42,500 £40,000 £37,500
Median salary % change year-on-year
+6.25% +6.66%
90% offered a salary of more than £30,000 £29,000 £27,500
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 30 September 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 30 September 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 +26 63 £48,500 -25.38% 7
Somerset +13 26 £43,500 +16.00% 3
Bristol +11 20 £62,500 +2.04% 1
Devon - 20 £50,000 -
Dorset - 5 £77,500 - 1
Wiltshire +2 2 - - 1
Hadoop
England

Hadoop
Top 30 Related IT Skills in the South West

For the 6 months to 30 September 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.

1 254 (87.89%) Java
2 149 (51.56%) Agile Software Development
3 148 (51.21%) Big Data
4 138 (47.75%) Apache Spark
5 137 (47.40%) Security Cleared
6 126 (43.60%) Python
7 125 (43.25%) Software Engineering
8 117 (40.48%) C++
9 110 (38.06%) Apache Hive
10 98 (33.91%) Apache Pig
11 96 (33.22%) MongoDB
12 93 (32.18%) SQL
13 88 (30.45%) Degree
14 83 (28.72%) JavaScript
15 78 (26.99%) DV Cleared
16 77 (26.64%) Scrum
17 73 (25.26%) Analytics
18 72 (24.91%) C
19 71 (24.57%) NoSQL
20 70 (24.22%) Scala
21 69 (23.88%) Oracle
22 65 (22.49%) C#
23 64 (22.15%) Data Analytics
24 61 (21.11%) Machine Learning
25 60 (20.76%) Cybersecurity
26 59 (20.42%) R
27 57 (19.72%) Linux
28 54 (18.69%) Java EE
29 52 (17.99%) Computer Science
30 51 (17.65%) Hibernate

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
1 138 (47.75%) Apache Spark
2 98 (33.91%) Apache Pig
3 42 (14.53%) Elasticsearch
3 42 (14.53%) SAS
4 33 (11.42%) JBoss
5 26 (9.00%) WebLogic
6 19 (6.57%) Apache Solr
7 16 (5.54%) Apache
8 15 (5.19%) Tomcat
9 11 (3.81%) Jetty
10 10 (3.46%) OpenStack
10 10 (3.46%) WebSphere
11 8 (2.77%) Confluence
11 8 (2.77%) WebSphere Application Server
12 3 (1.04%) IIS
12 3 (1.04%) nginx
Applications
1 27 (9.34%) SPSS
2 9 (3.11%) MS Excel
3 5 (1.73%) MS PowerPoint
4 2 (0.69%) MS Office
4 2 (0.69%) MS Visio
Business Applications
1 1 (0.35%) SAP Oil and Gas
Cloud Services
1 23 (7.96%) Amazon AWS
2 17 (5.88%) Microsoft Azure
3 11 (3.81%) Amazon S3
4 8 (2.77%) SaaS
5 4 (1.38%) Amazon EC2
6 3 (1.04%) Amazon CloudWatch
6 3 (1.04%) Amazon ELB
6 3 (1.04%) AWS CloudFormation
6 3 (1.04%) Route 53
6 3 (1.04%) Virtual Private Cloud
7 2 (0.69%) iPaaS
7 2 (0.69%) PaaS
Communications & Networking
1 15 (5.19%) Firewall
2 13 (4.50%) TCP/IP
3 9 (3.11%) Internet
4 4 (1.38%) HTTP
4 4 (1.38%) LAN
4 4 (1.38%) SSL
4 4 (1.38%) WAN
5 3 (1.04%) Junos
6 2 (0.69%) Network Security
6 2 (0.69%) SAN
7 1 (0.35%) InfiniBand
Database & Business Intelligence
1 148 (51.21%) Big Data
2 110 (38.06%) Apache Hive
3 96 (33.22%) MongoDB
4 71 (24.57%) NoSQL
5 50 (17.30%) MySQL
6 37 (12.80%) Apache Accumulo
7 31 (10.73%) SQL Server
8 29 (10.03%) Apache Cassandra
9 24 (8.30%) Data Mining
10 18 (6.23%) HBase
11 17 (5.88%) QlikView
11 17 (5.88%) Relational Database
12 16 (5.54%) Neo4j
13 15 (5.19%) PostgreSQL
14 14 (4.84%) Impala
14 14 (4.84%) Redis
15 12 (4.15%) Amazon Redshift
15 12 (4.15%) Parquet
16 11 (3.81%) Couchbase
16 11 (3.81%) Riak
Development Applications
1 32 (11.07%) JIRA
2 22 (7.61%) Selenium
3 15 (5.19%) Git (software)
3 15 (5.19%) JUnit
4 14 (4.84%) Cucumber
5 13 (4.50%) Vagrant
6 12 (4.15%) Maven
7 10 (3.46%) Jenkins
8 9 (3.11%) Atlassian Bamboo
9 5 (1.73%) Bitbucket
10 4 (1.38%) CodeSonar
10 4 (1.38%) git-flow
10 4 (1.38%) JMeter
10 4 (1.38%) Robot Framework
10 4 (1.38%) WATIR
11 3 (1.04%) Ant
11 3 (1.04%) FishEye
11 3 (1.04%) Sonatype Nexus
11 3 (1.04%) Team Foundation Server
12 2 (0.69%) Hudson
General
1 45 (15.57%) Finance
2 23 (7.96%) Telecoms
3 12 (4.15%) Games
4 11 (3.81%) Manufacturing
5 5 (1.73%) Retail
6 4 (1.38%) Advertising
6 4 (1.38%) Banking
7 3 (1.04%) Aerospace
7 3 (1.04%) Legal
8 1 (0.35%) Electronics
8 1 (0.35%) Marketing
Job Titles
1 88 (30.45%) Developer
2 87 (30.10%) Software Engineer
3 56 (19.38%) Java Developer
4 50 (17.30%) Java Engineer
5 46 (15.92%) Data Scientist
6 37 (12.80%) Senior Developer
7 35 (12.11%) Java Software Engineer
8 29 (10.03%) Senior Java Developer
9 25 (8.65%) Lead Software Engineer
10 17 (5.88%) Architect
11 16 (5.54%) Analyst
11 16 (5.54%) Analyst Developer
11 16 (5.54%) Data Analyst
12 15 (5.19%) Senior Java Engineer
13 14 (4.84%) Systems Engineer
14 12 (4.15%) C# Software Engineer
14 12 (4.15%) C++ Software Engineer
15 11 (3.81%) Senior Software Engineer
16 10 (3.46%) Consultant
16 10 (3.46%) Lead Java Developer
Libraries, Frameworks & Software Standards
1 54 (18.69%) Java EE
2 51 (17.65%) Hibernate
3 46 (15.92%) HTML
4 44 (15.22%) Spring
5 41 (14.19%) AngularJS
6 36 (12.46%) CSS
7 34 (11.76%) EJB
8 30 (10.38%) J2EE
8 30 (10.38%) jQuery
9 28 (9.69%) STL
9 28 (9.69%) XML
10 24 (8.30%) Node.js
11 19 (6.57%) JSF
11 19 (6.57%) Web Services
12 18 (6.23%) ELK Stack
12 18 (6.23%) HTML5
13 17 (5.88%) React
14 15 (5.19%) LAMP
14 15 (5.19%) Twitter Bootstrap
15 14 (4.84%) Lucene
Miscellaneous
1 52 (17.99%) Computer Science
2 46 (15.92%) Analytical Skills
3 33 (11.42%) Visualisation
4 16 (5.54%) Cyberthreat
5 15 (5.19%) Cybercrime
5 15 (5.19%) Mathematics
6 13 (4.50%) User Experience
7 11 (3.81%) Physics
8 9 (3.11%) Management Information System
9 8 (2.77%) Enterprise Software
9 8 (2.77%) PKI
10 6 (2.08%) Cyber Attack
10 6 (2.08%) Data Centre
10 6 (2.08%) iPad
11 5 (1.73%) Wiki
12 4 (1.38%) Algorithms
12 4 (1.38%) Artificial Intelligence
12 4 (1.38%) Digital Media
12 4 (1.38%) Security Operations Centre
12 4 (1.38%) Virtual Team
Operating Systems
1 57 (19.72%) Linux
2 29 (10.03%) Android
2 29 (10.03%) Apple iOS
3 21 (7.27%) Unix
4 19 (6.57%) Windows
5 5 (1.73%) Windows Server
6 4 (1.38%) Mac OS X
7 3 (1.04%) Windows Server 2003
8 2 (0.69%) CentOS
9 1 (0.35%) Oracle Linux
Processes & Methodologies
1 149 (51.56%) Agile Software Development
2 125 (43.25%) Software Engineering
3 77 (26.64%) Scrum
4 73 (25.26%) Analytics
5 64 (22.15%) Data Analytics
6 61 (21.11%) Machine Learning
7 60 (20.76%) Cybersecurity
8 44 (15.22%) Multithreading
9 40 (13.84%) System Testing
10 39 (13.49%) Automated Testing
11 36 (12.46%) Open Source
12 34 (11.76%) Mentoring
13 33 (11.42%) MapReduce
14 30 (10.38%) OO
14 30 (10.38%) UML
15 28 (9.69%) SOA
16 27 (9.34%) Data Analysis
17 26 (9.00%) Continuous Integration
18 25 (8.65%) ETL
18 25 (8.65%) Mobile Development
Programming Languages
1 254 (87.89%) Java
2 126 (43.60%) Python
3 117 (40.48%) C++
4 93 (32.18%) SQL
5 83 (28.72%) JavaScript
6 72 (24.91%) C
7 70 (24.22%) Scala
8 65 (22.49%) C#
9 59 (20.42%) R
10 38 (13.15%) MATLAB
11 32 (11.07%) Perl
12 28 (9.69%) Objective-C
13 24 (8.30%) Bash Shell
14 22 (7.61%) Ruby
15 13 (4.50%) PHP
16 11 (3.81%) Go
17 5 (1.73%) Embedded C
17 5 (1.73%) Groovy
18 4 (1.38%) PowerShell
19 3 (1.04%) PL/SQL
Qualifications
1 137 (47.40%) Security Cleared
2 88 (30.45%) Degree
3 78 (26.99%) DV Cleared
4 50 (17.30%) SC Cleared
5 37 (12.80%) PhD
6 16 (5.54%) CCNA
6 16 (5.54%) Cisco Certification
6 16 (5.54%) GIAC
7 13 (4.50%) CISSP
7 13 (4.50%) Linux+ Certification
7 13 (4.50%) MCSE
7 13 (4.50%) Microsoft Certification
7 13 (4.50%) Network+ Certification
7 13 (4.50%) SANS
7 13 (4.50%) SSCP
8 4 (1.38%) BPSS Clearance
8 4 (1.38%) CompTIA Security+
8 4 (1.38%) Security+ Certification
9 3 (1.04%) JNCIA
9 3 (1.04%) MBCS
Quality Assurance & Compliance
1 3 (1.04%) QA
System Software
1 23 (7.96%) Docker
2 10 (3.46%) VMware Infrastructure
3 7 (2.42%) Hyper-V
4 6 (2.08%) Apache ZooKeeper
5 5 (1.73%) Apache Flume
6 4 (1.38%) vSphere
7 2 (0.69%) Firmware
Systems Management
1 25 (8.65%) Ansible
2 23 (7.96%) Puppet
3 20 (6.92%) Opscode Chef
4 18 (6.23%) Kibana
4 18 (6.23%) logstash
5 14 (4.84%) Salt
6 13 (4.50%) Oozie
7 6 (2.08%) Hadoop YARN
8 3 (1.04%) Graylog
8 3 (1.04%) ZABBIX
9 2 (0.69%) FortiGate
Vendors
1 69 (23.88%) Oracle
2 17 (5.88%) Microsoft
2 17 (5.88%) Tableau
3 11 (3.81%) TIBCO
3 11 (3.81%) VMware
4 10 (3.46%) Hortonworks
5 7 (2.42%) Cisco
6 6 (2.08%) Cloudera
7 5 (1.73%) Juniper
7 5 (1.73%) SAP
8 4 (1.38%) HP
8 4 (1.38%) Intel
8 4 (1.38%) Rally
8 4 (1.38%) Red Hat
9 2 (0.69%) ArcSight
9 2 (0.69%) Dell
9 2 (0.69%) EMC
9 2 (0.69%) FireEye
9 2 (0.69%) Forcepoint
9 2 (0.69%) Palo Alto
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