The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited Hadoop over the 3 months to 31 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Mar 2015
Same period 2014 Same period 2013
Apache Hadoop
Rank 128 153 152
Rank change year-on-year
+25 -1
Permanent jobs citing Hadoop 28 23 6
As % of all permanent IT jobs located in Scotland 0.89% 0.61% 0.20%
As % of the Database & Business Intelligence category 3.06% 1.95% 0.57%
Number of salaries quoted 17 10 1
Average salary £45,000 £50,000 £51,500
Average salary % change year-on-year
-10.00% -2.91%
UK excluding London average salary £50,000 £55,000 £50,000
% change year-on-year
-9.09% +10.00%
Hadoop
UK

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 Scotland region.

Database & Business Intelligence Category
Scotland
Permanent IT job ads with a match in the
Database & Business Intelligence category
915 1179 1058
As % of all permanent IT jobs located in Scotland 28.96% 31.07% 34.89%
Number of salaries quoted 568 788 610
Average salary £40,000 £40,000 £40,000
90% offered a salary of more than £32,000 £30,000 £29,300
10% offered a salary of more than £55,000 £56,500 £56,500
UK excluding London average salary £40,000 £40,000 £40,000

Hadoop
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Hadoop across the Scotland region as a proportion of the total demand within the Database & Business Intelligence category.

Hadoop Jobs Demand Trend in Scotland

Hadoop
Salary Trend in Scotland

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

Hadoop Salary Trend in Scotland

Hadoop
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Hadoop across the Scotland region over the 3 months to 31 March 2015.

Hadoop Salary Histogram in Scotland

Hadoop
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Hadoop within the Scotland region over the 3 months to 31 March 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +20 17 £41,250 +26.92% 2
Edinburgh +2 10 £45,000 -18.18% 6
Dundee +5 1 £35,000 -12.50%
Hadoop
UK

Hadoop
Top 30 Related IT Skills in Scotland

For the 6 months to 31 March 2015, IT jobs across the Scotland region citing Hadoop also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Hadoop.

1 28 (63.64%) JavaScript
1 28 (63.64%) Python
2 26 (59.09%) Big Data
3 25 (56.82%) Java
4 19 (43.18%) MongoDB
5 18 (40.91%) Linux
6 16 (36.36%) Apache Hive
6 16 (36.36%) Analytics
7 15 (34.09%) NoSQL
7 15 (34.09%) PHP
7 15 (34.09%) Continuous Integration
7 15 (34.09%) Data Integration
8 14 (31.82%) SQL
8 14 (31.82%) Finance
8 14 (31.82%) Open Source
8 14 (31.82%) MapReduce
9 13 (29.55%) AngularJS
9 13 (29.55%) MVC
9 13 (29.55%) Hibernate
9 13 (29.55%) Web Services
9 13 (29.55%) jQuery
9 13 (29.55%) TDD
9 13 (29.55%) Spring
10 12 (27.27%) Agile Software Development
10 12 (27.27%) Talend Open Studio
10 12 (27.27%) Pentaho
10 12 (27.27%) CSS
10 12 (27.27%) HTML
10 12 (27.27%) Talend
11 11 (25.00%) HTML5

Hadoop
Top Related IT Skills in Scotland by Category

For the 6 months to 31 March 2015, IT jobs across the Scotland region citing Hadoop also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Hadoop. Up to 20 skills are shown per category.

Application Platforms
1 10 (22.73%) JBoss
2 7 (15.91%) Apache
2 7 (15.91%) Apache Pig
3 6 (13.64%) SugarCRM
3 6 (13.64%) Alfresco
3 6 (13.64%) Mule
4 4 (9.09%) Node.js
5 3 (6.82%) Tomcat
6 1 (2.27%) MS Exchange
Cloud Services
1 8 (18.18%) Amazon AWS
2 5 (11.36%) Amazon EC2
3 4 (9.09%) Amazon EMR
3 4 (9.09%) Amazon Kinesis
4 1 (2.27%) Microsoft Azure
Communications & Networking
1 2 (4.55%) Network Security
2 1 (2.27%) iSCSI
2 1 (2.27%) PBX
2 1 (2.27%) VPN
2 1 (2.27%) Firewall
Database & Business Intelligence
1 26 (59.09%) Big Data
2 19 (43.18%) MongoDB
3 16 (36.36%) Apache Hive
4 15 (34.09%) NoSQL
5 12 (27.27%) Pentaho
6 11 (25.00%) SQL Server
6 11 (25.00%) PostgreSQL
7 9 (20.45%) Apache Cassandra
8 8 (18.18%) Relational Database
9 6 (13.64%) SQL Server Integration Services
10 5 (11.36%) RDBMS
11 3 (6.82%) Data Warehouse
11 3 (6.82%) HBase
12 2 (4.55%) MySQL
13 1 (2.27%) SQL Server Analysis Services
13 1 (2.27%) Oracle BI EE
13 1 (2.27%) SQL Server Reporting Services
13 1 (2.27%) Redis
13 1 (2.27%) Oracle Database
13 1 (2.27%) Enterprise Data Warehouse
Development Applications
1 12 (27.27%) Talend Open Studio
2 9 (20.45%) Selenium
2 9 (20.45%) Git (software)
3 7 (15.91%) Cucumber
4 6 (13.64%) MSBuild
4 6 (13.64%) SpecFlow
4 6 (13.64%) WatiN
4 6 (13.64%) TeamCity
4 6 (13.64%) Visual Studio
4 6 (13.64%) Subversion
4 6 (13.64%) Maven
4 6 (13.64%) Jenkins
4 6 (13.64%) GitLab
5 4 (9.09%) Mockito
6 3 (6.82%) Gradle
6 3 (6.82%) Eclipse
6 3 (6.82%) JUnit
6 3 (6.82%) TestNG
7 2 (4.55%) Jasmine
General
1 14 (31.82%) Finance
2 7 (15.91%) Games
3 6 (13.64%) Aerospace
3 6 (13.64%) Marketing
4 2 (4.55%) Banking
5 1 (2.27%) Telecoms
Job Titles
1 30 (68.18%) Developer
2 9 (20.45%) Java Developer
2 9 (20.45%) .NET Developer
3 6 (13.64%) Senior Developer
3 6 (13.64%) Senior .NET Developer
4 3 (6.82%) Data Consultant
4 3 (6.82%) Consultant
4 3 (6.82%) Technology Consultant
4 3 (6.82%) Big Data Consultant
5 2 (4.55%) C# .NET Developer
5 2 (4.55%) Systems Engineer
5 2 (4.55%) C# Developer
5 2 (4.55%) Team Leader
5 2 (4.55%) Development Team Leader
5 2 (4.55%) Software Engineer
5 2 (4.55%) Python Developer
6 1 (2.27%) Development Engineer
6 1 (2.27%) Operations Engineer
6 1 (2.27%) Business Intelligence Analyst
6 1 (2.27%) Systems Support
Libraries, Frameworks & Software Standards
1 13 (29.55%) Web Services
1 13 (29.55%) Hibernate
1 13 (29.55%) Spring
1 13 (29.55%) jQuery
1 13 (29.55%) AngularJS
2 12 (27.27%) HTML
2 12 (27.27%) CSS
3 11 (25.00%) .NET
3 11 (25.00%) HTML5
4 10 (22.73%) KnockoutJS
4 10 (22.73%) LINQ
4 10 (22.73%) Middleware
5 6 (13.64%) ASP.NET
5 6 (13.64%) NHibernate
5 6 (13.64%) .NET Framework
5 6 (13.64%) SOAP
5 6 (13.64%) XML
5 6 (13.64%) XSD
5 6 (13.64%) XSLT
5 6 (13.64%) PostGIS
Miscellaneous
1 15 (34.09%) Data Integration
2 14 (31.82%) Open Source
3 7 (15.91%) Xbox
4 4 (9.09%) Enterprise Software
4 4 (9.09%) iPad
4 4 (9.09%) N-Tier
5 3 (6.82%) Mobile App
5 3 (6.82%) Analytical Skills
6 2 (4.55%) GIS
6 2 (4.55%) Replication
7 1 (2.27%) Life Science
7 1 (2.27%) Enterprise Storage
7 1 (2.27%) Private Cloud
7 1 (2.27%) User Experience
Operating Systems
1 18 (40.91%) Linux
2 2 (4.55%) UNIX
3 1 (2.27%) Windows
Processes & Methodologies
1 16 (36.36%) Analytics
2 15 (34.09%) Continuous Integration
3 14 (31.82%) MapReduce
4 13 (29.55%) MVC
4 13 (29.55%) TDD
5 12 (27.27%) Agile Software Development
6 8 (18.18%) Data Analytics
7 7 (15.91%) Configuration Management
7 7 (15.91%) ETL
8 6 (13.64%) Automated Testing
8 6 (13.64%) Unit Testing
9 5 (11.36%) OOP
9 5 (11.36%) OO
9 5 (11.36%) Scrum
9 5 (11.36%) Multithreading
10 4 (9.09%) Parallel Programming
10 4 (9.09%) BDD
10 4 (9.09%) Software Engineering
11 3 (6.82%) Quality Management
11 3 (6.82%) Big Data Analytics
Programming Languages
1 28 (63.64%) JavaScript
1 28 (63.64%) Python
2 25 (56.82%) Java
3 15 (34.09%) PHP
4 14 (31.82%) SQL
5 11 (25.00%) C#
6 8 (18.18%) Ruby
7 6 (13.64%) Perl
7 6 (13.64%) T-SQL
7 6 (13.64%) PL/SQL
8 4 (9.09%) F#
9 1 (2.27%) R
9 1 (2.27%) PowerShell
9 1 (2.27%) C++
Quality Assurance & Compliance
1 2 (4.55%) ISO/IEC 27001
System Software
1 3 (6.82%) Apache Flume
1 3 (6.82%) Docker
2 2 (4.55%) HDFS
2 2 (4.55%) VMware Infrastructure
2 2 (4.55%) vSphere
3 1 (2.27%) NFS
Systems Management
1 9 (20.45%) Puppet
2 6 (13.64%) Opscode Chef
3 3 (6.82%) Vagrant
4 1 (2.27%) MOM
4 1 (2.27%) Nagios
4 1 (2.27%) Munin
4 1 (2.27%) Graphite
Vendors
1 12 (27.27%) Talend
2 10 (22.73%) Oracle
3 8 (18.18%) Microsoft
4 6 (13.64%) TIBCO
4 6 (13.64%) Informatica
5 4 (9.09%) Sybase
6 2 (4.55%) VMware
7 1 (2.27%) SolarWinds
7 1 (2.27%) Tableau
7 1 (2.27%) Dell
7 1 (2.27%) Red Hat
7 1 (2.27%) Apple
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