The table below looks at the statistics for MapReduce skills in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited MapReduce over the 3 months to 5 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Mar 2015
Same period 2014 Same period 2013
MapReduce
Rank 148 154 152
Rank change year-on-year
+6 -2
Permanent jobs citing MapReduce 9 12 1
As % of all permanent IT jobs located in Scotland 0.30% 0.35% 0.035%
As % of the Processes & Methodologies category 0.35% 0.43% 0.044%
Number of salaries quoted 8 12 0
Average salary £40,000 £50,000 -
Average salary % change year-on-year
-20.00% -
UK excluding London average salary £57,500 £50,000 £53,750
% change year-on-year
+15.00% -6.97%
MapReduce
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Scotland region.

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2539 2801 2278
As % of all permanent IT jobs located in Scotland 83.80% 82.09% 79.65%
Number of salaries quoted 1587 1834 1396
Average salary £44,000 £42,500 £42,500
Average salary % change year-on-year
+3.52% -
90% offered a salary of more than £32,500 £30,000 £28,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

MapReduce
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing MapReduce across the Scotland region as a proportion of the total demand within the Processes & Methodologies category.

MapReduce Jobs Demand Trend in Scotland

MapReduce
Salary Trend in Scotland

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

MapReduce Salary Trend in Scotland

MapReduce
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing MapReduce within the Scotland region over the 3 months to 5 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 +12 9 £40,000 -20.00% 2
MapReduce
UK

MapReduce
Top 30 Related IT Skills in Scotland

For the 6 months to 5 March 2015, IT jobs across the Scotland region citing MapReduce 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 MapReduce.

1 19 (100.00%) Hadoop
2 18 (94.74%) Java
2 18 (94.74%) Python
3 17 (89.47%) Hibernate
3 17 (89.47%) Open Source
3 17 (89.47%) Spring
3 17 (89.47%) Big Data
4 16 (84.21%) Talend
4 16 (84.21%) Pentaho
4 16 (84.21%) Data Integration
4 16 (84.21%) Talend Open Studio
4 16 (84.21%) PHP
5 14 (73.68%) JBoss
5 14 (73.68%) NoSQL
6 11 (57.89%) Middleware
6 11 (57.89%) Finance
6 11 (57.89%) MongoDB
7 10 (52.63%) Apache Cassandra
7 10 (52.63%) Ruby
7 10 (52.63%) JavaScript
8 9 (47.37%) Linux
8 9 (47.37%) PostgreSQL
8 9 (47.37%) Puppet
8 9 (47.37%) PostGIS
9 8 (42.11%) Jenkins
9 8 (42.11%) Apache Hive
9 8 (42.11%) Maven
9 8 (42.11%) Perl
9 8 (42.11%) SQL
10 7 (36.84%) Aerospace

MapReduce
Top Related IT Skills in Scotland by Category

For the 6 months to 5 March 2015, IT jobs across the Scotland region citing MapReduce 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 MapReduce. Up to 20 skills are shown per category.

Application Platforms
1 14 (73.68%) JBoss
2 7 (36.84%) SugarCRM
2 7 (36.84%) Alfresco
2 7 (36.84%) Mule
3 6 (31.58%) Tomcat
3 6 (31.58%) Node.js
4 5 (26.32%) Apache
Database & Business Intelligence
1 19 (100.00%) Hadoop
2 17 (89.47%) Big Data
3 16 (84.21%) Pentaho
4 14 (73.68%) NoSQL
5 11 (57.89%) MongoDB
6 10 (52.63%) Apache Cassandra
7 9 (47.37%) PostgreSQL
8 8 (42.11%) Apache Hive
9 1 (5.26%) RDBMS
9 1 (5.26%) MySQL
9 1 (5.26%) SQL Server Reporting Services
9 1 (5.26%) SQL Server Analysis Services
9 1 (5.26%) Oracle BI EE
9 1 (5.26%) Oracle Database
9 1 (5.26%) Relational Database
Development Applications
1 16 (84.21%) Talend Open Studio
2 8 (42.11%) Jenkins
2 8 (42.11%) Maven
3 5 (26.32%) Selenium
4 4 (21.05%) Mockito
4 4 (21.05%) Jasmine
5 3 (15.79%) Gradle
5 3 (15.79%) TestNG
5 3 (15.79%) Git (software)
5 3 (15.79%) JUnit
5 3 (15.79%) Eclipse
6 1 (5.26%) Cucumber
General
1 11 (57.89%) Finance
2 7 (36.84%) Aerospace
Job Titles
1 12 (63.16%) Developer
2 7 (36.84%) Java Developer
3 2 (10.53%) Software Engineer
3 2 (10.53%) Team Leader
3 2 (10.53%) Development Team Leader
4 1 (5.26%) Analyst
4 1 (5.26%) Senior Developer
4 1 (5.26%) Business Intelligence Analyst
4 1 (5.26%) Data Scientist
Libraries, Frameworks & Software Standards
1 17 (89.47%) Hibernate
1 17 (89.47%) Spring
2 11 (57.89%) Middleware
3 9 (47.37%) PostGIS
4 6 (31.58%) jQuery
4 6 (31.58%) AngularJS
5 1 (5.26%) J2EE
5 1 (5.26%) Java EE
5 1 (5.26%) Pandas
Miscellaneous
1 17 (89.47%) Open Source
2 16 (84.21%) Data Integration
3 1 (5.26%) GIS
3 1 (5.26%) Statistics
3 1 (5.26%) Mathematics
3 1 (5.26%) Computer Science
3 1 (5.26%) Analytical Skills
Operating Systems
1 9 (47.37%) Linux
2 1 (5.26%) UNIX
Processes & Methodologies
1 4 (21.05%) Software Engineering
2 3 (15.79%) DevOps
2 3 (15.79%) Agile Software Development
2 3 (15.79%) TDD
3 1 (5.26%) Business Intelligence
3 1 (5.26%) MVC
3 1 (5.26%) OOP
3 1 (5.26%) OO
3 1 (5.26%) E-Commerce
3 1 (5.26%) Data Analysis
3 1 (5.26%) Statistical Analysis
3 1 (5.26%) Machine Learning
3 1 (5.26%) Analytics
Programming Languages
1 18 (94.74%) Java
1 18 (94.74%) Python
2 16 (84.21%) PHP
3 10 (52.63%) Ruby
3 10 (52.63%) JavaScript
4 8 (42.11%) Perl
4 8 (42.11%) SQL
5 1 (5.26%) MATLAB
5 1 (5.26%) C#
5 1 (5.26%) C++
5 1 (5.26%) R
Qualifications
1 1 (5.26%) Degree
System Software
1 3 (15.79%) Docker
2 1 (5.26%) HDFS
Systems Management
1 9 (47.37%) Puppet
2 6 (31.58%) Opscode Chef
3 3 (15.79%) Vagrant
Vendors
1 16 (84.21%) Talend
2 1 (5.26%) Oracle
2 1 (5.26%) Tableau
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £28000 - £55000 per annum + Excellent Benefits
Posted: 6 days ago
Glasgow, Lanarkshire
CGI
Salary: £25000 - £50000 per annum + Benefits
Posted: 19 days ago