The table below looks at the statistics for MapReduce skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited MapReduce over the 3 months to 29 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Aug 2016
Same period 2015 Same period 2014
MapReduce
Rank 92 97 107
Rank change year-on-year
+5 +10
Permanent jobs citing MapReduce 5 5 5
As % of all permanent IT jobs located in Glasgow 0.43% 0.40% 0.36%
As % of the Processes & Methodologies category 0.48% 0.43% 0.39%
Number of salaries quoted 4 5 5
Median salary £40,000 £79,500 £42,500
Median salary % change year-on-year
-49.68% +87.05%
UK excluding London median salary £52,500 £60,000 £70,000
% change year-on-year
-12.50% -14.28%
MapReduce
Scotland

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

Processes & Methodologies Category
Glasgow
Permanent IT job ads with a match in the
Processes & Methodologies category
1051 1153 1271
As % of all permanent IT jobs located in Glasgow 91.31% 91.65% 90.72%
Number of salaries quoted 521 738 764
Median salary £42,500 £45,000 £40,000
Median salary % change year-on-year
-5.55% +12.50%
90% offered a salary of more than £30,000 £32,500 £30,000
10% offered a salary of more than £60,000 £57,500 £63,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

MapReduce
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow region citing MapReduce as a proportion of all IT jobs with a match in the Processes & Methodologies category.

MapReduce Jobs Demand Trend in Glasgow

MapReduce
Salary Trend in Glasgow

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

MapReduce Salary Trend in Glasgow

MapReduce
Top 30 Related IT Skills in Glasgow

For the 6 months to 29 August 2016, IT jobs citing MapReduce 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 Glasgow region with a requirement for MapReduce.

1 6 (100.00%) Java
1 6 (100.00%) Spring
1 6 (100.00%) MongoDB
1 6 (100.00%) NoSQL
2 5 (83.33%) Big Data
2 5 (83.33%) Apache Cassandra
2 5 (83.33%) Hadoop
2 5 (83.33%) JBoss
3 4 (66.67%) Hibernate
4 3 (50.00%) Finance
4 3 (50.00%) Aerospace
4 3 (50.00%) Python
4 3 (50.00%) Middleware
4 3 (50.00%) Ant
4 3 (50.00%) Perl
4 3 (50.00%) PHP
4 3 (50.00%) SQL
4 3 (50.00%) Open Source
4 3 (50.00%) SugarCRM
4 3 (50.00%) Alfresco
4 3 (50.00%) Mule
4 3 (50.00%) Data Integration
4 3 (50.00%) Talend Open Studio
4 3 (50.00%) Pentaho
4 3 (50.00%) Talend
4 3 (50.00%) Apache Hive
5 2 (33.33%) Gradle
5 2 (33.33%) Enterprise Software
5 2 (33.33%) Elasticsearch
5 2 (33.33%) Apache Solr

MapReduce
Top Related IT Skills in Glasgow 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 5 (83.33%) JBoss
2 3 (50.00%) Alfresco
2 3 (50.00%) Mule
2 3 (50.00%) SugarCRM
3 2 (33.33%) Apache Solr
3 2 (33.33%) Elasticsearch
4 1 (16.67%) WebSphere
Cloud Services
1 2 (33.33%) Amazon AWS
Database & Business Intelligence
1 6 (100.00%) MongoDB
1 6 (100.00%) NoSQL
2 5 (83.33%) Apache Cassandra
2 5 (83.33%) Big Data
2 5 (83.33%) Hadoop
3 3 (50.00%) Apache Hive
3 3 (50.00%) Pentaho
4 1 (16.67%) MySQL
4 1 (16.67%) Relational Database
Development Applications
1 3 (50.00%) Ant
1 3 (50.00%) Talend Open Studio
2 2 (33.33%) Gradle
2 2 (33.33%) JUnit
2 2 (33.33%) Maven
General
1 3 (50.00%) Aerospace
1 3 (50.00%) Finance
2 2 (33.33%) Banking
3 1 (16.67%) Marketing
Job Titles
1 5 (83.33%) Developer
1 5 (83.33%) Java Developer
2 1 (16.67%) AWS Developer
2 1 (16.67%) Java Engineer
2 1 (16.67%) Java Software Engineer
2 1 (16.67%) Senior Developer
2 1 (16.67%) Senior Java Developer
2 1 (16.67%) Senior Java Engineer
2 1 (16.67%) Senior Java Software Engineer
2 1 (16.67%) Senior Software Engineer
2 1 (16.67%) Software Engineer
Libraries, Frameworks & Software Standards
1 6 (100.00%) Spring
2 4 (66.67%) Hibernate
3 3 (50.00%) Middleware
4 2 (33.33%) Lucene
4 2 (33.33%) Web Services
5 1 (16.67%) AngularJS
5 1 (16.67%) J2EE
5 1 (16.67%) JDBC
Miscellaneous
1 3 (50.00%) Data Integration
2 2 (33.33%) Enterprise Software
Operating Systems
1 2 (33.33%) Windows
2 1 (16.67%) Linux
2 1 (16.67%) Unix
Processes & Methodologies
1 3 (50.00%) Open Source
2 2 (33.33%) Agile Software Development
3 1 (16.67%) DevOps
3 1 (16.67%) Mentoring
3 1 (16.67%) People Management
3 1 (16.67%) Scrum
3 1 (16.67%) Software Architecture
3 1 (16.67%) Software Engineering
3 1 (16.67%) TDD
3 1 (16.67%) Unit Testing
Programming Languages
1 6 (100.00%) Java
2 3 (50.00%) Perl
2 3 (50.00%) PHP
2 3 (50.00%) Python
2 3 (50.00%) SQL
3 1 (16.67%) JavaScript
System Software
1 1 (16.67%) Docker
Systems Management
1 1 (16.67%) Puppet
Vendors
1 3 (50.00%) Talend
2 1 (16.67%) Oracle
2 1 (16.67%) Red Hat