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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
MapReduce
Rank 83 105 92
Rank change year-on-year
+22 -13
Permanent jobs citing MapReduce 4 2 9
As % of all permanent IT jobs located in Glasgow 0.41% 0.15% 0.87%
As % of the Processes & Methodologies category 0.46% 0.17% 0.95%
Number of salaries quoted 0 2 6
Median salary - £46,250 £40,000
Median salary % change year-on-year
- +15.62%
UK excluding London median salary £55,000 £58,750 £60,000
% change year-on-year
-6.38% -2.08%
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
878 1171 948
As % of all permanent IT jobs located in Glasgow 89.68% 89.94% 91.59%
Number of salaries quoted 515 748 601
Median salary £43,000 £43,000 £42,500
Median salary % change year-on-year
- +1.17%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £60,000 £70,000 £55,000
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 7 December 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 8 (88.89%) Hadoop
2 7 (77.78%) Big Data
3 6 (66.67%) Apache Hive
3 6 (66.67%) MongoDB
3 6 (66.67%) NoSQL
3 6 (66.67%) Java
3 6 (66.67%) Finance
3 6 (66.67%) Spring
4 5 (55.56%) Hibernate
5 4 (44.44%) JBoss
5 4 (44.44%) Apache Cassandra
6 3 (33.33%) HBase
6 3 (33.33%) Open Source
6 3 (33.33%) Business Analysis
6 3 (33.33%) SugarCRM
6 3 (33.33%) Spanish Language
6 3 (33.33%) Alfresco
6 3 (33.33%) Mule
6 3 (33.33%) Data Integration
6 3 (33.33%) Talend Open Studio
6 3 (33.33%) Pentaho
6 3 (33.33%) Talend
6 3 (33.33%) Data Analytics
6 3 (33.33%) Analytics
6 3 (33.33%) Apache Pig
6 3 (33.33%) Sqoop
6 3 (33.33%) HDFS
6 3 (33.33%) Oozie
6 3 (33.33%) Data Flow Diagram
6 3 (33.33%) Python

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 4 (44.44%) JBoss
2 3 (33.33%) Alfresco
2 3 (33.33%) Apache Pig
2 3 (33.33%) Mule
2 3 (33.33%) SugarCRM
3 2 (22.22%) WebSphere
4 1 (11.11%) Apache Solr
4 1 (11.11%) Elasticsearch
Cloud Services
1 1 (11.11%) Amazon AWS
Database & Business Intelligence
1 8 (88.89%) Hadoop
2 7 (77.78%) Big Data
3 6 (66.67%) Apache Hive
3 6 (66.67%) MongoDB
3 6 (66.67%) NoSQL
4 4 (44.44%) Apache Cassandra
5 3 (33.33%) HBase
5 3 (33.33%) Pentaho
5 3 (33.33%) SQL Server
5 3 (33.33%) Sqoop
Development Applications
1 3 (33.33%) Ant
1 3 (33.33%) Talend Open Studio
2 1 (11.11%) Gradle
2 1 (11.11%) JUnit
2 1 (11.11%) Maven
General
1 6 (66.67%) Finance
2 3 (33.33%) Aerospace
2 3 (33.33%) Banking
2 3 (33.33%) Spanish Language
3 2 (22.22%) Marketing
Job Titles
1 6 (66.67%) Developer
1 6 (66.67%) Java Developer
2 3 (33.33%) Business Intelligence Lead
3 2 (22.22%) Senior Developer
3 2 (22.22%) Senior Java Developer
4 1 (11.11%) AWS Developer
Libraries, Frameworks & Software Standards
1 6 (66.67%) Spring
2 5 (55.56%) Hibernate
3 3 (33.33%) Middleware
4 2 (22.22%) AngularJS
4 2 (22.22%) J2EE
5 1 (11.11%) Lucene
5 1 (11.11%) Web Services
Miscellaneous
1 3 (33.33%) Data Integration
2 1 (11.11%) Enterprise Software
Operating Systems
1 3 (33.33%) Windows
2 2 (22.22%) Unix
3 1 (11.11%) Linux
Processes & Methodologies
1 3 (33.33%) Agile Software Development
1 3 (33.33%) Analytics
1 3 (33.33%) Business Analysis
1 3 (33.33%) Business Intelligence
1 3 (33.33%) Data Analytics
1 3 (33.33%) Data Flow Diagram
1 3 (33.33%) Data Modelling
1 3 (33.33%) ETL
1 3 (33.33%) Open Source
2 2 (22.22%) Software Architecture
2 2 (22.22%) TDD
3 1 (11.11%) DevOps
3 1 (11.11%) Mentoring
3 1 (11.11%) People Management
3 1 (11.11%) Scrum
3 1 (11.11%) Unit Testing
Programming Languages
1 6 (66.67%) Java
2 3 (33.33%) Perl
2 3 (33.33%) PHP
2 3 (33.33%) Python
2 3 (33.33%) SQL
3 2 (22.22%) JavaScript
System Software
1 3 (33.33%) HDFS
2 1 (11.11%) Docker
Systems Management
1 3 (33.33%) Oozie
2 1 (11.11%) Puppet
Vendors
1 3 (33.33%) MicroStrategy
1 3 (33.33%) Talend
2 1 (11.11%) Red Hat