The table below looks at the statistics for MapReduce skills in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited MapReduce over the 3 months to 27 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 May 2016
Same period 2015 Same period 2014
MapReduce
Rank 166 149 173
Rank change year-on-year
-17 +24
Permanent jobs citing MapReduce 1 3 4
As % of all permanent IT jobs located in Scotland 0.035% 0.10% 0.10%
As % of the Processes & Methodologies category 0.039% 0.11% 0.12%
Number of salaries quoted 1 2 0
Median salary £45,000 £40,000 -
Median salary % change year-on-year
+12.50% -
UK excluding London median salary £55,000 £52,500 £75,000
% change year-on-year
+4.76% -30.00%
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
2568 2680 3248
As % of all permanent IT jobs located in Scotland 90.07% 89.45% 84.89%
Number of salaries quoted 1525 1676 2167
Median salary £45,000 £44,500 £42,500
Median salary % change year-on-year
+1.12% +4.70%
90% offered a salary of more than £30,500 £32,500 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

MapReduce
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing MapReduce as a proportion of all IT jobs with a match in 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 median salaries quoted in IT jobs citing MapReduce within the Scotland region over the 3 months to 27 May 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
Glasgow -15 1 £45,000 +12.50% 1
MapReduce
UK

MapReduce
Top 30 Related IT Skills in Scotland

For the 6 months to 27 May 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 Scotland region with a requirement for MapReduce.

1 4 (100.00%) Java
1 4 (100.00%) Hadoop
1 4 (100.00%) Big Data
2 3 (75.00%) Apache Hive
2 3 (75.00%) MongoDB
2 3 (75.00%) Apache Cassandra
2 3 (75.00%) NoSQL
2 3 (75.00%) Data Integration
2 3 (75.00%) JBoss
2 3 (75.00%) Python
2 3 (75.00%) Spring
3 2 (50.00%) Middleware
3 2 (50.00%) Talend Open Studio
3 2 (50.00%) Pentaho
3 2 (50.00%) Perl
3 2 (50.00%) PHP
3 2 (50.00%) SQL
3 2 (50.00%) Finance
3 2 (50.00%) Aerospace
3 2 (50.00%) Hibernate
3 2 (50.00%) SugarCRM
3 2 (50.00%) Alfresco
3 2 (50.00%) Mule
3 2 (50.00%) Open Source
3 2 (50.00%) Talend
4 1 (25.00%) Kafka
4 1 (25.00%) Apache Flume
4 1 (25.00%) Analytics
4 1 (25.00%) Apache Pig
4 1 (25.00%) Sqoop

MapReduce
Top Related IT Skills in Scotland 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 3 (75.00%) JBoss
2 2 (50.00%) Alfresco
2 2 (50.00%) Mule
2 2 (50.00%) SugarCRM
3 1 (25.00%) Apache Pig
3 1 (25.00%) Apache Solr
3 1 (25.00%) Apache Spark
3 1 (25.00%) Elasticsearch
Cloud Services
1 1 (25.00%) Amazon AWS
Database & Business Intelligence
1 4 (100.00%) Big Data
1 4 (100.00%) Hadoop
2 3 (75.00%) Apache Cassandra
2 3 (75.00%) Apache Hive
2 3 (75.00%) MongoDB
2 3 (75.00%) NoSQL
3 2 (50.00%) Pentaho
4 1 (25.00%) Data Warehouse
4 1 (25.00%) HBase
4 1 (25.00%) MySQL
4 1 (25.00%) Relational Database
4 1 (25.00%) Sqoop
Development Applications
1 2 (50.00%) Talend Open Studio
2 1 (25.00%) Ant
2 1 (25.00%) Gradle
2 1 (25.00%) JUnit
2 1 (25.00%) Maven
General
1 2 (50.00%) Aerospace
1 2 (50.00%) Finance
Job Titles
1 2 (50.00%) Developer
1 2 (50.00%) Java Developer
2 1 (25.00%) Big Data Engineer
2 1 (25.00%) Data Engineer
2 1 (25.00%) Java Engineer
2 1 (25.00%) Java Software Engineer
2 1 (25.00%) Senior Java Engineer
2 1 (25.00%) Senior Java Software Engineer
2 1 (25.00%) Senior Software Engineer
2 1 (25.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 3 (75.00%) Spring
2 2 (50.00%) Hibernate
2 2 (50.00%) Middleware
3 1 (25.00%) JDBC
3 1 (25.00%) Kafka
3 1 (25.00%) Lucene
3 1 (25.00%) Web Services
Miscellaneous
1 3 (75.00%) Data Integration
2 1 (25.00%) Enterprise Software
Processes & Methodologies
1 2 (50.00%) Open Source
2 1 (25.00%) Agile Software Development
2 1 (25.00%) Analytics
2 1 (25.00%) Data Engineering
2 1 (25.00%) Machine Learning
2 1 (25.00%) Software Engineering
Programming Languages
1 4 (100.00%) Java
2 3 (75.00%) Python
3 2 (50.00%) Perl
3 2 (50.00%) PHP
3 2 (50.00%) SQL
4 1 (25.00%) Scala
System Software
1 1 (25.00%) Apache Flume
1 1 (25.00%) HDFS
Systems Management
1 1 (25.00%) Ambari
1 1 (25.00%) Hadoop YARN
1 1 (25.00%) Oozie
Vendors
1 2 (50.00%) Talend
2 1 (25.00%) Oracle
2 1 (25.00%) Splunk
Edinburgh & Lothians
ECM Selection
Salary: £Competitive + benefits
Posted: 3 days ago
Edinburgh & Lothians
ECM Selection
Salary: to £60k DOE plus benefits
Posted: 4 days ago
Glasgow, Lanarkshire
CGI
Salary: £30000 - £55000 per annum + benefits
Posted: 24 days ago