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

Location
3 months to
31 Aug 2015
Same period 2014 Same period 2013
MapReduce
Rank 108 108 -
Rank change year-on-year
0 -
Permanent jobs citing MapReduce 5 5 0
As % of all permanent IT jobs located in Glasgow 0.38% 0.36% -
As % of the Processes & Methodologies category 0.43% 0.41% -
Number of salaries quoted 5 5 0
Average salary £79,500 £42,500 -
Average salary % change year-on-year
+87.05% -
UK excluding London average salary £60,000 £70,000 £50,000
% change year-on-year
-14.28% +40.00%
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
1171 1217 936
As % of all permanent IT jobs located in Glasgow 89.94% 87.49% 83.65%
Number of salaries quoted 733 719 620
Average salary £45,000 £40,000 £42,500
Average salary % change year-on-year
+12.50% -5.88%
90% offered a salary of more than £34,000 £30,000 £30,000
10% offered a salary of more than £63,000 £55,000 £57,500
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

MapReduce
Jobs Demand Trend in Glasgow

This chart provides a 3-month moving total of permanent IT jobs citing MapReduce across the Glasgow region as a proportion of the total demand within 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
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing MapReduce across the Glasgow region over the 3 months to 31 August 2015.

MapReduce Salary Histogram in Glasgow

MapReduce
Top 30 Related IT Skills in Glasgow

For the 6 months to 31 August 2015, IT jobs across the Glasgow 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 7 (100.00%) Java
1 7 (100.00%) Python
1 7 (100.00%) Hadoop
1 7 (100.00%) MongoDB
1 7 (100.00%) Apache Cassandra
1 7 (100.00%) Big Data
2 6 (85.71%) Apache Hive
3 5 (71.43%) Talend
3 5 (71.43%) Apache Pig
3 5 (71.43%) NoSQL
3 5 (71.43%) Open Source
3 5 (71.43%) HBase
3 5 (71.43%) Pentaho
3 5 (71.43%) Talend Open Studio
3 5 (71.43%) ETL
3 5 (71.43%) PHP
3 5 (71.43%) SQL
4 4 (57.14%) Oracle
4 4 (57.14%) Perl
4 4 (57.14%) Linux
4 4 (57.14%) RDBMS
4 4 (57.14%) Finance
4 4 (57.14%) Teradata
4 4 (57.14%) Netezza
4 4 (57.14%) Greenplum
4 4 (57.14%) Vertica
4 4 (57.14%) Relational Database
5 3 (42.86%) Opscode Chef
5 3 (42.86%) Triplestore
5 3 (42.86%) Performance Tuning

MapReduce
Top Related IT Skills in Glasgow by Category

For the 6 months to 31 August 2015, IT jobs across the Glasgow 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 5 (71.43%) Apache Pig
2 3 (42.86%) Apache
2 3 (42.86%) SAS
3 2 (28.57%) Apache Spark
4 1 (14.29%) Alfresco
4 1 (14.29%) Mule
4 1 (14.29%) SugarCRM
4 1 (14.29%) JBoss
Applications
1 3 (42.86%) SPSS
Cloud Services
1 3 (42.86%) Amazon EMR
1 3 (42.86%) Cloud Computing
1 3 (42.86%) Amazon EC2
1 3 (42.86%) Amazon AWS
Database & Business Intelligence
1 7 (100.00%) Hadoop
1 7 (100.00%) MongoDB
1 7 (100.00%) Apache Cassandra
1 7 (100.00%) Big Data
2 6 (85.71%) Apache Hive
3 5 (71.43%) NoSQL
3 5 (71.43%) HBase
3 5 (71.43%) Pentaho
4 4 (57.14%) RDBMS
4 4 (57.14%) Relational Database
5 3 (42.86%) Triplestore
5 3 (42.86%) Sqoop
5 3 (42.86%) Mahout
5 3 (42.86%) DB2
6 2 (28.57%) Data Warehouse
6 2 (28.57%) MarkLogic
7 1 (14.29%) Sybase IQ
7 1 (14.29%) PostgreSQL
Development Applications
1 5 (71.43%) Talend Open Studio
2 1 (14.29%) Gradle
2 1 (14.29%) Jenkins
2 1 (14.29%) Maven
2 1 (14.29%) TestNG
2 1 (14.29%) Git (software)
2 1 (14.29%) Mockito
2 1 (14.29%) Eclipse
2 1 (14.29%) JUnit
General
1 4 (57.14%) Finance
2 3 (42.86%) Banking
3 1 (14.29%) Aerospace
Job Titles
1 4 (57.14%) Developer
2 3 (42.86%) Big Data Architect
2 3 (42.86%) Data Architect
2 3 (42.86%) Solutions Architect
2 3 (42.86%) Architect
3 2 (28.57%) Java Developer
3 2 (28.57%) Big Data Developer
4 1 (14.29%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 3 (42.86%) MLlib
1 3 (42.86%) Web Services
2 2 (28.57%) Middleware
2 2 (28.57%) Spring
2 2 (28.57%) Hibernate
3 1 (14.29%) PostGIS
Miscellaneous
1 3 (42.86%) Analytical Skills
2 2 (28.57%) Data Integration
Operating Systems
1 4 (57.14%) Linux
Processes & Methodologies
1 5 (71.43%) Open Source
1 5 (71.43%) ETL
2 3 (42.86%) Performance Tuning
2 3 (42.86%) Analytics
2 3 (42.86%) Data Migration
2 3 (42.86%) Requirements Analysis
2 3 (42.86%) Technical Architecture
2 3 (42.86%) Business Development
2 3 (42.86%) Migration
2 3 (42.86%) Configuration Management
2 3 (42.86%) Business Intelligence
3 1 (14.29%) DevOps
3 1 (14.29%) TDD
Programming Languages
1 7 (100.00%) Java
1 7 (100.00%) Python
2 5 (71.43%) PHP
2 5 (71.43%) SQL
3 4 (57.14%) Perl
4 3 (42.86%) R
5 2 (28.57%) Scala
6 1 (14.29%) Ruby
6 1 (14.29%) JavaScript
System Software
1 3 (42.86%) Apache Flume
2 1 (14.29%) Docker
Systems Management
1 3 (42.86%) Opscode Chef
2 1 (14.29%) Vagrant
2 1 (14.29%) Puppet
Vendors
1 5 (71.43%) Talend
2 4 (57.14%) Oracle
2 4 (57.14%) Teradata
2 4 (57.14%) Netezza
2 4 (57.14%) Greenplum
2 4 (57.14%) Vertica
3 3 (42.86%) Informatica
3 3 (42.86%) MicroStrategy
3 3 (42.86%) Cognos
4 2 (28.57%) IBM
4 2 (28.57%) MapR
4 2 (28.57%) Hortonworks
4 2 (28.57%) Cloudera
5 1 (14.29%) Sybase