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 31 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
MapReduce
Rank 154 171 159
Rank change year-on-year
+17 -12
Permanent jobs citing MapReduce 8 5 5
As % of all permanent IT jobs located in Scotland 0.25% 0.14% 0.15%
As % of the Processes & Methodologies category 0.29% 0.16% 0.19%
Number of salaries quoted 7 5 0
Average salary £79,500 £42,500 -
Average salary % change year-on-year
+87.05% -
UK excluding London average salary £60,000 £72,500 £50,000
% change year-on-year
-17.24% +45.00%
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
2798 3082 2673
As % of all permanent IT jobs located in Scotland 88.38% 83.80% 82.12%
Number of salaries quoted 1779 2049 1746
Average salary £43,500 £42,500 £41,500
Average salary % change year-on-year
+2.35% +2.40%
90% offered a salary of more than £32,000 £30,000 £30,000
10% offered a salary of more than £62,500 £56,900 £60,000
UK excluding London average salary £45,000 £42,500 £40,995
% change year-on-year
+5.88% +3.67%

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
Salary Histogram in Scotland

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

MapReduce Salary Histogram 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 31 July 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
Edinburgh - 6 £79,500 -
Glasgow +12 5 £79,500 +87.05%
MapReduce
UK

MapReduce
Top 30 Related IT Skills in Scotland

For the 6 months to 31 July 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 16 (100.00%) Hadoop
1 16 (100.00%) MongoDB
1 16 (100.00%) Apache Cassandra
1 16 (100.00%) Big Data
2 15 (93.75%) Java
2 15 (93.75%) Python
3 14 (87.50%) Pentaho
3 14 (87.50%) Talend Open Studio
3 14 (87.50%) Talend
4 13 (81.25%) Open Source
4 13 (81.25%) PHP
5 12 (75.00%) Finance
6 11 (68.75%) NoSQL
6 11 (68.75%) Apache Hive
7 9 (56.25%) Perl
7 9 (56.25%) Linux
8 8 (50.00%) ETL
8 8 (50.00%) Middleware
8 8 (50.00%) Data Integration
8 8 (50.00%) Hibernate
8 8 (50.00%) Spring
9 7 (43.75%) SQL
9 7 (43.75%) HBase
9 7 (43.75%) Apache Pig
9 7 (43.75%) Relational Database
10 6 (37.50%) Mahout
10 6 (37.50%) Vertica
10 6 (37.50%) Analytics
10 6 (37.50%) R
10 6 (37.50%) Analytical Skills

MapReduce
Top Related IT Skills in Scotland by Category

For the 6 months to 31 July 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 7 (43.75%) Apache Pig
2 6 (37.50%) SAS
3 5 (31.25%) Apache
4 4 (25.00%) JBoss
4 4 (25.00%) SugarCRM
4 4 (25.00%) Alfresco
4 4 (25.00%) Mule
5 2 (12.50%) Apache Spark
6 1 (6.25%) Node.js
Applications
1 6 (37.50%) SPSS
Cloud Services
1 5 (31.25%) Cloud Computing
1 5 (31.25%) Amazon EC2
1 5 (31.25%) Amazon AWS
1 5 (31.25%) Amazon EMR
Database & Business Intelligence
1 16 (100.00%) MongoDB
1 16 (100.00%) Apache Cassandra
1 16 (100.00%) Hadoop
1 16 (100.00%) Big Data
2 14 (87.50%) Pentaho
3 11 (68.75%) Apache Hive
3 11 (68.75%) NoSQL
4 7 (43.75%) HBase
4 7 (43.75%) Relational Database
5 6 (37.50%) Mahout
5 6 (37.50%) RDBMS
6 5 (31.25%) DB2
6 5 (31.25%) Triplestore
6 5 (31.25%) Sqoop
7 4 (25.00%) PostgreSQL
8 2 (12.50%) Data Warehouse
8 2 (12.50%) MarkLogic
9 1 (6.25%) BigTable
9 1 (6.25%) Amazon DynamoDB
9 1 (6.25%) Sybase IQ
Development Applications
1 14 (87.50%) Talend Open Studio
2 5 (31.25%) Mockito
3 4 (25.00%) Gradle
3 4 (25.00%) Jenkins
3 4 (25.00%) TestNG
3 4 (25.00%) Git (software)
3 4 (25.00%) JUnit
3 4 (25.00%) Eclipse
3 4 (25.00%) Maven
4 1 (6.25%) Cucumber
General
1 12 (75.00%) Finance
2 5 (31.25%) Banking
3 4 (25.00%) Aerospace
Job Titles
1 10 (62.50%) Developer
2 5 (31.25%) Data Architect
2 5 (31.25%) Solutions Architect
2 5 (31.25%) Java Developer
2 5 (31.25%) Big Data Architect
2 5 (31.25%) Architect
3 3 (18.75%) Open Source Developer
4 2 (12.50%) Big Data Developer
5 1 (6.25%) Big Data Consultant
5 1 (6.25%) Data Manager
5 1 (6.25%) Data Consultant
5 1 (6.25%) Hadoop Developer
5 1 (6.25%) Senior Manager
5 1 (6.25%) Senior Consultant
5 1 (6.25%) Consultant
Libraries, Frameworks & Software Standards
1 8 (50.00%) Middleware
1 8 (50.00%) Hibernate
1 8 (50.00%) Spring
2 5 (31.25%) Web Services
2 5 (31.25%) MLlib
3 4 (25.00%) PostGIS
Miscellaneous
1 8 (50.00%) Data Integration
2 6 (37.50%) Analytical Skills
3 1 (6.25%) GIS
3 1 (6.25%) Management Information System
Operating Systems
1 9 (56.25%) Linux
Processes & Methodologies
1 13 (81.25%) Open Source
2 8 (50.00%) ETL
3 6 (37.50%) Business Intelligence
3 6 (37.50%) Analytics
4 5 (31.25%) Performance Tuning
4 5 (31.25%) Data Migration
4 5 (31.25%) Configuration Management
4 5 (31.25%) Migration
4 5 (31.25%) Requirements Analysis
4 5 (31.25%) Technical Architecture
4 5 (31.25%) Business Development
5 4 (25.00%) DevOps
5 4 (25.00%) TDD
6 3 (18.75%) Agile Software Development
7 1 (6.25%) Use Case
7 1 (6.25%) Data Management
7 1 (6.25%) Information Management
7 1 (6.25%) Data Analytics
7 1 (6.25%) Business Analytics
Programming Languages
1 15 (93.75%) Java
1 15 (93.75%) Python
2 13 (81.25%) PHP
3 9 (56.25%) Perl
4 7 (43.75%) SQL
5 6 (37.50%) R
6 4 (25.00%) Ruby
6 4 (25.00%) JavaScript
7 2 (12.50%) Scala
System Software
1 5 (31.25%) Apache Flume
2 4 (25.00%) Docker
3 1 (6.25%) HDFS
3 1 (6.25%) GPFS
Systems Management
1 5 (31.25%) Opscode Chef
2 4 (25.00%) Puppet
2 4 (25.00%) Vagrant
Vendors
1 14 (87.50%) Talend
2 6 (37.50%) Oracle
2 6 (37.50%) Cognos
2 6 (37.50%) Informatica
2 6 (37.50%) MicroStrategy
2 6 (37.50%) Teradata
2 6 (37.50%) Netezza
2 6 (37.50%) Greenplum
2 6 (37.50%) Vertica
3 2 (12.50%) IBM
3 2 (12.50%) Hortonworks
3 2 (12.50%) Cloudera
3 2 (12.50%) MapR
4 1 (6.25%) Sybase