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 3 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Sep 2015
Same period 2014 Same period 2013
MapReduce
Rank 152 160 150
Rank change year-on-year
+8 -10
Permanent jobs citing MapReduce 8 7 5
As % of all permanent IT jobs located in Scotland 0.24% 0.19% 0.16%
As % of the Processes & Methodologies category 0.27% 0.23% 0.20%
Number of salaries quoted 7 7 0
Average salary £79,500 £42,500 -
Average salary % change year-on-year
+87.05% -
UK excluding London average salary £60,000 £72,000 £50,000
% change year-on-year
-16.66% +44.00%
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
2911 3107 2551
As % of all permanent IT jobs located in Scotland 88.80% 83.21% 82.96%
Number of salaries quoted 1827 2000 1661
Average salary £45,000 £42,000 £42,500
Average salary % change year-on-year
+7.14% -1.17%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £64,500 £56,500 £60,000
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 3 September 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 3 September 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 +4 6 £79,500 +76.66%
Glasgow +3 5 £79,500 +87.05% 1
MapReduce
UK

MapReduce
Top 30 Related IT Skills in Scotland

For the 6 months to 3 September 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 10 (100.00%) Hadoop
1 10 (100.00%) MongoDB
1 10 (100.00%) Apache Cassandra
1 10 (100.00%) Big Data
2 9 (90.00%) Java
2 9 (90.00%) Python
3 8 (80.00%) ETL
3 8 (80.00%) Talend
3 8 (80.00%) NoSQL
3 8 (80.00%) Pentaho
3 8 (80.00%) Apache Hive
3 8 (80.00%) Talend Open Studio
4 7 (70.00%) Open Source
4 7 (70.00%) PHP
4 7 (70.00%) SQL
4 7 (70.00%) HBase
4 7 (70.00%) Apache Pig
4 7 (70.00%) Relational Database
5 6 (60.00%) Analytical Skills
5 6 (60.00%) Analytics
5 6 (60.00%) Mahout
5 6 (60.00%) Vertica
5 6 (60.00%) Oracle
5 6 (60.00%) SAS
5 6 (60.00%) Cognos
5 6 (60.00%) Perl
5 6 (60.00%) Linux
5 6 (60.00%) Informatica
5 6 (60.00%) MicroStrategy
5 6 (60.00%) SPSS

MapReduce
Top Related IT Skills in Scotland by Category

For the 6 months to 3 September 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 (70.00%) Apache Pig
2 6 (60.00%) SAS
3 5 (50.00%) Apache
4 2 (20.00%) Apache Spark
5 1 (10.00%) JBoss
5 1 (10.00%) SugarCRM
5 1 (10.00%) Alfresco
5 1 (10.00%) Mule
Applications
1 6 (60.00%) SPSS
Cloud Services
1 5 (50.00%) Cloud Computing
1 5 (50.00%) Amazon EC2
1 5 (50.00%) Amazon AWS
1 5 (50.00%) Amazon EMR
Database & Business Intelligence
1 10 (100.00%) MongoDB
1 10 (100.00%) Apache Cassandra
1 10 (100.00%) Hadoop
1 10 (100.00%) Big Data
2 8 (80.00%) Apache Hive
2 8 (80.00%) Pentaho
2 8 (80.00%) NoSQL
3 7 (70.00%) HBase
3 7 (70.00%) Relational Database
4 6 (60.00%) Mahout
4 6 (60.00%) RDBMS
5 5 (50.00%) DB2
5 5 (50.00%) Triplestore
5 5 (50.00%) Sqoop
6 2 (20.00%) MarkLogic
6 2 (20.00%) Data Warehouse
7 1 (10.00%) PostgreSQL
7 1 (10.00%) Sybase IQ
7 1 (10.00%) BigTable
7 1 (10.00%) Amazon DynamoDB
Development Applications
1 8 (80.00%) Talend Open Studio
2 1 (10.00%) TestNG
2 1 (10.00%) Git (software)
2 1 (10.00%) Mockito
2 1 (10.00%) Gradle
2 1 (10.00%) Jenkins
2 1 (10.00%) JUnit
2 1 (10.00%) Eclipse
2 1 (10.00%) Maven
General
1 6 (60.00%) Finance
2 5 (50.00%) Banking
3 1 (10.00%) Aerospace
Job Titles
1 5 (50.00%) Architect
1 5 (50.00%) Data Architect
1 5 (50.00%) Solutions Architect
1 5 (50.00%) Big Data Architect
2 4 (40.00%) Developer
3 2 (20.00%) Java Developer
3 2 (20.00%) Big Data Developer
4 1 (10.00%) Big Data Consultant
4 1 (10.00%) Senior Manager
4 1 (10.00%) Data Manager
4 1 (10.00%) Data Consultant
4 1 (10.00%) Hadoop Developer
4 1 (10.00%) Senior Consultant
4 1 (10.00%) Consultant
Libraries, Frameworks & Software Standards
1 5 (50.00%) Web Services
1 5 (50.00%) MLlib
2 2 (20.00%) Middleware
2 2 (20.00%) Hibernate
2 2 (20.00%) Spring
3 1 (10.00%) PostGIS
Miscellaneous
1 6 (60.00%) Analytical Skills
2 2 (20.00%) Data Integration
3 1 (10.00%) Management Information System
Operating Systems
1 6 (60.00%) Linux
Processes & Methodologies
1 8 (80.00%) ETL
2 7 (70.00%) Open Source
3 6 (60.00%) Analytics
3 6 (60.00%) Business Intelligence
4 5 (50.00%) Configuration Management
4 5 (50.00%) Migration
4 5 (50.00%) Requirements Analysis
4 5 (50.00%) Technical Architecture
4 5 (50.00%) Business Development
4 5 (50.00%) Performance Tuning
4 5 (50.00%) Data Migration
5 1 (10.00%) DevOps
5 1 (10.00%) Data Analytics
5 1 (10.00%) Business Analytics
5 1 (10.00%) Use Case
5 1 (10.00%) TDD
5 1 (10.00%) Data Management
5 1 (10.00%) Information Management
Programming Languages
1 9 (90.00%) Java
1 9 (90.00%) Python
2 7 (70.00%) PHP
2 7 (70.00%) SQL
3 6 (60.00%) Perl
3 6 (60.00%) R
4 2 (20.00%) Scala
5 1 (10.00%) Ruby
5 1 (10.00%) JavaScript
System Software
1 5 (50.00%) Apache Flume
2 1 (10.00%) Docker
2 1 (10.00%) HDFS
2 1 (10.00%) GPFS
Systems Management
1 5 (50.00%) Opscode Chef
2 1 (10.00%) Puppet
2 1 (10.00%) Vagrant
Vendors
1 8 (80.00%) Talend
2 6 (60.00%) Oracle
2 6 (60.00%) Cognos
2 6 (60.00%) Informatica
2 6 (60.00%) MicroStrategy
2 6 (60.00%) Teradata
2 6 (60.00%) Netezza
2 6 (60.00%) Greenplum
2 6 (60.00%) Vertica
3 2 (20.00%) IBM
3 2 (20.00%) Hortonworks
3 2 (20.00%) Cloudera
3 2 (20.00%) MapR
4 1 (10.00%) Sybase
Glasgow, Lanarkshire
Net Talent
Salary: £40000 - £50000 per annum + Excellent benefits
Posted: 2 days ago