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

3 months to
5 Dec 2016
Same period 2015 Same period 2014
MapReduce
Rank 135 163 156
Rank change year-on-year
+28 -7
Permanent jobs citing MapReduce 5 4 10
As % of all permanent IT jobs located in Scotland 0.21% 0.13% 0.31%
As % of the Processes & Methodologies category 0.24% 0.15% 0.35%
Number of salaries quoted 0 3 7
Median salary - £47,500 £40,000
Median salary % change year-on-year
- +18.75%
UK excluding London median salary £52,500 £58,750 £60,000
% change year-on-year
-10.63% -2.08%
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
2120 2746 2873
As % of all permanent IT jobs located in Scotland 89.11% 89.59% 88.59%
Number of salaries quoted 1313 1736 1889
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £65,000 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 5 December 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 +25 4 - -
Edinburgh +10 1 - - 3
MapReduce
UK

MapReduce
Top 30 Related IT Skills in Scotland

For the 6 months to 5 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 Scotland region with a requirement for MapReduce.

1 11 (91.67%) Hadoop
2 9 (75.00%) Apache Hive
3 8 (66.67%) Finance
3 8 (66.67%) Big Data
4 7 (58.33%) NoSQL
5 6 (50.00%) MongoDB
5 6 (50.00%) Analytics
5 6 (50.00%) Spring
5 6 (50.00%) Java
6 5 (41.67%) Python
6 5 (41.67%) Hibernate
6 5 (41.67%) HDFS
7 4 (33.33%) Business Intelligence
7 4 (33.33%) Unix
7 4 (33.33%) JBoss
7 4 (33.33%) Apache Pig
7 4 (33.33%) Apache Cassandra
8 3 (25.00%) HBase
8 3 (25.00%) Open Source
8 3 (25.00%) Sqoop
8 3 (25.00%) Banking
8 3 (25.00%) Business Analysis
8 3 (25.00%) SugarCRM
8 3 (25.00%) Alfresco
8 3 (25.00%) Mule
8 3 (25.00%) Data Integration
8 3 (25.00%) Talend Open Studio
8 3 (25.00%) Spanish Language
8 3 (25.00%) Pentaho
8 3 (25.00%) Windows

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 4 (33.33%) Apache Pig
1 4 (33.33%) JBoss
2 3 (25.00%) Alfresco
2 3 (25.00%) Mule
2 3 (25.00%) SugarCRM
3 2 (16.67%) WebSphere
4 1 (8.33%) Apache Solr
4 1 (8.33%) Elasticsearch
Cloud Services
1 2 (16.67%) Amazon AWS
2 1 (8.33%) Amazon EMR
2 1 (8.33%) Cloud Computing
Database & Business Intelligence
1 11 (91.67%) Hadoop
2 9 (75.00%) Apache Hive
3 8 (66.67%) Big Data
4 7 (58.33%) NoSQL
5 6 (50.00%) MongoDB
6 4 (33.33%) Apache Cassandra
7 3 (25.00%) HBase
7 3 (25.00%) Pentaho
7 3 (25.00%) SQL Server
7 3 (25.00%) Sqoop
8 1 (8.33%) Data Mining
8 1 (8.33%) Data Warehouse
Development Applications
1 3 (25.00%) Ant
1 3 (25.00%) Talend Open Studio
2 1 (8.33%) Gradle
2 1 (8.33%) JUnit
2 1 (8.33%) Maven
General
1 8 (66.67%) Finance
2 3 (25.00%) Aerospace
2 3 (25.00%) Banking
2 3 (25.00%) Spanish Language
3 2 (16.67%) Marketing
Job Titles
1 6 (50.00%) Developer
1 6 (50.00%) Java Developer
2 3 (25.00%) Business Intelligence Lead
3 2 (16.67%) Hadoop Engineer
3 2 (16.67%) Senior Developer
3 2 (16.67%) Senior Java Developer
4 1 (8.33%) Architect
4 1 (8.33%) AWS Developer
4 1 (8.33%) Big Data Architect
4 1 (8.33%) Data Architect
4 1 (8.33%) Solutions Architect
Libraries, Frameworks & Software Standards
1 6 (50.00%) Spring
2 5 (41.67%) Hibernate
3 3 (25.00%) Middleware
4 2 (16.67%) AngularJS
4 2 (16.67%) J2EE
4 2 (16.67%) Web Services
5 1 (8.33%) Lucene
Miscellaneous
1 3 (25.00%) Data Integration
2 1 (8.33%) Analytical Skills
2 1 (8.33%) Enterprise Software
Operating Systems
1 4 (33.33%) Unix
2 3 (25.00%) Windows
3 1 (8.33%) Linux
Processes & Methodologies
1 6 (50.00%) Analytics
2 4 (33.33%) Business Intelligence
3 3 (25.00%) Agile Software Development
3 3 (25.00%) Business Analysis
3 3 (25.00%) Data Analytics
3 3 (25.00%) Data Flow Diagram
3 3 (25.00%) Data Modelling
3 3 (25.00%) ETL
3 3 (25.00%) Open Source
3 3 (25.00%) Project Management
4 2 (16.67%) Software Architecture
4 2 (16.67%) TDD
5 1 (8.33%) Business Development
5 1 (8.33%) Dashboard Development
5 1 (8.33%) DevOps
5 1 (8.33%) Mentoring
5 1 (8.33%) People Management
5 1 (8.33%) Scrum
5 1 (8.33%) Unit Testing
Programming Languages
1 6 (50.00%) Java
2 5 (41.67%) Python
3 3 (25.00%) Perl
3 3 (25.00%) PHP
3 3 (25.00%) SQL
4 2 (16.67%) JavaScript
System Software
1 5 (41.67%) HDFS
2 1 (8.33%) Docker
Systems Management
1 3 (25.00%) Oozie
2 2 (16.67%) Hadoop YARN
3 1 (8.33%) Puppet
Vendors
1 3 (25.00%) MicroStrategy
1 3 (25.00%) Talend
2 2 (16.67%) Cloudera
3 1 (8.33%) Red Hat
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 15 hours ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
Posted: 17 hours ago
Dundee, Angus
Harvey Nash plc
Salary: Competitive Salary and Excellent Benefits
Posted: 15 hours ago
Edinburgh
TDA Group
Salary: £60000 - £75000 per annum + Bonus
Posted: 21 days ago