The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for MapReduce skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MapReduce over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

MapReduce
Scotland / Edinburgh
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 98 - 99
Rank change year-on-year - 0  
Permanent jobs citing MapReduce 3 0 1
As % of all permanent IT jobs advertised in Edinburgh 0.25% - 0.072%
As % of the Processes & Methodologies category 0.27% - 0.080%
Number of salaries quoted 3 0 0
Median salary £55,000 - -
UK excluding London median salary £47,500 £55,000 £52,500
% change year-on-year -13.63% +4.76%  

MapReduce is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for process and methodology skills.

Process & Methodology Skills
Edinburgh
Permanent job vacancies with a requirement for process and methodology skills 1122 1107 1249
As % of all permanent IT job vacancies advertised in Edinburgh 91.89% 91.71% 89.66%
Number of salaries quoted 684 632 762
Median salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.55%  
90% offered a salary of more than £30,000 £27,500 £32,500
10% offered a salary of more than £70,000 £60,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

MapReduce
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing MapReduce as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for MapReduce in Edinburgh

MapReduce
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MapReduce in Edinburgh.

Salary trend for MapReduce in Edinburgh

MapReduce
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing MapReduce in Edinburgh over the 3 months to 24 June 2017.

Salary histogram for MapReduce in Edinburgh

For the 6 months to 24 June 2017, 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 Edinburgh region with a requirement for MapReduce.

1 12 (100.00%) Hadoop
2 10 (83.33%) Apache Hive
2 10 (83.33%) HDFS
3 8 (66.67%) Big Data
3 8 (66.67%) Analytics
3 8 (66.67%) Python
4 7 (58.33%) Unix
5 6 (50.00%) Cloudera
5 6 (50.00%) Apache Spark
5 6 (50.00%) Hadoop YARN
6 5 (41.67%) Retail
7 4 (33.33%) Finance
7 4 (33.33%) SAS
7 4 (33.33%) Apache Pig
8 3 (25.00%) Sqoop
8 3 (25.00%) Oozie
8 3 (25.00%) Kafka
8 3 (25.00%) High Availability
8 3 (25.00%) Linux
8 3 (25.00%) Project Management
8 3 (25.00%) Cloudera CDH
9 2 (16.67%) Java
9 2 (16.67%) Shell Script
9 2 (16.67%) SQL
9 2 (16.67%) Change Management
9 2 (16.67%) R
9 2 (16.67%) Agile Software Development
9 2 (16.67%) Red Hat Enterprise Linux
9 2 (16.67%) Machine Learning
10 1 (8.33%) Statistical Modelling

MapReduce
Co-occurring IT Skills in Edinburgh 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 6 (50.00%) Apache Spark
2 4 (33.33%) Apache Pig
2 4 (33.33%) SAS
3 1 (8.33%) Confluence
Cloud Services
1 1 (8.33%) Cloud Computing
Database & Business Intelligence
1 12 (100.00%) Hadoop
2 10 (83.33%) Apache Hive
3 8 (66.67%) Big Data
4 3 (25.00%) Cloudera CDH
4 3 (25.00%) Sqoop
5 1 (8.33%) Apache Cassandra
5 1 (8.33%) Data Mining
5 1 (8.33%) Data Warehouse
5 1 (8.33%) HBase
Development Applications
1 1 (8.33%) Atlassian Bamboo
1 1 (8.33%) Bitbucket
1 1 (8.33%) Git (software)
1 1 (8.33%) Jenkins
1 1 (8.33%) JIRA
1 1 (8.33%) Subversion
General
1 5 (41.67%) Retail
2 4 (33.33%) Finance
Job Titles
1 3 (25.00%) Architect
1 3 (25.00%) Big Data Architect
1 3 (25.00%) Data Architect
1 3 (25.00%) Hadoop Architect
1 3 (25.00%) Hadoop Engineer
2 2 (16.67%) Data Scientist
3 1 (8.33%) Administrator
3 1 (8.33%) Analyst
3 1 (8.33%) Development Engineer
3 1 (8.33%) Hadoop Administrator
3 1 (8.33%) Hadoop Specialist
3 1 (8.33%) Infrastructure Engineer
3 1 (8.33%) Senior Data Scientist
3 1 (8.33%) Service Analyst
3 1 (8.33%) Systems Engineer
Libraries, Frameworks & Software Standards
1 3 (25.00%) Kafka
2 1 (8.33%) Ajax
2 1 (8.33%) JSON
2 1 (8.33%) MLlib
2 1 (8.33%) RESTful
2 1 (8.33%) RSS
2 1 (8.33%) scikit-learn
2 1 (8.33%) TensorFlow
2 1 (8.33%) XML
Miscellaneous
1 1 (8.33%) Algorithms
1 1 (8.33%) Data Structures
Operating Systems
1 7 (58.33%) Unix
2 3 (25.00%) Linux
3 2 (16.67%) Red Hat Enterprise Linux
Processes & Methodologies
1 8 (66.67%) Analytics
2 3 (25.00%) High Availability
2 3 (25.00%) Project Management
3 2 (16.67%) Agile Software Development
3 2 (16.67%) Change Management
3 2 (16.67%) Machine Learning
4 1 (8.33%) Continuous Integration
4 1 (8.33%) Data Analysis
4 1 (8.33%) Data Management
4 1 (8.33%) Mathematics
4 1 (8.33%) Memory Management
4 1 (8.33%) OO
4 1 (8.33%) OOD
4 1 (8.33%) Open Source
4 1 (8.33%) Physics
4 1 (8.33%) Statistical Analysis
4 1 (8.33%) Statistics
4 1 (8.33%) TDD
4 1 (8.33%) UML
4 1 (8.33%) Unit Testing
Programming Languages
1 8 (66.67%) Python
2 2 (16.67%) Java
2 2 (16.67%) R
2 2 (16.67%) Shell Script
2 2 (16.67%) SQL
3 1 (8.33%) C
3 1 (8.33%) C#
3 1 (8.33%) JavaScript
3 1 (8.33%) PHP
Qualifications
1 1 (8.33%) PhD
System Software
1 10 (83.33%) HDFS
2 1 (8.33%) Apache Flume
2 1 (8.33%) KVM
2 1 (8.33%) Virtual Machines
Systems Management
1 6 (50.00%) Hadoop YARN
2 3 (25.00%) Oozie
Vendors
1 6 (50.00%) Cloudera
Edinburgh
Cathcart Associates
Salary: £35000 - £50000 per annum + Benefits
Posted: 8 days ago
Edinburgh
Churchill Frank
Salary: £55000 - £65000 per annum + Benefits
Posted: 14 days ago