Period
to 12 December 2018

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 6 months to 12 December 2018 with a comparison to the same period in the previous 2 years.

MapReduce
Scotland > Edinburgh
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 145 152 137
Rank change year-on-year +7 -15 +16
Permanent jobs citing MapReduce 2 2 3
As % of all permanent IT jobs advertised in Edinburgh 0.079% 0.075% 0.13%
As % of the Processes & Methodologies category 0.084% 0.081% 0.14%
Number of salaries quoted 2 2 0
Edinburgh median annual salary £55,000 £45,000 -
Median salary % change year-on-year +22.22% - -
Scotland median annual salary £50,000 £47,500 £40,000
% change year-on-year +5.26% +18.75% -49.69%

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

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2,384 2,456 2,171
As % of all permanent IT jobs advertised in Edinburgh 93.97% 92.54% 93.98%
Number of salaries quoted 1,447 1,515 1,444
Edinburgh median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +2.27%
10th Percentile £28,750 £27,500 £29,825
90th Percentile £73,750 £66,250 £70,000
Scotland median annual salary £45,000 £44,500 £44,500
% change year-on-year +1.12% - +4.71%

MapReduce
Job Vacancy Trend in Edinburgh

Job postings citing MapReduce as a percentage of all IT jobs advertised in Edinburgh.

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

For the 6 months to 12 December 2018, IT jobs citing MapReduce also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Edinburgh region with a requirement for MapReduce.

1 2 (100.00%) Linux
1 2 (100.00%) Kafka
1 2 (100.00%) Apache Spark
1 2 (100.00%) Hadoop
2 1 (50.00%) Amazon EC2
2 1 (50.00%) Amazon S3
2 1 (50.00%) Amazon AWS
2 1 (50.00%) Open Source
2 1 (50.00%) Apache Hive
2 1 (50.00%) NoSQL
2 1 (50.00%) R
2 1 (50.00%) HBase
2 1 (50.00%) Big Data
2 1 (50.00%) Big Data Analytics
2 1 (50.00%) Cloudera
2 1 (50.00%) Java
2 1 (50.00%) SQL
2 1 (50.00%) BigQuery
2 1 (50.00%) Google Cloud Platform
2 1 (50.00%) Kubernetes
2 1 (50.00%) Presto
2 1 (50.00%) Data Engineering
2 1 (50.00%) AWS Lambda
2 1 (50.00%) Apache Kudu
2 1 (50.00%) Terraform
2 1 (50.00%) Consul
2 1 (50.00%) Data Lake
2 1 (50.00%) Customer Requirements
2 1 (50.00%) Serverless
2 1 (50.00%) Data Science

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 2 (100.00%) Apache Spark
2 1 (50.00%) Apache
2 1 (50.00%) Apache Pig
Cloud Services
1 1 (50.00%) Amazon AWS
1 1 (50.00%) Amazon EC2
1 1 (50.00%) Amazon EMR
1 1 (50.00%) Amazon S3
1 1 (50.00%) AWS Lambda
1 1 (50.00%) Google Cloud Platform
1 1 (50.00%) Serverless
Communications & Networking
1 1 (50.00%) Internet
Database & Business Intelligence
1 2 (100.00%) Hadoop
2 1 (50.00%) Amazon DynamoDB
2 1 (50.00%) Amazon RDS
2 1 (50.00%) Amazon Redshift
2 1 (50.00%) Apache Hive
2 1 (50.00%) Apache Kudu
2 1 (50.00%) Big Data
2 1 (50.00%) BigQuery
2 1 (50.00%) Data Lake
2 1 (50.00%) Data Mining
2 1 (50.00%) Data Warehouse
2 1 (50.00%) HBase
2 1 (50.00%) Impala
2 1 (50.00%) NoSQL
2 1 (50.00%) Presto
2 1 (50.00%) Sqoop
General
1 1 (50.00%) Games
Job Titles
1 1 (50.00%) AWS Consultant
1 1 (50.00%) Big Data Consultant
1 1 (50.00%) Consultant
1 1 (50.00%) Data Consultant
1 1 (50.00%) DevOps Engineer
1 1 (50.00%) Solutions Consultant
Libraries, Frameworks & Software Standards
1 2 (100.00%) Kafka
2 1 (50.00%) JSON
2 1 (50.00%) RESTful
Miscellaneous
1 1 (50.00%) Self-Motivation
Operating Systems
1 2 (100.00%) Linux
Processes & Methodologies
1 1 (50.00%) Analytics
1 1 (50.00%) Big Data Analytics
1 1 (50.00%) Business Intelligence
1 1 (50.00%) Customer Requirements
1 1 (50.00%) Data Analysis
1 1 (50.00%) Data Analytics
1 1 (50.00%) Data Architecture
1 1 (50.00%) Data Engineering
1 1 (50.00%) Data Modelling
1 1 (50.00%) Data Science
1 1 (50.00%) DevOps
1 1 (50.00%) ETL
1 1 (50.00%) Microservices
1 1 (50.00%) Open Source
1 1 (50.00%) Problem-Solving
1 1 (50.00%) Software Engineering
Programming Languages
1 1 (50.00%) Java
1 1 (50.00%) Python
1 1 (50.00%) R
1 1 (50.00%) Scala
1 1 (50.00%) SQL
System Software
1 1 (50.00%) Docker
1 1 (50.00%) HDFS
Systems Management
1 1 (50.00%) Consul
1 1 (50.00%) Kubernetes
1 1 (50.00%) Oozie
1 1 (50.00%) Opscode Chef
1 1 (50.00%) Terraform
Vendors
1 1 (50.00%) Cloudera
1 1 (50.00%) Google