Period
to 25 April 2019

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Amazon EMR skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon EMR over the 6 months to 25 April 2019 with a comparison to the same period in the previous 2 years.

Amazon Elastic MapReduce (Amazon EMR)
Scotland > Edinburgh
6 months to
25 Apr 2019
Same period 2018 Same period 2017
Rank 153 139 137
Rank change year-on-year -14 -2 -
Permanent jobs citing Amazon EMR 1 2 1
As % of all permanent IT jobs advertised in Edinburgh 0.038% 0.076% 0.046%
As % of the Cloud Services category 0.18% 0.40% 0.40%
Number of salaries quoted 1 2 0
Edinburgh median annual salary £60,000 £66,000 -
Median salary % change year-on-year -9.09% - -
Scotland median annual salary £67,500 £62,000 -
% change year-on-year +8.87% - -

Amazon EMR is in the Cloud Services 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 cloud computing skills.

All Cloud Skills
Edinburgh
Permanent vacancies with a requirement for cloud computing skills 562 501 248
As % of all permanent IT jobs advertised in Edinburgh 21.38% 18.94% 11.29%
Number of salaries quoted 331 312 174
Edinburgh median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +5.56%
10th Percentile £29,000 £30,000 £30,375
90th Percentile £68,750 £68,625 £75,000
Scotland median annual salary £46,500 £45,000 £45,000
% change year-on-year +3.33% - +5.88%

Amazon EMR
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Amazon EMR in Edinburgh

Amazon EMR
Salary Trend in Edinburgh

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

Salary trend for Amazon EMR in Edinburgh

For the 6 months to 25 April 2019, IT jobs citing Amazon EMR 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 Amazon EMR.

1 1 (100.00%) C#
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) PostgreSQL
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Software Engineering
1 1 (100.00%) Ruby
1 1 (100.00%) Apache Flex
1 1 (100.00%) Cloud Computing
1 1 (100.00%) Hadoop
1 1 (100.00%) Amazon EC2
1 1 (100.00%) Amazon S3
1 1 (100.00%) Amazon AWS
1 1 (100.00%) Open Source
1 1 (100.00%) Kafka
1 1 (100.00%) PostGIS
1 1 (100.00%) Protocol Buffers
1 1 (100.00%) Amazon DynamoDB
1 1 (100.00%) Elasticsearch
1 1 (100.00%) Low Latency
1 1 (100.00%) Amazon Redshift
1 1 (100.00%) Ansible
1 1 (100.00%) logstash
1 1 (100.00%) HDFS
1 1 (100.00%) Kibana
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Mesos
1 1 (100.00%) Apache Spark
1 1 (100.00%) OpenTSDB
1 1 (100.00%) AWS CloudFormation

Amazon EMR
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 1 (100.00%) Apache Spark
1 1 (100.00%) Elasticsearch
Cloud Services
1 1 (100.00%) Amazon AWS
1 1 (100.00%) Amazon EC2
1 1 (100.00%) Amazon S3
1 1 (100.00%) AWS CloudFormation
1 1 (100.00%) AWS Lambda
1 1 (100.00%) Cloud Computing
1 1 (100.00%) Serverless
Database & Business Intelligence
1 1 (100.00%) Amazon DynamoDB
1 1 (100.00%) Amazon Redshift
1 1 (100.00%) Hadoop
1 1 (100.00%) OpenTSDB
1 1 (100.00%) Parquet
1 1 (100.00%) PostgreSQL
Job Titles
1 1 (100.00%) Cloud Engineer
1 1 (100.00%) Cloud Software Engineer
1 1 (100.00%) Senior Cloud Engineer
1 1 (100.00%) Senior Software Engineer
1 1 (100.00%) Senior Web Engineer
1 1 (100.00%) Software Engineer
1 1 (100.00%) Web Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Apache Flex
1 1 (100.00%) Apache Thrift
1 1 (100.00%) Elastic Stack
1 1 (100.00%) Kafka
1 1 (100.00%) PostGIS
1 1 (100.00%) Protocol Buffers
1 1 (100.00%) Samza
Miscellaneous
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Cloud Native
1 1 (100.00%) Data Centre
Processes & Methodologies
1 1 (100.00%) Agile Software Development
1 1 (100.00%) Continuous Delivery
1 1 (100.00%) Continuous Deployment
1 1 (100.00%) Decision-Making
1 1 (100.00%) Low Latency
1 1 (100.00%) Open Source
1 1 (100.00%) Software Engineering
Programming Languages
1 1 (100.00%) C#
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) Ruby
System Software
1 1 (100.00%) HDFS
Systems Management
1 1 (100.00%) Ansible
1 1 (100.00%) Kibana
1 1 (100.00%) logstash
1 1 (100.00%) Mesos