Period
to 16 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Amazon Redshift skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon Redshift over the 6 months to 16 January 2019 with a comparison to the same period in the previous 2 years.

Amazon Redshift
Scotland > Edinburgh
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 134 125 127
Rank change year-on-year -9 +2 +21
Permanent jobs citing Amazon Redshift 5 27 8
As % of all permanent IT jobs advertised in Edinburgh 0.21% 1.04% 0.37%
As % of the Database & Business Intelligence category 0.79% 3.21% 1.29%
Number of salaries quoted 5 3 8
Edinburgh median annual salary £65,000 £45,000 £45,250
Median salary % change year-on-year +44.44% -0.55% -
10th Percentile £57,500 £37,500 £35,000
90th Percentile £67,500 £68,500 £73,625
Scotland median annual salary £62,500 £45,000 £40,000
% change year-on-year +38.89% +12.50% -

Amazon Redshift is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Permanent vacancies with a requirement for database or business intelligence skills 632 841 621
As % of all permanent IT jobs advertised in Edinburgh 26.23% 32.28% 28.56%
Number of salaries quoted 445 531 442
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +5.88%
10th Percentile £28,750 £27,500 £28,750
90th Percentile £69,500 £60,000 £63,750
Scotland median annual salary £45,000 £42,500 £43,500
% change year-on-year +5.88% -2.30% +4.82%

Amazon Redshift
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Amazon Redshift in Edinburgh

Amazon Redshift
Salary Trend in Edinburgh

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

Salary trend for Amazon Redshift in Edinburgh

For the 6 months to 16 January 2019, IT jobs citing Amazon Redshift 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 Redshift.

1 5 (100.00%) Software Engineering
1 5 (100.00%) Ruby
1 5 (100.00%) Amazon S3
1 5 (100.00%) Amazon AWS
1 5 (100.00%) Elasticsearch
1 5 (100.00%) Data Centre
1 5 (100.00%) AWS Lambda
1 5 (100.00%) Serverless
2 3 (60.00%) Tech Ops
2 3 (60.00%) Private Cloud
2 3 (60.00%) Amazon Kinesis
2 3 (60.00%) Line Management
2 3 (60.00%) Mentoring
2 3 (60.00%) Coaching
2 3 (60.00%) SmartOS
2 3 (60.00%) SaaS
2 3 (60.00%) Puppet
2 3 (60.00%) RabbitMQ
2 3 (60.00%) Ruby on Rails
2 3 (60.00%) MySQL
3 2 (40.00%) Agile Software Development
3 2 (40.00%) C#
3 2 (40.00%) Java
3 2 (40.00%) Python
3 2 (40.00%) PostgreSQL
3 2 (40.00%) Apache Flex
3 2 (40.00%) Cloud Computing
3 2 (40.00%) Hadoop
3 2 (40.00%) Amazon EC2
3 2 (40.00%) Kafka

Amazon Redshift
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 5 (100.00%) Elasticsearch
2 2 (40.00%) Apache Spark
Cloud Services
1 5 (100.00%) Amazon AWS
1 5 (100.00%) Amazon S3
1 5 (100.00%) AWS Lambda
1 5 (100.00%) Serverless
2 3 (60.00%) Amazon Kinesis
2 3 (60.00%) SaaS
3 2 (40.00%) Amazon EC2
3 2 (40.00%) Amazon EMR
3 2 (40.00%) AWS CloudFormation
3 2 (40.00%) Cloud Computing
Database & Business Intelligence
1 3 (60.00%) MySQL
2 2 (40.00%) Amazon DynamoDB
2 2 (40.00%) Hadoop
2 2 (40.00%) OpenTSDB
2 2 (40.00%) Parquet
2 2 (40.00%) PostgreSQL
Job Titles
1 3 (60.00%) Operations Team Leader
1 3 (60.00%) Team Leader
2 2 (40.00%) Senior Software Engineer
2 2 (40.00%) Senior Web Engineer
2 2 (40.00%) Software Engineer
2 2 (40.00%) Web Engineer
3 1 (20.00%) Cloud Engineer
3 1 (20.00%) Cloud Software Engineer
3 1 (20.00%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 3 (60.00%) RabbitMQ
1 3 (60.00%) Ruby on Rails
2 2 (40.00%) Apache Flex
2 2 (40.00%) Apache Thrift
2 2 (40.00%) Elastic Stack
2 2 (40.00%) Kafka
2 2 (40.00%) PostGIS
2 2 (40.00%) Protocol Buffers
2 2 (40.00%) Samza
Miscellaneous
1 5 (100.00%) Data Centre
2 3 (60.00%) Private Cloud
3 2 (40.00%) Analytical Skills
3 2 (40.00%) Cloud Native
Operating Systems
1 3 (60.00%) SmartOS
Processes & Methodologies
1 5 (100.00%) Software Engineering
2 3 (60.00%) Coaching
2 3 (60.00%) Line Management
2 3 (60.00%) Mentoring
2 3 (60.00%) Tech Ops
3 2 (40.00%) Agile Software Development
3 2 (40.00%) Continuous Delivery
3 2 (40.00%) Continuous Deployment
3 2 (40.00%) Decision-Making
3 2 (40.00%) Low Latency
3 2 (40.00%) Open Source
Programming Languages
1 5 (100.00%) Ruby
2 2 (40.00%) C#
2 2 (40.00%) Java
2 2 (40.00%) Python
System Software
1 2 (40.00%) HDFS
Systems Management
1 3 (60.00%) Puppet
2 2 (40.00%) Ansible
2 2 (40.00%) Kibana
2 2 (40.00%) logstash
2 2 (40.00%) Mesos