Period
to 19 August 2018

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 19 August 2018 with a comparison to the same period in the previous 2 years.

Amazon Redshift
Scotland > Edinburgh
6 months to
19 Aug 2018
Same period 2017 Same period 2016
Rank 139 136 144
Rank change year-on-year -3 +8 -
Permanent jobs citing Amazon Redshift 7 8 2
As % of all permanent IT jobs advertised in Edinburgh 0.28% 0.32% 0.080%
As % of the Database & Business Intelligence category 1.03% 0.91% 0.29%
Number of salaries quoted 6 2 2
Edinburgh median annual salary £51,250 £58,750 £40,000
Median salary % change year-on-year -12.77% +46.88% -
10th Percentile £45,625 £40,625 £35,000
90th Percentile £55,000 £73,875 £45,000
Scotland median annual salary £52,500 £58,750 £40,000
% change year-on-year -10.64% +46.88% -

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 682 879 683
As % of all permanent IT jobs advertised in Edinburgh 26.95% 34.66% 27.32%
Number of salaries quoted 482 556 431
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £28,000 £27,250 £29,000
90th Percentile £68,750 £67,500 £62,500
Scotland median annual salary £45,000 £42,500 £45,000
% change year-on-year +5.88% -5.56% +7.14%

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

Amazon Redshift
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Amazon Redshift in Edinburgh over the 6 months to 19 August 2018.

Salary histogram for Amazon Redshift in Edinburgh

For the 6 months to 19 August 2018, 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 7 (100.00%) SQL
1 7 (100.00%) Analytics
2 6 (85.71%) Apache Hive
2 6 (85.71%) Amazon AWS
2 6 (85.71%) R
2 6 (85.71%) Apache Spark
2 6 (85.71%) Python
2 6 (85.71%) Hadoop
3 5 (71.43%) ETL
3 5 (71.43%) HDFS
3 5 (71.43%) Oozie
3 5 (71.43%) Big Data
3 5 (71.43%) Apache Pig
3 5 (71.43%) Sqoop
3 5 (71.43%) Amazon EMR
3 5 (71.43%) Data Science
4 4 (57.14%) AWS Lambda
4 4 (57.14%) Serverless
4 4 (57.14%) Scala
4 4 (57.14%) Kafka
4 4 (57.14%) Amazon RDS
4 4 (57.14%) Amazon EC2
4 4 (57.14%) Amazon S3
5 3 (42.86%) Data Warehouse
5 3 (42.86%) Java
5 3 (42.86%) Public Cloud
5 3 (42.86%) Problem-Solving
6 2 (28.57%) Enterprise Cloud
6 2 (28.57%) Customer Requirements
6 2 (28.57%) Terraform

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 6 (85.71%) Apache Spark
2 5 (71.43%) Apache Pig
3 2 (28.57%) SAS
4 1 (14.29%) Apache
Cloud Services
1 6 (85.71%) Amazon AWS
2 5 (71.43%) Amazon EMR
3 4 (57.14%) Amazon EC2
3 4 (57.14%) Amazon S3
3 4 (57.14%) AWS Lambda
3 4 (57.14%) Serverless
4 2 (28.57%) Amazon ElastiCache
4 2 (28.57%) Amazon ELB
4 2 (28.57%) Virtual Private Cloud
5 1 (14.29%) AWS Data Pipeline
5 1 (14.29%) Google Analytics
5 1 (14.29%) Google Cloud Platform
Database & Business Intelligence
1 6 (85.71%) Apache Hive
1 6 (85.71%) Hadoop
2 5 (71.43%) Big Data
2 5 (71.43%) Sqoop
3 4 (57.14%) Amazon RDS
4 3 (42.86%) Data Warehouse
5 2 (28.57%) Amazon DynamoDB
5 2 (28.57%) NoSQL
5 2 (28.57%) Relational Database
6 1 (14.29%) Apache Kudu
6 1 (14.29%) BigQuery
6 1 (14.29%) Data Lake
6 1 (14.29%) Data Mining
6 1 (14.29%) HBase
6 1 (14.29%) Impala
6 1 (14.29%) PostgreSQL
6 1 (14.29%) Presto
Job Titles
1 5 (71.43%) AWS Consultant
1 5 (71.43%) Consultant
2 3 (42.86%) Big Data Consultant
2 3 (42.86%) Data Consultant
3 2 (28.57%) Cloud Consultant
3 2 (28.57%) Junior
4 1 (14.29%) Analyst
4 1 (14.29%) Data Analyst
4 1 (14.29%) Data Engineer
4 1 (14.29%) Solutions Consultant
Libraries, Frameworks & Software Standards
1 4 (57.14%) Kafka
2 2 (28.57%) Node.js
2 2 (28.57%) Web Services
Miscellaneous
1 3 (42.86%) Public Cloud
2 2 (28.57%) Computer Science
2 2 (28.57%) Enterprise Cloud
3 1 (14.29%) Analytical Mindset
3 1 (14.29%) Analytical Skills
3 1 (14.29%) Private Cloud
3 1 (14.29%) Self-Motivation
Operating Systems
1 1 (14.29%) Linux
Processes & Methodologies
1 7 (100.00%) Analytics
2 5 (71.43%) Data Science
2 5 (71.43%) ETL
3 3 (42.86%) Problem-Solving
4 2 (28.57%) Business Intelligence
4 2 (28.57%) Customer Requirements
4 2 (28.57%) Data Analysis
4 2 (28.57%) Data Modelling
4 2 (28.57%) MapReduce
4 2 (28.57%) Software Engineering
5 1 (14.29%) Big Data Analytics
5 1 (14.29%) Biology
5 1 (14.29%) Data Analytics
5 1 (14.29%) Data Architecture
5 1 (14.29%) Database Tuning
5 1 (14.29%) Machine Learning
5 1 (14.29%) Migration
5 1 (14.29%) Open Source
5 1 (14.29%) Physics
5 1 (14.29%) Statistics
Programming Languages
1 7 (100.00%) SQL
2 6 (85.71%) Python
2 6 (85.71%) R
3 4 (57.14%) Scala
4 3 (42.86%) Java
5 2 (28.57%) Bash Shell
5 2 (28.57%) PHP
5 2 (28.57%) Ruby
Qualifications
1 1 (14.29%) Computer Science Degree
1 1 (14.29%) Degree
1 1 (14.29%) Numerate Degree
Quality Assurance & Compliance
1 1 (14.29%) GCP
System Software
1 5 (71.43%) HDFS
2 1 (14.29%) Docker
Systems Management
1 5 (71.43%) Oozie
2 2 (28.57%) Terraform
3 1 (14.29%) Kubernetes
Vendors
1 2 (28.57%) Google
2 1 (14.29%) Cloudera
2 1 (14.29%) Vertica