Period
to 23 September 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 23 September 2018 with a comparison to the same period in the previous 2 years.

Amazon Redshift
England > North West
6 months to
23 Sep 2018
Same period 2017 Same period 2016
Rank 313 352 329
Rank change year-on-year +39 -23 +23
Permanent jobs citing Amazon Redshift 40 25 23
As % of all permanent IT jobs advertised in the North West 0.34% 0.19% 0.19%
As % of the Database & Business Intelligence category 1.11% 0.56% 0.59%
Number of salaries quoted 30 19 21
North West median annual salary £50,000 £30,000 £55,000
Median salary % change year-on-year +66.67% -45.45% +8.37%
10th Percentile £37,500 £26,250 £46,250
90th Percentile £91,250 £57,000 £58,750
England median annual salary £67,500 £60,000 £60,000
% change year-on-year +12.50% - +12.68%

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 the North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Permanent vacancies with a requirement for database or business intelligence skills 3,610 4,448 3,929
As % of all permanent IT jobs advertised in the North West 30.61% 34.13% 32.90%
Number of salaries quoted 3,117 3,764 3,388
North West median annual salary £44,000 £40,500 £40,000
Median salary % change year-on-year +8.64% +1.25% -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £62,500 £57,500
England median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +5.56%

Amazon Redshift
Job Vacancy Trend in the North West

Job postings citing Amazon Redshift as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Amazon Redshift in the North West

Amazon Redshift
Salary Trend in the North West

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

Salary trend for Amazon Redshift in the North West

Amazon Redshift
Salary Histogram in the North West

The salary distribution of IT jobs citing Amazon Redshift in the North West over the 6 months to 23 September 2018.

Salary histogram for Amazon Redshift in the North West

Amazon Redshift
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Redshift within the North West region over the 6 months to 23 September 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +18 29 £50,000 +66.67% 6
Cheshire - 11 £52,500 -
Amazon Redshift
England

For the 6 months to 23 September 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 North West region with a requirement for Amazon Redshift.

1 38 (95.00%) Amazon AWS
2 21 (52.50%) Agile Software Development
3 20 (50.00%) SQL
3 20 (50.00%) MongoDB
4 18 (45.00%) NoSQL
5 17 (42.50%) Python
6 16 (40.00%) Java
6 16 (40.00%) JavaScript
7 15 (37.50%) Web Services
7 15 (37.50%) Open Source
8 14 (35.00%) Software Engineering
8 14 (35.00%) Hadoop
9 13 (32.50%) HTML
9 13 (32.50%) CSS
10 12 (30.00%) Apache
10 12 (30.00%) Apache Spark
10 12 (30.00%) React
11 11 (27.50%) Amazon Athena
11 11 (27.50%) Amazon EMR
11 11 (27.50%) Microsoft Azure
11 11 (27.50%) Big Data
11 11 (27.50%) Kafka
11 11 (27.50%) GitHub
11 11 (27.50%) Data Modelling
11 11 (27.50%) ETL
11 11 (27.50%) Amazon EC2
11 11 (27.50%) Mathematics
12 10 (25.00%) Degree
12 10 (25.00%) TDD
12 10 (25.00%) Scala

Amazon Redshift
Co-occurring IT Skills in the North West 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 12 (30.00%) Apache
1 12 (30.00%) Apache Spark
2 5 (12.50%) nginx
3 2 (5.00%) Apache Pig
4 1 (2.50%) Apache Solr
4 1 (2.50%) Jupyter
4 1 (2.50%) Tomcat
Cloud Services
1 38 (95.00%) Amazon AWS
2 11 (27.50%) Amazon EC2
2 11 (27.50%) Amazon EMR
2 11 (27.50%) GitHub
2 11 (27.50%) Microsoft Azure
3 9 (22.50%) Cloud Computing
4 3 (7.50%) Amazon Kinesis
4 3 (7.50%) AWS Lambda
4 3 (7.50%) Serverless
5 2 (5.00%) Amazon S3
5 2 (5.00%) Amazon SageMaker
5 2 (5.00%) SaaS
6 1 (2.50%) Amazon SQS
6 1 (2.50%) Google Analytics
6 1 (2.50%) Google Cloud Platform
6 1 (2.50%) Route 53
Communications & Networking
1 6 (15.00%) Internet
2 1 (2.50%) SMS
Database & Business Intelligence
1 20 (50.00%) MongoDB
2 18 (45.00%) NoSQL
3 14 (35.00%) Hadoop
4 11 (27.50%) Amazon Athena
4 11 (27.50%) Big Data
5 10 (25.00%) SQL Server
6 9 (22.50%) Data Warehouse
6 9 (22.50%) Flink
6 9 (22.50%) Redis
7 7 (17.50%) PostgreSQL
8 6 (15.00%) Looker
8 6 (15.00%) Oracle BI EE
8 6 (15.00%) Snowflake Schema
8 6 (15.00%) SQL Server Integration Services
9 4 (10.00%) MySQL
10 2 (5.00%) Amazon Aurora
10 2 (5.00%) Amazon DynamoDB
10 2 (5.00%) Amazon RDS
10 2 (5.00%) Apache Hive
11 1 (2.50%) Oracle Database
Development Applications
1 9 (22.50%) Git (software)
1 9 (22.50%) JIRA
2 2 (5.00%) Grunt
2 2 (5.00%) gulp
2 2 (5.00%) webpack
3 1 (2.50%) CA Release Automation
3 1 (2.50%) Cucumber
3 1 (2.50%) Gradle
3 1 (2.50%) Jenkins
3 1 (2.50%) JUnit
3 1 (2.50%) Liquibase
General
1 3 (7.50%) Games
2 2 (5.00%) Finance
3 1 (2.50%) Manufacturing
3 1 (2.50%) Marketing
3 1 (2.50%) Pharmaceutical
3 1 (2.50%) Retail
3 1 (2.50%) Telecoms
Job Titles
1 12 (30.00%) Software Engineer
2 10 (25.00%) Developer
3 7 (17.50%) Senior Software Engineer
4 6 (15.00%) Architect
4 6 (15.00%) Business Intelligence Specialist
4 6 (15.00%) Data Engineer
5 5 (12.50%) Data Architect
5 5 (12.50%) Data Warehouse Specialist
5 5 (12.50%) ETL Specialist
5 5 (12.50%) Senior Architect
5 5 (12.50%) Senior Data Architect
6 4 (10.00%) Business Intelligence Developer
6 4 (10.00%) Developer/Software Engineer
6 4 (10.00%) Senior Developer
7 3 (7.50%) Analyst
7 3 (7.50%) Big Data Engineer
7 3 (7.50%) C# Software Engineer
7 3 (7.50%) Cloud Specialist
7 3 (7.50%) Senior Data Engineer
8 2 (5.00%) Software Developer
Libraries, Frameworks & Software Standards
1 15 (37.50%) Web Services
2 13 (32.50%) CSS
2 13 (32.50%) HTML
3 12 (30.00%) React
4 11 (27.50%) Kafka
5 9 (22.50%) AngularJS
5 9 (22.50%) Node.js
5 9 (22.50%) Vue.js
6 8 (20.00%) Spark Streaming
7 5 (12.50%) JSON
8 3 (7.50%) Angular 2
8 3 (7.50%) NancyFx
8 3 (7.50%) NSQ
9 2 (5.00%) .NET
9 2 (5.00%) CSS3
9 2 (5.00%) HTML5
9 2 (5.00%) Redux
9 2 (5.00%) Sass
9 2 (5.00%) TensorFlow
9 2 (5.00%) Twitter Bootstrap
Miscellaneous
1 9 (22.50%) Computer Science
2 6 (15.00%) Internet of Things
3 2 (5.00%) Analytical Skills
3 2 (5.00%) Taxonomies
4 1 (2.50%) Algorithms
4 1 (2.50%) Data Centre
4 1 (2.50%) Greenfield Project
4 1 (2.50%) Infotainment
4 1 (2.50%) Marketing Technology
4 1 (2.50%) User Experience
Operating Systems
1 5 (12.50%) Linux
2 2 (5.00%) Unix
3 1 (2.50%) CentOS
3 1 (2.50%) Red Hat Enterprise Linux
Processes & Methodologies
1 21 (52.50%) Agile Software Development
2 15 (37.50%) Open Source
3 14 (35.00%) Software Engineering
4 11 (27.50%) Data Modelling
4 11 (27.50%) ETL
4 11 (27.50%) Mathematics
5 10 (25.00%) Data Engineering
5 10 (25.00%) TDD
6 9 (22.50%) DevOps
7 8 (20.00%) Business Intelligence
7 8 (20.00%) Change Management
7 8 (20.00%) Configuration Management
7 8 (20.00%) Data Ingestion
8 6 (15.00%) Continuous Integration
8 6 (15.00%) Data Architecture
8 6 (15.00%) Dimensional Modelling
8 6 (15.00%) Front End Development
9 5 (12.50%) CQRS
9 5 (12.50%) Kanban
9 5 (12.50%) Load Testing
Programming Languages
1 20 (50.00%) SQL
2 17 (42.50%) Python
3 16 (40.00%) Java
3 16 (40.00%) JavaScript
4 10 (25.00%) Scala
5 8 (20.00%) C#
6 3 (7.50%) PHP
7 2 (5.00%) ES6
7 2 (5.00%) Perl
7 2 (5.00%) PL/SQL
8 1 (2.50%) Bash Shell
8 1 (2.50%) C
8 1 (2.50%) C++
8 1 (2.50%) Java 8
8 1 (2.50%) R
Qualifications
1 10 (25.00%) Degree
2 9 (22.50%) Computer Science Degree
2 9 (22.50%) Numerate Degree
3 5 (12.50%) AWS Certification
4 1 (2.50%) OCP
4 1 (2.50%) Oracle Certification
Quality Assurance & Compliance
1 1 (2.50%) SLA
System Software
1 3 (7.50%) Docker
2 2 (5.00%) HDFS
3 1 (2.50%) Oracle RAC
Systems Management
1 1 (2.50%) Ansible
1 1 (2.50%) Data Guard
1 1 (2.50%) Kubernetes
1 1 (2.50%) Oozie
1 1 (2.50%) Opscode Chef
1 1 (2.50%) Oracle RMAN
1 1 (2.50%) Puppet
1 1 (2.50%) Salt
Vendors
1 9 (22.50%) CA Agile Central
1 9 (22.50%) Tableau
2 6 (15.00%) Informatica
2 6 (15.00%) Oracle
3 3 (7.50%) Talend
4 2 (5.00%) Hyperion
4 2 (5.00%) Microsoft
5 1 (2.50%) Google