Period
to 21 July 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 21 July 2018 with a comparison to the same period in the previous 2 years.

Amazon Redshift
England > North West
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 322 339 343
Rank change year-on-year +17 +4 +9
Permanent jobs citing Amazon Redshift 34 25 11
As % of all permanent IT jobs advertised in the North West 0.27% 0.19% 0.095%
As % of the Database & Business Intelligence category 0.83% 0.55% 0.30%
Number of salaries quoted 29 19 10
North West median annual salary £47,500 £30,000 £53,750
Median salary % change year-on-year +58.33% -44.19% +19.44%
10th Percentile £32,250 £26,250 £43,000
90th Percentile £60,000 £57,000 £60,000
England median annual salary £65,000 £62,500 £57,500
% change year-on-year +4.00% +8.70% +4.55%

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 4,105 4,576 3,657
As % of all permanent IT jobs advertised in the North West 32.85% 34.64% 31.68%
Number of salaries quoted 3,543 3,902 3,149
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £61,250 £57,500
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +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 21 July 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 21 July 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 +17 21 £47,500 +58.33% 6
Cheshire - 12 £52,500 - 10
Merseyside - 1 £50,000 -
Amazon Redshift
England

For the 6 months to 21 July 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 32 (94.12%) Amazon AWS
2 20 (58.82%) JavaScript
3 18 (52.94%) HTML
3 18 (52.94%) CSS
3 18 (52.94%) MongoDB
4 17 (50.00%) Software Engineering
5 15 (44.12%) Agile Software Development
5 15 (44.12%) React
6 14 (41.18%) SQL
7 13 (38.24%) SQL Server
7 13 (38.24%) Microsoft Azure
7 13 (38.24%) Node.js
7 13 (38.24%) AngularJS
8 12 (35.29%) Redis
8 12 (35.29%) Front End Development
8 12 (35.29%) Vue.js
8 12 (35.29%) Python
9 11 (32.35%) Open Source
10 10 (29.41%) Java
11 9 (26.47%) ETL
11 9 (26.47%) Git (software)
12 8 (23.53%) Hadoop
12 8 (23.53%) Data Warehouse
12 8 (23.53%) Data Modelling
12 8 (23.53%) C#
13 7 (20.59%) MySQL
13 7 (20.59%) Business Intelligence
13 7 (20.59%) Finance
13 7 (20.59%) NoSQL
13 7 (20.59%) GitHub

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 5 (14.71%) Apache
1 5 (14.71%) Apache Spark
2 3 (8.82%) Tomcat
3 2 (5.88%) Apache Pig
3 2 (5.88%) nginx
4 1 (2.94%) Apache Solr
4 1 (2.94%) Jupyter
Cloud Services
1 32 (94.12%) Amazon AWS
2 13 (38.24%) Microsoft Azure
3 7 (20.59%) GitHub
4 5 (14.71%) Amazon EC2
4 5 (14.71%) Amazon EMR
5 3 (8.82%) Cloud Computing
6 2 (5.88%) Amazon S3
6 2 (5.88%) AWS Lambda
6 2 (5.88%) Serverless
7 1 (2.94%) Amazon Kinesis
7 1 (2.94%) Amazon SageMaker
7 1 (2.94%) Amazon SQS
7 1 (2.94%) Google Analytics
7 1 (2.94%) Google Cloud Platform
7 1 (2.94%) Route 53
7 1 (2.94%) SaaS
Communications & Networking
1 1 (2.94%) Internet
1 1 (2.94%) SMS
Database & Business Intelligence
1 18 (52.94%) MongoDB
2 13 (38.24%) SQL Server
3 12 (35.29%) Redis
4 8 (23.53%) Data Warehouse
4 8 (23.53%) Hadoop
5 7 (20.59%) MySQL
5 7 (20.59%) NoSQL
6 6 (17.65%) PostgreSQL
7 5 (14.71%) Big Data
8 3 (8.82%) Amazon Athena
8 3 (8.82%) Oracle BI EE
8 3 (8.82%) Power BI
9 2 (5.88%) Amazon Aurora
9 2 (5.88%) Amazon DynamoDB
9 2 (5.88%) Amazon RDS
9 2 (5.88%) Flink
9 2 (5.88%) Looker
9 2 (5.88%) MariaDB
9 2 (5.88%) Snowflake Schema
9 2 (5.88%) SQL Server Integration Services
Development Applications
1 9 (26.47%) Git (software)
2 7 (20.59%) Grunt
2 7 (20.59%) gulp
2 7 (20.59%) webpack
3 3 (8.82%) Cucumber
3 3 (8.82%) Gradle
3 3 (8.82%) Jenkins
3 3 (8.82%) JUnit
3 3 (8.82%) Liquibase
4 2 (5.88%) JIRA
5 1 (2.94%) CA Release Automation
5 1 (2.94%) ERwin
General
1 7 (20.59%) Finance
2 5 (14.71%) Games
3 3 (8.82%) Marketing
4 1 (2.94%) Manufacturing
4 1 (2.94%) Pharmaceutical
4 1 (2.94%) Retail
4 1 (2.94%) Telecoms
Job Titles
1 19 (55.88%) Developer
2 12 (35.29%) Software Engineer
3 9 (26.47%) Senior Developer
4 6 (17.65%) Business Intelligence Developer
5 5 (14.71%) Data Engineer
5 5 (14.71%) Developer/Software Engineer
5 5 (14.71%) Senior Software Engineer
6 3 (8.82%) Front End Developer (Client-Side Developer)
6 3 (8.82%) Junior
6 3 (8.82%) Junior Developer
7 2 (5.88%) Analyst
7 2 (5.88%) Architect
7 2 (5.88%) Business Intelligence Specialist
7 2 (5.88%) Data Warehouse Developer
7 2 (5.88%) Data Warehouse Specialist
7 2 (5.88%) Java Developer
7 2 (5.88%) Senior Software Developer
7 2 (5.88%) Senior UI Developer
7 2 (5.88%) Software Developer
7 2 (5.88%) UI Developer
Libraries, Frameworks & Software Standards
1 18 (52.94%) CSS
1 18 (52.94%) HTML
2 15 (44.12%) React
3 13 (38.24%) AngularJS
3 13 (38.24%) Node.js
4 12 (35.29%) Vue.js
5 6 (17.65%) JSON
6 5 (14.71%) Angular 2
6 5 (14.71%) Redux
7 4 (11.76%) Kafka
7 4 (11.76%) Web Services
8 3 (8.82%) Ajax
8 3 (8.82%) CSS3
8 3 (8.82%) Guava
8 3 (8.82%) HTML5
8 3 (8.82%) jQuery
8 3 (8.82%) Sass
8 3 (8.82%) Spring
9 2 (5.88%) TensorFlow
9 2 (5.88%) Twitter Bootstrap
Miscellaneous
1 3 (8.82%) Computer Science
2 1 (2.94%) Algorithms
2 1 (2.94%) Analytical Skills
2 1 (2.94%) Data Centre
2 1 (2.94%) Greenfield Project
2 1 (2.94%) Infotainment
2 1 (2.94%) Internet of Things
2 1 (2.94%) Marketing Technology
2 1 (2.94%) Taxonomies
2 1 (2.94%) User Experience
Operating Systems
1 6 (17.65%) Linux
2 1 (2.94%) CentOS
2 1 (2.94%) Red Hat Enterprise Linux
2 1 (2.94%) Unix
Processes & Methodologies
1 17 (50.00%) Software Engineering
2 15 (44.12%) Agile Software Development
3 12 (35.29%) Front End Development
4 11 (32.35%) Open Source
5 9 (26.47%) ETL
6 8 (23.53%) Data Modelling
7 7 (20.59%) Business Intelligence
8 5 (14.71%) Analytics
9 4 (11.76%) Data Engineering
9 4 (11.76%) Machine Learning
9 4 (11.76%) Mathematics
9 4 (11.76%) TDD
10 3 (8.82%) Cross-Browser Compatibility
10 3 (8.82%) Dimensional Modelling
10 3 (8.82%) Unit Testing
10 3 (8.82%) Visualisation
11 2 (5.88%) Dashboard Development
11 2 (5.88%) Data Ingestion
11 2 (5.88%) Data Science
11 2 (5.88%) Mentoring
Programming Languages
1 20 (58.82%) JavaScript
2 14 (41.18%) SQL
3 12 (35.29%) Python
4 10 (29.41%) Java
5 8 (23.53%) C#
6 3 (8.82%) PHP
6 3 (8.82%) R
6 3 (8.82%) Scala
7 2 (5.88%) C++
7 2 (5.88%) ES6
7 2 (5.88%) T-SQL
8 1 (2.94%) C
8 1 (2.94%) Java 8
8 1 (2.94%) Perl
8 1 (2.94%) PL/SQL
Qualifications
1 3 (8.82%) Computer Science Degree
1 3 (8.82%) Degree
2 2 (5.88%) AWS Certification
2 2 (5.88%) Numerate Degree
3 1 (2.94%) OCP
3 1 (2.94%) Oracle Certification
Quality Assurance & Compliance
1 1 (2.94%) GCP
1 1 (2.94%) SLA
System Software
1 3 (8.82%) Docker
2 2 (5.88%) HDFS
3 1 (2.94%) Oracle RAC
Systems Management
1 1 (2.94%) Data Guard
1 1 (2.94%) Kubernetes
1 1 (2.94%) Oozie
1 1 (2.94%) Oracle RMAN
Vendors
1 6 (17.65%) Oracle
2 5 (14.71%) Tableau
3 3 (8.82%) Talend
4 2 (5.88%) CA Agile Central
4 2 (5.88%) Hyperion
4 2 (5.88%) Informatica
4 2 (5.88%) Microsoft
5 1 (2.94%) Google
5 1 (2.94%) SAP