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

Amazon Redshift
England > North West
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 301 350 331
Rank change year-on-year +49 -19 +32
Permanent jobs citing Amazon Redshift 60 21 37
As % of all permanent IT jobs advertised in the North West 0.51% 0.16% 0.30%
As % of the Database & Business Intelligence category 1.71% 0.49% 0.86%
Number of salaries quoted 50 17 35
North West median annual salary £65,000 £30,000 £55,000
Median salary % change year-on-year +116.67% -45.45% -8.33%
10th Percentile £41,250 £26,250 £36,750
90th Percentile £91,250 £57,000 £60,000
England median annual salary £70,000 £60,000 £60,000
% change year-on-year +16.67% - +14.29%

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 3,515 4,320 4,281
As % of all permanent IT jobs advertised in the North West 29.86% 32.39% 34.42%
Number of salaries quoted 3,054 3,667 3,709
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,750 £27,500 £26,250
90th Percentile £68,750 £61,250 £58,750
England median annual salary £51,500 £50,000 £47,500
% change year-on-year +3.00% +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 November 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 November 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 +44 49 £70,000 +133.33% 1
Cheshire - 11 £52,500 -
Amazon Redshift
England

For the 6 months to 21 November 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 58 (96.67%) Amazon AWS
2 41 (68.33%) Agile Software Development
3 40 (66.67%) MongoDB
3 40 (66.67%) NoSQL
4 39 (65.00%) Open Source
5 38 (63.33%) Java
6 36 (60.00%) Web Services
6 36 (60.00%) Python
7 33 (55.00%) Hadoop
7 33 (55.00%) Amazon EC2
7 33 (55.00%) Apache Spark
8 32 (53.33%) Amazon EMR
8 32 (53.33%) Kafka
8 32 (53.33%) Big Data
8 32 (53.33%) Amazon Athena
8 32 (53.33%) Mathematics
8 32 (53.33%) Data Modelling
9 31 (51.67%) Apache
9 31 (51.67%) Degree
9 31 (51.67%) TDD
9 31 (51.67%) Scala
9 31 (51.67%) Data Engineering
9 31 (51.67%) DevOps
10 30 (50.00%) CA Agile Central
10 30 (50.00%) Flink
10 30 (50.00%) Numerate Degree
10 30 (50.00%) Computer Science Degree
10 30 (50.00%) Cloud Computing
10 30 (50.00%) JIRA
10 30 (50.00%) Computer Science

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 33 (55.00%) Apache Spark
2 31 (51.67%) Apache
3 9 (15.00%) nginx
4 2 (3.33%) Apache Pig
5 1 (1.67%) Apache Solr
5 1 (1.67%) Jupyter
5 1 (1.67%) Tomcat
Cloud Services
1 58 (96.67%) Amazon AWS
2 33 (55.00%) Amazon EC2
3 32 (53.33%) Amazon EMR
4 30 (50.00%) Cloud Computing
5 12 (20.00%) GitHub
6 10 (16.67%) Microsoft Azure
7 4 (6.67%) Amazon Kinesis
7 4 (6.67%) AWS Lambda
7 4 (6.67%) Serverless
8 3 (5.00%) Amazon S3
8 3 (5.00%) Amazon SageMaker
9 2 (3.33%) Amazon SQS
9 2 (3.33%) SaaS
10 1 (1.67%) Amazon ELB
10 1 (1.67%) CloudFront
10 1 (1.67%) Google Analytics
10 1 (1.67%) Google Cloud Platform
10 1 (1.67%) Route 53
Communications & Networking
1 14 (23.33%) Internet
2 1 (1.67%) SMS
2 1 (1.67%) VPN
Database & Business Intelligence
1 40 (66.67%) MongoDB
1 40 (66.67%) NoSQL
2 33 (55.00%) Hadoop
3 32 (53.33%) Amazon Athena
3 32 (53.33%) Big Data
4 30 (50.00%) Flink
5 9 (15.00%) Data Warehouse
5 9 (15.00%) SQL Server
6 8 (13.33%) Redis
7 6 (10.00%) Looker
7 6 (10.00%) Oracle BI EE
7 6 (10.00%) Snowflake Schema
7 6 (10.00%) SQL Server Integration Services
8 5 (8.33%) PostgreSQL
9 4 (6.67%) MySQL
10 3 (5.00%) Amazon RDS
11 2 (3.33%) Amazon Aurora
11 2 (3.33%) Apache Hive
12 1 (1.67%) Amazon DynamoDB
12 1 (1.67%) Sqoop
Development Applications
1 30 (50.00%) JIRA
2 10 (16.67%) Git (software)
3 1 (1.67%) CA Release Automation
3 1 (1.67%) Cucumber
3 1 (1.67%) Gradle
3 1 (1.67%) Jenkins
3 1 (1.67%) JUnit
3 1 (1.67%) Liquibase
General
1 2 (3.33%) Finance
1 2 (3.33%) Retail
2 1 (1.67%) Manufacturing
2 1 (1.67%) Marketing
2 1 (1.67%) Pharmaceutical
2 1 (1.67%) Telecoms
Job Titles
1 19 (31.67%) Data Engineer
2 16 (26.67%) Big Data Engineer
2 16 (26.67%) Senior Data Engineer
3 14 (23.33%) Architect
4 13 (21.67%) Data Architect
4 13 (21.67%) Senior Architect
4 13 (21.67%) Senior Data Architect
5 10 (16.67%) Software Engineer
6 8 (13.33%) C# Software Engineer
7 7 (11.67%) Developer
8 6 (10.00%) Business Intelligence Specialist
8 6 (10.00%) Senior Software Engineer
9 5 (8.33%) Data Warehouse Specialist
9 5 (8.33%) ETL Specialist
9 5 (8.33%) Senior C# Software Engineer
10 4 (6.67%) .NET Software Engineer
10 4 (6.67%) Business Intelligence Developer
11 3 (5.00%) Analyst
11 3 (5.00%) C# Developer
11 3 (5.00%) Cloud Specialist
Libraries, Frameworks & Software Standards
1 36 (60.00%) Web Services
2 32 (53.33%) Kafka
3 29 (48.33%) Spark Streaming
4 10 (16.67%) CSS
4 10 (16.67%) HTML
5 9 (15.00%) React
6 8 (13.33%) Vue.js
7 7 (11.67%) .NET
7 7 (11.67%) NancyFx
7 7 (11.67%) NSQ
8 4 (6.67%) .NET Framework
9 3 (5.00%) Entity Framework
9 3 (5.00%) WCF
10 2 (3.33%) Node.js
10 2 (3.33%) TensorFlow
10 2 (3.33%) XGBoost
10 2 (3.33%) XML
11 1 (1.67%) GraphQL
11 1 (1.67%) Keras
11 1 (1.67%) MXNet
Miscellaneous
1 30 (50.00%) Computer Science
2 14 (23.33%) Internet of Things
3 2 (3.33%) Analytical Skills
3 2 (3.33%) Taxonomies
4 1 (1.67%) Algorithms
4 1 (1.67%) Data Centre
4 1 (1.67%) Greenfield Project
4 1 (1.67%) Infotainment
4 1 (1.67%) Marketing Technology
Operating Systems
1 3 (5.00%) Linux
2 2 (3.33%) Unix
3 1 (1.67%) CentOS
3 1 (1.67%) Red Hat Enterprise Linux
Processes & Methodologies
1 41 (68.33%) Agile Software Development
2 39 (65.00%) Open Source
3 32 (53.33%) Data Modelling
3 32 (53.33%) Mathematics
4 31 (51.67%) Data Engineering
4 31 (51.67%) DevOps
4 31 (51.67%) TDD
5 29 (48.33%) Change Management
5 29 (48.33%) Configuration Management
5 29 (48.33%) Data Ingestion
6 17 (28.33%) Data Analysis
7 14 (23.33%) Data Architecture
8 11 (18.33%) ETL
8 11 (18.33%) Software Engineering
9 10 (16.67%) Continuous Integration
10 9 (15.00%) CQRS
10 9 (15.00%) Kanban
10 9 (15.00%) Load Testing
11 8 (13.33%) Business Intelligence
11 8 (13.33%) Deployment Automation
Programming Languages
1 38 (63.33%) Java
2 36 (60.00%) Python
3 31 (51.67%) Scala
4 21 (35.00%) SQL
5 13 (21.67%) JavaScript
6 9 (15.00%) C#
7 2 (3.33%) Perl
7 2 (3.33%) PL/SQL
7 2 (3.33%) R
8 1 (1.67%) Bash Shell
8 1 (1.67%) C
8 1 (1.67%) C++
8 1 (1.67%) Java 8
Qualifications
1 31 (51.67%) Degree
2 30 (50.00%) Computer Science Degree
2 30 (50.00%) Numerate Degree
3 5 (8.33%) AWS Certification
4 1 (1.67%) OCP
4 1 (1.67%) Oracle Certification
Quality Assurance & Compliance
1 1 (1.67%) SLA
System Software
1 2 (3.33%) HDFS
2 1 (1.67%) Docker
2 1 (1.67%) Oracle RAC
Systems Management
1 1 (1.67%) Ansible
1 1 (1.67%) Data Guard
1 1 (1.67%) Kubernetes
1 1 (1.67%) Oozie
1 1 (1.67%) Opscode Chef
1 1 (1.67%) Oracle RMAN
1 1 (1.67%) Puppet
1 1 (1.67%) Salt
Vendors
1 30 (50.00%) CA Agile Central
2 9 (15.00%) Tableau
3 6 (10.00%) Informatica
3 6 (10.00%) Oracle
4 4 (6.67%) Microsoft
5 3 (5.00%) Talend
6 2 (3.33%) Hyperion
7 1 (1.67%) Google