Period
to 23 January 2019

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 January 2019 with a comparison to the same period in the previous 2 years.

Amazon Redshift
England > North West
6 months to
23 Jan 2019
Same period 2018 Same period 2017
Rank 279 354 331
Rank change year-on-year +75 -23 +17
Permanent jobs citing Amazon Redshift 65 15 33
As % of all permanent IT jobs advertised in the North West 0.61% 0.12% 0.27%
As % of the Database & Business Intelligence category 2.07% 0.36% 0.76%
Number of salaries quoted 58 11 31
North West median annual salary £70,000 £45,000 £55,000
Median salary % change year-on-year +55.56% -18.18% -15.38%
10th Percentile £48,375 £42,500 £36,250
90th Percentile £91,250 £62,500 £57,500
England median annual salary £75,000 £60,000 £65,000
% change year-on-year +25.00% -7.69% +13.04%

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 3,147 4,152 4,320
As % of all permanent IT jobs advertised in the North West 29.70% 32.48% 35.29%
Number of salaries quoted 2,703 3,482 3,771
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £30,000 £27,500 £26,250
90th Percentile £70,000 £62,500 £59,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +2.70%

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 January 2019.

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 January 2019. 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 +50 62 £70,000 +55.56% 4
Cheshire +32 3 £52,500 +5.00% 1
Amazon Redshift
England

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

1 63 (96.92%) Amazon AWS
2 55 (84.62%) NoSQL
3 53 (81.54%) MongoDB
3 53 (81.54%) Agile Software Development
4 50 (76.92%) Open Source
5 47 (72.31%) Java
5 47 (72.31%) Web Services
6 46 (70.77%) Python
7 44 (67.69%) DevOps
8 43 (66.15%) Kafka
8 43 (66.15%) Amazon EC2
8 43 (66.15%) Hadoop
8 43 (66.15%) Degree
8 43 (66.15%) Apache Spark
8 43 (66.15%) Amazon Athena
9 42 (64.62%) Numerate Degree
9 42 (64.62%) Computer Science Degree
9 42 (64.62%) CA Agile Central
9 42 (64.62%) Flink
9 42 (64.62%) JIRA
9 42 (64.62%) Mathematics
9 42 (64.62%) Computer Science
9 42 (64.62%) Scala
9 42 (64.62%) Big Data
9 42 (64.62%) Amazon EMR
9 42 (64.62%) Data Modelling
9 42 (64.62%) Apache
10 41 (63.08%) Configuration Management
10 41 (63.08%) TDD
10 41 (63.08%) Change Management

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 43 (66.15%) Apache Spark
2 42 (64.62%) Apache
3 7 (10.77%) nginx
4 1 (1.54%) Apache Airflow
Cloud Services
1 63 (96.92%) Amazon AWS
2 43 (66.15%) Amazon EC2
3 42 (64.62%) Amazon EMR
4 41 (63.08%) Cloud Computing
5 12 (18.46%) GitHub
6 11 (16.92%) Microsoft Azure
7 3 (4.62%) Amazon Kinesis
8 2 (3.08%) Amazon SageMaker
8 2 (3.08%) AWS Lambda
8 2 (3.08%) Serverless
9 1 (1.54%) Amazon ELB
9 1 (1.54%) Amazon S3
9 1 (1.54%) Amazon SQS
9 1 (1.54%) CloudFront
9 1 (1.54%) SaaS
Communications & Networking
1 19 (29.23%) Internet
2 1 (1.54%) VPN
Database & Business Intelligence
1 55 (84.62%) NoSQL
2 53 (81.54%) MongoDB
3 43 (66.15%) Amazon Athena
3 43 (66.15%) Hadoop
4 42 (64.62%) Big Data
4 42 (64.62%) Flink
5 13 (20.00%) SQL Server
6 11 (16.92%) Redis
7 5 (7.69%) SQL Server Integration Services
8 4 (6.15%) Data Warehouse
8 4 (6.15%) Looker
8 4 (6.15%) Oracle BI EE
8 4 (6.15%) Snowflake Schema
9 2 (3.08%) Amazon RDS
9 2 (3.08%) MySQL
9 2 (3.08%) PostgreSQL
10 1 (1.54%) Amazon Aurora
10 1 (1.54%) Amazon DynamoDB
10 1 (1.54%) Apache Cassandra
10 1 (1.54%) Azkaban
Development Applications
1 42 (64.62%) JIRA
2 11 (16.92%) Git (software)
General
1 1 (1.54%) Finance
1 1 (1.54%) Retail
Job Titles
1 24 (36.92%) Data Engineer
2 23 (35.38%) Senior Data Engineer
3 22 (33.85%) Big Data Engineer
4 20 (30.77%) Architect
5 19 (29.23%) Data Architect
5 19 (29.23%) Senior Architect
5 19 (29.23%) Senior Data Architect
6 10 (15.38%) C# Software Engineer
6 10 (15.38%) Software Engineer
7 8 (12.31%) Senior C# Software Engineer
7 8 (12.31%) Senior Software Engineer
8 5 (7.69%) .NET Software Engineer
9 4 (6.15%) Business Intelligence Specialist
9 4 (6.15%) Developer
10 3 (4.62%) C# Developer
10 3 (4.62%) Cloud Engineer
10 3 (4.62%) Cloud Specialist
10 3 (4.62%) Data Warehouse Specialist
10 3 (4.62%) ETL Specialist
10 3 (4.62%) Senior .NET Software Engineer
Libraries, Frameworks & Software Standards
1 47 (72.31%) Web Services
2 43 (66.15%) Kafka
3 41 (63.08%) Spark Streaming
4 11 (16.92%) CSS
4 11 (16.92%) HTML
4 11 (16.92%) React
4 11 (16.92%) Vue.js
5 8 (12.31%) .NET
6 7 (10.77%) NancyFx
6 7 (10.77%) NSQ
7 5 (7.69%) .NET Framework
8 3 (4.62%) Entity Framework
8 3 (4.62%) WCF
9 2 (3.08%) XGBoost
10 1 (1.54%) Apache Flex
10 1 (1.54%) XML
Miscellaneous
1 19 (29.23%) Internet of Things
2 1 (1.54%) Analytical Skills
2 1 (1.54%) Greenfield Project
2 1 (1.54%) Taxonomies
Operating Systems
1 1 (1.54%) Linux
1 1 (1.54%) Unix
Processes & Methodologies
1 53 (81.54%) Agile Software Development
2 50 (76.92%) Open Source
3 44 (67.69%) DevOps
4 42 (64.62%) Computer Science
4 42 (64.62%) Data Modelling
4 42 (64.62%) Mathematics
5 41 (63.08%) Change Management
5 41 (63.08%) Configuration Management
5 41 (63.08%) Data Engineering
5 41 (63.08%) Data Ingestion
5 41 (63.08%) TDD
6 23 (35.38%) Data Analysis
7 19 (29.23%) Data Architecture
8 12 (18.46%) Continuous Integration
8 12 (18.46%) Load Testing
9 11 (16.92%) CQRS
9 11 (16.92%) Deployment Automation
9 11 (16.92%) Kanban
9 11 (16.92%) Software Engineering
10 8 (12.31%) ETL
Programming Languages
1 47 (72.31%) Java
2 46 (70.77%) Python
3 42 (64.62%) Scala
4 19 (29.23%) SQL
5 12 (18.46%) C#
5 12 (18.46%) JavaScript
6 2 (3.08%) R
6 2 (3.08%) T-SQL
7 1 (1.54%) Bash Shell
7 1 (1.54%) Perl
7 1 (1.54%) PL/SQL
Qualifications
1 43 (66.15%) Degree
2 42 (64.62%) Computer Science Degree
2 42 (64.62%) Numerate Degree
3 3 (4.62%) AWS Certification
Systems Management
1 1 (1.54%) Ansible
1 1 (1.54%) Opscode Chef
1 1 (1.54%) Puppet
1 1 (1.54%) Salt
Vendors
1 42 (64.62%) CA Agile Central
2 4 (6.15%) Informatica
2 4 (6.15%) Tableau
3 3 (4.62%) Microsoft
4 2 (3.08%) Oracle
5 1 (1.54%) Hyperion
5 1 (1.54%) Talend