Period
to 20 January 2020

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 20 January 2020 with a comparison to the same period in the previous 2 years.

Amazon Redshift
England > North West
6 months to
20 Jan 2020
Same period 2019 Same period 2018
Rank 263 278 360
Rank change year-on-year +15 +82 -29
Permanent jobs citing Amazon Redshift 39 65 14
As % of all permanent IT jobs advertised in the North West 0.44% 0.62% 0.11%
As % of the Database & Business Intelligence category 1.57% 2.08% 0.34%
Number of salaries quoted 36 58 11
North West median annual salary £60,000 £70,000 £45,000
Median salary % change year-on-year -14.29% +55.56% -18.18%
10th Percentile £43,750 £48,375 £42,500
90th Percentile £94,375 £91,250 £62,500
England median annual salary £75,000 £76,250 £60,000
% change year-on-year -1.64% +27.08% -7.69%

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 2,486 3,130 4,100
As % of all permanent IT jobs advertised in the North West 28.28% 29.89% 32.41%
Number of salaries quoted 1,989 2,688 3,437
North West median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £30,000 £30,000 £27,500
90th Percentile £67,500 £70,000 £62,500
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +5.26%

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 20 January 2020.

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 20 January 2020. 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 37 £60,000 -14.29% 17
Cheshire +20 1 £40,000 -23.81%
Amazon Redshift
England

For the 6 months to 20 January 2020, 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 37 (94.87%) AWS
2 33 (84.62%) GCP
3 30 (76.92%) Azure
3 30 (76.92%) Data Warehouse
4 29 (74.36%) BigQuery
5 27 (69.23%) SQL
6 23 (58.97%) ETL
6 23 (58.97%) Snowflake Schema
7 19 (48.72%) SDLC
8 17 (43.59%) Azure SQL Data Warehouse
8 17 (43.59%) Azure SQL Database
8 17 (43.59%) Data Transformation
8 17 (43.59%) Data Integration
9 16 (41.03%) Teradata
10 15 (38.46%) Marketing
10 15 (38.46%) Cloud Computing
10 15 (38.46%) Bash Shell
10 15 (38.46%) Linux
10 15 (38.46%) Apache Spark
10 15 (38.46%) Presales
11 13 (33.33%) SQL Server
12 11 (28.21%) Business Intelligence
12 11 (28.21%) Python
13 10 (25.64%) Hadoop
13 10 (25.64%) Data Science
14 9 (23.08%) Data Lake
14 9 (23.08%) Google
15 8 (20.51%) PostgreSQL
16 7 (17.95%) Analytics
16 7 (17.95%) Big Data

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 15 (38.46%) Apache Spark
2 5 (12.82%) Apache
3 3 (7.69%) Elasticsearch
Cloud Services
1 37 (94.87%) AWS
2 33 (84.62%) GCP
3 30 (76.92%) Azure
4 15 (38.46%) Cloud Computing
5 5 (12.82%) Amazon Kinesis
6 4 (10.26%) SaaS
7 3 (7.69%) IaaS
7 3 (7.69%) Power Platform
8 2 (5.13%) Amazon S3
8 2 (5.13%) PaaS
9 1 (2.56%) AWS Lambda
9 1 (2.56%) Serverless
Database & Business Intelligence
1 30 (76.92%) Data Warehouse
2 29 (74.36%) BigQuery
3 23 (58.97%) Snowflake Schema
4 17 (43.59%) Azure SQL Data Warehouse
4 17 (43.59%) Azure SQL Database
5 13 (33.33%) SQL Server
6 10 (25.64%) Hadoop
7 9 (23.08%) Data Lake
8 8 (20.51%) PostgreSQL
9 7 (17.95%) Big Data
10 6 (15.38%) Relational Database
11 4 (10.26%) Enterprise Data Warehouse
11 4 (10.26%) MongoDB
11 4 (10.26%) RDBMS
12 3 (7.69%) Power BI
13 2 (5.13%) Apache Hive
13 2 (5.13%) Spark SQL
13 2 (5.13%) SQL Server Integration Services
14 1 (2.56%) NoSQL
14 1 (2.56%) SQL Server Analysis Services
Development Applications
1 3 (7.69%) TeamCity
General
1 15 (38.46%) Marketing
2 2 (5.13%) Automotive
2 2 (5.13%) Finance
Job Titles
1 18 (46.15%) Data Engineer
2 10 (25.64%) Architect
2 10 (25.64%) Solutions Architect
3 7 (17.95%) Consultant
3 7 (17.95%) ETL Consultant
3 7 (17.95%) Technical Consultant
4 6 (15.38%) Cloud Engineer
5 4 (10.26%) Open Source Engineer
5 4 (10.26%) Senior Data Engineer
5 4 (10.26%) Software Engineer
6 3 (7.69%) Python Engineer
7 2 (5.13%) AWS Engineer
7 2 (5.13%) Kubernetes Engineer
7 2 (5.13%) Senior Architect
7 2 (5.13%) Senior Solutions Architect
Libraries, Frameworks & Software Standards
1 7 (17.95%) Kafka
2 4 (10.26%) Apache Beam
2 4 (10.26%) Web Services
3 2 (5.13%) Pandas
3 2 (5.13%) PySpark
4 1 (2.56%) NumPy
4 1 (2.56%) SciPy
Miscellaneous
1 5 (12.82%) Analytical Skills
2 4 (10.26%) User Experience
3 2 (5.13%) Clustering
3 2 (5.13%) Hybrid Cloud
4 1 (2.56%) Greenfield Project
4 1 (2.56%) Replication
Operating Systems
1 15 (38.46%) Linux
Processes & Methodologies
1 23 (58.97%) ETL
2 19 (48.72%) SDLC
3 17 (43.59%) Data Integration
3 17 (43.59%) Data Transformation
4 15 (38.46%) Presales
5 11 (28.21%) Business Intelligence
6 10 (25.64%) Data Science
7 7 (17.95%) Analytics
8 6 (15.38%) Agile Software Development
8 6 (15.38%) Data Architecture
9 4 (10.26%) Data Engineering
9 4 (10.26%) Data Modelling
9 4 (10.26%) Kanban
9 4 (10.26%) Machine Learning
9 4 (10.26%) OOD
9 4 (10.26%) OOP
9 4 (10.26%) Open Source
9 4 (10.26%) Scrum
9 4 (10.26%) Software Engineering
9 4 (10.26%) Test Automation
Programming Languages
1 27 (69.23%) SQL
2 15 (38.46%) Bash Shell
3 11 (28.21%) Python
4 6 (15.38%) Java
5 5 (12.82%) Scala
6 3 (7.69%) R
7 2 (5.13%) C
8 1 (2.56%) T-SQL
Qualifications
1 4 (10.26%) Degree
Quality Assurance & Compliance
1 1 (2.56%) Data Quality
System Software
1 3 (7.69%) Docker
Systems Management
1 3 (7.69%) Kubernetes
2 2 (5.13%) Terraform
3 1 (2.56%) Grafana
3 1 (2.56%) Prometheus
Vendors
1 16 (41.03%) Teradata
2 9 (23.08%) Google
3 5 (12.82%) Vertica
4 4 (10.26%) Microsoft
5 2 (5.13%) Siemens
5 2 (5.13%) Snowplow