Period
to 17 January 2021

The following table provides summary statistics for permanent job vacancies 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 17 January 2021 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
17 Jan 2021
Same period 2020 Same period 2019
Rank 392 503 591
Rank change year-on-year +111 +88 +197
Permanent jobs citing Amazon Redshift 428 639 646
As % of all permanent jobs advertised in the UK 0.69% 0.51% 0.43%
As % of the Database & Business Intelligence category 2.52% 1.87% 1.48%
Number of salaries quoted 395 573 573
Median annual salary £70,000 £72,500 £75,000
Median salary % change year-on-year -3.45% -3.33% +25.00%
10th Percentile £48,750 £47,500 £45,000
90th Percentile £122,500 £118,750 £106,250
UK excluding London median annual salary £65,000 £60,000 £65,000
% change year-on-year +8.33% -7.69% +30.00%

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 with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 17,007 34,122 43,575
As % of all permanent IT jobs advertised in the UK 27.48% 27.06% 28.82%
Number of salaries quoted 14,252 28,275 36,180
Median annual salary £55,000 £52,500 £52,500
Median salary % change year-on-year +4.76% - +9.38%
10th Percentile £33,750 £32,000 £31,250
90th Percentile £87,500 £88,750 £85,000
UK excluding London median annual salary £49,000 £45,000 £45,000
% change year-on-year +8.89% - +5.88%

Amazon Redshift
Job Vacancy Trend

Job postings citing Amazon Redshift as a proportion of all IT jobs advertised.

Job vacancy trend for Amazon Redshift in the UK

Amazon Redshift
Salary Trend

3-month moving average salary quoted in jobs citing Amazon Redshift.

Salary trend for Amazon Redshift in the UK

Amazon Redshift
Salary Histogram

Salary distribution for jobs citing Amazon Redshift over the 6 months to 17 January 2021.

Salary histogram for Amazon Redshift in the UK

Amazon Redshift
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Redshift within the UK over the 6 months to 17 January 2021. 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
England +120 411 £71,500 -4.67% 65
London +49 268 £77,500 -3.13% 44
UK excluding London +216 144 £65,000 +8.33% 21
North of England +108 65 £65,000 +8.33% 9
Work from Home -16 56 £70,000 +18.64% 9
North West +91 44 £70,000 +16.67% 9
East of England +105 25 £70,000 - 5
Midlands +101 25 £58,750 -16.07% 3
West Midlands +84 20 £57,500 -17.86% 2
Yorkshire +50 20 £58,500 +23.16%
South East +165 16 £65,000 +4.00% 3
Scotland +52 7 £67,500 +63.64% 1
South West +44 5 £62,500 +0.32%
East Midlands - 5 £77,000 - 1
Wales +50 1 £47,500 +15.85%
North East - 1 £62,000 -

For the 6 months to 17 January 2021, 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 with a requirement for Amazon Redshift.

1 385 (89.95%) AWS
2 296 (69.16%) SQL
3 256 (59.81%) Python
4 208 (48.60%) Azure
5 198 (46.26%) Data Warehouse
6 162 (37.85%) ETL
7 159 (37.15%) Business Intelligence
8 153 (35.75%) GCP
9 127 (29.67%) Snowflake Schema
9 127 (29.67%) Agile Software Development
10 126 (29.44%) SQL Server
11 121 (28.27%) AWS Lambda
12 120 (28.04%) Serverless
13 119 (27.80%) Java
14 118 (27.57%) DevOps
15 114 (26.64%) Analytics
15 114 (26.64%) PostgreSQL
16 112 (26.17%) Jenkins
17 102 (23.83%) Data Engineering
17 102 (23.83%) Google
18 100 (23.36%) Finance
18 100 (23.36%) Data Modelling
19 98 (22.90%) Big Data
20 95 (22.20%) Visualisation
21 94 (21.96%) Hadoop
22 92 (21.50%) Docker
23 90 (21.03%) Apache
24 87 (20.33%) Apache Spark
25 86 (20.09%) Web Services
26 85 (19.86%) Data Science

Amazon Redshift
Co-occurring IT Skills 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 90 (21.03%) Apache
2 87 (20.33%) Apache Spark
3 24 (5.61%) SAS
4 23 (5.37%) Apache Airflow
5 13 (3.04%) Luigi
6 12 (2.80%) Apache Synapse
7 9 (2.10%) Confluence
8 7 (1.64%) CMS
9 6 (1.40%) Tomcat
10 3 (0.70%) Elasticsearch
10 3 (0.70%) nginx
11 2 (0.47%) Apache Pig
11 2 (0.47%) SharePoint
12 1 (0.23%) Jupyter
12 1 (0.23%) OpenStack
12 1 (0.23%) Oracle Workflow
Applications
1 7 (1.64%) Microsoft Excel
2 2 (0.47%) Microsoft Office
3 1 (0.23%) Weka
Business Applications
1 1 (0.23%) FastStats
1 1 (0.23%) FastStats PeopleStage
1 1 (0.23%) SAP APO
Cloud Services
1 385 (89.95%) AWS
2 208 (48.60%) Azure
3 153 (35.75%) GCP
4 121 (28.27%) AWS Lambda
5 120 (28.04%) Serverless
6 79 (18.46%) Amazon S3
7 76 (17.76%) Amazon ECS
8 61 (14.25%) Apigee
9 58 (13.55%) Power Platform
10 38 (8.88%) Amazon Kinesis
10 38 (8.88%) Azure Data Factory
11 37 (8.64%) AWS CloudFormation
12 31 (7.24%) Amazon EC2
13 22 (5.14%) Amazon EMR
14 20 (4.67%) Amazon SQS
15 16 (3.74%) SaaS
16 15 (3.50%) Amazon SageMaker
17 13 (3.04%) Amazon EKS
17 13 (3.04%) Cloud Computing
18 11 (2.57%) Trello
Communications & Networking
1 3 (0.70%) HTTP
2 1 (0.23%) Firewall
2 1 (0.23%) SSH
Database & Business Intelligence
1 198 (46.26%) Data Warehouse
2 127 (29.67%) Snowflake Schema
3 126 (29.44%) SQL Server
4 114 (26.64%) PostgreSQL
5 98 (22.90%) Big Data
6 94 (21.96%) Hadoop
7 85 (19.86%) Data Lake
8 83 (19.39%) Amazon Athena
9 82 (19.16%) BigQuery
9 82 (19.16%) NoSQL
10 80 (18.69%) MySQL
11 73 (17.06%) Tableau
12 58 (13.55%) Power BI
13 57 (13.32%) Looker
14 56 (13.08%) Amazon RDS
15 54 (12.62%) Azure SQL Database
16 53 (12.38%) SQL Server Integration Services
17 43 (10.05%) Azure SQL Data Warehouse
17 43 (10.05%) Relational Database
18 40 (9.35%) SQL Server Reporting Services
Development Applications
1 112 (26.17%) Jenkins
2 78 (18.22%) Artifactory
3 64 (14.95%) Git (software)
4 55 (12.85%) GitLab
5 30 (7.01%) JIRA
6 29 (6.78%) Maven
7 25 (5.84%) Bitbucket
8 13 (3.04%) TeamCity
9 6 (1.40%) Atlassian Bamboo
9 6 (1.40%) JUnit
9 6 (1.40%) Postman
10 5 (1.17%) Cucumber
10 5 (1.17%) Octopus Deploy
10 5 (1.17%) Vagrant
11 3 (0.70%) Sonatype Nexus
12 2 (0.47%) Cypress.io
12 2 (0.47%) ERwin
12 2 (0.47%) Selenium
12 2 (0.47%) SonarQube
12 2 (0.47%) WebDriver
General
1 100 (23.36%) Finance
2 67 (15.65%) Banking
3 50 (11.68%) Retail
4 31 (7.24%) Public Sector
5 24 (5.61%) Back Office
5 24 (5.61%) Marketing
6 8 (1.87%) Digital Economy
7 5 (1.17%) Advertising
8 4 (0.93%) Manufacturing
8 4 (0.93%) Pharmaceutical
9 2 (0.47%) Front Office
9 2 (0.47%) Games
9 2 (0.47%) Investment Banking
9 2 (0.47%) Publishing
9 2 (0.47%) Telecoms
Job Titles
1 163 (38.08%) Data Engineer
2 84 (19.63%) Architect
3 67 (15.65%) Data Architect
4 64 (14.95%) Developer
5 58 (13.55%) AWS Engineer
6 46 (10.75%) AWS Architect
7 42 (9.81%) Software Engineer
8 39 (9.11%) Java Engineer
9 38 (8.88%) Java Software Engineer
10 34 (7.94%) Solutions Architect
11 33 (7.71%) Java Developer
12 31 (7.24%) Java Architect
12 31 (7.24%) Java Solutions Architect
13 30 (7.01%) SQL Developer
14 29 (6.78%) AWS Solutions Architect
14 29 (6.78%) Cloud Architect
15 28 (6.54%) AWS Developer
16 27 (6.31%) AWS Software Engineer
16 27 (6.31%) Developer/Software Engineer
16 27 (6.31%) Java Software Developer
Libraries, Frameworks & Software Standards
1 86 (20.09%) Web Services
2 61 (14.25%) gRPC
3 60 (14.02%) Kafka
4 55 (12.85%) Swagger
5 54 (12.62%) OAuth
6 30 (7.01%) PySpark
7 15 (3.50%) Node.js
7 15 (3.50%) Spark Streaming
8 13 (3.04%) TensorFlow
9 12 (2.80%) REST
10 11 (2.57%) HTML
11 10 (2.34%) GraphQL
11 10 (2.34%) RESTful
11 10 (2.34%) scikit-learn
12 9 (2.10%) Keras
12 9 (2.10%) LDAP
12 9 (2.10%) Natural Language Processing
13 7 (1.64%) RabbitMQ
13 7 (1.64%) Spring
13 7 (1.64%) WebSockets
Miscellaneous
1 53 (12.38%) Hedge funds
2 37 (8.64%) Greenfield Project
3 25 (5.84%) Analytical Skills
4 20 (4.67%) Data Structures
5 15 (3.50%) Algorithms
6 12 (2.80%) Cloud Native
7 11 (2.57%) Management Information System
7 11 (2.57%) Social Media
8 10 (2.34%) Linux Command Line
9 8 (1.87%) User Experience
10 7 (1.64%) Life Science
10 7 (1.64%) Self-Motivation
11 6 (1.40%) Blog
11 6 (1.40%) Public Cloud
12 5 (1.17%) Acoustics
13 4 (0.93%) Data Centre
13 4 (0.93%) NHS
14 3 (0.70%) Enterprise Software
14 3 (0.70%) Replication
15 2 (0.47%) Fixed Income
Operating Systems
1 23 (5.37%) Linux
2 14 (3.27%) Unix
3 5 (1.17%) Windows
4 2 (0.47%) Windows Server
5 1 (0.23%) Android
5 1 (0.23%) Apple iOS
5 1 (0.23%) CentOS
5 1 (0.23%) Red Hat Enterprise Linux
Processes & Methodologies
1 162 (37.85%) ETL
2 159 (37.15%) Business Intelligence
3 127 (29.67%) Agile Software Development
4 118 (27.57%) DevOps
5 114 (26.64%) Analytics
6 102 (23.83%) Data Engineering
7 100 (23.36%) Data Modelling
8 95 (22.20%) Visualisation
9 85 (19.86%) Data Science
10 76 (17.76%) Microservices
11 65 (15.19%) Asset Management
12 62 (14.49%) Machine Learning
13 59 (13.79%) Data Visualisation
13 59 (13.79%) Software Engineering
14 53 (12.38%) Investment Management
15 47 (10.98%) Mentoring
16 39 (9.11%) Data Transformation
17 36 (8.41%) Technology Roadmap
18 34 (7.94%) Requirements Gathering
19 30 (7.01%) Data Analytics
Programming Languages
1 296 (69.16%) SQL
2 256 (59.81%) Python
3 119 (27.80%) Java
4 26 (6.07%) Scala
5 24 (5.61%) PL/SQL
6 23 (5.37%) R
7 20 (4.67%) C#
8 14 (3.27%) JavaScript
9 12 (2.80%) Bash Shell
10 10 (2.34%) PowerShell
11 8 (1.87%) Ruby
12 7 (1.64%) C++
13 6 (1.40%) C
13 6 (1.40%) Go
14 5 (1.17%) TypeScript
15 2 (0.47%) Kotlin
16 1 (0.23%) Perl
16 1 (0.23%) PHP
16 1 (0.23%) Shell Script
Qualifications
1 34 (7.94%) Degree
2 31 (7.24%) Sun Certification
3 9 (2.10%) Computer Science Degree
3 9 (2.10%) Security Cleared
4 8 (1.87%) PhD
4 8 (1.87%) SC Cleared
5 5 (1.17%) AWS Certification
6 2 (0.47%) PMI Certification
7 1 (0.23%) Master's Degree
Quality Assurance & Compliance
1 24 (5.61%) Data Quality
2 20 (4.67%) QA
3 14 (3.27%) GDPR
4 7 (1.64%) ISO/IEC 27001
5 6 (1.40%) ISO 9001
System Software
1 92 (21.50%) Docker
2 9 (2.10%) Active Directory
3 5 (1.17%) Apache Flume
3 5 (1.17%) HDFS
3 5 (1.17%) VirtualBox
4 3 (0.70%) Varnish
5 2 (0.47%) Firmware
6 1 (0.23%) Lustre
6 1 (0.23%) Virtual Machines
Systems Management
1 84 (19.63%) Kubernetes
2 58 (13.55%) Terraform
3 31 (7.24%) Ansible
4 9 (2.10%) Opscode Chef
4 9 (2.10%) Puppet
5 8 (1.87%) Failover Clustering
6 5 (1.17%) Docker Swarm
6 5 (1.17%) Oozie
7 1 (0.23%) Mesos
Vendors
1 102 (23.83%) Google
2 79 (18.46%) Oracle
3 55 (12.85%) Microsoft
4 53 (12.38%) Talend
5 47 (10.98%) Databricks
6 33 (7.71%) Cloudera
7 23 (5.37%) Informatica
8 14 (3.27%) Cognos
9 11 (2.57%) SAP
10 9 (2.10%) Vertica
11 7 (1.64%) StreamSets
12 6 (1.40%) Alteryx
12 6 (1.40%) Hortonworks
12 6 (1.40%) IBM
12 6 (1.40%) Teradata
13 5 (1.17%) MicroStrategy
13 5 (1.17%) Snowplow
13 5 (1.17%) TIBCO
14 4 (0.93%) Guidewire
14 4 (0.93%) MuleSoft