Period
to 11 April 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 11 April 2021 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
11 Apr 2021
Same period 2020 Same period 2019
Rank 422 513 536
Rank change year-on-year +91 +23 +207
Permanent jobs citing Amazon Redshift 532 553 756
As % of all permanent jobs advertised in the UK 0.64% 0.49% 0.51%
As % of the Database & Business Intelligence category 2.43% 1.81% 1.79%
Number of salaries quoted 454 474 630
10th Percentile £46,625 £48,750 £45,000
25th Percentile £55,000 £60,166 £57,500
Median annual salary (50th Percentile) £70,000 £75,000 £75,000
Median % change year-on-year -6.67% - +25.00%
75th Percentile £85,000 £97,188 £100,000
90th Percentile £95,000 £118,750 £112,500
UK excluding London median annual salary £65,000 £68,750 £62,500
% change year-on-year -5.45% +10.00% +25.00%

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 21,862 30,584 42,327
As % of all permanent IT jobs advertised in the UK 26.40% 26.93% 28.44%
Number of salaries quoted 17,672 25,220 35,065
10th Percentile £33,750 £32,500 £31,250
25th Percentile £41,250 £40,000 £37,500
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - +5.00%
75th Percentile £73,750 £72,500 £70,000
90th Percentile £88,750 £87,500 £85,000
UK excluding London median annual salary £48,500 £45,000 £45,000
% change year-on-year +7.78% - +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 11 April 2021.

Salary histogram for Amazon Redshift in the UK

Amazon Redshift
Top 15 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 11 April 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 +94 507 £70,000 -6.67% 72
London +63 336 £75,000 -6.25% 44
UK excluding London +142 167 £65,000 -5.45% 30
Work from Home -42 94 £70,000 - 6
North of England +97 82 £65,000 +18.18% 12
North West +80 59 £67,500 +17.39% 12
South East +82 25 £60,000 -20.00% 6
East of England +55 22 £70,000 +7.69% 5
Yorkshire +36 22 £55,000 +7.32%
Midlands +39 19 £60,000 -14.29% 4
West Midlands +40 17 £58,750 -16.07% 3
South West -21 10 £57,500 -16.36% 1
Scotland +16 9 £58,250 -38.68% 1
East Midlands +18 2 £74,000 +40.95% 1
North East +12 1 £62,000 +47.62%

For the 6 months to 11 April 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.

1 457 (85.90%) AWS
2 346 (65.04%) SQL
3 308 (57.89%) Python
4 240 (45.11%) ETL
5 234 (43.98%) Data Warehouse
6 208 (39.10%) Azure
7 201 (37.78%) GCP
8 200 (37.59%) Analytics
9 195 (36.65%) Business Intelligence
10 177 (33.27%) Data Engineering
11 163 (30.64%) Big Data
12 158 (29.70%) Agile Software Development
13 148 (27.82%) Apache Spark
14 141 (26.50%) Hadoop
15 136 (25.56%) Google
16 134 (25.19%) Amazon Athena
17 133 (25.00%) Data Science
18 132 (24.81%) SQL Server
19 122 (22.93%) Snowflake Schema
20 121 (22.74%) Docker
21 119 (22.37%) PostgreSQL
22 118 (22.18%) Software Engineering
22 118 (22.18%) Jenkins
23 117 (21.99%) Java
24 115 (21.62%) BigQuery
24 115 (21.62%) Kubernetes
25 112 (21.05%) NoSQL
26 109 (20.49%) Tableau
26 109 (20.49%) Serverless
27 105 (19.74%) Data Modelling

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
1 148 (27.82%) Apache Spark
2 74 (13.91%) Apache
3 45 (8.46%) Apache Airflow
4 26 (4.89%) Luigi
5 19 (3.57%) Confluence
6 18 (3.38%) SAS
7 10 (1.88%) Apache Synapse
8 6 (1.13%) CMS
9 3 (0.56%) Elasticsearch
9 3 (0.56%) SharePoint
10 2 (0.38%) Tomcat
11 1 (0.19%) ArcGIS
11 1 (0.19%) Oracle Workflow
Applications
1 7 (1.32%) Microsoft Excel
2 6 (1.13%) Microsoft Office
3 1 (0.19%) Weka
Business Applications
1 2 (0.38%) Sentinel
2 1 (0.19%) FastStats
2 1 (0.19%) FastStats PeopleStage
2 1 (0.19%) SAP APO
Cloud Services
1 457 (85.90%) AWS
2 208 (39.10%) Azure
3 201 (37.78%) GCP
4 109 (20.49%) Serverless
5 95 (17.86%) AWS Lambda
6 91 (17.11%) Amazon S3
7 85 (15.98%) Power Platform
8 79 (14.85%) Amazon EMR
9 57 (10.71%) Amazon EC2
10 51 (9.59%) Amazon ECS
11 47 (8.83%) Amazon Kinesis
12 42 (7.89%) IBM Cloud
13 41 (7.71%) AWS CloudFormation
14 39 (7.33%) Azure Data Factory
15 32 (6.02%) Apigee
16 26 (4.89%) Matillion
17 24 (4.51%) SaaS
18 22 (4.14%) Amazon SQS
19 17 (3.20%) Amazon EKS
20 16 (3.01%) Google App Engine
Communications & Networking
1 9 (1.69%) FTP
2 2 (0.38%) HTTP
3 1 (0.19%) Firewall
3 1 (0.19%) SSH
Database & Business Intelligence
1 234 (43.98%) Data Warehouse
2 163 (30.64%) Big Data
3 141 (26.50%) Hadoop
4 134 (25.19%) Amazon Athena
5 132 (24.81%) SQL Server
6 122 (22.93%) Snowflake Schema
7 119 (22.37%) PostgreSQL
8 115 (21.62%) BigQuery
9 112 (21.05%) NoSQL
10 109 (20.49%) Tableau
11 90 (16.92%) Data Lake
11 90 (16.92%) MySQL
12 85 (15.98%) Power BI
13 71 (13.35%) Looker
14 68 (12.78%) Amazon RDS
15 64 (12.03%) SQL Server Integration Services
16 61 (11.47%) Relational Database
17 50 (9.40%) Neo4j
18 49 (9.21%) Azure SQL Database
19 44 (8.27%) Electronic Patient Records
Development Applications
1 118 (22.18%) Jenkins
2 51 (9.59%) Git (software)
3 47 (8.83%) Atlassian Bamboo
4 43 (8.08%) Vagrant
5 42 (7.89%) Artifactory
6 35 (6.58%) JIRA
7 30 (5.64%) GitLab
8 18 (3.38%) Maven
9 16 (3.01%) Bitbucket
10 14 (2.63%) TeamCity
11 9 (1.69%) Cucumber
12 8 (1.50%) Grunt
12 8 (1.50%) gulp
12 8 (1.50%) Postman
12 8 (1.50%) Spinnaker
12 8 (1.50%) webpack
13 6 (1.13%) Octopus Deploy
13 6 (1.13%) SonarQube
14 4 (0.75%) Jasmine
14 4 (0.75%) SoapUI
General
1 62 (11.65%) Finance
2 47 (8.83%) Retail
3 35 (6.58%) Banking
4 31 (5.83%) Public Sector
5 29 (5.45%) Marketing
6 12 (2.26%) Advertising
7 10 (1.88%) Digital Economy
8 8 (1.50%) Manufacturing
9 7 (1.32%) Brand Awareness
10 4 (0.75%) Financial Institution
10 4 (0.75%) Games
10 4 (0.75%) Investment Banking
10 4 (0.75%) Telecoms
11 3 (0.56%) Automotive
12 2 (0.38%) Czech Language
12 2 (0.38%) Law
12 2 (0.38%) Publishing
13 1 (0.19%) Pharmaceutical
Job Titles
1 210 (39.47%) Data Engineer
2 82 (15.41%) AWS Engineer
3 77 (14.47%) Architect
4 74 (13.91%) Developer
5 65 (12.22%) Data Architect
6 57 (10.71%) Software Engineer
7 46 (8.65%) Java Engineer
8 45 (8.46%) Java Software Engineer
9 36 (6.77%) AWS Architect
10 33 (6.20%) Analyst
11 30 (5.64%) Python Engineer
12 29 (5.45%) Java Developer
13 28 (5.26%) Big Data Engineer
14 27 (5.08%) SQL Developer
15 25 (4.70%) AWS Developer
15 25 (4.70%) AWS Software Engineer
16 24 (4.51%) Consultant
16 24 (4.51%) Developer/Software Engineer
16 24 (4.51%) Java Software Developer
16 24 (4.51%) Platform Engineer
Libraries, Frameworks & Software Standards
1 76 (14.29%) Kafka
2 59 (11.09%) Web Services
3 53 (9.96%) Spark Streaming
4 37 (6.95%) Node.js
5 32 (6.02%) gRPC
6 27 (5.08%) Swagger
7 26 (4.89%) OAuth
8 24 (4.51%) REST
9 22 (4.14%) React
10 20 (3.76%) PySpark
11 19 (3.57%) RESTful
12 17 (3.20%) HTML
13 16 (3.01%) CSS
14 14 (2.63%) Pandas
15 10 (1.88%) NumPy
16 9 (1.69%) .NET
16 9 (1.69%) CSS3
16 9 (1.69%) HTML5
16 9 (1.69%) JSON
16 9 (1.69%) Twitter Bootstrap
Miscellaneous
1 49 (9.21%) Analytical Skills
2 36 (6.77%) Greenfield Project
3 29 (5.45%) Hedge funds
4 26 (4.89%) Data Structures
5 18 (3.38%) User Experience
6 11 (2.07%) Algorithms
7 10 (1.88%) Cloud Native
8 9 (1.69%) Life Science
9 8 (1.50%) Blog
9 8 (1.50%) Linux Command Line
9 8 (1.50%) NHS
10 7 (1.32%) Data Centre
11 6 (1.13%) Acoustics
12 5 (0.94%) Management Information System
12 5 (0.94%) Social Media
13 4 (0.75%) Self-Motivation
14 3 (0.56%) Clustering
14 3 (0.56%) Robotics
14 3 (0.56%) Video Conferencing
15 2 (0.38%) Public Cloud
Operating Systems
1 24 (4.51%) Linux
2 14 (2.63%) Unix
3 3 (0.56%) Windows
4 2 (0.38%) Android
5 1 (0.19%) Apple iOS
5 1 (0.19%) CentOS
5 1 (0.19%) Debian
5 1 (0.19%) Red Hat Enterprise Linux
Processes & Methodologies
1 240 (45.11%) ETL
2 200 (37.59%) Analytics
3 195 (36.65%) Business Intelligence
4 177 (33.27%) Data Engineering
5 158 (29.70%) Agile Software Development
6 133 (25.00%) Data Science
7 118 (22.18%) Software Engineering
8 105 (19.74%) Data Modelling
9 100 (18.80%) DevOps
9 100 (18.80%) Visualisation
10 73 (13.72%) Continuous Integration
11 68 (12.78%) Machine Learning
12 67 (12.59%) Data Visualisation
13 65 (12.22%) Artificial Intelligence
14 64 (12.03%) Data Munging
14 64 (12.03%) Unit Testing
15 60 (11.28%) Data Analytics
16 52 (9.77%) Configuration Management
17 50 (9.40%) Computer Science
17 50 (9.40%) Open Source
Programming Languages
1 346 (65.04%) SQL
2 308 (57.89%) Python
3 117 (21.99%) Java
4 35 (6.58%) Scala
5 31 (5.83%) JavaScript
6 30 (5.64%) C#
7 26 (4.89%) R
8 16 (3.01%) PL/SQL
9 14 (2.63%) Bash Shell
10 11 (2.07%) Go
10 11 (2.07%) Ruby
11 10 (1.88%) PowerShell
11 10 (1.88%) TypeScript
12 8 (1.50%) C
13 6 (1.13%) C++
14 5 (0.94%) Clojure
15 4 (0.75%) T-SQL
16 3 (0.56%) ES6
17 1 (0.19%) PHP
Qualifications
1 59 (11.09%) Degree
2 28 (5.26%) Computer Science Degree
3 15 (2.82%) SC Cleared
3 15 (2.82%) Security Cleared
4 6 (1.13%) Sun Certification
5 5 (0.94%) AWS Certification
6 4 (0.75%) Numerate Degree
7 2 (0.38%) PMI Certification
8 1 (0.19%) DV Cleared
8 1 (0.19%) PhD
8 1 (0.19%) TOGAF Certification
Quality Assurance & Compliance
1 24 (4.51%) QA
2 16 (3.01%) Data Quality
3 11 (2.07%) ISO/IEC 27001
4 9 (1.69%) GDPR
5 8 (1.50%) ISO 9001
6 1 (0.19%) Actionable Recommendations
System Software
1 121 (22.74%) Docker
2 42 (7.89%) VirtualBox
3 8 (1.50%) Active Directory
4 4 (0.75%) HDFS
5 2 (0.38%) Firmware
6 1 (0.19%) Lustre
Systems Management
1 115 (21.62%) Kubernetes
2 98 (18.42%) Terraform
3 69 (12.97%) Ansible
4 42 (7.89%) Docker Swarm
5 9 (1.69%) Opscode Chef
5 9 (1.69%) Puppet
6 8 (1.50%) Failover Clustering
7 4 (0.75%) Istio
8 3 (0.56%) Oozie
9 1 (0.19%) Kibana
Vendors
1 136 (25.56%) Google
2 92 (17.29%) Talend
3 77 (14.47%) Oracle
4 67 (12.59%) Cloudera
5 61 (11.47%) Informatica
5 61 (11.47%) Microsoft
6 50 (9.40%) Hortonworks
7 43 (8.08%) IBM
8 37 (6.95%) Databricks
9 20 (3.76%) Cognos
10 19 (3.57%) SAP
11 10 (1.88%) Teradata
12 9 (1.69%) Salesforce.com
13 8 (1.50%) Snowplow
14 7 (1.32%) Vertica
15 6 (1.13%) Alteryx
15 6 (1.13%) MicroStrategy
15 6 (1.13%) Sage
15 6 (1.13%) TIBCO
16 4 (0.75%) Adobe