Period
to 4 March 2021

The following table provides summary statistics for permanent job vacancies advertised in England 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 4 March 2021 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK > England
6 months to
4 Mar 2021
Same period 2020 Same period 2019
Rank 373 471 536
Rank change year-on-year +98 +65 +217
Permanent jobs citing Amazon Redshift 493 644 676
As % of all permanent jobs advertised in England 0.72% 0.57% 0.48%
As % of the Database & Business Intelligence category 2.68% 2.10% 1.68%
Number of salaries quoted 471 570 624
Median annual salary £70,000 £75,000 £75,000
Median salary % change year-on-year -6.67% - +27.66%
10th Percentile £47,750 £48,725 £45,000
90th Percentile £105,000 £118,750 £110,000
UK median annual salary £70,000 £75,000 £75,000
% change year-on-year -6.67% - +30.43%

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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 18,362 30,655 40,135
As % of all permanent IT jobs advertised in England 26.95% 26.98% 28.72%
Number of salaries quoted 15,308 25,530 33,681
Median annual salary £55,000 £52,500 £52,500
Median salary % change year-on-year +4.76% - +5.00%
10th Percentile £33,750 £32,500 £31,250
90th Percentile £88,750 £90,000 £86,250
UK median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +5.00%

Amazon Redshift
Job Vacancy Trend in England

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

Job vacancy trend for Amazon Redshift in England

Amazon Redshift
Salary Trend in England

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

Salary trend for Amazon Redshift in England

Amazon Redshift
Salary Histogram in England

Salary distribution for jobs citing Amazon Redshift in England over the 6 months to 4 March 2021.

Salary histogram for Amazon Redshift in England

Amazon Redshift
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Redshift within the England region over the 6 months to 4 March 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
London +45 323 £75,000 -6.25% 34
North of England +95 75 £70,000 +27.27% 13
North West +82 49 £70,000 +27.27% 10
South East +127 27 £65,000 -13.33% 1
Midlands +70 26 £58,750 -16.07% 2
Yorkshire +58 25 £55,000 +7.32% 3
East of England +75 24 £70,000 +7.69% 3
West Midlands +67 20 £57,500 -17.86% 1
South West +1 8 £57,500 -7.71% 2
East Midlands +49 6 £77,000 +40.00% 1
North East +15 1 £62,000 +47.62%
Amazon Redshift
UK

For the 6 months to 4 March 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 across the England region with a requirement for Amazon Redshift.

1 424 (86.00%) AWS
2 326 (66.13%) SQL
3 271 (54.97%) Python
4 231 (46.86%) Data Warehouse
5 214 (43.41%) ETL
6 201 (40.77%) Azure
7 192 (38.95%) Business Intelligence
8 170 (34.48%) GCP
9 153 (31.03%) Analytics
10 144 (29.21%) Data Engineering
11 137 (27.79%) Snowflake Schema
12 136 (27.59%) SQL Server
13 128 (25.96%) Agile Software Development
14 123 (24.95%) Big Data
15 116 (23.53%) PostgreSQL
16 114 (23.12%) Serverless
17 112 (22.72%) Jenkins
17 112 (22.72%) Hadoop
18 111 (22.52%) Java
19 110 (22.31%) Google
19 110 (22.31%) DevOps
20 109 (22.11%) AWS Lambda
20 109 (22.11%) Tableau
21 107 (21.70%) Data Modelling
21 107 (21.70%) Data Science
22 105 (21.30%) Visualisation
23 103 (20.89%) Apache Spark
23 103 (20.89%) Amazon Athena
24 98 (19.88%) NoSQL
25 97 (19.68%) BigQuery

Amazon Redshift
Co-occurring IT Skills in England 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
1 103 (20.89%) Apache Spark
2 83 (16.84%) Apache
3 36 (7.30%) Apache Airflow
4 23 (4.67%) SAS
5 22 (4.46%) Luigi
6 16 (3.25%) Confluence
7 11 (2.23%) Apache Synapse
8 7 (1.42%) CMS
9 5 (1.01%) Tomcat
10 3 (0.61%) Elasticsearch
10 3 (0.61%) nginx
10 3 (0.61%) SharePoint
11 1 (0.20%) ArcGIS
11 1 (0.20%) Jupyter
11 1 (0.20%) Oracle Workflow
Applications
1 7 (1.42%) Microsoft Excel
2 6 (1.22%) Microsoft Office
3 1 (0.20%) Weka
Business Applications
1 2 (0.41%) Sentinel
2 1 (0.20%) FastStats
2 1 (0.20%) FastStats PeopleStage
2 1 (0.20%) SAP APO
Cloud Services
1 424 (86.00%) AWS
2 201 (40.77%) Azure
3 170 (34.48%) GCP
4 114 (23.12%) Serverless
5 109 (22.11%) AWS Lambda
6 88 (17.85%) Amazon S3
7 87 (17.65%) Power Platform
8 69 (14.00%) Amazon ECS
9 52 (10.55%) Amazon EC2
10 48 (9.74%) Apigee
11 42 (8.52%) AWS CloudFormation
12 41 (8.32%) Amazon Kinesis
13 38 (7.71%) Azure Data Factory
14 37 (7.51%) Amazon EMR
15 19 (3.85%) Amazon EKS
15 19 (3.85%) SaaS
16 17 (3.45%) IBM Cloud
17 16 (3.25%) Amazon SQS
17 16 (3.25%) Cloud Computing
18 15 (3.04%) Amazon SageMaker
Communications & Networking
1 2 (0.41%) FTP
1 2 (0.41%) HTTP
2 1 (0.20%) Firewall
2 1 (0.20%) SSH
Database & Business Intelligence
1 231 (46.86%) Data Warehouse
2 137 (27.79%) Snowflake Schema
3 136 (27.59%) SQL Server
4 123 (24.95%) Big Data
5 116 (23.53%) PostgreSQL
6 112 (22.72%) Hadoop
7 109 (22.11%) Tableau
8 103 (20.89%) Amazon Athena
9 98 (19.88%) NoSQL
10 97 (19.68%) BigQuery
11 94 (19.07%) Data Lake
12 87 (17.65%) MySQL
12 87 (17.65%) Power BI
13 74 (15.01%) Looker
14 66 (13.39%) Amazon RDS
15 60 (12.17%) SQL Server Integration Services
16 56 (11.36%) Relational Database
17 49 (9.94%) Azure SQL Database
18 42 (8.52%) Azure SQL Data Warehouse
19 38 (7.71%) SQL Server Reporting Services
Development Applications
1 112 (22.72%) Jenkins
2 63 (12.78%) Artifactory
3 55 (11.16%) Git (software)
4 41 (8.32%) GitLab
5 36 (7.30%) JIRA
6 26 (5.27%) Maven
7 22 (4.46%) Bitbucket
8 20 (4.06%) Atlassian Bamboo
9 18 (3.65%) Vagrant
10 14 (2.84%) TeamCity
11 8 (1.62%) Postman
12 7 (1.42%) Cucumber
13 6 (1.22%) Octopus Deploy
13 6 (1.22%) SonarQube
14 5 (1.01%) JUnit
15 4 (0.81%) Sonatype Nexus
15 4 (0.81%) Visual Website Optimizer
16 2 (0.41%) CircleCI
16 2 (0.41%) Visual Studio
16 2 (0.41%) webpack
General
1 78 (15.82%) Finance
2 51 (10.34%) Banking
3 47 (9.53%) Retail
4 33 (6.69%) Public Sector
5 28 (5.68%) Marketing
6 13 (2.64%) Digital Economy
7 12 (2.43%) Back Office
8 6 (1.22%) Manufacturing
9 5 (1.01%) Advertising
10 4 (0.81%) Brand Awareness
10 4 (0.81%) Financial Institution
10 4 (0.81%) Investment Banking
11 2 (0.41%) Czech Language
11 2 (0.41%) Law
11 2 (0.41%) Telecoms
12 1 (0.20%) Automotive
12 1 (0.20%) Games
12 1 (0.20%) Pharmaceutical
Job Titles
1 200 (40.57%) Data Engineer
2 73 (14.81%) AWS Engineer
3 67 (13.59%) Architect
4 63 (12.78%) Developer
5 51 (10.34%) Data Architect
6 50 (10.14%) Software Engineer
7 44 (8.92%) Java Engineer
8 43 (8.72%) Java Software Engineer
9 34 (6.90%) Analyst
10 33 (6.69%) Java Developer
11 31 (6.29%) AWS Architect
12 29 (5.88%) Consultant
12 29 (5.88%) SQL Developer
13 28 (5.68%) AWS Developer
13 28 (5.68%) AWS Software Engineer
14 27 (5.48%) Developer/Software Engineer
14 27 (5.48%) Java Software Developer
15 25 (5.07%) Python Engineer
16 24 (4.87%) Data Analyst
17 22 (4.46%) Solutions Architect
Libraries, Frameworks & Software Standards
1 68 (13.79%) Web Services
2 66 (13.39%) Kafka
3 48 (9.74%) gRPC
4 42 (8.52%) Swagger
5 41 (8.32%) OAuth
6 27 (5.48%) PySpark
7 26 (5.27%) Spark Streaming
8 18 (3.65%) REST
9 17 (3.45%) Node.js
10 12 (2.43%) RESTful
11 11 (2.23%) HTML
11 11 (2.23%) TensorFlow
12 10 (2.03%) GraphQL
12 10 (2.03%) React
13 8 (1.62%) JSON
13 8 (1.62%) Lambda Expressions
13 8 (1.62%) Pandas
14 7 (1.42%) Natural Language Processing
14 7 (1.42%) NumPy
14 7 (1.42%) WebSockets
Miscellaneous
1 44 (8.92%) Hedge funds
2 41 (8.32%) Greenfield Project
3 36 (7.30%) Analytical Skills
4 19 (3.85%) Data Structures
5 14 (2.84%) User Experience
6 13 (2.64%) Cloud Native
7 10 (2.03%) Linux Command Line
8 9 (1.83%) Algorithms
9 8 (1.62%) Life Science
9 8 (1.62%) Social Media
10 7 (1.42%) Acoustics
10 7 (1.42%) Self-Motivation
11 6 (1.22%) Blog
11 6 (1.22%) Public Cloud
12 5 (1.01%) Data Centre
12 5 (1.01%) Management Information System
13 4 (0.81%) NHS
14 3 (0.61%) Clustering
14 3 (0.61%) CMDB
14 3 (0.61%) Replication
Operating Systems
1 19 (3.85%) Linux
2 14 (2.84%) Unix
3 3 (0.61%) Windows
4 2 (0.41%) Android
5 1 (0.20%) Apple iOS
5 1 (0.20%) CentOS
5 1 (0.20%) Debian
5 1 (0.20%) Red Hat Enterprise Linux
Processes & Methodologies
1 214 (43.41%) ETL
2 192 (38.95%) Business Intelligence
3 153 (31.03%) Analytics
4 144 (29.21%) Data Engineering
5 128 (25.96%) Agile Software Development
6 110 (22.31%) DevOps
7 107 (21.70%) Data Modelling
7 107 (21.70%) Data Science
8 105 (21.30%) Visualisation
9 81 (16.43%) Software Engineering
10 68 (13.79%) Data Visualisation
11 61 (12.37%) Machine Learning
12 60 (12.17%) Microservices
13 45 (9.13%) Computer Science
14 44 (8.92%) Data Analytics
15 42 (8.52%) Fintech
16 41 (8.32%) Continuous Integration
17 40 (8.11%) Asset Management
18 39 (7.91%) Investment Management
19 38 (7.71%) Data Transformation
Programming Languages
1 326 (66.13%) SQL
2 271 (54.97%) Python
3 111 (22.52%) Java
4 25 (5.07%) C#
4 25 (5.07%) R
5 22 (4.46%) PL/SQL
6 21 (4.26%) Scala
7 13 (2.64%) Bash Shell
8 12 (2.43%) JavaScript
9 10 (2.03%) PowerShell
10 9 (1.83%) Ruby
11 7 (1.42%) C
11 7 (1.42%) TypeScript
12 5 (1.01%) C++
12 5 (1.01%) Go
13 4 (0.81%) T-SQL
14 2 (0.41%) Clojure
15 1 (0.20%) ES6
Qualifications
1 57 (11.56%) Degree
2 25 (5.07%) Computer Science Degree
3 19 (3.85%) Sun Certification
4 13 (2.64%) SC Cleared
4 13 (2.64%) Security Cleared
5 5 (1.01%) AWS Certification
6 4 (0.81%) Numerate Degree
7 2 (0.41%) PhD
7 2 (0.41%) PMI Certification
8 1 (0.20%) DV Cleared
8 1 (0.20%) TOGAF Certification
Quality Assurance & Compliance
1 22 (4.46%) QA
2 18 (3.65%) Data Quality
3 14 (2.84%) GDPR
4 10 (2.03%) ISO/IEC 27001
5 8 (1.62%) ISO 9001
System Software
1 93 (18.86%) Docker
2 17 (3.45%) VirtualBox
3 8 (1.62%) Active Directory
4 4 (0.81%) HDFS
5 3 (0.61%) Varnish
6 2 (0.41%) Apache Flume
6 2 (0.41%) Firmware
7 1 (0.20%) Lustre
Systems Management
1 89 (18.05%) Kubernetes
2 70 (14.20%) Terraform
3 43 (8.72%) Ansible
4 17 (3.45%) Docker Swarm
5 10 (2.03%) Opscode Chef
5 10 (2.03%) Puppet
6 8 (1.62%) Failover Clustering
7 2 (0.41%) Oozie
8 1 (0.20%) Kibana
Vendors
1 110 (22.31%) Google
2 87 (17.65%) Oracle
3 66 (13.39%) Talend
4 61 (12.37%) Microsoft
5 44 (8.92%) Databricks
6 41 (8.32%) Cloudera
7 39 (7.91%) Informatica
8 20 (4.06%) Cognos
9 18 (3.65%) Hortonworks
9 18 (3.65%) IBM
10 17 (3.45%) SAP
11 9 (1.83%) Salesforce.com
12 8 (1.62%) Snowplow
13 7 (1.42%) Alteryx
13 7 (1.42%) StreamSets
14 6 (1.22%) MicroStrategy
14 6 (1.22%) TIBCO
14 6 (1.22%) Vertica
15 5 (1.01%) Sage
15 5 (1.01%) Teradata