Period
to 18 September 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 18 September 2021 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
18 Sep 2021
Same period 2020 Same period 2019
Rank 476 385 608
Rank change year-on-year -91 +223 +78
Permanent jobs citing Amazon Redshift 752 364 591
As % of all permanent jobs advertised in the UK 0.62% 0.72% 0.42%
As % of the Database & Business Intelligence category 2.20% 2.51% 1.52%
Number of salaries quoted 526 280 480
10th Percentile £46,250 £47,375 £45,000
25th Percentile £55,000 £59,688 £51,250
Median annual salary (50th Percentile) £72,500 £77,500 £70,000
Median % change year-on-year -6.45% +10.71% +7.69%
75th Percentile £87,500 £122,500 £87,500
90th Percentile £95,000 £143,750 £102,500
UK excluding London median annual salary £65,000 £62,500 £55,000
% change year-on-year +4.00% +13.64% -

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 34,124 14,492 38,890
As % of all permanent IT jobs advertised in the UK 28.21% 28.65% 27.45%
Number of salaries quoted 21,967 12,139 32,040
10th Percentile £35,000 £33,750 £31,250
25th Percentile £42,500 £41,750 £38,250
Median annual salary (50th Percentile) £57,500 £55,000 £52,500
Median % change year-on-year +4.55% +4.76% +5.00%
75th Percentile £76,375 £72,500 £70,000
90th Percentile £95,000 £90,000 £85,000
UK excluding London median annual salary £49,350 £47,500 £45,000
% change year-on-year +3.89% +5.56% -

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 18 September 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 18 September 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 -81 676 £75,000 -9.09% 84
London -80 503 £77,500 -24.39% 54
UK excluding London -150 186 £65,000 +4.00% 41
Work from Home -139 150 £80,000 +33.33% 8
East of England -78 49 £80,000 +28.00% 4
North of England -89 49 £60,000 +6.67% 10
Scotland -65 28 £58,250 -13.70% 10
North West -69 26 £65,000 +18.18% 6
West Midlands -75 23 £75,000 +7.14% 8
Midlands -110 23 £75,000 - 9
South East -146 22 £72,500 -3.33% 4
Yorkshire -83 18 £45,000 -30.77% 2
South West -93 12 £66,250 +26.19% 1
North East - 5 £72,500 - 2
Wales -48 2 £45,000 -10.00% 2
Northern Ireland - 2 £57,500 - 1

For the 6 months to 18 September 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.

1 654 (86.97%) AWS
2 517 (68.75%) Python
3 417 (55.45%) SQL
4 382 (50.80%) Analytics
5 304 (40.43%) ETL
6 282 (37.50%) Big Data
7 272 (36.17%) Data Warehouse
8 271 (36.04%) Apache Spark
9 253 (33.64%) GCP
10 251 (33.38%) Agile Software Development
11 239 (31.78%) PostgreSQL
12 236 (31.38%) Business Intelligence
13 226 (30.05%) Data Pipeline
14 220 (29.26%) Software Engineering
15 218 (28.99%) Azure
16 216 (28.72%) Kubernetes
17 203 (26.99%) Data Science
18 202 (26.86%) Data Engineering
19 200 (26.60%) Docker
20 180 (23.94%) NoSQL
21 179 (23.80%) Data Modelling
22 178 (23.67%) Hadoop
23 175 (23.27%) Java
24 171 (22.74%) Snowflake
25 168 (22.34%) Amazon S3
26 157 (20.88%) BigQuery
27 156 (20.74%) Social Skills
28 155 (20.61%) Google
29 154 (20.48%) Kafka
30 150 (19.95%) Tableau

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
1 271 (36.04%) Apache Spark
2 112 (14.89%) Apache Airflow
3 73 (9.71%) Apache
4 18 (2.39%) Luigi
5 15 (1.99%) Confluence
6 10 (1.33%) Apache Solr
6 10 (1.33%) SAS
7 8 (1.06%) Elasticsearch
8 6 (0.80%) Apache Pig
9 5 (0.66%) Oracle Workflow
9 5 (0.66%) Tomcat
10 2 (0.27%) SharePoint
11 1 (0.13%) nginx
Applications
1 5 (0.66%) Microsoft Excel
2 1 (0.13%) Microsoft Office
Business Applications
1 7 (0.93%) Unica
2 4 (0.53%) Oracle EBS
3 3 (0.40%) FastStats
4 2 (0.27%) FastStats PeopleStage
4 2 (0.27%) Sentinel
5 1 (0.13%) Oracle EBS R12
Cloud Services
1 654 (86.97%) AWS
2 253 (33.64%) GCP
3 218 (28.99%) Azure
4 171 (22.74%) Snowflake
5 168 (22.34%) Amazon S3
6 148 (19.68%) Amazon EMR
7 145 (19.28%) Serverless
8 124 (16.49%) AWS Lambda
9 91 (12.10%) Power Platform
10 76 (10.11%) Amazon Kinesis
11 72 (9.57%) Amazon EC2
12 58 (7.71%) Amazon EKS
13 54 (7.18%) AWS CloudFormation
13 54 (7.18%) Slack
14 49 (6.52%) IBM Cloud
15 47 (6.25%) SaaS
16 36 (4.79%) Amazon SQS
17 33 (4.39%) dbt
18 30 (3.99%) Google Compute Engine
19 27 (3.59%) Google App Engine
Communications & Networking
1 10 (1.33%) FTP
2 3 (0.40%) Cisco IPT
2 3 (0.40%) Internet
3 1 (0.13%) Network Security
3 1 (0.13%) VPN
Database & Business Intelligence
1 282 (37.50%) Big Data
2 272 (36.17%) Data Warehouse
3 239 (31.78%) PostgreSQL
4 180 (23.94%) NoSQL
5 178 (23.67%) Hadoop
6 157 (20.88%) BigQuery
7 150 (19.95%) Tableau
8 136 (18.09%) Amazon DynamoDB
9 130 (17.29%) Amazon RDS
10 127 (16.89%) Amazon Athena
11 114 (15.16%) Relational Database
12 104 (13.83%) MySQL
13 93 (12.37%) Data Lake
14 91 (12.10%) Power BI
15 77 (10.24%) Electronic Patient Records
16 74 (9.84%) Apache Hive
17 71 (9.44%) Looker
18 70 (9.31%) Amazon Aurora
19 64 (8.51%) SQL Server
20 59 (7.85%) Neo4j
Development Applications
1 90 (11.97%) Jenkins
2 83 (11.04%) GitLab
3 78 (10.37%) Git (software)
4 59 (7.85%) Atlassian Bamboo
5 49 (6.52%) Vagrant
6 47 (6.25%) JIRA
7 35 (4.65%) PyCharm
8 15 (1.99%) Cypress.io
9 12 (1.60%) ERwin
10 10 (1.33%) Spinnaker
10 10 (1.33%) Visual Studio
11 9 (1.20%) Bitbucket
11 9 (1.20%) ER Studio
11 9 (1.20%) PowerDesigner
12 6 (0.80%) Grunt
12 6 (0.80%) gulp
12 6 (0.80%) Subversion
12 6 (0.80%) webpack
13 5 (0.66%) Toad
13 5 (0.66%) TortoiseSVN
General
1 156 (20.74%) Social Skills
2 131 (17.42%) Finance
3 121 (16.09%) Analytical Skills
4 59 (7.85%) Marketing
5 47 (6.25%) Retail
6 28 (3.72%) Advertising
7 23 (3.06%) Games
8 20 (2.66%) Manufacturing
8 20 (2.66%) Public Sector
9 15 (1.99%) Brand Awareness
10 13 (1.73%) Banking
11 12 (1.60%) Influencing Skills
11 12 (1.60%) Telecoms
12 11 (1.46%) Automotive
13 8 (1.06%) Investment Banking
14 7 (0.93%) Law
15 6 (0.80%) Presentation Skills
15 6 (0.80%) Publishing
16 5 (0.66%) Czech Language
16 5 (0.66%) Pharmaceutical
Job Titles
1 268 (35.64%) Data Engineer
2 101 (13.43%) Architect
3 93 (12.37%) AWS Engineer
4 90 (11.97%) Data Architect
4 90 (11.97%) Developer
5 69 (9.18%) Python Engineer
6 60 (7.98%) Analyst
7 48 (6.38%) Senior Data Engineer
8 43 (5.72%) Software Engineer
9 32 (4.26%) Big Data Engineer
10 30 (3.99%) Senior Developer
11 29 (3.86%) Platform Architect
11 29 (3.86%) Python Developer
12 27 (3.59%) Data Analyst
13 26 (3.46%) Java Engineer
14 25 (3.32%) AWS Architect
14 25 (3.32%) Senior Python Developer
15 24 (3.19%) DevOps Engineer
16 22 (2.93%) Cloud Engineer
17 21 (2.79%) Platform Engineer
Libraries, Frameworks & Software Standards
1 154 (20.48%) Kafka
2 121 (16.09%) React
3 82 (10.90%) Web Services
4 71 (9.44%) AngularJS
5 67 (8.91%) Spark Streaming
6 65 (8.64%) Jest
7 64 (8.51%) Node.js
8 57 (7.58%) Redux
9 56 (7.45%) Django
10 53 (7.05%) Vue.js
11 51 (6.78%) REST
12 31 (4.12%) pytest
13 30 (3.99%) PySpark
14 25 (3.32%) Pandas
15 23 (3.06%) React Native
16 22 (2.93%) NumPy
17 19 (2.53%) .NET
17 19 (2.53%) JSON
18 17 (2.26%) RESTful
19 16 (2.13%) HTML
Miscellaneous
1 36 (4.79%) Data Structures
2 29 (3.86%) User Experience
3 28 (3.72%) Public Cloud
4 25 (3.32%) NHS
5 18 (2.39%) Management Information System
5 18 (2.39%) Self-Motivation
6 15 (1.99%) Cloud Native
7 14 (1.86%) Algorithms
8 13 (1.73%) Social Media
9 12 (1.60%) Greenfield Project
10 10 (1.33%) Driving Licence
10 10 (1.33%) Enterprise Software
10 10 (1.33%) Reference Data
11 9 (1.20%) Blog
11 9 (1.20%) Enterprise Cloud
12 7 (0.93%) Media Streaming
12 7 (0.93%) Virtual Team
13 6 (0.80%) CMDB
13 6 (0.80%) Data Centre
14 5 (0.66%) Mobile App
Operating Systems
1 39 (5.19%) Linux
2 25 (3.32%) Unix
3 13 (1.73%) Windows
4 10 (1.33%) Windows Server
5 1 (0.13%) CentOS
5 1 (0.13%) Red Hat Enterprise Linux
Processes & Methodologies
1 382 (50.80%) Analytics
2 304 (40.43%) ETL
3 251 (33.38%) Agile Software Development
4 236 (31.38%) Business Intelligence
5 226 (30.05%) Data Pipeline
6 220 (29.26%) Software Engineering
7 203 (26.99%) Data Science
8 202 (26.86%) Data Engineering
9 179 (23.80%) Data Modelling
10 126 (16.76%) Visualisation
11 117 (15.56%) Artificial Intelligence
12 105 (13.96%) DevOps
13 89 (11.84%) Continuous Integration
14 88 (11.70%) Open Source
15 84 (11.17%) Data Architecture
15 84 (11.17%) Problem-Solving
16 82 (10.90%) Data Analytics
17 74 (9.84%) Unit Testing
18 72 (9.57%) Data Analysis
19 71 (9.44%) Project Management
Programming Languages
1 517 (68.75%) Python
2 417 (55.45%) SQL
3 175 (23.27%) Java
4 82 (10.90%) Go
5 74 (9.84%) JavaScript
6 73 (9.71%) Scala
7 44 (5.85%) R
8 30 (3.99%) C#
9 22 (2.93%) Bash Shell
10 21 (2.79%) TypeScript
11 17 (2.26%) Ruby
12 14 (1.86%) C
13 13 (1.73%) PowerShell
14 12 (1.60%) PL/SQL
15 11 (1.46%) PHP
16 10 (1.33%) C++
17 7 (0.93%) HiveQL
17 7 (0.93%) LookML
18 6 (0.80%) Data Analysis Expressions (DAX)
19 5 (0.66%) Groovy
Qualifications
1 61 (8.11%) Degree
2 21 (2.79%) AWS Certification
3 17 (2.26%) Computer Science Degree
4 16 (2.13%) SC Cleared
4 16 (2.13%) Security Cleared
5 8 (1.06%) Master's Degree
6 3 (0.40%) (ISC)2 CCSP
6 3 (0.40%) BC Cleared
6 3 (0.40%) Cisco Certification
6 3 (0.40%) CISSP
6 3 (0.40%) PhD
7 1 (0.13%) CCSP
7 1 (0.13%) CEH
7 1 (0.13%) TOGAF Certification
Quality Assurance & Compliance
1 50 (6.65%) Data Quality
2 17 (2.26%) QA
3 7 (0.93%) Accessibility
4 4 (0.53%) WCAG
5 3 (0.40%) GDPR
6 2 (0.27%) MiFID
7 1 (0.13%) Actionable Recommendations
7 1 (0.13%) ISO/IEC 27001
7 1 (0.13%) PCI DSS
System Software
1 200 (26.60%) Docker
2 49 (6.52%) VirtualBox
3 12 (1.60%) Apache ZooKeeper
4 8 (1.06%) HDFS
5 2 (0.27%) Active Directory
5 2 (0.27%) Apache Flume
Systems Management
1 216 (28.72%) Kubernetes
2 129 (17.15%) Terraform
3 79 (10.51%) Istio
4 75 (9.97%) Ansible
5 54 (7.18%) Opscode Chef
6 50 (6.65%) Prometheus
7 49 (6.52%) Docker Swarm
8 14 (1.86%) Hadoop YARN
9 11 (1.46%) Mesos
10 4 (0.53%) Nagios
10 4 (0.53%) Packer
10 4 (0.53%) Puppet
11 2 (0.27%) Ambari
11 2 (0.27%) Kibana
11 2 (0.27%) logstash
12 1 (0.13%) Consul
12 1 (0.13%) Grafana
Vendors
1 155 (20.61%) Google
2 102 (13.56%) Talend
3 94 (12.50%) Microsoft
4 81 (10.77%) Informatica
5 63 (8.38%) Oracle
6 62 (8.24%) Cloudera
7 60 (7.98%) Hortonworks
8 53 (7.05%) IBM
9 38 (5.05%) Databricks
10 30 (3.99%) Teradata
11 16 (2.13%) SAP
12 15 (1.99%) Salesforce.com
13 13 (1.73%) Facebook
13 13 (1.73%) Instagram
14 12 (1.60%) StreamSets
15 10 (1.33%) Splunk
16 9 (1.20%) Alteryx
16 9 (1.20%) Cisco
16 9 (1.20%) MKS
17 8 (1.06%) Cognos