Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 3 July 2022 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK > Work from Home
6 months to
3 Jul 2022		 Same period 2021 Same period 2020
Rank 373 356 294
Rank change year-on-year -17 -62 -36
Permanent jobs citing Amazon Redshift 691 284 13
As % of all permanent jobs with a WFH option 0.87% 0.76% 0.15%
As % of the Database & Business Intelligence category 2.92% 2.45% 0.50%
Number of salaries quoted 199 224 9
10th Percentile £47,250 £48,975 £50,000
25th Percentile £58,375 £57,250 £55,000
Median annual salary (50th Percentile) £75,000 £76,000 £65,000
Median % change year-on-year -1.32% +16.92% -18.75%
75th Percentile £91,250 £87,500 £96,250
90th Percentile £100,000 £95,000 £96,500
UK median annual salary £70,000 £70,000 £75,000
% change year-on-year - -6.67% +3.45%

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 WFH option and a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Work from Home
Permanent vacancies with a requirement for database or business intelligence skills 23,696 11,577 2,598
As % of all permanent jobs with a WFH option 29.89% 30.80% 28.98%
Number of salaries quoted 11,290 8,754 2,213
10th Percentile £37,491 £33,750 £35,000
25th Percentile £45,000 £41,250 £42,500
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - -
75th Percentile £80,000 £72,500 £72,500
90th Percentile £93,750 £87,500 £85,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +8.91%

Amazon Redshift
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Amazon Redshift as a proportion of all IT jobs advertised.

Amazon Redshift trend for jobs with a WFH option

Amazon Redshift
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Amazon Redshift.

Amazon Redshift salary trend for jobs with a WFH option

Amazon Redshift
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Amazon Redshift over the 6 months to 3 July 2022.

Amazon Redshift salary histogram for jobs with a WFH option

For the 6 months to 3 July 2022, Amazon Redshift job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Amazon Redshift.

1 622 (90.01%) AWS
2 480 (69.46%) SQL
3 453 (65.56%) Python
4 358 (51.81%) Data Warehouse
5 297 (42.98%) Data Science
6 292 (42.26%) Analytics
7 275 (39.80%) ETL
8 251 (36.32%) Business Intelligence
9 250 (36.18%) Data Engineering
10 244 (35.31%) Finance
11 243 (35.17%) Amazon S3
12 234 (33.86%) Data Pipeline
13 212 (30.68%) GCP
14 206 (29.81%) CI/CD
15 188 (27.21%) Software Engineering
16 173 (25.04%) Terraform
17 168 (24.31%) Snowflake
17 168 (24.31%) PostgreSQL
18 163 (23.59%) Agile
19 160 (23.15%) Data Lake
19 160 (23.15%) Amazon Athena
20 159 (23.01%) Java
21 151 (21.85%) Big Data
22 149 (21.56%) Apache Airflow
23 147 (21.27%) Tableau
24 145 (20.98%) Social Skills
25 142 (20.55%) Data Modelling
26 141 (20.41%) Git (software)
26 141 (20.41%) Serverless
27 140 (20.26%) Kafka

Amazon Redshift
Co-occurring IT Skills with a WFH Option 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
1 149 (21.56%) Apache Airflow
2 130 (18.81%) Apache Spark
3 46 (6.66%) Apache
4 23 (3.33%) Jupyter
5 15 (2.17%) Luigi
6 7 (1.01%) SAS
7 6 (0.87%) Apache Pig
8 3 (0.43%) Confluence
9 2 (0.29%) CMS
10 1 (0.14%) nginx
Applications
1 10 (1.45%) Microsoft Excel
2 2 (0.29%) Microsoft Office
2 2 (0.29%) MS Visio
Business Applications
1 5 (0.72%) FastStats
2 4 (0.58%) Acoustic Campaign
2 4 (0.58%) Adobe Campaign
3 2 (0.29%) Shopify
4 1 (0.14%) SimCorp Dimension
Cloud Services
1 622 (90.01%) AWS
2 243 (35.17%) Amazon S3
3 212 (30.68%) GCP
4 168 (24.31%) Snowflake
5 141 (20.41%) Serverless
6 140 (20.26%) AWS Lambda
7 137 (19.83%) Azure
8 102 (14.76%) Amazon Kinesis
9 81 (11.72%) Power Platform
10 52 (7.53%) AWS CloudFormation
11 50 (7.24%) Amazon CloudWatch
12 49 (7.09%) Amazon EC2
13 46 (6.66%) SaaS
14 45 (6.51%) Amazon EMR
15 39 (5.64%) dbt
16 36 (5.21%) Matillion
17 34 (4.92%) Amazon SQS
18 33 (4.78%) Google Data Studio
19 31 (4.49%) Cloud Computing
20 30 (4.34%) GitHub
Communications & Networking
1 10 (1.45%) Skype
2 7 (1.01%) Network Security
3 5 (0.72%) SD-WAN
3 5 (0.72%) WAN
4 3 (0.43%) DNS
4 3 (0.43%) Firewall
4 3 (0.43%) TCP/IP
4 3 (0.43%) VPN
5 2 (0.29%) Internet
5 2 (0.29%) Kerberos
Database & Business Intelligence
1 358 (51.81%) Data Warehouse
2 168 (24.31%) PostgreSQL
3 160 (23.15%) Amazon Athena
3 160 (23.15%) Data Lake
4 151 (21.85%) Big Data
5 147 (21.27%) Tableau
6 130 (18.81%) Hadoop
7 124 (17.95%) BigQuery
8 117 (16.93%) MySQL
9 113 (16.35%) NoSQL
10 106 (15.34%) Amazon RDS
10 106 (15.34%) Relational Database
11 101 (14.62%) Looker
12 81 (11.72%) Power BI
12 81 (11.72%) SQL Server
13 76 (11.00%) DynamoDB
14 70 (10.13%) Apache Hive
15 47 (6.80%) Sqoop
16 45 (6.51%) MongoDB
17 44 (6.37%) Amazon Aurora
Development Applications
1 141 (20.41%) Git (software)
2 74 (10.71%) Jenkins
3 43 (6.22%) CircleCI
4 42 (6.08%) GitLab
5 17 (2.46%) JIRA
6 9 (1.30%) TeamCity
7 7 (1.01%) PyCharm
8 6 (0.87%) ER Studio
8 6 (0.87%) ERwin
8 6 (0.87%) Maven
8 6 (0.87%) PowerDesigner
9 5 (0.72%) IntelliJ
9 5 (0.72%) webpack
10 4 (0.58%) Spinnaker
11 2 (0.29%) Bitbucket
11 2 (0.29%) Cypress.io
11 2 (0.29%) Jasmine
11 2 (0.29%) Karma Test Runner
11 2 (0.29%) SQL Server Management Studio (SSMS)
11 2 (0.29%) Storybook
General
1 244 (35.31%) Finance
2 145 (20.98%) Social Skills
3 139 (20.12%) Analytical Skills
4 121 (17.51%) Retail
5 56 (8.10%) Banking
5 56 (8.10%) Marketing
6 55 (7.96%) Inclusion and Diversity
7 33 (4.78%) Games
8 24 (3.47%) Telecoms
9 23 (3.33%) Automotive
9 23 (3.33%) Influencing Skills
10 12 (1.74%) Advertising
11 10 (1.45%) Retail Finance
12 8 (1.16%) Front Office
13 7 (1.01%) Organisational Skills
14 5 (0.72%) Electronics
14 5 (0.72%) Law
14 5 (0.72%) Manufacturing
14 5 (0.72%) Public Sector
15 3 (0.43%) Documentation Skills
Job Titles
1 288 (41.68%) Data Engineer
2 133 (19.25%) Senior Data Engineer
3 61 (8.83%) Developer
4 58 (8.39%) Architect
5 53 (7.67%) Data Architect
6 51 (7.38%) Software Engineer
7 44 (6.37%) Analyst
8 41 (5.93%) AWS Engineer
9 39 (5.64%) DevOps Engineer
10 29 (4.20%) Data Analyst
11 25 (3.62%) Python Engineer
12 23 (3.33%) AWS Data Engineer
13 22 (3.18%) Data Scientist
14 20 (2.89%) Cloud Engineer
14 20 (2.89%) Data Manager
14 20 (2.89%) Senior Software Engineer
15 19 (2.75%) Senior Manager
16 18 (2.60%) Java Developer
17 16 (2.32%) GCP Architect
18 14 (2.03%) Principal Data Architect
Libraries, Frameworks & Software Standards
1 140 (20.26%) Kafka
2 84 (12.16%) PySpark
3 49 (7.09%) Node.js
4 44 (6.37%) Spark Streaming
5 41 (5.93%) OAuth
6 40 (5.79%) React
7 36 (5.21%) TensorFlow
8 35 (5.07%) Ruby on Rails
9 33 (4.78%) Spring
10 27 (3.91%) RabbitMQ
11 24 (3.47%) AngularJS
11 24 (3.47%) REST
12 23 (3.33%) Web Services
13 21 (3.04%) Django
14 19 (2.75%) Lambda Expressions
14 19 (2.75%) Spring Boot
15 18 (2.60%) .NET
15 18 (2.60%) scikit-learn
16 17 (2.46%) GraphQL
17 16 (2.32%) Elastic Stack
Miscellaneous
1 100 (14.47%) Algorithms
2 77 (11.14%) Data Structures
3 66 (9.55%) Greenfield Project
4 43 (6.22%) Public Cloud
5 40 (5.79%) Self-Motivation
6 36 (5.21%) Blog
7 30 (4.34%) IoT
8 29 (4.20%) Cloud Native
9 20 (2.89%) User Experience
10 19 (2.75%) NHS
11 18 (2.60%) Hackathon
12 17 (2.46%) Credit Risk
13 12 (1.74%) Management Information System
14 8 (1.16%) Clustering
14 8 (1.16%) Digital Media
14 8 (1.16%) Private Cloud
15 6 (0.87%) Derivative
15 6 (0.87%) Marketing Technology
15 6 (0.87%) PropTech
16 5 (0.72%) Housing Association
Operating Systems
1 117 (16.93%) Linux
2 45 (6.51%) Windows
3 33 (4.78%) Unix
4 6 (0.87%) Windows Server
5 4 (0.58%) Ubuntu
6 3 (0.43%) Debian
7 2 (0.29%) Android
7 2 (0.29%) Apple iOS
8 1 (0.14%) Red Hat Enterprise Linux
8 1 (0.14%) VMS
Processes & Methodologies
1 297 (42.98%) Data Science
2 292 (42.26%) Analytics
3 275 (39.80%) ETL
4 251 (36.32%) Business Intelligence
5 250 (36.18%) Data Engineering
6 234 (33.86%) Data Pipeline
7 206 (29.81%) CI/CD
8 188 (27.21%) Software Engineering
9 163 (23.59%) Agile
10 142 (20.55%) Data Modelling
11 133 (19.25%) Visualisation
12 123 (17.80%) DevOps
13 116 (16.79%) Decision-Making
14 104 (15.05%) Data Architecture
15 102 (14.76%) Machine Learning
16 100 (14.47%) Problem-Solving
17 94 (13.60%) Event-Driven
18 72 (10.42%) Coaching
18 72 (10.42%) Mentoring
19 69 (9.99%) SDLC
Programming Languages
1 480 (69.46%) SQL
2 453 (65.56%) Python
3 159 (23.01%) Java
4 112 (16.21%) Scala
5 59 (8.54%) Ruby
6 50 (7.24%) Bash
7 44 (6.37%) TypeScript
8 43 (6.22%) JavaScript
9 42 (6.08%) Go
10 31 (4.49%) R
11 14 (2.03%) PHP
12 13 (1.88%) C
13 12 (1.74%) T-SQL
14 8 (1.16%) VB
15 7 (1.01%) MATLAB
16 6 (0.87%) C#
17 5 (0.72%) Julia
18 4 (0.58%) Lua
18 4 (0.58%) Perl
18 4 (0.58%) PowerShell
Qualifications
1 65 (9.41%) Degree
2 27 (3.91%) AWS Certification
2 27 (3.91%) Computer Science Degree
3 12 (1.74%) Master's Degree
4 7 (1.01%) DBS Check
5 5 (0.72%) Numerate Degree
6 1 (0.14%) Microsoft Certification
6 1 (0.14%) SC Cleared
6 1 (0.14%) Security Cleared
6 1 (0.14%) Sun Certification
Quality Assurance & Compliance
1 75 (10.85%) Data Quality
2 19 (2.75%) GDPR
3 16 (2.32%) ISO/IEC 27001
3 16 (2.32%) QA
4 7 (1.01%) SOC 2
5 6 (0.87%) SLA
6 2 (0.29%) Actionable Recommendations
6 2 (0.29%) PMO
7 1 (0.14%) Accessibility
7 1 (0.14%) HIPAA
7 1 (0.14%) PCI DSS
System Software
1 139 (20.12%) Docker
2 47 (6.80%) Apache Flume
3 6 (0.87%) Active Directory
4 1 (0.14%) HDFS
4 1 (0.14%) VMware Infrastructure
Systems Management
1 173 (25.04%) Terraform
2 113 (16.35%) Kubernetes
3 41 (5.93%) Oozie
4 25 (3.62%) Opscode Chef
5 20 (2.89%) Ansible
6 15 (2.17%) Consul
7 11 (1.59%) Prometheus
8 10 (1.45%) Grafana
9 9 (1.30%) Puppet
10 8 (1.16%) Rancher
11 7 (1.01%) Istio
12 6 (0.87%) Argo
12 6 (0.87%) Panaseer
13 4 (0.58%) Kibana
13 4 (0.58%) Nagios
13 4 (0.58%) SCCM
14 3 (0.43%) Packer
15 2 (0.29%) Control-M
16 1 (0.14%) Rundeck
16 1 (0.14%) ZABBIX
Vendors
1 107 (15.48%) Google
2 72 (10.42%) Databricks
3 66 (9.55%) Oracle
4 44 (6.37%) Cloudera
5 33 (4.78%) Teradata
6 30 (4.34%) Zopa
7 29 (4.20%) Microsoft
8 24 (3.47%) Alteryx
9 23 (3.33%) Talend
10 19 (2.75%) IFS
11 18 (2.60%) Informatica
11 18 (2.60%) Snapchat
12 16 (2.32%) Salesforce.com
13 14 (2.03%) Amplitude
13 14 (2.03%) Funding Circle
14 10 (1.45%) Adobe
14 10 (1.45%) SAP
14 10 (1.45%) WorldPay
15 9 (1.30%) Salesforce Marketing Cloud
15 9 (1.30%) SendGrid