Period
to 29 November 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 29 November 2021 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK > England
6 months to
29 Nov 2021
Same period 2020 Same period 2019
Rank 489 367 569
Rank change year-on-year -122 +202 +55
Permanent jobs citing Amazon Redshift 667 380 558
As % of all permanent jobs advertised in England 0.59% 0.77% 0.45%
As % of the Database & Business Intelligence category 2.16% 2.71% 1.64%
Number of salaries quoted 433 301 469
10th Percentile £46,250 £48,750 £46,250
25th Percentile £57,500 £56,250 £55,000
Median annual salary (50th Percentile) £75,000 £70,000 £70,000
Median % change year-on-year +7.14% - -
75th Percentile £88,750 £95,000 £92,500
90th Percentile £97,500 £125,000 £118,750
UK median annual salary £75,000 £70,000 £70,000
% change year-on-year +7.14% - -

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 30,932 14,019 33,964
As % of all permanent IT jobs advertised in England 27.50% 28.33% 27.16%
Number of salaries quoted 20,380 12,100 28,607
10th Percentile £35,754 £34,250 £31,950
25th Percentile £43,750 £42,500 £38,750
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% -
75th Percentile £77,500 £73,750 £71,250
90th Percentile £95,000 £90,000 £87,500
UK median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +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 29 November 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 29 November 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 -103 451 £80,000 +6.67% 63
South East -116 46 £70,000 +3.70% 4
North of England -124 46 £57,500 -4.17% 9
East of England -101 44 £72,500 +3.57% 2
Midlands -92 34 £53,750 -10.42% 5
West Midlands -81 33 £53,750 -6.52% 2
North West -113 24 £60,000 - 8
Yorkshire -87 19 £50,000 -19.35%
South West -81 9 £72,500 +38.10% 2
North East -34 3 £80,000 +29.03% 1
East Midlands -70 1 - - 3
Amazon Redshift
UK

For the 6 months to 29 November 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.

1 578 (86.66%) AWS
2 481 (72.11%) Python
3 352 (52.77%) Analytics
4 346 (51.87%) SQL
5 283 (42.43%) ETL
6 263 (39.43%) Agile Software Development
7 258 (38.68%) Data Warehouse
8 220 (32.98%) Big Data
9 215 (32.23%) Java
10 213 (31.93%) GCP
11 211 (31.63%) Apache Spark
12 201 (30.13%) Business Intelligence
13 198 (29.69%) PostgreSQL
13 198 (29.69%) Azure
14 197 (29.54%) Amazon S3
15 195 (29.24%) Data Modelling
16 182 (27.29%) Amazon RDS
17 179 (26.84%) Data Science
18 177 (26.54%) Kafka
19 175 (26.24%) DevOps
20 172 (25.79%) Serverless
21 166 (24.89%) Software Engineering
22 164 (24.59%) Hadoop
23 161 (24.14%) AWS Lambda
24 159 (23.84%) Data Pipeline
25 154 (23.09%) BigQuery
26 151 (22.64%) NoSQL
27 147 (22.04%) Amazon EMR
28 145 (21.74%) Kubernetes
29 143 (21.44%) Data Engineering

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
1 211 (31.63%) Apache Spark
2 107 (16.04%) Apache Airflow
3 82 (12.29%) Apache
4 40 (6.00%) SAS
5 22 (3.30%) Confluence
6 19 (2.85%) Luigi
7 10 (1.50%) Apache Solr
8 6 (0.90%) Elasticsearch
8 6 (0.90%) Tomcat
9 5 (0.75%) nginx
10 4 (0.60%) SharePoint
11 3 (0.45%) Apache Pig
12 1 (0.15%) Jupyter
12 1 (0.15%) Oracle Workflow
Applications
1 12 (1.80%) Microsoft Excel
2 2 (0.30%) Microsoft Office
3 1 (0.15%) Microsoft Project
Business Applications
1 3 (0.45%) FastStats
2 2 (0.30%) FastStats PeopleStage
2 2 (0.30%) Sentinel
3 1 (0.15%) Maximo
3 1 (0.15%) Oracle EBS
3 1 (0.15%) Oracle EBS R12
3 1 (0.15%) Primavera
Cloud Services
1 578 (86.66%) AWS
2 213 (31.93%) GCP
3 198 (29.69%) Azure
4 197 (29.54%) Amazon S3
5 172 (25.79%) Serverless
6 161 (24.14%) AWS Lambda
7 147 (22.04%) Amazon EMR
8 129 (19.34%) Snowflake
9 126 (18.89%) Amazon EC2
10 114 (17.09%) AWS CloudFormation
11 102 (15.29%) Power Platform
12 91 (13.64%) Amazon Kinesis
13 81 (12.14%) Amazon SQS
14 78 (11.69%) Amazon EKS
15 63 (9.45%) Amazon CloudWatch
16 62 (9.30%) AWS Step Functions
17 49 (7.35%) AWS CloudTrail
18 45 (6.75%) GitHub
19 35 (5.25%) Azure Synapse Analytics
19 35 (5.25%) SaaS
Communications & Networking
1 48 (7.20%) Cisco IPT
2 3 (0.45%) LAN
2 3 (0.45%) Network Security
2 3 (0.45%) WAN
3 2 (0.30%) TCP/IP
4 1 (0.15%) FTP
4 1 (0.15%) Internet
Database & Business Intelligence
1 258 (38.68%) Data Warehouse
2 220 (32.98%) Big Data
3 198 (29.69%) PostgreSQL
4 182 (27.29%) Amazon RDS
5 164 (24.59%) Hadoop
6 154 (23.09%) BigQuery
7 151 (22.64%) NoSQL
8 142 (21.29%) Amazon DynamoDB
9 129 (19.34%) Data Lake
10 127 (19.04%) Tableau
11 125 (18.74%) Amazon Athena
12 112 (16.79%) MySQL
13 102 (15.29%) Power BI
14 90 (13.49%) Electronic Patient Records
14 90 (13.49%) Relational Database
15 75 (11.24%) Apache Hive
16 70 (10.49%) Looker
17 57 (8.55%) SQL Server
18 55 (8.25%) Amazon Aurora
19 48 (7.20%) MongoDB
Development Applications
1 79 (11.84%) Jenkins
2 68 (10.19%) GitLab
3 60 (9.00%) Git (software)
4 55 (8.25%) JIRA
5 21 (3.15%) Bitbucket
6 20 (3.00%) Atlassian Bamboo
7 16 (2.40%) kappa
7 16 (2.40%) PyCharm
8 11 (1.65%) ERwin
8 11 (1.65%) Spinnaker
8 11 (1.65%) Vagrant
9 10 (1.50%) Artifactory
10 8 (1.20%) Cypress.io
11 7 (1.05%) Octopus Deploy
11 7 (1.05%) Visual Studio
12 6 (0.90%) ER Studio
12 6 (0.90%) PowerDesigner
12 6 (0.90%) Subversion
13 5 (0.75%) Sonatype Nexus
14 4 (0.60%) git-flow
General
1 134 (20.09%) Finance
2 127 (19.04%) Social Skills
3 101 (15.14%) Analytical Skills
4 38 (5.70%) Marketing
5 34 (5.10%) Retail
6 26 (3.90%) Public Sector
7 25 (3.75%) Banking
8 22 (3.30%) Advertising
9 21 (3.15%) Games
10 17 (2.55%) Manufacturing
11 12 (1.80%) Legal
12 10 (1.50%) Front Office
12 10 (1.50%) Influencing Skills
13 9 (1.35%) Automotive
13 9 (1.35%) Brand Awareness
13 9 (1.35%) Investment Banking
13 9 (1.35%) Law
13 9 (1.35%) Pharmaceutical
13 9 (1.35%) Presentation Skills
14 6 (0.90%) Publishing
Job Titles
1 271 (40.63%) Data Engineer
2 96 (14.39%) AWS Engineer
3 84 (12.59%) Senior Data Engineer
4 78 (11.69%) Architect
5 64 (9.60%) Cloud Engineer
6 58 (8.70%) Data Architect
7 49 (7.35%) Analyst
7 49 (7.35%) Developer
8 48 (7.20%) Security Engineer
9 38 (5.70%) Python Engineer
10 32 (4.80%) Senior Cloud Engineer
10 32 (4.80%) Senior Security Engineer
11 29 (4.35%) DevOps Engineer
12 27 (4.05%) Software Engineer
13 24 (3.60%) Data Analyst
14 23 (3.45%) AWS DevOps
14 23 (3.45%) Consultant
15 18 (2.70%) Big Data Engineer
15 18 (2.70%) Cloud Architect
16 17 (2.55%) DevSecOps Engineer
Libraries, Frameworks & Software Standards
1 177 (26.54%) Kafka
2 78 (11.69%) Web Services
3 72 (10.79%) React
4 54 (8.10%) .NET
5 48 (7.20%) AngularJS
6 39 (5.85%) REST
7 36 (5.40%) Jest
8 34 (5.10%) Node.js
9 32 (4.80%) ActiveMQ
9 32 (4.80%) Vue.js
10 29 (4.35%) Django
10 29 (4.35%) Redux
11 25 (3.75%) Spark Streaming
12 21 (3.15%) PySpark
13 20 (3.00%) Apache Beam
14 15 (2.25%) React Native
15 14 (2.10%) Pandas
16 13 (1.95%) pytest
17 12 (1.80%) NumPy
17 12 (1.80%) RESTful
Miscellaneous
1 27 (4.05%) Public Cloud
2 23 (3.45%) NHS
3 22 (3.30%) Data Structures
4 21 (3.15%) Management Information System
4 21 (3.15%) User Experience
5 17 (2.55%) Self-Motivation
5 17 (2.55%) Virtual Team
6 16 (2.40%) Social Media
7 12 (1.80%) Algorithms
7 12 (1.80%) Cloud Native
8 11 (1.65%) Greenfield Project
9 10 (1.50%) CMDB
10 7 (1.05%) Driving Licence
11 6 (0.90%) Marketing Technology
12 5 (0.75%) Clustering
12 5 (0.75%) Media Streaming
12 5 (0.75%) Renewable Energy
13 4 (0.60%) Blog
13 4 (0.60%) Enterprise Software
13 4 (0.60%) Mobile App
Operating Systems
1 59 (8.85%) Unix
2 46 (6.90%) Linux
3 21 (3.15%) Windows
4 13 (1.95%) Windows Server
5 2 (0.30%) VMS
6 1 (0.15%) CentOS
6 1 (0.15%) Red Hat Enterprise Linux
Processes & Methodologies
1 352 (52.77%) Analytics
2 283 (42.43%) ETL
3 263 (39.43%) Agile Software Development
4 201 (30.13%) Business Intelligence
5 195 (29.24%) Data Modelling
6 179 (26.84%) Data Science
7 175 (26.24%) DevOps
8 166 (24.89%) Software Engineering
9 159 (23.84%) Data Pipeline
10 143 (21.44%) Data Engineering
11 129 (19.34%) Visualisation
12 120 (17.99%) Data Analytics
13 92 (13.79%) Artificial Intelligence
14 89 (13.34%) Scrum
15 81 (12.14%) Problem-Solving
16 69 (10.34%) Data Management
17 68 (10.19%) Data Visualisation
18 64 (9.60%) Machine Learning
19 60 (9.00%) Continuous Integration
20 58 (8.70%) Data Architecture
Programming Languages
1 481 (72.11%) Python
2 346 (51.87%) SQL
3 215 (32.23%) Java
4 123 (18.44%) Scala
5 59 (8.85%) Bash Shell
5 59 (8.85%) Go
6 58 (8.70%) PowerShell
7 54 (8.10%) JavaScript
8 42 (6.30%) R
9 41 (6.15%) C#
9 41 (6.15%) PL/SQL
10 30 (4.50%) HiveQL
11 20 (3.00%) Ruby
12 16 (2.40%) TypeScript
13 13 (1.95%) T-SQL
14 12 (1.80%) Data Analysis Expressions (DAX)
15 10 (1.50%) C
16 9 (1.35%) C++
17 6 (0.90%) Groovy
18 5 (0.75%) LookML
Qualifications
1 77 (11.54%) AWS Certification
2 57 (8.55%) Degree
3 53 (7.95%) CISSP
4 51 (7.65%) (ISC)2 CCSP
4 51 (7.65%) Cisco Certification
5 14 (2.10%) CCSP
6 12 (1.80%) SC Cleared
6 12 (1.80%) Security Cleared
7 9 (1.35%) Master's Degree
8 8 (1.20%) Computer Science Degree
9 5 (0.75%) OSCP
10 3 (0.45%) BC Cleared
10 3 (0.45%) CSSLP
10 3 (0.45%) PhD
10 3 (0.45%) SANS
11 1 (0.15%) CEH
11 1 (0.15%) MCSE
11 1 (0.15%) Microsoft Certification
11 1 (0.15%) Numerate Degree
11 1 (0.15%) TOGAF Certification
Quality Assurance & Compliance
1 50 (7.50%) Data Quality
2 15 (2.25%) QA
3 7 (1.05%) Accessibility
4 6 (0.90%) PCI DSS
5 4 (0.60%) WCAG
6 3 (0.45%) NIST
7 1 (0.15%) GDPR
7 1 (0.15%) ISO/IEC 27001
System Software
1 113 (16.94%) Docker
2 31 (4.65%) HDFS
3 11 (1.65%) VirtualBox
4 10 (1.50%) Apache ZooKeeper
5 3 (0.45%) Active Directory
Systems Management
1 145 (21.74%) Kubernetes
2 136 (20.39%) Terraform
3 49 (7.35%) Ansible
4 45 (6.75%) Istio
5 30 (4.50%) Opscode Chef
6 28 (4.20%) Prometheus
7 11 (1.65%) Docker Swarm
7 11 (1.65%) Mesos
8 5 (0.75%) Grafana
9 3 (0.45%) Consul
9 3 (0.45%) Hadoop YARN
9 3 (0.45%) Single Sign-On
10 2 (0.30%) Puppet
10 2 (0.30%) Rundeck
Vendors
1 133 (19.94%) Microsoft
2 113 (16.94%) Google
3 81 (12.14%) Databricks
4 78 (11.69%) Oracle
5 75 (11.24%) Talend
6 61 (9.15%) Informatica
7 24 (3.60%) Cloudera
8 23 (3.45%) Hortonworks
9 22 (3.30%) Teradata
10 20 (3.00%) Splunk
11 18 (2.70%) Facebook
12 16 (2.40%) ServiceNow
13 15 (2.25%) IBM
14 9 (1.35%) Atlassian
14 9 (1.35%) Cognos
14 9 (1.35%) SAP
15 8 (1.20%) Salesforce.com
16 6 (0.90%) Alteryx
17 5 (0.75%) MicroStrategy
17 5 (0.75%) Remedy