Period
to 22 January 2022

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 22 January 2022 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
22 Jan 2022
Same period 2021 Same period 2020
Rank 501 403 512
Rank change year-on-year -98 +109 +94
Permanent jobs citing Amazon Redshift 733 436 651
As % of all permanent jobs advertised in the UK 0.57% 0.69% 0.52%
As % of the Database & Business Intelligence category 2.12% 2.50% 1.90%
Number of salaries quoted 470 367 569
10th Percentile £46,250 £48,750 £47,500
25th Percentile £54,063 £55,625 £56,250
Median annual salary (50th Percentile) £72,500 £70,000 £75,000
Median % change year-on-year +3.57% -6.67% -
75th Percentile £92,188 £90,000 £95,000
90th Percentile £110,000 £122,500 £120,000
UK excluding London median annual salary £55,000 £65,000 £60,000
% change year-on-year -15.38% +8.33% -7.69%

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 34,540 17,447 34,211
As % of all permanent IT jobs advertised in the UK 26.80% 27.49% 27.12%
Number of salaries quoted 21,555 14,752 28,293
10th Percentile £36,250 £33,750 £32,000
25th Percentile £43,750 £41,250 £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 £72,500 £71,250
90th Percentile £95,000 £87,500 £88,750
UK excluding London median annual salary £50,000 £48,500 £45,000
% change year-on-year +3.09% +7.78% -

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 22 January 2022.

Salary histogram for Amazon Redshift in the UK

Amazon Redshift
Top 17 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 22 January 2022. 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
Jobs
England -105 639 £72,500 - 88
London -100 447 £77,500 +3.33% 59
UK excluding London -144 193 £55,000 -15.38% 32
Work from Home -123 146 £82,500 +17.86% 12
South East -75 50 £58,750 -9.62% 3
North of England -150 40 £58,750 -12.96% 10
Scotland -36 36 £50,000 -25.93% 1
East of England -90 27 £60,000 -14.29% 5
North West -96 27 £65,000 -7.14% 9
Midlands -96 26 £52,500 -12.50% 7
West Midlands -68 25 £52,500 -8.70% 6
Yorkshire -79 12 £50,000 -14.53% 1
South West -43 9 £70,000 -5.08% 3
Wales -43 5 £50,000 +5.26% 3
North East -29 1 - -
East Midlands -60 1 - - 1
Northern Ireland - 1 - -

For the 6 months to 22 January 2022, 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.

1 643 (87.72%) AWS
2 533 (72.71%) Python
3 397 (54.16%) SQL
4 371 (50.61%) Analytics
5 304 (41.47%) ETL
6 289 (39.43%) Agile Software Development
7 281 (38.34%) Amazon S3
8 262 (35.74%) Java
9 261 (35.61%) Data Warehouse
10 237 (32.33%) DevOps
11 234 (31.92%) Amazon RDS
12 232 (31.65%) Big Data
12 232 (31.65%) Azure
13 223 (30.42%) GCP
14 221 (30.15%) Serverless
15 218 (29.74%) Business Intelligence
16 216 (29.47%) AWS Lambda
17 212 (28.92%) Data Science
18 209 (28.51%) Kafka
19 206 (28.10%) PostgreSQL
20 192 (26.19%) Apache Spark
21 191 (26.06%) Hadoop
22 187 (25.51%) Data Modelling
23 186 (25.38%) Data Pipeline
24 185 (25.24%) Finance
25 183 (24.97%) Terraform
26 179 (24.42%) Amazon EMR
27 174 (23.74%) BigQuery
28 172 (23.47%) Software Engineering
29 169 (23.06%) NoSQL

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
1 192 (26.19%) Apache Spark
2 119 (16.23%) Apache Airflow
3 62 (8.46%) Apache
4 56 (7.64%) SAS
5 27 (3.68%) Luigi
6 25 (3.41%) Elasticsearch
7 24 (3.27%) Confluence
8 8 (1.09%) Tomcat
9 7 (0.95%) SharePoint
10 5 (0.68%) Apache Solr
11 4 (0.55%) Apache Pulsar
11 4 (0.55%) CMS
11 4 (0.55%) nginx
11 4 (0.55%) WordPress
12 2 (0.27%) Jupyter
13 1 (0.14%) Oracle SOA Suite
13 1 (0.14%) Oracle Workflow
Applications
1 11 (1.50%) Microsoft Excel
2 2 (0.27%) Microsoft Office
3 1 (0.14%) Microsoft Project
Business Applications
1 5 (0.68%) Unica
2 4 (0.55%) FastStats
3 1 (0.14%) Maximo
3 1 (0.14%) Oracle EBS
3 1 (0.14%) Oracle EBS R12
3 1 (0.14%) Primavera
3 1 (0.14%) Sentinel
Cloud Services
1 643 (87.72%) AWS
2 281 (38.34%) Amazon S3
3 232 (31.65%) Azure
4 223 (30.42%) GCP
5 221 (30.15%) Serverless
6 216 (29.47%) AWS Lambda
7 179 (24.42%) Amazon EMR
8 162 (22.10%) Amazon EC2
9 144 (19.65%) Snowflake
10 138 (18.83%) AWS CloudFormation
11 113 (15.42%) Amazon SQS
12 105 (14.32%) Amazon Kinesis
13 103 (14.05%) Power Platform
14 92 (12.55%) Amazon EKS
15 72 (9.82%) Amazon CloudWatch
16 71 (9.69%) AWS Step Functions
17 57 (7.78%) AWS CloudTrail
18 52 (7.09%) Amazon ECS
18 52 (7.09%) GitHub
19 51 (6.96%) SaaS
Communications & Networking
1 50 (6.82%) Cisco IPT
2 11 (1.50%) Firewall
2 11 (1.50%) Network Security
3 8 (1.09%) WAN
4 7 (0.95%) TCP/IP
5 5 (0.68%) DNS
5 5 (0.68%) SD-WAN
5 5 (0.68%) VPN
6 3 (0.41%) LAN
Database & Business Intelligence
1 261 (35.61%) Data Warehouse
2 234 (31.92%) Amazon RDS
3 232 (31.65%) Big Data
4 206 (28.10%) PostgreSQL
5 191 (26.06%) Hadoop
6 174 (23.74%) BigQuery
7 169 (23.06%) NoSQL
8 160 (21.83%) MySQL
9 146 (19.92%) Amazon DynamoDB
10 142 (19.37%) Amazon Athena
11 137 (18.69%) Tableau
12 135 (18.42%) Data Lake
13 117 (15.96%) Electronic Patient Records
14 103 (14.05%) Power BI
15 93 (12.69%) Relational Database
16 90 (12.28%) Looker
17 80 (10.91%) MongoDB
18 76 (10.37%) SQL Server
19 67 (9.14%) Apache Hive
20 59 (8.05%) Pentaho
Development Applications
1 113 (15.42%) Jenkins
2 63 (8.59%) Git (software)
3 58 (7.91%) JIRA
4 49 (6.68%) GitLab
5 34 (4.64%) Bitbucket
6 23 (3.14%) Atlassian Bamboo
7 22 (3.00%) Artifactory
8 18 (2.46%) ERwin
9 15 (2.05%) kappa
10 13 (1.77%) Maven
11 12 (1.64%) ER Studio
11 12 (1.64%) PowerDesigner
11 12 (1.64%) PyCharm
12 11 (1.50%) Spinnaker
13 8 (1.09%) CircleCI
13 8 (1.09%) JUnit
14 7 (0.95%) Octopus Deploy
14 7 (0.95%) Vagrant
15 6 (0.82%) git-flow
15 6 (0.82%) Subversion
General
1 185 (25.24%) Finance
2 130 (17.74%) Social Skills
3 94 (12.82%) Analytical Skills
4 42 (5.73%) Retail
5 36 (4.91%) Public Sector
6 35 (4.77%) Banking
7 26 (3.55%) Marketing
8 25 (3.41%) Advertising
9 22 (3.00%) Front Office
10 19 (2.59%) Games
11 15 (2.05%) Inclusion and Diversity
12 14 (1.91%) Presentation Skills
13 13 (1.77%) Automotive
13 13 (1.77%) Telecoms
14 12 (1.64%) Manufacturing
15 10 (1.36%) Legal
16 9 (1.23%) Investment Banking
17 8 (1.09%) Influencing Skills
17 8 (1.09%) Pharmaceutical
18 6 (0.82%) Law
Job Titles
1 310 (42.29%) Data Engineer
2 103 (14.05%) AWS Engineer
3 97 (13.23%) Senior Data Engineer
4 90 (12.28%) Cloud Engineer
5 82 (11.19%) Architect
6 56 (7.64%) Data Architect
7 52 (7.09%) Developer
8 51 (6.96%) Security Engineer
9 42 (5.73%) AWS DevOps
10 41 (5.59%) DevOps Engineer
11 36 (4.91%) Senior Cloud Engineer
12 35 (4.77%) Senior Security Engineer
13 30 (4.09%) Analyst
14 28 (3.82%) Consultant
15 26 (3.55%) Software Engineer
16 23 (3.14%) Senior DevOps
17 21 (2.86%) Data Analyst
18 20 (2.73%) AWS DevOps Engineer
19 19 (2.59%) Cloud Architect
20 17 (2.32%) Solutions Architect
Libraries, Frameworks & Software Standards
1 209 (28.51%) Kafka
2 57 (7.78%) React
3 53 (7.23%) .NET
4 43 (5.87%) AngularJS
5 39 (5.32%) REST
6 38 (5.18%) ActiveMQ
6 38 (5.18%) Node.js
7 28 (3.82%) Vue.js
8 27 (3.68%) PySpark
9 26 (3.55%) Apache Beam
10 24 (3.27%) Spark Streaming
10 24 (3.27%) Web Services
11 22 (3.00%) J2EE
11 22 (3.00%) J2SE
12 20 (2.73%) CSS
12 20 (2.73%) Django
12 20 (2.73%) HTML
12 20 (2.73%) Jest
13 15 (2.05%) Redux
14 14 (1.91%) Pandas
Miscellaneous
1 43 (5.87%) Public Cloud
2 35 (4.77%) Data Structures
2 35 (4.77%) Management Information System
3 31 (4.23%) Cloud Native
4 30 (4.09%) Algorithms
5 24 (3.27%) NHS
6 23 (3.14%) Virtual Team
7 21 (2.86%) Self-Motivation
8 18 (2.46%) Greenfield Project
9 17 (2.32%) Blog
10 16 (2.18%) User Experience
11 15 (2.05%) Social Media
12 10 (1.36%) Hybrid Cloud
13 8 (1.09%) Data Centre
14 7 (0.95%) CMDB
14 7 (0.95%) Marketing Technology
15 6 (0.82%) Credit Risk
16 5 (0.68%) Clustering
16 5 (0.68%) Housing Association
17 4 (0.55%) Linux Command Line
Operating Systems
1 76 (10.37%) Unix
2 71 (9.69%) Linux
3 36 (4.91%) Windows
4 19 (2.59%) Windows Server
5 5 (0.68%) Debian
5 5 (0.68%) Ubuntu
6 3 (0.41%) VMS
7 1 (0.14%) CentOS
7 1 (0.14%) Red Hat Enterprise Linux
Processes & Methodologies
1 371 (50.61%) Analytics
2 304 (41.47%) ETL
3 289 (39.43%) Agile Software Development
4 237 (32.33%) DevOps
5 218 (29.74%) Business Intelligence
6 212 (28.92%) Data Science
7 187 (25.51%) Data Modelling
8 186 (25.38%) Data Pipeline
9 172 (23.47%) Software Engineering
10 160 (21.83%) Data Engineering
11 159 (21.69%) CI/CD
12 125 (17.05%) Visualisation
13 113 (15.42%) Data Analytics
14 96 (13.10%) Problem-Solving
15 91 (12.41%) Scrum
16 88 (12.01%) Machine Learning
17 78 (10.64%) Artificial Intelligence
18 76 (10.37%) Data Management
19 70 (9.55%) Mentoring
20 69 (9.41%) SDLC
Programming Languages
1 533 (72.71%) Python
2 397 (54.16%) SQL
3 262 (35.74%) Java
4 153 (20.87%) Scala
5 76 (10.37%) Bash
6 64 (8.73%) PowerShell
7 60 (8.19%) JavaScript
8 56 (7.64%) Go
9 49 (6.68%) C#
10 47 (6.41%) PL/SQL
11 45 (6.14%) R
12 36 (4.91%) HiveQL
13 22 (3.00%) Ruby
14 17 (2.32%) TypeScript
15 14 (1.91%) C++
15 14 (1.91%) PHP
16 12 (1.64%) Data Analysis Expressions (DAX)
16 12 (1.64%) T-SQL
17 10 (1.36%) Groovy
18 4 (0.55%) VB.NET
Qualifications
1 94 (12.82%) AWS Certification
2 79 (10.78%) Degree
3 57 (7.78%) CISSP
4 55 (7.50%) (ISC)2 CCSP
4 55 (7.50%) Cisco Certification
5 37 (5.05%) Computer Science Degree
6 26 (3.55%) SC Cleared
6 26 (3.55%) Security Cleared
7 15 (2.05%) CCSP
8 14 (1.91%) Master's Degree
9 7 (0.95%) OSCP
10 5 (0.68%) CSSLP
10 5 (0.68%) SANS
11 4 (0.55%) OCPJP
11 4 (0.55%) Oracle Certification
11 4 (0.55%) Sun Certification
12 1 (0.14%) BC Cleared
12 1 (0.14%) DV Cleared
12 1 (0.14%) MCSE
12 1 (0.14%) Microsoft Certification
Quality Assurance & Compliance
1 60 (8.19%) Data Quality
2 14 (1.91%) QA
3 8 (1.09%) PCI DSS
4 6 (0.82%) Accessibility
5 5 (0.68%) NIST
5 5 (0.68%) WCAG
6 3 (0.41%) GDPR
6 3 (0.41%) ISO/IEC 27001
System Software
1 128 (17.46%) Docker
2 36 (4.91%) HDFS
3 10 (1.36%) Active Directory
4 7 (0.95%) Virtual Machines
4 7 (0.95%) VirtualBox
5 5 (0.68%) Apache ZooKeeper
6 4 (0.55%) Apache Flume
Systems Management
1 183 (24.97%) Terraform
2 154 (21.01%) Kubernetes
3 63 (8.59%) Ansible
4 24 (3.27%) Opscode Chef
5 20 (2.73%) Istio
6 15 (2.05%) Prometheus
7 11 (1.50%) Puppet
8 7 (0.95%) Docker Swarm
9 5 (0.68%) Grafana
9 5 (0.68%) Mesos
9 5 (0.68%) Oozie
9 5 (0.68%) Single Sign-On
10 3 (0.41%) Consul
11 2 (0.27%) Rundeck
12 1 (0.14%) Argo
Vendors
1 132 (18.01%) Google
2 124 (16.92%) Oracle
3 114 (15.55%) Microsoft
4 100 (13.64%) Databricks
5 75 (10.23%) Informatica
6 73 (9.96%) Talend
7 40 (5.46%) Teradata
8 25 (3.41%) Cloudera
9 23 (3.14%) Splunk
10 20 (2.73%) Hortonworks
11 16 (2.18%) Facebook
12 15 (2.05%) ServiceNow
13 12 (1.64%) IBM
13 12 (1.64%) SAP
14 11 (1.50%) Atlassian
15 8 (1.09%) Snapchat
16 7 (0.95%) Adobe
16 7 (0.95%) Alteryx
16 7 (0.95%) New Relic
16 7 (0.95%) Salesforce.com