Period
to 25 June 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 25 June 2021 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK
6 months to
25 Jun 2021
Same period 2020 Same period 2019
Rank 433 440 582
Rank change year-on-year +7 +142 +185
Permanent jobs citing Amazon Redshift 686 475 684
As % of all permanent jobs advertised in the UK 0.65% 0.59% 0.47%
As % of the Database & Business Intelligence category 2.40% 2.19% 1.69%
Number of salaries quoted 532 386 558
10th Percentile £46,250 £49,375 £45,000
25th Percentile £55,000 £60,000 £55,000
Median annual salary (50th Percentile) £70,000 £75,000 £72,500
Median % change year-on-year -6.67% +3.45% +16.00%
75th Percentile £85,000 £112,500 £90,000
90th Percentile £92,500 £136,250 £106,250
UK excluding London median annual salary £65,000 £67,500 £55,000
% change year-on-year -3.70% +22.73% +10.00%

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 28,567 21,733 40,357
As % of all permanent IT jobs advertised in the UK 27.05% 27.13% 27.97%
Number of salaries quoted 20,050 17,838 33,298
10th Percentile £33,750 £32,500 £31,250
25th Percentile £41,617 £41,250 £37,500
Median annual salary (50th Percentile) £55,000 £55,000 £52,000
Median % change year-on-year - +5.77% +4.00%
75th Percentile £75,000 £72,500 £70,000
90th Percentile £90,000 £90,000 £85,000
UK excluding London median annual salary £47,500 £47,500 £45,000
% change year-on-year - +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 25 June 2021.

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 25 June 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 +1 636 £72,500 -3.33% 75
London +23 472 £75,000 -6.25% 41
UK excluding London -31 167 £65,000 -3.70% 40
Work from Home -107 124 £75,000 +3.09% 14
North of England -18 55 £60,000 +4.35% 10
East of England -11 37 £77,500 +19.23% 8
North West -16 35 £65,000 +13.04% 6
South East -40 24 £65,000 -13.33% 8
Yorkshire -26 18 £50,000 -23.08% 3
Midlands -39 18 £72,500 -3.33% 3
West Midlands -42 17 £72,500 -1.69% 2
Scotland -41 16 £60,000 - 5
South West -66 13 £55,000 -22.54% 5
Wales -10 2 £45,000 -10.00% 1
North East -12 2 £53,750 +27.98% 1
Northern Ireland - 2 £57,500 -
East Midlands -32 1 - - 1

For the 6 months to 25 June 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.

1 588 (85.71%) AWS
2 432 (62.97%) Python
3 425 (61.95%) SQL
4 342 (49.85%) Analytics
5 318 (46.36%) ETL
6 281 (40.96%) Big Data
7 261 (38.05%) Data Warehouse
8 259 (37.76%) GCP
9 242 (35.28%) Apache Spark
10 236 (34.40%) Data Pipeline
11 221 (32.22%) Data Engineering
12 212 (30.90%) Azure
13 210 (30.61%) Business Intelligence
14 208 (30.32%) Agile Software Development
15 194 (28.28%) Software Engineering
16 184 (26.82%) Hadoop
16 184 (26.82%) Docker
17 183 (26.68%) Kubernetes
18 177 (25.80%) Snowflake
19 175 (25.51%) PostgreSQL
20 174 (25.36%) NoSQL
21 172 (25.07%) Google
22 169 (24.64%) Data Science
23 153 (22.30%) Amazon Athena
24 150 (21.87%) Tableau
25 146 (21.28%) BigQuery
26 144 (20.99%) Data Modelling
26 144 (20.99%) Java
27 133 (19.39%) Social Skills
28 130 (18.95%) Amazon S3

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
1 242 (35.28%) Apache Spark
2 100 (14.58%) Apache Airflow
3 74 (10.79%) Apache
4 29 (4.23%) Luigi
5 19 (2.77%) Confluence
6 8 (1.17%) Elasticsearch
7 6 (0.87%) SAS
8 5 (0.73%) Apache Pig
9 4 (0.58%) Oracle Workflow
10 2 (0.29%) SharePoint
11 1 (0.15%) Apache Solr
11 1 (0.15%) ArcGIS
11 1 (0.15%) nginx
Applications
1 5 (0.73%) Microsoft Office
2 2 (0.29%) Microsoft Excel
Business Applications
1 4 (0.58%) Sentinel
2 3 (0.44%) FastStats
2 3 (0.44%) Oracle EBS
3 2 (0.29%) FastStats PeopleStage
Cloud Services
1 588 (85.71%) AWS
2 259 (37.76%) GCP
3 212 (30.90%) Azure
4 177 (25.80%) Snowflake
5 130 (18.95%) Amazon S3
6 129 (18.80%) Amazon EMR
7 115 (16.76%) Serverless
8 87 (12.68%) AWS Lambda
9 83 (12.10%) Power Platform
10 76 (11.08%) Amazon EC2
11 71 (10.35%) IBM Cloud
12 50 (7.29%) Amazon Kinesis
13 43 (6.27%) SaaS
14 42 (6.12%) Amazon EKS
15 41 (5.98%) AWS CloudFormation
15 41 (5.98%) dbt
16 35 (5.10%) Amazon SQS
16 35 (5.10%) Cloud Functions
16 35 (5.10%) Google App Engine
17 32 (4.66%) Google Compute Engine
Communications & Networking
1 13 (1.90%) FTP
2 3 (0.44%) Internet
3 2 (0.29%) Cisco IPT
4 1 (0.15%) VPN
Database & Business Intelligence
1 281 (40.96%) Big Data
2 261 (38.05%) Data Warehouse
3 184 (26.82%) Hadoop
4 175 (25.51%) PostgreSQL
5 174 (25.36%) NoSQL
6 153 (22.30%) Amazon Athena
7 150 (21.87%) Tableau
8 146 (21.28%) BigQuery
9 100 (14.58%) Relational Database
10 96 (13.99%) Amazon RDS
11 91 (13.27%) Data Lake
12 86 (12.54%) MySQL
13 83 (12.10%) Power BI
14 81 (11.81%) Amazon DynamoDB
14 81 (11.81%) Neo4j
15 79 (11.52%) Looker
16 75 (10.93%) SQL Server
17 73 (10.64%) Electronic Patient Records
18 46 (6.71%) Amazon Aurora
18 46 (6.71%) Apache Hive
Development Applications
1 110 (16.03%) Jenkins
2 78 (11.37%) Atlassian Bamboo
3 73 (10.64%) Git (software)
4 72 (10.50%) Vagrant
5 50 (7.29%) GitLab
6 40 (5.83%) JIRA
7 17 (2.48%) PyCharm
8 13 (1.90%) Cypress.io
9 12 (1.75%) TeamCity
9 12 (1.75%) Visual Studio
10 10 (1.46%) Spinnaker
11 9 (1.31%) Grunt
11 9 (1.31%) gulp
11 9 (1.31%) webpack
12 8 (1.17%) ERwin
13 7 (1.02%) ER Studio
13 7 (1.02%) PowerDesigner
14 5 (0.73%) Artifactory
14 5 (0.73%) Cucumber
14 5 (0.73%) SonarQube
General
1 133 (19.39%) Social Skills
2 91 (13.27%) Analytical Skills
3 82 (11.95%) Finance
4 59 (8.60%) Marketing
5 39 (5.69%) Retail
6 25 (3.64%) Advertising
7 16 (2.33%) Brand Awareness
8 14 (2.04%) Public Sector
9 13 (1.90%) Banking
10 10 (1.46%) Manufacturing
10 10 (1.46%) Telecoms
11 8 (1.17%) Digital Economy
11 8 (1.17%) Games
12 6 (0.87%) Automotive
12 6 (0.87%) Czech Language
12 6 (0.87%) Presentation Skills
12 6 (0.87%) Publishing
13 5 (0.73%) Influencing Skills
13 5 (0.73%) Pharmaceutical
14 4 (0.58%) Financial Institution
Job Titles
1 264 (38.48%) Data Engineer
2 96 (13.99%) AWS Engineer
3 82 (11.95%) Architect
4 81 (11.81%) Developer
5 80 (11.66%) Data Architect
6 70 (10.20%) Python Engineer
7 61 (8.89%) Analyst
8 46 (6.71%) Big Data Engineer
8 46 (6.71%) Software Engineer
9 38 (5.54%) Java Engineer
10 36 (5.25%) Platform Engineer
11 34 (4.96%) Platform Architect
12 32 (4.66%) Senior Data Engineer
13 30 (4.37%) Data Analyst
14 29 (4.23%) AWS Architect
15 27 (3.94%) Java Software Engineer
16 25 (3.64%) Big Data Software Engineer
16 25 (3.64%) Python Developer
17 24 (3.50%) Data Analytics Engineer
17 24 (3.50%) Senior Developer
Libraries, Frameworks & Software Standards
1 112 (16.33%) Kafka
2 86 (12.54%) Spark Streaming
3 62 (9.04%) React
4 55 (8.02%) Node.js
5 52 (7.58%) Web Services
6 44 (6.41%) Jest
7 43 (6.27%) AngularJS
8 42 (6.12%) REST
9 36 (5.25%) Redux
10 32 (4.66%) Django
11 27 (3.94%) Vue.js
12 24 (3.50%) Pandas
12 24 (3.50%) React Native
13 23 (3.35%) JSON
14 22 (3.21%) PySpark
15 20 (2.92%) NumPy
15 20 (2.92%) RESTful
16 17 (2.48%) CSS
16 17 (2.48%) HTML
16 17 (2.48%) pytest
Miscellaneous
1 28 (4.08%) Data Structures
1 28 (4.08%) User Experience
2 20 (2.92%) Greenfield Project
3 16 (2.33%) NHS
4 14 (2.04%) Algorithms
5 12 (1.75%) Public Cloud
6 10 (1.46%) Cloud Native
7 9 (1.31%) Blog
8 8 (1.17%) Data Centre
8 8 (1.17%) Driving Licence
8 8 (1.17%) Hedge funds
9 7 (1.02%) Enterprise Cloud
9 7 (1.02%) Enterprise Software
9 7 (1.02%) Life Science
10 6 (0.87%) Acoustics
10 6 (0.87%) Management Information System
10 6 (0.87%) Reference Data
10 6 (0.87%) Virtual Team
11 5 (0.73%) Self-Motivation
12 4 (0.58%) Private Cloud
Operating Systems
1 23 (3.35%) Linux
2 10 (1.46%) Unix
3 2 (0.29%) Android
3 2 (0.29%) Windows
4 1 (0.15%) Apple iOS
4 1 (0.15%) Debian
4 1 (0.15%) Red Hat Enterprise Linux
4 1 (0.15%) Windows Server
Processes & Methodologies
1 342 (49.85%) Analytics
2 318 (46.36%) ETL
3 236 (34.40%) Data Pipeline
4 221 (32.22%) Data Engineering
5 210 (30.61%) Business Intelligence
6 208 (30.32%) Agile Software Development
7 194 (28.28%) Software Engineering
8 169 (24.64%) Data Science
9 144 (20.99%) Data Modelling
10 109 (15.89%) Artificial Intelligence
11 103 (15.01%) Visualisation
12 98 (14.29%) Continuous Integration
13 97 (14.14%) Unit Testing
14 96 (13.99%) DevOps
15 93 (13.56%) Data Munging
16 88 (12.83%) Data Analytics
17 85 (12.39%) Project Management
18 83 (12.10%) Open Source
19 82 (11.95%) Configuration Management
20 76 (11.08%) Data Architecture
Programming Languages
1 432 (62.97%) Python
2 425 (61.95%) SQL
3 144 (20.99%) Java
4 53 (7.73%) Go
5 49 (7.14%) JavaScript
6 40 (5.83%) Scala
7 29 (4.23%) C#
8 26 (3.79%) Bash Shell
8 26 (3.79%) R
9 15 (2.19%) C
10 13 (1.90%) PowerShell
10 13 (1.90%) Ruby
11 10 (1.46%) PHP
11 10 (1.46%) TypeScript
12 8 (1.17%) C++
12 8 (1.17%) Clojure
13 6 (0.87%) PL/SQL
14 5 (0.73%) Kotlin
14 5 (0.73%) LookML
15 4 (0.58%) T-SQL
Qualifications
1 74 (10.79%) Degree
2 37 (5.39%) Computer Science Degree
3 10 (1.46%) SC Cleared
3 10 (1.46%) Security Cleared
4 9 (1.31%) AWS Certification
5 5 (0.73%) Master's Degree
6 4 (0.58%) Numerate Degree
7 2 (0.29%) (ISC)2 CCSP
7 2 (0.29%) Cisco Certification
7 2 (0.29%) CISSP
8 1 (0.15%) CEH
8 1 (0.15%) DV Cleared
8 1 (0.15%) TOGAF Certification
Quality Assurance & Compliance
1 32 (4.66%) Data Quality
2 21 (3.06%) QA
3 7 (1.02%) GDPR
4 6 (0.87%) ISO/IEC 27001
5 3 (0.44%) Accessibility
5 3 (0.44%) ISO 9001
6 2 (0.29%) MiFID
7 1 (0.15%) Actionable Recommendations
System Software
1 184 (26.82%) Docker
2 71 (10.35%) VirtualBox
3 5 (0.73%) Active Directory
4 3 (0.44%) Apache ZooKeeper
5 2 (0.29%) Apache Flume
6 1 (0.15%) HDFS
Systems Management
1 183 (26.68%) Kubernetes
2 120 (17.49%) Terraform
3 94 (13.70%) Ansible
4 71 (10.35%) Docker Swarm
5 46 (6.71%) Istio
6 35 (5.10%) Opscode Chef
7 26 (3.79%) Prometheus
8 14 (2.04%) Hadoop YARN
9 9 (1.31%) Puppet
10 4 (0.58%) Failover Clustering
10 4 (0.58%) Nagios
10 4 (0.58%) Packer
11 3 (0.44%) Kibana
12 2 (0.29%) Ambari
12 2 (0.29%) logstash
12 2 (0.29%) Mesos
13 1 (0.15%) Oozie
Vendors
1 172 (25.07%) Google
2 119 (17.35%) Talend
3 89 (12.97%) Informatica
4 87 (12.68%) Cloudera
5 82 (11.95%) Hortonworks
6 74 (10.79%) IBM
7 66 (9.62%) Microsoft
8 54 (7.87%) Oracle
9 37 (5.39%) Databricks
10 21 (3.06%) SAP
11 17 (2.48%) Salesforce.com
12 16 (2.33%) Teradata
13 12 (1.75%) Alteryx
13 12 (1.75%) Cognos
13 12 (1.75%) StreamSets
14 9 (1.31%) Cisco
15 6 (0.87%) Birst
15 6 (0.87%) MKS
15 6 (0.87%) Splunk
16 5 (0.73%) Salesforce Marketing Cloud