Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 14 May 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 14 May 2021 with a comparison to the same period in the previous 2 years.

Amazon Redshift
UK > England
6 months to
14 May 2021		 Same period 2020 Same period 2019
Rank 422 462 517
Rank change year-on-year +40 +55 +217
Permanent jobs citing Amazon Redshift 530 523 714
As % of all permanent jobs advertised in England 0.66% 0.58% 0.53%
As % of the Database & Business Intelligence category 2.47% 2.16% 1.90%
Number of salaries quoted 444 448 592
10th Percentile £46,250 £52,500 £45,000
25th Percentile £53,750 £61,250 £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 £110,000 £95,000
90th Percentile £95,000 £123,250 £110,000
UK median annual salary £70,000 £75,000 £72,500
% change year-on-year -6.67% +3.45% +16.94%

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 21,432 24,247 37,645
As % of all permanent IT jobs advertised in England 26.67% 27.03% 28.15%
Number of salaries quoted 16,825 20,127 31,238
10th Percentile £33,750 £32,500 £31,250
25th Percentile £42,500 £41,250 £38,750
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +5.00%
75th Percentile £75,000 £72,500 £71,250
90th Percentile £90,000 £90,000 £86,250
UK median annual salary £55,000 £52,500 £52,500
% change year-on-year +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 14 May 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 14 May 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 +37 382 £75,000 -6.25% 55
North of England +34 66 £65,000 +15.56% 11
North West +46 47 £70,000 +21.74% 8
South East +34 27 £60,000 -20.00% 7
East of England +18 20 £72,500 +11.54% 7
Yorkshire +5 19 £53,750 +0.47% 3
Midlands -4 14 £60,000 -14.29% 3
West Midlands +2 13 £60,000 -14.29% 3
South West -38 10 £57,500 -19.01% 4
East Midlands -2 1 - -
Amazon Redshift
UK

For the 6 months to 14 May 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.

1 440 (83.02%) AWS
2 350 (66.04%) SQL
3 315 (59.43%) Python
4 247 (46.60%) ETL
5 235 (44.34%) Analytics
6 232 (43.77%) GCP
7 218 (41.13%) Data Warehouse
8 209 (39.43%) Azure
9 197 (37.17%) Big Data
10 185 (34.91%) Data Engineering
11 176 (33.21%) Apache Spark
12 173 (32.64%) Business Intelligence
13 167 (31.51%) Agile Software Development
14 165 (31.13%) Google
15 164 (30.94%) Data Pipeline
16 156 (29.43%) Hadoop
17 147 (27.74%) Docker
18 144 (27.17%) Kubernetes
19 143 (26.98%) Software Engineering
20 141 (26.60%) Data Science
21 137 (25.85%) Amazon Athena
21 137 (25.85%) PostgreSQL
22 132 (24.91%) NoSQL
23 124 (23.40%) BigQuery
24 120 (22.64%) Jenkins
25 117 (22.08%) Tableau
26 115 (21.70%) Java
27 114 (21.51%) SQL Server
28 108 (20.38%) Snowflake Schema
28 108 (20.38%) Terraform

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
1 176 (33.21%) Apache Spark
2 63 (11.89%) Apache
3 58 (10.94%) Apache Airflow
4 30 (5.66%) Luigi
5 21 (3.96%) Confluence
6 10 (1.89%) SAS
7 5 (0.94%) Oracle Workflow
8 3 (0.57%) SharePoint
9 2 (0.38%) Apache Pig
9 2 (0.38%) Elasticsearch
9 2 (0.38%) Tomcat
10 1 (0.19%) ArcGIS
10 1 (0.19%) CMS
Applications
1 7 (1.32%) Microsoft Office
2 1 (0.19%) Weka
Business Applications
1 2 (0.38%) Oracle EBS
1 2 (0.38%) Sentinel
2 1 (0.19%) FastStats
2 1 (0.19%) FastStats PeopleStage
Cloud Services
1 440 (83.02%) AWS
2 232 (43.77%) GCP
3 209 (39.43%) Azure
4 104 (19.62%) Serverless
5 98 (18.49%) Amazon EMR
6 86 (16.23%) Amazon S3
7 79 (14.91%) AWS Lambda
8 68 (12.83%) Power Platform
9 63 (11.89%) IBM Cloud
10 58 (10.94%) Amazon EC2
11 45 (8.49%) Amazon ECS
12 42 (7.92%) Amazon Kinesis
13 39 (7.36%) AWS CloudFormation
14 36 (6.79%) Azure Data Factory
15 32 (6.04%) Azure Synapse Analytics
16 30 (5.66%) Cloud Functions
17 26 (4.91%) Google App Engine
18 25 (4.72%) Google Compute Engine
18 25 (4.72%) Google Container Engine
19 24 (4.53%) Apigee
Communications & Networking
1 8 (1.51%) FTP
2 2 (0.38%) HTTP
3 1 (0.19%) Firewall
3 1 (0.19%) VPN
Database & Business Intelligence
1 218 (41.13%) Data Warehouse
2 197 (37.17%) Big Data
3 156 (29.43%) Hadoop
4 137 (25.85%) Amazon Athena
4 137 (25.85%) PostgreSQL
5 132 (24.91%) NoSQL
6 124 (23.40%) BigQuery
7 117 (22.08%) Tableau
8 114 (21.51%) SQL Server
9 108 (20.38%) Snowflake Schema
10 90 (16.98%) MySQL
11 79 (14.91%) Data Lake
12 72 (13.58%) Looker
13 71 (13.40%) Neo4j
14 69 (13.02%) Amazon RDS
15 68 (12.83%) Power BI
16 65 (12.26%) Electronic Patient Records
17 62 (11.70%) Relational Database
18 59 (11.13%) SQL Server Integration Services
19 38 (7.17%) Amazon DynamoDB
Development Applications
1 120 (22.64%) Jenkins
2 69 (13.02%) Atlassian Bamboo
3 64 (12.08%) Vagrant
4 50 (9.43%) Git (software)
5 37 (6.98%) GitLab
6 33 (6.23%) JIRA
7 29 (5.47%) Artifactory
8 14 (2.64%) TeamCity
9 8 (1.51%) Grunt
9 8 (1.51%) gulp
9 8 (1.51%) Postman
9 8 (1.51%) Spinnaker
9 8 (1.51%) webpack
10 6 (1.13%) Bitbucket
10 6 (1.13%) Cucumber
10 6 (1.13%) Cypress.io
10 6 (1.13%) ERwin
10 6 (1.13%) Maven
10 6 (1.13%) Octopus Deploy
10 6 (1.13%) SonarQube
General
1 77 (14.53%) Social Skills
2 75 (14.15%) Finance
3 54 (10.19%) Analytical Skills
4 46 (8.68%) Retail
5 35 (6.60%) Marketing
6 32 (6.04%) Banking
7 24 (4.53%) Public Sector
8 14 (2.64%) Advertising
9 10 (1.89%) Brand Awareness
10 8 (1.51%) Manufacturing
11 7 (1.32%) Digital Economy
11 7 (1.32%) Documentation Skills
11 7 (1.32%) Games
11 7 (1.32%) Presentation Skills
12 6 (1.13%) Telecoms
13 4 (0.75%) Automotive
13 4 (0.75%) Financial Institution
13 4 (0.75%) Influencing Skills
13 4 (0.75%) Investment Banking
14 2 (0.38%) Organisational Skills
Job Titles
1 210 (39.62%) Data Engineer
2 85 (16.04%) AWS Engineer
3 72 (13.58%) Architect
4 68 (12.83%) Data Architect
4 68 (12.83%) Developer
5 55 (10.38%) Software Engineer
6 46 (8.68%) Java Engineer
7 45 (8.49%) Analyst
8 44 (8.30%) Java Software Engineer
9 43 (8.11%) Python Engineer
10 35 (6.60%) Big Data Engineer
11 34 (6.42%) Platform Engineer
12 31 (5.85%) AWS Architect
13 28 (5.28%) Platform Architect
14 25 (4.72%) Data Analyst
15 24 (4.53%) Big Data Software Engineer
15 24 (4.53%) Java Developer
16 23 (4.34%) Data Analytics Engineer
16 23 (4.34%) SQL Developer
17 22 (4.15%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 78 (14.72%) Spark Streaming
2 72 (13.58%) Kafka
3 45 (8.49%) Node.js
4 40 (7.55%) Web Services
5 31 (5.85%) React
6 25 (4.72%) Swagger
7 24 (4.53%) gRPC
7 24 (4.53%) OAuth
8 23 (4.34%) REST
9 17 (3.21%) Pandas
10 16 (3.02%) HTML
10 16 (3.02%) RESTful
11 15 (2.83%) CSS
11 15 (2.83%) Jest
11 15 (2.83%) JSON
11 15 (2.83%) PySpark
12 14 (2.64%) React Native
13 13 (2.45%) Redux
14 12 (2.26%) NumPy
15 10 (1.89%) Django
Miscellaneous
1 30 (5.66%) Greenfield Project
2 27 (5.09%) Data Structures
3 26 (4.91%) Hedge funds
4 21 (3.96%) User Experience
5 12 (2.26%) Cloud Native
6 10 (1.89%) Algorithms
6 10 (1.89%) Blog
7 9 (1.70%) Management Information System
8 8 (1.51%) Linux Command Line
8 8 (1.51%) NHS
9 7 (1.32%) Data Centre
10 6 (1.13%) Acoustics
10 6 (1.13%) Life Science
11 4 (0.75%) Video Conferencing
12 3 (0.57%) Clustering
12 3 (0.57%) Derivative
12 3 (0.57%) Digital Media
12 3 (0.57%) Mobile App
12 3 (0.57%) Robotics
12 3 (0.57%) Social Media
Operating Systems
1 15 (2.83%) Linux
2 14 (2.64%) Unix
3 2 (0.38%) Android
4 1 (0.19%) Apple iOS
4 1 (0.19%) Debian
4 1 (0.19%) Red Hat Enterprise Linux
4 1 (0.19%) Windows
Processes & Methodologies
1 247 (46.60%) ETL
2 235 (44.34%) Analytics
3 185 (34.91%) Data Engineering
4 173 (32.64%) Business Intelligence
5 167 (31.51%) Agile Software Development
6 164 (30.94%) Data Pipeline
7 143 (26.98%) Software Engineering
8 141 (26.60%) Data Science
9 100 (18.87%) DevOps
10 89 (16.79%) Data Modelling
10 89 (16.79%) Unit Testing
11 85 (16.04%) Continuous Integration
11 85 (16.04%) Data Munging
12 81 (15.28%) Artificial Intelligence
13 80 (15.09%) Visualisation
14 73 (13.77%) Configuration Management
14 73 (13.77%) Project Management
15 64 (12.08%) Open Source
16 62 (11.70%) Translating Business Requirements
17 59 (11.13%) Data Analytics
Programming Languages
1 350 (66.04%) SQL
2 315 (59.43%) Python
3 115 (21.70%) Java
4 32 (6.04%) Scala
5 30 (5.66%) JavaScript
6 24 (4.53%) C#
7 22 (4.15%) Go
8 21 (3.96%) R
9 18 (3.40%) Bash Shell
10 14 (2.64%) PowerShell
11 13 (2.45%) Ruby
12 10 (1.89%) C++
12 10 (1.89%) PL/SQL
13 9 (1.70%) C
14 5 (0.94%) Clojure
14 5 (0.94%) TypeScript
15 4 (0.75%) T-SQL
16 3 (0.57%) ES6
16 3 (0.57%) PHP
17 2 (0.38%) Kotlin
Qualifications
1 62 (11.70%) Degree
2 34 (6.42%) Computer Science Degree
3 9 (1.70%) SC Cleared
3 9 (1.70%) Security Cleared
4 5 (0.94%) AWS Certification
5 4 (0.75%) Numerate Degree
6 3 (0.57%) Master's Degree
7 1 (0.19%) DV Cleared
7 1 (0.19%) Sun Certification
7 1 (0.19%) TOGAF Certification
Quality Assurance & Compliance
1 21 (3.96%) QA
2 15 (2.83%) Data Quality
3 11 (2.08%) ISO/IEC 27001
4 10 (1.89%) GDPR
5 8 (1.51%) ISO 9001
6 1 (0.19%) Actionable Recommendations
System Software
1 147 (27.74%) Docker
2 63 (11.89%) VirtualBox
3 8 (1.51%) Active Directory
4 2 (0.38%) Apache Flume
4 2 (0.38%) HDFS
5 1 (0.19%) Lustre
Systems Management
1 144 (27.17%) Kubernetes
2 108 (20.38%) Terraform
3 81 (15.28%) Ansible
4 63 (11.89%) Docker Swarm
5 14 (2.64%) Istio
6 13 (2.45%) Opscode Chef
7 9 (1.70%) Puppet
8 8 (1.51%) Failover Clustering
9 4 (0.75%) Prometheus
10 2 (0.38%) Oozie
11 1 (0.19%) Hadoop YARN
11 1 (0.19%) Kibana
Vendors
1 165 (31.13%) Google
2 103 (19.43%) Talend
3 82 (15.47%) Informatica
4 80 (15.09%) Cloudera
5 77 (14.53%) Oracle
6 70 (13.21%) Hortonworks
7 66 (12.45%) IBM
8 56 (10.57%) Microsoft
9 34 (6.42%) Databricks
10 15 (2.83%) Cognos
11 14 (2.64%) SAP
11 14 (2.64%) Teradata
12 10 (1.89%) Salesforce.com
13 8 (1.51%) Snowplow
14 7 (1.32%) Alteryx
15 6 (1.13%) Cisco
15 6 (1.13%) MicroStrategy
15 6 (1.13%) TIBCO
16 4 (0.75%) Adobe
16 4 (0.75%) Salesforce Marketing Cloud