Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 12 May 2021

The following table provides summary statistics for permanent job vacancies advertised in London 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 12 May 2021 with a comparison to the same period in the previous 2 years.

Amazon Redshift
England > London
6 months to
12 May 2021		 Same period 2020 Same period 2019
Rank 277 313 354
Rank change year-on-year +36 +41 +225
Permanent jobs citing Amazon Redshift 375 395 529
As % of all permanent jobs advertised in London 1.13% 0.97% 0.90%
As % of the Database & Business Intelligence category 3.88% 3.48% 3.09%
Number of salaries quoted 313 342 457
10th Percentile £46,250 £52,500 £50,000
25th Percentile £55,000 £63,750 £62,500
Median annual salary (50th Percentile) £75,000 £80,000 £80,000
Median % change year-on-year -6.25% - +18.52%
75th Percentile £87,500 £115,000 £102,500
90th Percentile £95,000 £139,875 £115,000
England median annual salary £70,000 £75,000 £75,000
% change year-on-year -6.67% - +20.00%

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 advertised in London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 9,653 11,357 17,132
As % of all permanent IT jobs advertised in London 29.08% 27.79% 29.09%
Number of salaries quoted 7,154 9,365 14,350
10th Percentile £43,750 £40,000 £38,750
25th Percentile £52,527 £50,000 £47,500
Median annual salary (50th Percentile) £70,000 £65,000 £65,000
Median % change year-on-year +7.69% - +8.33%
75th Percentile £87,500 £85,000 £82,500
90th Percentile £102,500 £105,000 £95,000
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

Amazon Redshift
Job Vacancy Trend in London

Job postings citing Amazon Redshift as a proportion of all IT jobs advertised in London.

Job vacancy trend for Amazon Redshift in London

Amazon Redshift
Salary Trend in London

3-month moving average salary quoted in jobs citing Amazon Redshift in London.

Salary trend for Amazon Redshift in London

Amazon Redshift
Salary Histogram in London

Salary distribution for jobs citing Amazon Redshift in London over the 6 months to 12 May 2021.

Salary histogram for Amazon Redshift in London

Amazon Redshift
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon Redshift within the London region over the 6 months to 12 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
Central London +82 79 £75,000 +7.14% 18
West London +34 8 £75,000 +15.38% 2
South London 0 4 £56,250 -25.00%
Amazon Redshift
England

For the 6 months to 12 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 London region with a requirement for Amazon Redshift.

1 312 (83.20%) AWS
2 263 (70.13%) SQL
3 236 (62.93%) Python
4 202 (53.87%) GCP
5 186 (49.60%) Analytics
6 180 (48.00%) ETL
7 163 (43.47%) Big Data
8 153 (40.80%) Data Engineering
9 149 (39.73%) Google
10 147 (39.20%) Apache Spark
11 143 (38.13%) Azure
12 140 (37.33%) Data Pipeline
13 139 (37.07%) Agile Software Development
14 132 (35.20%) Docker
15 131 (34.93%) Hadoop
16 130 (34.67%) Kubernetes
17 129 (34.40%) Software Engineering
18 119 (31.73%) Data Warehouse
19 114 (30.40%) Data Science
20 111 (29.60%) Jenkins
21 110 (29.33%) BigQuery
22 106 (28.27%) NoSQL
23 99 (26.40%) Java
24 97 (25.87%) Business Intelligence
25 96 (25.60%) Serverless
26 95 (25.33%) Amazon Athena
27 90 (24.00%) Tableau
28 89 (23.73%) Amazon EMR
29 84 (22.40%) Terraform
29 84 (22.40%) PostgreSQL

Amazon Redshift
Co-occurring IT Skills in London 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
1 147 (39.20%) Apache Spark
2 47 (12.53%) Apache Airflow
3 45 (12.00%) Apache
4 26 (6.93%) Luigi
5 9 (2.40%) Confluence
6 5 (1.33%) Oracle Workflow
7 4 (1.07%) SAS
8 2 (0.53%) Apache Pig
8 2 (0.53%) Elasticsearch
8 2 (0.53%) SharePoint
8 2 (0.53%) Tomcat
9 1 (0.27%) CMS
Applications
1 6 (1.60%) Microsoft Office
2 1 (0.27%) Microsoft Excel
2 1 (0.27%) Weka
Business Applications
1 2 (0.53%) Sentinel
2 1 (0.27%) FastStats
2 1 (0.27%) FastStats PeopleStage
2 1 (0.27%) Oracle EBS
Cloud Services
1 312 (83.20%) AWS
2 202 (53.87%) GCP
3 143 (38.13%) Azure
4 96 (25.60%) Serverless
5 89 (23.73%) Amazon EMR
6 71 (18.93%) AWS Lambda
7 66 (17.60%) Amazon S3
8 63 (16.80%) IBM Cloud
9 52 (13.87%) Amazon EC2
10 37 (9.87%) Amazon ECS
11 36 (9.60%) Power Platform
12 30 (8.00%) Cloud Functions
13 26 (6.93%) Google App Engine
14 25 (6.67%) Google Compute Engine
14 25 (6.67%) Google Container Engine
15 24 (6.40%) Apigee
15 24 (6.40%) AWS CloudFormation
16 22 (5.87%) Amazon Kinesis
17 19 (5.07%) Amazon SQS
18 16 (4.27%) Azure Data Factory
Communications & Networking
1 2 (0.53%) HTTP
2 1 (0.27%) Firewall
2 1 (0.27%) VPN
Database & Business Intelligence
1 163 (43.47%) Big Data
2 131 (34.93%) Hadoop
3 119 (31.73%) Data Warehouse
4 110 (29.33%) BigQuery
5 106 (28.27%) NoSQL
6 95 (25.33%) Amazon Athena
7 90 (24.00%) Tableau
8 84 (22.40%) PostgreSQL
9 67 (17.87%) Neo4j
10 65 (17.33%) Electronic Patient Records
11 63 (16.80%) Amazon RDS
11 63 (16.80%) Snowflake Schema
12 56 (14.93%) Looker
12 56 (14.93%) MySQL
13 50 (13.33%) SQL Server
14 37 (9.87%) Relational Database
15 36 (9.60%) Power BI
16 33 (8.80%) Data Lake
17 29 (7.73%) Amazon DynamoDB
18 21 (5.60%) Azkaban
Development Applications
1 111 (29.60%) Jenkins
2 65 (17.33%) Atlassian Bamboo
3 64 (17.07%) Vagrant
4 36 (9.60%) GitLab
5 28 (7.47%) Git (software)
6 25 (6.67%) Artifactory
7 20 (5.33%) JIRA
8 8 (2.13%) TeamCity
9 6 (1.60%) Cucumber
9 6 (1.60%) ERwin
9 6 (1.60%) SonarQube
10 5 (1.33%) Cypress.io
10 5 (1.33%) ER Studio
10 5 (1.33%) PowerDesigner
11 4 (1.07%) Oracle APEX
11 4 (1.07%) Sonatype Nexus
11 4 (1.07%) Spinnaker
12 3 (0.80%) Subversion
12 3 (0.80%) Toad
12 3 (0.80%) TortoiseSVN
General
1 67 (17.87%) Finance
2 48 (12.80%) Social Skills
3 43 (11.47%) Analytical Skills
4 32 (8.53%) Banking
5 29 (7.73%) Marketing
6 21 (5.60%) Retail
7 13 (3.47%) Advertising
8 10 (2.67%) Brand Awareness
9 6 (1.60%) Manufacturing
9 6 (1.60%) Presentation Skills
9 6 (1.60%) Telecoms
10 4 (1.07%) Automotive
10 4 (1.07%) Financial Institution
10 4 (1.07%) Games
10 4 (1.07%) Influencing Skills
10 4 (1.07%) Investment Banking
11 2 (0.53%) Czech Language
11 2 (0.53%) Digital Economy
11 2 (0.53%) Law
11 2 (0.53%) Organisational Skills
Job Titles
1 136 (36.27%) Data Engineer
2 69 (18.40%) AWS Engineer
3 54 (14.40%) Architect
4 51 (13.60%) Data Architect
5 48 (12.80%) Software Engineer
6 47 (12.53%) Developer
7 44 (11.73%) Java Engineer
8 43 (11.47%) Java Software Engineer
9 37 (9.87%) Python Engineer
10 34 (9.07%) Analyst
10 34 (9.07%) Platform Engineer
11 28 (7.47%) Big Data Engineer
11 28 (7.47%) Platform Architect
12 24 (6.40%) Java Developer
13 23 (6.13%) Big Data Software Engineer
13 23 (6.13%) SQL Developer
14 22 (5.87%) AWS Software Engineer
14 22 (5.87%) Data Analytics Engineer
15 21 (5.60%) Developer/Software Engineer
15 21 (5.60%) Java Software Developer
Libraries, Frameworks & Software Standards
1 72 (19.20%) Spark Streaming
2 50 (13.33%) Kafka
3 37 (9.87%) Web Services
4 24 (6.40%) gRPC
4 24 (6.40%) Node.js
4 24 (6.40%) OAuth
4 24 (6.40%) Swagger
5 21 (5.60%) React
6 18 (4.80%) REST
7 12 (3.20%) Pandas
7 12 (3.20%) PySpark
8 11 (2.93%) JSON
9 10 (2.67%) NumPy
10 9 (2.40%) Jest
10 9 (2.40%) Matplotlib
10 9 (2.40%) React Native
10 9 (2.40%) TensorFlow
11 8 (2.13%) XGBoost
12 7 (1.87%) D3.js
12 7 (1.87%) scikit-learn
Miscellaneous
1 26 (6.93%) Hedge funds
2 23 (6.13%) Greenfield Project
3 18 (4.80%) Data Structures
4 12 (3.20%) User Experience
5 10 (2.67%) Cloud Native
6 7 (1.87%) NHS
7 6 (1.60%) Acoustics
7 6 (1.60%) Blog
7 6 (1.60%) Life Science
8 5 (1.33%) Management Information System
9 4 (1.07%) Algorithms
9 4 (1.07%) Video Conferencing
10 3 (0.80%) Clustering
10 3 (0.80%) Data Centre
10 3 (0.80%) Derivative
10 3 (0.80%) Digital Media
10 3 (0.80%) Robotics
10 3 (0.80%) Social Media
11 2 (0.53%) Enterprise Software
11 2 (0.53%) Mobile App
Operating Systems
1 5 (1.33%) Linux
2 4 (1.07%) Unix
3 2 (0.53%) Android
4 1 (0.27%) Apple iOS
4 1 (0.27%) Debian
4 1 (0.27%) Red Hat Enterprise Linux
4 1 (0.27%) Windows
Processes & Methodologies
1 186 (49.60%) Analytics
2 180 (48.00%) ETL
3 153 (40.80%) Data Engineering
4 140 (37.33%) Data Pipeline
5 139 (37.07%) Agile Software Development
6 129 (34.40%) Software Engineering
7 114 (30.40%) Data Science
8 97 (25.87%) Business Intelligence
9 79 (21.07%) Continuous Integration
9 79 (21.07%) Unit Testing
10 77 (20.53%) Data Munging
11 73 (19.47%) Artificial Intelligence
11 73 (19.47%) Configuration Management
12 67 (17.87%) Project Management
13 66 (17.60%) DevOps
14 60 (16.00%) Translating Business Requirements
15 57 (15.20%) Open Source
15 57 (15.20%) Visualisation
16 49 (13.07%) Data Modelling
17 45 (12.00%) Data Analytics
Programming Languages
1 263 (70.13%) SQL
2 236 (62.93%) Python
3 99 (26.40%) Java
4 23 (6.13%) Scala
5 21 (5.60%) Go
6 19 (5.07%) JavaScript
7 14 (3.73%) PowerShell
8 13 (3.47%) R
8 13 (3.47%) Ruby
9 9 (2.40%) Bash Shell
9 9 (2.40%) C#
10 7 (1.87%) C
11 6 (1.60%) PL/SQL
12 5 (1.33%) Clojure
13 4 (1.07%) C++
13 4 (1.07%) T-SQL
14 3 (0.80%) PHP
15 2 (0.53%) ES6
15 2 (0.53%) Kotlin
16 1 (0.27%) Java 8
Qualifications
1 38 (10.13%) Degree
2 22 (5.87%) Computer Science Degree
3 7 (1.87%) SC Cleared
3 7 (1.87%) Security Cleared
4 4 (1.07%) AWS Certification
4 4 (1.07%) Numerate Degree
5 3 (0.80%) Master's Degree
6 1 (0.27%) DV Cleared
6 1 (0.27%) Sun Certification
6 1 (0.27%) TOGAF Certification
Quality Assurance & Compliance
1 14 (3.73%) QA
2 6 (1.60%) Data Quality
3 2 (0.53%) ISO/IEC 27001
4 1 (0.27%) Actionable Recommendations
4 1 (0.27%) GDPR
System Software
1 132 (35.20%) Docker
2 63 (16.80%) VirtualBox
3 8 (2.13%) Active Directory
4 2 (0.53%) Apache Flume
5 1 (0.27%) Lustre
Systems Management
1 130 (34.67%) Kubernetes
2 84 (22.40%) Terraform
3 72 (19.20%) Ansible
4 63 (16.80%) Docker Swarm
5 13 (3.47%) Istio
5 13 (3.47%) Opscode Chef
6 9 (2.40%) Puppet
7 8 (2.13%) Failover Clustering
8 4 (1.07%) Prometheus
9 2 (0.53%) Oozie
10 1 (0.27%) Kibana
Vendors
1 149 (39.73%) Google
2 81 (21.60%) Talend
3 70 (18.67%) Informatica
4 69 (18.40%) Cloudera
5 66 (17.60%) Hortonworks
6 64 (17.07%) IBM
7 56 (14.93%) Oracle
8 26 (6.93%) Microsoft
9 10 (2.67%) Databricks
10 9 (2.40%) SAP
10 9 (2.40%) Teradata
11 8 (2.13%) Salesforce.com
12 7 (1.87%) Alteryx
13 6 (1.60%) Cisco
14 4 (1.07%) Birst
15 3 (0.80%) Adobe
15 3 (0.80%) Cognos
15 3 (0.80%) Salesforce Marketing Cloud
16 2 (0.53%) Sage
16 2 (0.53%) Snowplow