Period
to 5 December 2021

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Amazon Redshift skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon Redshift over the 6 months to 5 December 2021 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Amazon Redshift
Central London > City of London
6 months to
5 Dec 2021
Same period 2020 Same period 2019
Rank 153 112 187
Rank change year-on-year -41 +75 +52
Contract jobs citing Amazon Redshift 34 10 35
As % of all contract jobs advertised in the City of London 0.85% 0.50% 0.61%
As % of the Database & Business Intelligence category 3.51% 2.06% 2.43%
Number of daily rates quoted 26 7 23
10th Percentile £381 £430 £484
25th Percentile £470 £477 £513
Median daily rate (50th Percentile) £563 £600 £550
Median % change year-on-year -6.25% +9.09% -5.17%
75th Percentile £700 £613 £625
90th Percentile £815 £650 £725
Central London median daily rate £550 £600 £563
% change year-on-year -8.33% +6.57% -3.97%

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 contract job vacancies advertised in the City of London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
City of London
Contract vacancies with a requirement for database or business intelligence skills 968 486 1,442
As % of all contract IT jobs advertised in the City of London 24.15% 24.51% 25.08%
Number of daily rates quoted 750 369 1,143
10th Percentile £381 £350 £388
25th Percentile £481 £425 £450
Median daily rate (50th Percentile) £570 £525 £525
Median % change year-on-year +8.57% - -
75th Percentile £667 £625 £600
90th Percentile £738 £688 £675
Central London median daily rate £555 £525 £523
% change year-on-year +5.71% +0.48% -0.48%
Number of hourly rates quoted 4 4 3
10th Percentile £34.15 £20.60 £21.18
25th Percentile £35.50 £21.50 £21.21
Median hourly rate £47.75 £29.75 £22.33
Median % change year-on-year +60.50% +33.23% -25.05%
75th Percentile £65.13 £38.50 £39.50
90th Percentile £72.55 £38.95 £49.10
Central London median hourly rate £47.75 £29.75 £22.33
% change year-on-year +60.50% +33.23% -25.05%

Amazon Redshift
Job Vacancy Trend in the City of London

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

Job vacancy trend for Amazon Redshift in the City of London

Amazon Redshift
Contractor Daily Rate Trend in the City of London

3-month moving average daily rate quoted in jobs citing Amazon Redshift in the City of London.

Daily rate trend for Amazon Redshift in the City of London

Amazon Redshift
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing Amazon Redshift in the City of London over the 6 months to 5 December 2021.

Daily rate histogram for Amazon Redshift in the City of London

For the 6 months to 5 December 2021, IT contractor 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 contract job ads across the City of London region with a requirement for Amazon Redshift.

1 31 (91.18%) AWS
2 15 (44.12%) Python
3 14 (41.18%) Agile Software Development
3 14 (41.18%) Amazon S3
4 13 (38.24%) Data Warehouse
4 13 (38.24%) Data Modelling
5 12 (35.29%) Amazon Athena
5 12 (35.29%) SQL
6 10 (29.41%) Business Intelligence
6 10 (29.41%) Kafka
6 10 (29.41%) Serverless
6 10 (29.41%) Data Lake
7 9 (26.47%) AWS Lambda
7 9 (26.47%) Data Pipeline
7 9 (26.47%) Apache Spark
7 9 (26.47%) Big Data
7 9 (26.47%) ETL
8 8 (23.53%) Amazon EMR
8 8 (23.53%) Analytics
9 7 (20.59%) Social Skills
10 5 (14.71%) Terraform
10 5 (14.71%) Amazon RDS
10 5 (14.71%) Analytical Skills
10 5 (14.71%) Talend
10 5 (14.71%) Data Architecture
10 5 (14.71%) Software Engineering
11 4 (11.76%) Marketing
11 4 (11.76%) Data Integration
11 4 (11.76%) Java
11 4 (11.76%) Oracle

Amazon Redshift
Co-occurring IT Skills in the City of 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 9 (26.47%) Apache Spark
2 3 (8.82%) Apache
2 3 (8.82%) Jupyter
3 1 (2.94%) Apache Airflow
Business Applications
1 1 (2.94%) NetSuite
Cloud Services
1 31 (91.18%) AWS
2 14 (41.18%) Amazon S3
3 10 (29.41%) Serverless
4 9 (26.47%) AWS Lambda
5 8 (23.53%) Amazon EMR
6 4 (11.76%) Amazon Kinesis
6 4 (11.76%) Amazon SageMaker
6 4 (11.76%) GitHub
6 4 (11.76%) Power Platform
7 3 (8.82%) Amazon ECS
7 3 (8.82%) Snowflake
8 2 (5.88%) Amazon CloudWatch
8 2 (5.88%) Amazon EKS
8 2 (5.88%) AWS CloudFormation
8 2 (5.88%) AWS Step Functions
8 2 (5.88%) Matillion
9 1 (2.94%) Amazon SQS
9 1 (2.94%) GCP
9 1 (2.94%) IaaS
9 1 (2.94%) Microsoft 365
Database & Business Intelligence
1 13 (38.24%) Data Warehouse
2 12 (35.29%) Amazon Athena
3 10 (29.41%) Data Lake
4 9 (26.47%) Big Data
5 5 (14.71%) Amazon RDS
6 4 (11.76%) Amazon DynamoDB
6 4 (11.76%) Power BI
6 4 (11.76%) Relational Database
6 4 (11.76%) SQL Server
6 4 (11.76%) Tableau
7 3 (8.82%) Data Mart
7 3 (8.82%) Metadata
7 3 (8.82%) RDBMS
8 2 (5.88%) Amazon Aurora
8 2 (5.88%) Data Vault
8 2 (5.88%) Hadoop
8 2 (5.88%) MongoDB
8 2 (5.88%) Pentaho
8 2 (5.88%) PostgreSQL
8 2 (5.88%) Qlik Sense
Development Applications
1 2 (5.88%) JIRA
1 2 (5.88%) RStudio
2 1 (2.94%) GoCD
2 1 (2.94%) Jenkins
General
1 7 (20.59%) Social Skills
2 5 (14.71%) Analytical Skills
3 4 (11.76%) Marketing
4 2 (5.88%) Finance
4 2 (5.88%) Manufacturing
4 2 (5.88%) Public Sector
5 1 (2.94%) Advertising
Job Titles
1 13 (38.24%) Data Engineer
2 10 (29.41%) Architect
3 5 (14.71%) AWS Engineer
4 4 (11.76%) AWS Architect
4 4 (11.76%) Developer
4 4 (11.76%) Senior Data Engineer
5 3 (8.82%) Solutions Architect
6 2 (5.88%) Analyst
6 2 (5.88%) AWS Infrastructure Architect
6 2 (5.88%) Data Architect
6 2 (5.88%) Data Warehouse Architect
6 2 (5.88%) Infrastructure Architect
6 2 (5.88%) React Developer
6 2 (5.88%) Redshift Architect
7 1 (2.94%) Developer in Test
7 1 (2.94%) Scala Engineer
7 1 (2.94%) Senior Scala Engineer
7 1 (2.94%) SQL Analyst
7 1 (2.94%) Tableau Analyst
7 1 (2.94%) Test Automation Developer
Libraries, Frameworks & Software Standards
1 10 (29.41%) Kafka
2 2 (5.88%) React
3 1 (2.94%) .NET
3 1 (2.94%) AngularJS
3 1 (2.94%) JSON
3 1 (2.94%) Lambda Expressions
3 1 (2.94%) PySpark
3 1 (2.94%) Spring
3 1 (2.94%) Web Services
3 1 (2.94%) XML
Miscellaneous
1 3 (8.82%) Management Information System
2 1 (2.94%) Algorithms
2 1 (2.94%) Analytical Mindset
2 1 (2.94%) Data Structures
2 1 (2.94%) Hybrid Cloud
2 1 (2.94%) Linux Command Line
Operating Systems
1 1 (2.94%) Linux
1 1 (2.94%) Windows
Processes & Methodologies
1 14 (41.18%) Agile Software Development
2 13 (38.24%) Data Modelling
3 10 (29.41%) Business Intelligence
4 9 (26.47%) Data Pipeline
4 9 (26.47%) ETL
5 8 (23.53%) Analytics
6 5 (14.71%) Data Architecture
6 5 (14.71%) Software Engineering
7 4 (11.76%) Data Engineering
7 4 (11.76%) Data Integration
8 3 (8.82%) Business Case
8 3 (8.82%) Critical Thinking
8 3 (8.82%) Data Governance
8 3 (8.82%) Data Ingestion
8 3 (8.82%) Metadata Management
8 3 (8.82%) Problem-Solving
8 3 (8.82%) SDLC
8 3 (8.82%) Strategic Thinking
8 3 (8.82%) Technical Leadership
8 3 (8.82%) Visualisation
Programming Languages
1 15 (44.12%) Python
2 12 (35.29%) SQL
3 4 (11.76%) Java
4 3 (8.82%) TypeScript
5 2 (5.88%) Scala
6 1 (2.94%) JavaScript
6 1 (2.94%) PowerShell
Qualifications
1 3 (8.82%) AWS Certification
1 3 (8.82%) Degree
1 3 (8.82%) SC Cleared
1 3 (8.82%) Security Cleared
2 2 (5.88%) BPSS Clearance
3 1 (2.94%) Computer Science Degree
Quality Assurance & Compliance
1 2 (5.88%) SLA
2 1 (2.94%) Data Quality
System Software
1 2 (5.88%) Docker
2 1 (2.94%) Active Directory
Systems Management
1 5 (14.71%) Terraform
2 2 (5.88%) Kubernetes
Vendors
1 5 (14.71%) Talend
2 4 (11.76%) Oracle
3 3 (8.82%) Cloudera
3 3 (8.82%) Salesforce.com
4 2 (5.88%) Databricks
4 2 (5.88%) Microsoft
4 2 (5.88%) SAP
5 1 (2.94%) Google
5 1 (2.94%) Guidewire
5 1 (2.94%) MuleSoft
5 1 (2.94%) Salesforce Marketing Cloud