Period
to 28 October 2021

The following table provides summary statistics for contract job vacancies advertised in 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 28 October 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
England > London
6 months to
28 Oct 2021
Same period 2020 Same period 2019
Rank 399 197 288
Rank change year-on-year -202 +91 +151
Contract jobs citing Amazon Redshift 164 191 317
As % of all contract jobs advertised in London 0.45% 1.33% 0.87%
As % of the Database & Business Intelligence category 1.91% 5.27% 3.51%
Number of daily rates quoted 111 179 196
10th Percentile £425 £475 £463
25th Percentile £469 £500 £513
Median daily rate (50th Percentile) £545 £550 £575
Median % change year-on-year -0.91% -4.35% +4.55%
75th Percentile £638 £713 £666
90th Percentile £700 £750 £738
England median daily rate £550 £550 £550
Number of hourly rates quoted 1 0 3
10th Percentile " " "
25th Percentile £52.50 " £51.25
Median hourly rate £55.00 - £52.50
75th Percentile £57.50 " £53.75
90th Percentile " " "
England median hourly rate £20.00 - £52.50

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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 8,603 3,627 9,020
As % of all contract IT jobs advertised in London 23.71% 25.25% 24.68%
Number of daily rates quoted 6,298 2,601 6,659
10th Percentile £400 £350 £363
25th Percentile £469 £425 £425
Median daily rate (50th Percentile) £550 £525 £525
Median % change year-on-year +4.76% - -
75th Percentile £675 £625 £613
90th Percentile £740 £700 £700
England median daily rate £525 £498 £480
% change year-on-year +5.47% +3.71% +1.05%
Number of hourly rates quoted 43 22 52
10th Percentile £17.06 £20.10 £15.27
25th Percentile £24.50 £26.44 £21.00
Median hourly rate £34.50 £37.71 £29.98
Median % change year-on-year -8.52% +25.79% +1.10%
75th Percentile £53.75 £41.50 £45.46
90th Percentile £63.10 £53.41 £51.25
England median hourly rate £34.00 £27.23 £30.00
% change year-on-year +24.86% -9.23% +7.66%

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
Contractor Daily Rate Trend in London

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

Daily rate trend for Amazon Redshift in London

Amazon Redshift
Daily Rate Histogram in London

Daily rate distribution for jobs citing Amazon Redshift in London over the 6 months to 28 October 2021.

Daily rate histogram for Amazon Redshift in London

Amazon Redshift
Contractor Hourly Rate Trend in London

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

Hourly rate trend for Amazon Redshift in London

Amazon Redshift
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Amazon Redshift within the London region over the 6 months to 28 October 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -46 26 £514 -14.38% 20
South London -4 6 £663 +6.00% 1
Amazon Redshift
England

For the 6 months to 28 October 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 London region with a requirement for Amazon Redshift.

1 149 (90.85%) AWS
2 95 (57.93%) Python
3 80 (48.78%) SQL
4 62 (37.80%) Amazon S3
5 60 (36.59%) Data Warehouse
5 60 (36.59%) Agile Software Development
6 52 (31.71%) Apache Spark
7 51 (31.10%) Analytics
8 47 (28.66%) Data Pipeline
9 46 (28.05%) Big Data
10 42 (25.61%) Kafka
11 40 (24.39%) Data Modelling
11 40 (24.39%) ETL
11 40 (24.39%) Snowflake
12 38 (23.17%) Serverless
12 38 (23.17%) Business Intelligence
13 37 (22.56%) BigQuery
14 36 (21.95%) GCP
14 36 (21.95%) Data Science
14 36 (21.95%) Java
15 33 (20.12%) AWS Lambda
16 30 (18.29%) Data Lake
17 29 (17.68%) Terraform
17 29 (17.68%) Amazon Athena
18 28 (17.07%) Kubernetes
18 28 (17.07%) DevOps
19 27 (16.46%) Tableau
20 25 (15.24%) Amazon EMR
20 25 (15.24%) Visualisation
20 25 (15.24%) Amazon EC2

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 52 (31.71%) Apache Spark
2 20 (12.20%) Apache Airflow
3 12 (7.32%) Apache
4 7 (4.27%) Luigi
5 5 (3.05%) Confluence
5 5 (3.05%) Jupyter
6 2 (1.22%) Cloud Foundry
6 2 (1.22%) Oracle Workflow
7 1 (0.61%) Elasticsearch
7 1 (0.61%) PowerExchange
7 1 (0.61%) SAS
Business Applications
1 3 (1.83%) NetSuite
2 1 (0.61%) Infor M3
2 1 (0.61%) Sentinel
Cloud Services
1 149 (90.85%) AWS
2 62 (37.80%) Amazon S3
3 40 (24.39%) Snowflake
4 38 (23.17%) Serverless
5 36 (21.95%) GCP
6 33 (20.12%) AWS Lambda
7 25 (15.24%) Amazon EC2
7 25 (15.24%) Amazon EMR
8 20 (12.20%) Power Platform
9 18 (10.98%) Amazon Kinesis
9 18 (10.98%) Azure
10 15 (9.15%) AWS CloudFormation
11 14 (8.54%) Amazon ECS
11 14 (8.54%) Amazon SQS
11 14 (8.54%) GitHub
12 7 (4.27%) Amazon SageMaker
12 7 (4.27%) AWS Step Functions
12 7 (4.27%) dbt
13 6 (3.66%) Amazon EKS
13 6 (3.66%) Matillion
Communications & Networking
1 1 (0.61%) Firewall
1 1 (0.61%) Internet
Database & Business Intelligence
1 60 (36.59%) Data Warehouse
2 46 (28.05%) Big Data
3 37 (22.56%) BigQuery
4 30 (18.29%) Data Lake
5 29 (17.68%) Amazon Athena
6 27 (16.46%) Tableau
7 24 (14.63%) Amazon RDS
8 20 (12.20%) NoSQL
8 20 (12.20%) Power BI
9 18 (10.98%) Amazon DynamoDB
10 16 (9.76%) Hadoop
10 16 (9.76%) PostgreSQL
10 16 (9.76%) Relational Database
11 13 (7.93%) MongoDB
12 12 (7.32%) Apache Hive
12 12 (7.32%) SQL Server
13 10 (6.10%) Apache Cassandra
13 10 (6.10%) MySQL
14 8 (4.88%) Looker
15 6 (3.66%) Flink
Development Applications
1 22 (13.41%) Jenkins
2 13 (7.93%) JIRA
3 8 (4.88%) RStudio
4 6 (3.66%) Git (software)
5 5 (3.05%) Artifactory
5 5 (3.05%) GoCD
6 4 (2.44%) CircleCI
7 2 (1.22%) ERwin
7 2 (1.22%) GitLab
7 2 (1.22%) Oracle APEX
8 1 (0.61%) Atlassian Bamboo
8 1 (0.61%) Bitbucket
8 1 (0.61%) git-flow
General
1 25 (15.24%) Social Skills
2 19 (11.59%) Finance
3 17 (10.37%) Analytical Skills
4 12 (7.32%) Marketing
5 5 (3.05%) Front Office
5 5 (3.05%) Public Sector
6 4 (2.44%) Banking
6 4 (2.44%) Games
6 4 (2.44%) Law
7 3 (1.83%) Presentation Skills
8 2 (1.22%) Influencing Skills
8 2 (1.22%) Manufacturing
8 2 (1.22%) Publishing
9 1 (0.61%) Advertising
9 1 (0.61%) Documentation Skills
9 1 (0.61%) Financial Institution
9 1 (0.61%) Retail
9 1 (0.61%) Retail Banking
Job Titles
1 64 (39.02%) Data Engineer
2 30 (18.29%) Architect
3 29 (17.68%) AWS Engineer
4 18 (10.98%) Data Architect
5 14 (8.54%) AWS Architect
5 14 (8.54%) Senior Data Engineer
6 12 (7.32%) Developer
7 9 (5.49%) Python Engineer
8 7 (4.27%) AWS DevOps
9 6 (3.66%) Big Data Engineer
9 6 (3.66%) DevOps Engineer
9 6 (3.66%) Lead Architect
10 5 (3.05%) Analyst
10 5 (3.05%) Lead Data Architect
10 5 (3.05%) Senior DevOps
11 4 (2.44%) Infrastructure Architect
11 4 (2.44%) Migration Manager
11 4 (2.44%) Programme Manager
11 4 (2.44%) Project Manager
11 4 (2.44%) Solutions Architect
Libraries, Frameworks & Software Standards
1 42 (25.61%) Kafka
2 15 (9.15%) Web Services
3 10 (6.10%) PySpark
4 9 (5.49%) Node.js
5 7 (4.27%) Spark Streaming
6 6 (3.66%) JSON
7 5 (3.05%) J2EE
7 5 (3.05%) J2SE
8 4 (2.44%) RESTful
9 3 (1.83%) AngularJS
9 3 (1.83%) Lambda Expressions
9 3 (1.83%) React
9 3 (1.83%) REST
9 3 (1.83%) XML
10 2 (1.22%) .NET
10 2 (1.22%) FastAPI
10 2 (1.22%) GraphQL
10 2 (1.22%) Jest
10 2 (1.22%) Oracle GoldenGate
10 2 (1.22%) Spring
Miscellaneous
1 7 (4.27%) Data Structures
2 6 (3.66%) Algorithms
2 6 (3.66%) Management Information System
3 4 (2.44%) Cloud Native
4 3 (1.83%) Greenfield Project
4 3 (1.83%) NHS
4 3 (1.83%) Self-Motivation
5 2 (1.22%) Data Centre
5 2 (1.22%) Enterprise Software
5 2 (1.22%) Legacy Systems
5 2 (1.22%) Online Gambling
6 1 (0.61%) Analytical Mindset
6 1 (0.61%) Data Protection Act
6 1 (0.61%) Hybrid Cloud
6 1 (0.61%) Internet of Things
6 1 (0.61%) Legacy Applications
6 1 (0.61%) Life Science
6 1 (0.61%) Linux Command Line
6 1 (0.61%) Social Media
6 1 (0.61%) User Experience
Operating Systems
1 8 (4.88%) Linux
2 5 (3.05%) Unix
3 4 (2.44%) Windows
4 2 (1.22%) Mac OS
Processes & Methodologies
1 60 (36.59%) Agile Software Development
2 51 (31.10%) Analytics
3 47 (28.66%) Data Pipeline
4 40 (24.39%) Data Modelling
4 40 (24.39%) ETL
5 38 (23.17%) Business Intelligence
6 36 (21.95%) Data Science
7 28 (17.07%) DevOps
8 25 (15.24%) Visualisation
9 24 (14.63%) Data Engineering
10 22 (13.41%) Migration
11 21 (12.80%) Data Architecture
12 20 (12.20%) Software Engineering
13 19 (11.59%) Data Transformation
14 18 (10.98%) Data Integration
14 18 (10.98%) Machine Learning
15 17 (10.37%) Scrum
16 15 (9.15%) SDLC
17 14 (8.54%) Problem-Solving
18 11 (6.71%) Decision-Making
Programming Languages
1 95 (57.93%) Python
2 80 (48.78%) SQL
3 36 (21.95%) Java
4 14 (8.54%) Scala
5 11 (6.71%) Go
6 9 (5.49%) C++
7 6 (3.66%) TypeScript
8 5 (3.05%) PL/SQL
9 4 (2.44%) Shell Script
10 3 (1.83%) JavaScript
10 3 (1.83%) PowerShell
11 2 (1.22%) LookML
11 2 (1.22%) Ruby
12 1 (0.61%) C#
12 1 (0.61%) Data Analysis Expressions (DAX)
12 1 (0.61%) R
Qualifications
1 22 (13.41%) AWS Certification
2 11 (6.71%) Degree
3 8 (4.88%) Computer Science Degree
4 5 (3.05%) SC Cleared
4 5 (3.05%) Security Cleared
5 2 (1.22%) PRINCE2 Practitioner
6 1 (0.61%) BPSS Clearance
Quality Assurance & Compliance
1 9 (5.49%) Data Quality
2 6 (3.66%) QA
3 5 (3.05%) GDPR
4 2 (1.22%) Accessibility
4 2 (1.22%) NCSC
5 1 (0.61%) IFRS
System Software
1 22 (13.41%) Docker
2 2 (1.22%) Active Directory
Systems Management
1 29 (17.68%) Terraform
2 28 (17.07%) Kubernetes
3 6 (3.66%) Ansible
4 1 (0.61%) Control-M
4 1 (0.61%) Marathon
4 1 (0.61%) Mesos
Vendors
1 24 (14.63%) Google
2 15 (9.15%) Oracle
3 13 (7.93%) Databricks
4 10 (6.10%) Teradata
5 8 (4.88%) Salesforce.com
6 7 (4.27%) Netezza
7 6 (3.66%) Informatica
7 6 (3.66%) Microsoft
8 5 (3.05%) Vertica
9 4 (2.44%) Cloudera
10 3 (1.83%) Guidewire
10 3 (1.83%) Salesforce Marketing Cloud
11 2 (1.22%) Alteryx
11 2 (1.22%) Amplitude
11 2 (1.22%) AppDynamics
11 2 (1.22%) Atlassian
11 2 (1.22%) Hortonworks
11 2 (1.22%) MuleSoft
11 2 (1.22%) Splunk
11 2 (1.22%) Talend