Period
to 29 November 2020

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 29 November 2020 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
29 Nov 2020
Same period 2019 Same period 2018
Rank 219 280 423
Rank change year-on-year +61 +143 +73
Contract jobs citing Amazon Redshift 164 297 215
As % of all contract jobs advertised in London 1.03% 0.85% 0.46%
As % of the Database & Business Intelligence category 4.22% 3.52% 1.90%
Number of daily rates quoted 163 186 173
Median daily rate £550 £573 £550
Median daily rate % change year-on-year -3.93% +4.09% +10.00%
10th Percentile £475 £456 £425
90th Percentile £750 £725 £688
England median daily rate £550 £550 £550
Number of hourly rates quoted 0 3 1
Median hourly rate - £52.50 £35.00
Median hourly rate % change year-on-year - +50.00% -39.13%
England median hourly rate £35.00 £52.50 £35.00
% change year-on-year -33.33% +50.00% -39.13%

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 3,889 8,446 11,325
As % of all contract IT jobs advertised in London 24.50% 24.18% 24.42%
Number of daily rates quoted 2,607 6,084 8,471
Median daily rate £525 £525 £525
10th Percentile £349 £363 £363
90th Percentile £700 £700 £675
England median daily rate £488 £475 £475
% change year-on-year +2.63% - +3.26%
Number of hourly rates quoted 38 61 50
Median hourly rate £37.71 £35.00 £27.62
Median hourly rate % change year-on-year +7.75% +26.74% +1.68%
10th Percentile £24.10 £15.49 £18.95
90th Percentile £64.93 £55.50 £47.53
Median hourly rate £35.00 £30.00 £32.48
% change year-on-year +16.67% -7.62% +3.10%

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 29 November 2020.

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 29 November 2020. 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 +71 9 £563 +2.27% 12
South London +21 9 £625 +25.00% 1
Amazon Redshift
England

For the 6 months to 29 November 2020, 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.

1 153 (93.29%) AWS
2 142 (86.59%) Python
3 110 (67.07%) DevOps
4 108 (65.85%) AWS Lambda
4 108 (65.85%) Serverless
5 107 (65.24%) Docker
5 107 (65.24%) Kubernetes
5 107 (65.24%) Finance
6 104 (63.41%) Web Services
7 102 (62.20%) Amazon ECS
8 98 (59.76%) Java
8 98 (59.76%) Asset Management
9 92 (56.10%) Agile Software Development
9 92 (56.10%) Artifactory
10 89 (54.27%) Jenkins
11 88 (53.66%) SQL
12 85 (51.83%) Software Engineering
13 71 (43.29%) GCP
14 70 (42.68%) Azure
15 67 (40.85%) MySQL
16 65 (39.63%) PostgreSQL
17 64 (39.02%) Google
17 64 (39.02%) Apache
18 63 (38.41%) SQL Server
18 63 (38.41%) Banking
18 63 (38.41%) Investment Management
18 63 (38.41%) Microservices
19 62 (37.80%) Amazon S3
19 62 (37.80%) Hedge funds
20 60 (36.59%) gRPC

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 64 (39.02%) Apache
2 10 (6.10%) Apache Spark
3 8 (4.88%) Jupyter
4 5 (3.05%) Apache Airflow
5 4 (2.44%) Confluence
5 4 (2.44%) SAS
6 3 (1.83%) Elasticsearch
6 3 (1.83%) nginx
7 1 (0.61%) Apache Pig
7 1 (0.61%) JBoss
7 1 (0.61%) Liferay
7 1 (0.61%) Luigi
7 1 (0.61%) Tomcat
Applications
1 1 (0.61%) CINEMA 4D
1 1 (0.61%) Houdini
1 1 (0.61%) Maya
1 1 (0.61%) Microsoft Excel
1 1 (0.61%) MODO
1 1 (0.61%) MS Visio
Cloud Services
1 153 (93.29%) AWS
2 108 (65.85%) AWS Lambda
2 108 (65.85%) Serverless
3 102 (62.20%) Amazon ECS
4 71 (43.29%) GCP
5 70 (42.68%) Azure
6 62 (37.80%) Amazon S3
7 55 (33.54%) Apigee
8 45 (27.44%) Amazon EC2
9 44 (26.83%) AWS CloudFormation
10 42 (25.61%) Amazon SQS
11 36 (21.95%) OpenShift
12 7 (4.27%) Amazon EMR
13 5 (3.05%) Amazon Kinesis
14 4 (2.44%) Amazon EKS
14 4 (2.44%) Virtual Private Cloud
15 3 (1.83%) Amazon CloudWatch
15 3 (1.83%) Amazon Glacier
15 3 (1.83%) Amazon SageMaker
15 3 (1.83%) Power Platform
Communications & Networking
1 1 (0.61%) DNS
1 1 (0.61%) HTTP
1 1 (0.61%) SAN
1 1 (0.61%) SMTP
1 1 (0.61%) SNMP
Database & Business Intelligence
1 67 (40.85%) MySQL
2 65 (39.63%) PostgreSQL
3 63 (38.41%) SQL Server
4 51 (31.10%) Data Warehouse
5 49 (29.88%) Amazon RDS
6 21 (12.80%) Amazon Athena
7 20 (12.20%) Tableau
8 15 (9.15%) Big Data
8 15 (9.15%) Looker
9 14 (8.54%) Data Lake
10 12 (7.32%) Amazon DynamoDB
10 12 (7.32%) Relational Database
11 9 (5.49%) BigQuery
11 9 (5.49%) NoSQL
12 8 (4.88%) Hadoop
13 7 (4.27%) Snowflake Schema
14 5 (3.05%) Amazon QuickSight
14 5 (3.05%) Pentaho
15 4 (2.44%) BusinessObjects
16 3 (1.83%) Star Schema
Development Applications
1 92 (56.10%) Artifactory
2 89 (54.27%) Jenkins
3 56 (34.15%) GitLab
4 24 (14.63%) RStudio
5 5 (3.05%) ERwin
5 5 (3.05%) JIRA
6 4 (2.44%) Bitbucket
6 4 (2.44%) Git (software)
7 2 (1.22%) Vagrant
8 1 (0.61%) Atlassian Bamboo
8 1 (0.61%) ER Studio
8 1 (0.61%) Maven
General
1 107 (65.24%) Finance
2 63 (38.41%) Banking
3 38 (23.17%) Front Office
4 24 (14.63%) Back Office
5 8 (4.88%) Advertising
6 7 (4.27%) Marketing
7 5 (3.05%) Games
7 5 (3.05%) Legal
8 2 (1.22%) Investment Banking
8 2 (1.22%) Law
8 2 (1.22%) Retail
9 1 (0.61%) Publishing
9 1 (0.61%) Retail Banking
Job Titles
1 76 (46.34%) AWS Engineer
2 58 (35.37%) Developer
3 50 (30.49%) AWS Developer
4 49 (29.88%) Java Developer
4 49 (29.88%) Java Engineer
5 48 (29.27%) Java Software Developer
6 37 (22.56%) SQL Developer
7 36 (21.95%) AWS Software Engineer
7 36 (21.95%) Developer/Software Engineer
7 36 (21.95%) Java Software Engineer
7 36 (21.95%) Software Engineer
8 30 (18.29%) AWS DevOps
9 27 (16.46%) Data Engineer
10 26 (15.85%) DevOps Engineer
11 25 (15.24%) AWS DevOps Engineer
11 25 (15.24%) Python Engineer
12 23 (14.02%) Architect
13 22 (13.41%) Data Architect
14 20 (12.20%) Cloud Architect
14 20 (12.20%) Solutions Architect
Libraries, Frameworks & Software Standards
1 104 (63.41%) Web Services
2 60 (36.59%) gRPC
3 55 (33.54%) OAuth
3 55 (33.54%) Swagger
4 28 (17.07%) J2EE
4 28 (17.07%) J2SE
5 7 (4.27%) PySpark
6 4 (2.44%) Kafka
7 3 (1.83%) Node.js
8 2 (1.22%) AngularJS
8 2 (1.22%) LAPP Stack
8 2 (1.22%) React
8 2 (1.22%) Redux
9 1 (0.61%) Anaconda
9 1 (0.61%) Esper
9 1 (0.61%) LEMP Stack
9 1 (0.61%) pytest
9 1 (0.61%) REST
9 1 (0.61%) TensorFlow
9 1 (0.61%) Unreal Engine
Miscellaneous
1 62 (37.80%) Hedge funds
2 47 (28.66%) Greenfield Project
3 39 (23.78%) Fixed Income
4 38 (23.17%) Derivative
4 38 (23.17%) Equities
5 5 (3.05%) Social Media
6 4 (2.44%) Analytical Skills
7 3 (1.83%) Data Structures
8 2 (1.22%) Blog
8 2 (1.22%) Foreign Exchange (FX)
8 2 (1.22%) Management Information System
9 1 (0.61%) Algorithms
9 1 (0.61%) Animation
9 1 (0.61%) Clustering
9 1 (0.61%) Digital Media
9 1 (0.61%) NHS
9 1 (0.61%) Reinsurance
9 1 (0.61%) Self-Motivation
9 1 (0.61%) Virtual Team
9 1 (0.61%) Wiki
Operating Systems
1 14 (8.54%) Linux
2 9 (5.49%) CentOS
3 3 (1.83%) Unix
4 2 (1.22%) Ubuntu
4 2 (1.22%) Windows
5 1 (0.61%) Debian
5 1 (0.61%) Red Hat Enterprise Linux
5 1 (0.61%) Windows Server
Processes & Methodologies
1 110 (67.07%) DevOps
2 98 (59.76%) Asset Management
3 92 (56.10%) Agile Software Development
4 85 (51.83%) Software Engineering
5 63 (38.41%) Investment Management
5 63 (38.41%) Microservices
6 38 (23.17%) Decision-Making
7 37 (22.56%) Deployment Automation
8 31 (18.90%) Business Intelligence
9 30 (18.29%) ETL
9 30 (18.29%) Mentoring
10 24 (14.63%) Infrastructure Automation
11 20 (12.20%) Data Modelling
12 19 (11.59%) Analytics
12 19 (11.59%) Technology Roadmap
13 12 (7.32%) Data Engineering
13 12 (7.32%) Kimball Methodology
14 11 (6.71%) Fintech
15 10 (6.10%) Data Science
16 8 (4.88%) Data Analytics
Programming Languages
1 142 (86.59%) Python
2 98 (59.76%) Java
3 88 (53.66%) SQL
4 25 (15.24%) R
5 9 (5.49%) Bash Shell
6 5 (3.05%) Scala
7 3 (1.83%) Shell Script
8 2 (1.22%) C
8 2 (1.22%) JavaScript
8 2 (1.22%) Kotlin
9 1 (0.61%) C#
9 1 (0.61%) C++
9 1 (0.61%) Go
9 1 (0.61%) Groovy
9 1 (0.61%) Korn
9 1 (0.61%) Perl
9 1 (0.61%) PHP
9 1 (0.61%) PowerShell
9 1 (0.61%) Ruby
9 1 (0.61%) T-SQL
Qualifications
1 19 (11.59%) Sun Certification
2 10 (6.10%) AWS Certification
3 6 (3.66%) Degree
4 2 (1.22%) CCNA
4 2 (1.22%) Cisco Certification
4 2 (1.22%) Computer Science Degree
5 1 (0.61%) SC Cleared
5 1 (0.61%) Security Cleared
Quality Assurance & Compliance
1 13 (7.93%) QA
2 2 (1.22%) Data Quality
2 2 (1.22%) GDPR
3 1 (0.61%) IFRS
3 1 (0.61%) MiFID
3 1 (0.61%) Solvency II
System Software
1 107 (65.24%) Docker
2 2 (1.22%) HDFS
2 2 (1.22%) VirtualBox
3 1 (0.61%) VMware Infrastructure
Systems Management
1 107 (65.24%) Kubernetes
2 48 (29.27%) Terraform
3 10 (6.10%) Packer
4 8 (4.88%) Consul
5 5 (3.05%) Ansible
6 3 (1.83%) Opscode Chef
6 3 (1.83%) Puppet
7 2 (1.22%) Nessus
8 1 (0.61%) Hadoop YARN
8 1 (0.61%) Nagios
8 1 (0.61%) Oozie
Vendors
1 64 (39.02%) Google
2 44 (26.83%) Oracle
3 8 (4.88%) Informatica
4 7 (4.27%) Talend
5 3 (1.83%) Alteryx
5 3 (1.83%) Databricks
6 2 (1.22%) Cisco
6 2 (1.22%) Cloudera
7 1 (0.61%) Ab Initio
7 1 (0.61%) Adobe
7 1 (0.61%) Atlassian
7 1 (0.61%) Embarcadero
7 1 (0.61%) Hortonworks
7 1 (0.61%) Microsoft
7 1 (0.61%) Netezza
7 1 (0.61%) Rackspace
7 1 (0.61%) Red Hat
7 1 (0.61%) Splunk
7 1 (0.61%) Teradata
7 1 (0.61%) VMware