Period
to 8 August 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 8 August 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
8 Aug 2020
Same period 2019 Same period 2018
Rank 188 268 392
Rank change year-on-year +80 +124 +119
Contract jobs citing Amazon Redshift 203 371 256
As % of all contract jobs advertised in London 1.33% 0.93% 0.56%
As % of the Database & Business Intelligence category 5.39% 3.77% 2.21%
Number of daily rates quoted 197 191 208
Median daily rate £550 £575 £573
Median daily rate % change year-on-year -4.35% +0.44% +27.22%
10th Percentile £475 £463 £465
90th Percentile £750 £713 £675
England median daily rate £550 £550 £550
Number of hourly rates quoted 1 1 0
Median hourly rate £35.00 £52.00 -
Median hourly rate % change year-on-year -32.69% - -
England median hourly rate £35.00 £34.75 £35.00
% change year-on-year +0.72% -0.71% -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 3,765 9,836 11,594
As % of all contract IT jobs advertised in London 24.64% 24.57% 25.33%
Number of daily rates quoted 2,545 7,154 8,671
Median daily rate £525 £525 £525
10th Percentile £363 £363 £358
90th Percentile £725 £688 £675
England median daily rate £500 £475 £475
% change year-on-year +5.26% - +5.56%
Number of hourly rates quoted 48 63 72
Median hourly rate £35.00 £35.00 £28.75
Median hourly rate % change year-on-year - +21.74% +5.85%
10th Percentile £20.28 £15.73 £19.55
90th Percentile £47.83 £56.50 £47.49
Median hourly rate £35.00 £35.00 £30.00
% change year-on-year - +16.67% -3.23%

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 8 August 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 8 August 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 +82 13 £600 +6.57% 11
South London +10 9 £625 +6.38% 2
Amazon Redshift
England

For the 6 months to 8 August 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.

1 180 (88.67%) AWS
2 171 (84.24%) Python
3 140 (68.97%) DevOps
4 135 (66.50%) Kubernetes
4 135 (66.50%) AWS Lambda
4 135 (66.50%) Serverless
5 131 (64.53%) Finance
6 129 (63.55%) Web Services
7 124 (61.08%) Java
8 122 (60.10%) Amazon ECS
9 121 (59.61%) Asset Management
10 119 (58.62%) Docker
11 108 (53.20%) Jenkins
12 107 (52.71%) Artifactory
12 107 (52.71%) Software Engineering
13 98 (48.28%) Agile Software Development
14 93 (45.81%) SQL
15 81 (39.90%) Azure
16 77 (37.93%) Amazon S3
17 76 (37.44%) GCP
18 75 (36.95%) Google
19 72 (35.47%) Microservices
20 71 (34.98%) Amazon RDS
21 70 (34.48%) Terraform
22 69 (33.99%) AWS CloudFormation
23 67 (33.00%) Amazon EC2
23 67 (33.00%) MySQL
24 66 (32.51%) Apache
25 65 (32.02%) PostgreSQL
25 65 (32.02%) Investment Management

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 66 (32.51%) Apache
2 14 (6.90%) Apache Spark
3 7 (3.45%) Jupyter
4 4 (1.97%) Confluence
4 4 (1.97%) SAS
5 3 (1.48%) Apache Airflow
5 3 (1.48%) Elasticsearch
5 3 (1.48%) nginx
6 1 (0.49%) JBoss
6 1 (0.49%) Liferay
6 1 (0.49%) Luigi
6 1 (0.49%) SharePoint
6 1 (0.49%) Tomcat
Applications
1 1 (0.49%) CINEMA 4D
1 1 (0.49%) Houdini
1 1 (0.49%) Maya
1 1 (0.49%) MODO
1 1 (0.49%) MS Visio
Business Applications
1 1 (0.49%) FINCAD Analytics
1 1 (0.49%) Sage BI
Cloud Services
1 180 (88.67%) AWS
2 135 (66.50%) AWS Lambda
2 135 (66.50%) Serverless
3 122 (60.10%) Amazon ECS
4 81 (39.90%) Azure
5 77 (37.93%) Amazon S3
6 76 (37.44%) GCP
7 69 (33.99%) AWS CloudFormation
8 67 (33.00%) Amazon EC2
9 63 (31.03%) Amazon SQS
10 59 (29.06%) OpenShift
11 47 (23.15%) Apigee
12 9 (4.43%) Amazon Kinesis
13 4 (1.97%) Amazon EMR
13 4 (1.97%) AWS Step Functions
13 4 (1.97%) Power Platform
14 3 (1.48%) Amazon EKS
14 3 (1.48%) Amazon SageMaker
14 3 (1.48%) AWS Elastic Beanstalk
14 3 (1.48%) Virtual Private Cloud
Communications & Networking
1 1 (0.49%) DNS
1 1 (0.49%) HTTP
1 1 (0.49%) SAN
1 1 (0.49%) Skype
1 1 (0.49%) SMTP
1 1 (0.49%) SNMP
Database & Business Intelligence
1 71 (34.98%) Amazon RDS
2 67 (33.00%) MySQL
3 65 (32.02%) PostgreSQL
4 62 (30.54%) SQL Server
5 56 (27.59%) Data Warehouse
6 28 (13.79%) Looker
7 16 (7.88%) Big Data
8 14 (6.90%) Amazon Athena
9 12 (5.91%) Amazon DynamoDB
9 12 (5.91%) Snowflake Schema
10 11 (5.42%) Data Lake
10 11 (5.42%) Hadoop
11 10 (4.93%) NoSQL
12 6 (2.96%) BigQuery
12 6 (2.96%) MongoDB
13 5 (2.46%) Pentaho
14 4 (1.97%) Impala
14 4 (1.97%) Power BI
14 4 (1.97%) Relational Database
15 3 (1.48%) Azure SQL Data Warehouse
Development Applications
1 108 (53.20%) Jenkins
2 107 (52.71%) Artifactory
3 47 (23.15%) GitLab
4 42 (20.69%) RStudio
5 7 (3.45%) Git (software)
5 7 (3.45%) JIRA
6 5 (2.46%) Bitbucket
7 3 (1.48%) ERwin
8 2 (0.99%) Maven
8 2 (0.99%) Vagrant
9 1 (0.49%) Atlassian Bamboo
General
1 131 (64.53%) Finance
2 62 (30.54%) Banking
3 61 (30.05%) Front Office
4 31 (15.27%) Back Office
5 16 (7.88%) Legal
6 6 (2.96%) Games
7 3 (1.48%) Marketing
8 2 (0.99%) Advertising
8 2 (0.99%) Law
9 1 (0.49%) Retail
Job Titles
1 59 (29.06%) Developer
2 56 (27.59%) AWS Engineer
3 53 (26.11%) Java Developer
3 53 (26.11%) Java Software Developer
4 47 (23.15%) AWS Developer
5 44 (21.67%) Java Engineer
6 37 (18.23%) AWS DevOps
7 36 (17.73%) Architect
8 33 (16.26%) Data Architect
9 32 (15.76%) Data Engineer
10 31 (15.27%) DevOps Engineer
10 31 (15.27%) Python Engineer
11 27 (13.30%) Developer/Software Engineer
11 27 (13.30%) Java Software Engineer
11 27 (13.30%) Software Engineer
11 27 (13.30%) SQL Developer
12 26 (12.81%) AWS DevOps Engineer
12 26 (12.81%) Lead Developer
12 26 (12.81%) Lead Java Developer
12 26 (12.81%) Lead Software Developer
Libraries, Frameworks & Software Standards
1 129 (63.55%) Web Services
2 62 (30.54%) gRPC
3 52 (25.62%) J2EE
3 52 (25.62%) J2SE
4 47 (23.15%) OAuth
4 47 (23.15%) Swagger
5 7 (3.45%) JSON
5 7 (3.45%) Kafka
6 6 (2.96%) PySpark
7 3 (1.48%) .NET
7 3 (1.48%) RESTful
8 2 (0.99%) Apache NiFi
8 2 (0.99%) Esper
8 2 (0.99%) LAPP Stack
8 2 (0.99%) LDAP
8 2 (0.99%) Serverless Framework
9 1 (0.49%) Pandas
9 1 (0.49%) Pyramid
9 1 (0.49%) pytest
9 1 (0.49%) Unreal Engine
Miscellaneous
1 62 (30.54%) Fixed Income
1 62 (30.54%) Hedge funds
2 60 (29.56%) Derivative
3 59 (29.06%) Equities
4 33 (16.26%) Greenfield Project
5 4 (1.97%) Data Structures
6 3 (1.48%) Algorithms
6 3 (1.48%) Analytical Skills
6 3 (1.48%) Public Cloud
6 3 (1.48%) Self-Motivation
7 2 (0.99%) Analytical Mindset
8 1 (0.49%) Animation
8 1 (0.49%) BBC
8 1 (0.49%) Blog
8 1 (0.49%) Data Centre
8 1 (0.49%) Digital Media
8 1 (0.49%) Enterprise Software
8 1 (0.49%) NHS
8 1 (0.49%) Private Cloud
8 1 (0.49%) Wiki
Operating Systems
1 13 (6.40%) Linux
2 8 (3.94%) CentOS
3 2 (0.99%) Ubuntu
3 2 (0.99%) Unix
4 1 (0.49%) Debian
4 1 (0.49%) Red Hat Enterprise Linux
Processes & Methodologies
1 140 (68.97%) DevOps
2 121 (59.61%) Asset Management
3 107 (52.71%) Software Engineering
4 98 (48.28%) Agile Software Development
5 72 (35.47%) Microservices
6 65 (32.02%) Investment Management
7 62 (30.54%) Decision-Making
8 60 (29.56%) Deployment Automation
9 43 (21.18%) Mentoring
10 40 (19.70%) Analytics
11 39 (19.21%) Business Intelligence
12 33 (16.26%) Infrastructure Automation
13 30 (14.78%) ETL
14 25 (12.32%) Technology Roadmap
15 15 (7.39%) Data Science
15 15 (7.39%) Performance Management
16 13 (6.40%) Data Architecture
16 13 (6.40%) Data Engineering
17 11 (5.42%) Data Modelling
18 10 (4.93%) Kimball Methodology
Programming Languages
1 171 (84.24%) Python
2 124 (61.08%) Java
3 93 (45.81%) SQL
4 45 (22.17%) R
5 9 (4.43%) Bash Shell
6 7 (3.45%) C++
7 6 (2.96%) C#
7 6 (2.96%) PL/SQL
8 5 (2.46%) C
9 4 (1.97%) Go
10 2 (0.99%) PHP
10 2 (0.99%) Scala
10 2 (0.99%) Shell Script
11 1 (0.49%) Groovy
11 1 (0.49%) Perl
11 1 (0.49%) PowerShell
11 1 (0.49%) Ruby
Qualifications
1 18 (8.87%) Sun Certification
2 7 (3.45%) AWS Certification
3 5 (2.46%) Degree
4 3 (1.48%) Security Cleared
5 2 (0.99%) CCNA
5 2 (0.99%) Cisco Certification
5 2 (0.99%) SC Cleared
6 1 (0.49%) Computer Science Degree
Quality Assurance & Compliance
1 5 (2.46%) QA
2 3 (1.48%) Data Quality
2 3 (1.48%) GDPR
System Software
1 119 (58.62%) Docker
2 2 (0.99%) VirtualBox
3 1 (0.49%) HDFS
3 1 (0.49%) VMware Infrastructure
Systems Management
1 135 (66.50%) Kubernetes
2 70 (34.48%) Terraform
3 9 (4.43%) Packer
4 7 (3.45%) Ansible
4 7 (3.45%) Consul
5 5 (2.46%) Opscode Chef
5 5 (2.46%) Puppet
6 3 (1.48%) Kubeflow
7 2 (0.99%) Nessus
8 1 (0.49%) Control-M
8 1 (0.49%) Hadoop YARN
8 1 (0.49%) Nagios
8 1 (0.49%) Oozie
Vendors
1 75 (36.95%) Google
2 47 (23.15%) Oracle
3 30 (14.78%) Tableau
4 16 (7.88%) Alteryx
5 7 (3.45%) Informatica
6 5 (2.46%) Talend
7 4 (1.97%) Cloudera
8 2 (0.99%) Cisco
8 2 (0.99%) Microsoft
8 2 (0.99%) Palantir
8 2 (0.99%) Splunk
8 2 (0.99%) Vertica
9 1 (0.49%) Adobe
9 1 (0.49%) Bloomberg
9 1 (0.49%) Databricks
9 1 (0.49%) Foundry
9 1 (0.49%) New Relic
9 1 (0.49%) Red Hat
9 1 (0.49%) Sage
9 1 (0.49%) VMware