Period
to

The following table provides summary statistics for contract job vacancies advertised in England 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 23 May 2022 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
UK > England
6 months to
23 May 2022
Same period 2021 Same period 2020
Rank 435 425 346
Rank change year-on-year -10 -79 +80
Contract jobs citing Amazon Redshift 361 197 308
As % of all contract jobs advertised in England 0.52% 0.43% 0.71%
As % of the Database & Business Intelligence category 2.67% 2.01% 3.25%
Number of daily rates quoted 276 143 258
10th Percentile £410 £403 £413
25th Percentile £500 £463 £475
Median daily rate (50th Percentile) £550 £550 £550
75th Percentile £650 £625 £700
90th Percentile £720 £663 £713
UK median daily rate £550 £550 £550
Number of hourly rates quoted 1 5 0
10th Percentile - £12.75 -
25th Percentile £21.50 £15.00 -
Median hourly rate £23.00 £25.00 -
Median % change year-on-year -8.00% - -
75th Percentile £24.50 £45.20 -
90th Percentile - £48.08 -
UK median hourly rate £23.00 £32.50 -
% change year-on-year -29.23% - -

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 England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 13,544 9,789 9,475
As % of all contract IT jobs advertised in England 19.42% 21.13% 21.97%
Number of daily rates quoted 9,811 6,781 6,602
10th Percentile £363 £325 £325
25th Percentile £450 £411 £405
Median daily rate (50th Percentile) £550 £500 £500
Median % change year-on-year +10.00% - +2.56%
75th Percentile £653 £600 £588
90th Percentile £750 £700 £675
UK median daily rate £550 £500 £488
% change year-on-year +10.00% +2.56% +2.63%
Number of hourly rates quoted 162 170 135
10th Percentile £14.25 £11.39 £14.45
25th Percentile £21.31 £17.88 £18.13
Median hourly rate £44.48 £24.25 £24.71
Median % change year-on-year +83.40% -1.86% -17.63%
75th Percentile £65.00 £47.50 £46.00
90th Percentile £75.00 £64.55 £59.80
UK median hourly rate £45.00 £26.50 £24.71
% change year-on-year +69.81% +7.24% -13.30%

Amazon Redshift
Job Vacancy Trend in England

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

Job vacancy trend for Amazon Redshift in England

Amazon Redshift
Contractor Daily Rate Trend in England

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

Daily rate trend for Amazon Redshift in England

Amazon Redshift
Daily Rate Histogram in England

Daily rate distribution for jobs citing Amazon Redshift in England over the 6 months to 23 May 2022.

Daily rate histogram for Amazon Redshift in England

Amazon Redshift
Contractor Hourly Rate Trend in England

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

Hourly rate trend for Amazon Redshift in England

Amazon Redshift
Contract Job Locations in England

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 England region over the 6 months to 23 May 2022. 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
Jobs
London -27 220 £556 +1.14% 30
North of England -17 46 £600 +33.33% 7
North West -22 28 £625 +38.89% 5
South East -15 19 £475 -5.00% 3
East of England -18 18 £450 +12.50% 3
Yorkshire - 18 £575 - 2
Midlands -44 14 £425 -11.92% 1
South West -16 13 £525 +5.00% 4
West Midlands -42 13 £425 -11.92%
East Midlands - 1 £700 - 1
Amazon Redshift
UK

For the 6 months to 23 May 2022, 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 England region with a requirement for Amazon Redshift.

1 320 (88.64%) AWS
2 166 (45.98%) SQL
3 157 (43.49%) Python
4 155 (42.94%) Amazon S3
5 133 (36.84%) ETL
6 130 (36.01%) Agile
7 120 (33.24%) Data Warehouse
8 119 (32.96%) Analytics
9 110 (30.47%) Amazon RDS
10 107 (29.64%) Amazon Athena
11 96 (26.59%) Kafka
12 93 (25.76%) Data Modelling
12 93 (25.76%) CI/CD
13 90 (24.93%) DevOps
14 88 (24.38%) Data Engineering
15 87 (24.10%) AWS Lambda
15 87 (24.10%) Serverless
16 78 (21.61%) Apache Spark
17 77 (21.33%) Big Data
17 77 (21.33%) Business Intelligence
18 74 (20.50%) Azure
19 73 (20.22%) Amazon EC2
20 71 (19.67%) Amazon EMR
21 69 (19.11%) Terraform
22 66 (18.28%) GCP
23 64 (17.73%) Java
24 61 (16.90%) Migration
24 61 (16.90%) Security Cleared
25 60 (16.62%) Social Skills
26 57 (15.79%) Finance

Amazon Redshift
Co-occurring IT Skills in England 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 78 (21.61%) Apache Spark
2 27 (7.48%) Apache Airflow
3 25 (6.93%) Confluence
4 20 (5.54%) SAS
5 18 (4.99%) Elasticsearch
6 8 (2.22%) Apache Pulsar
7 7 (1.94%) Luigi
8 6 (1.66%) Apache
9 4 (1.11%) nginx
10 2 (0.55%) JBoss
10 2 (0.55%) Tomcat
10 2 (0.55%) WebLogic
10 2 (0.55%) WebSphere
11 1 (0.28%) Apache Pig
Applications
1 9 (2.49%) Microsoft Excel
2 1 (0.28%) Microsoft Project
Business Applications
1 1 (0.28%) Eagle PACE
1 1 (0.28%) Markit EDM
1 1 (0.28%) SimCorp Dimension
Cloud Services
1 320 (88.64%) AWS
2 155 (42.94%) Amazon S3
3 87 (24.10%) AWS Lambda
3 87 (24.10%) Serverless
4 74 (20.50%) Azure
5 73 (20.22%) Amazon EC2
6 71 (19.67%) Amazon EMR
7 66 (18.28%) GCP
8 51 (14.13%) Snowflake
9 43 (11.91%) Amazon Kinesis
10 42 (11.63%) Power Platform
11 41 (11.36%) AWS CloudFormation
12 33 (9.14%) Amazon SQS
13 26 (7.20%) Amazon EKS
14 25 (6.93%) Amazon CloudWatch
14 25 (6.93%) dbt
15 20 (5.54%) Amazon ECS
15 20 (5.54%) Amazon SageMaker
16 19 (5.26%) AWS Step Functions
16 19 (5.26%) Tricentis Tosca
Communications & Networking
1 5 (1.39%) VPN
2 4 (1.11%) Network Security
2 4 (1.11%) SSH
2 4 (1.11%) TCP/IP
3 3 (0.83%) Internet
4 2 (0.55%) OpenLDAP
5 1 (0.28%) HTTP
Database & Business Intelligence
1 120 (33.24%) Data Warehouse
2 110 (30.47%) Amazon RDS
3 107 (29.64%) Amazon Athena
4 77 (21.33%) Big Data
5 54 (14.96%) PostgreSQL
6 48 (13.30%) Pentaho
7 46 (12.74%) Data Lake
8 45 (12.47%) NoSQL
9 42 (11.63%) Power BI
10 41 (11.36%) MySQL
10 41 (11.36%) Tableau
11 40 (11.08%) BigQuery
12 38 (10.53%) SQL Server
13 37 (10.25%) MongoDB
14 25 (6.93%) Hadoop
15 20 (5.54%) BusinessObjects
15 20 (5.54%) Relational Database
16 19 (5.26%) Amazon DynamoDB
17 18 (4.99%) Metadata
18 16 (4.43%) Apache Cassandra
Development Applications
1 47 (13.02%) Jenkins
2 27 (7.48%) JIRA
3 21 (5.82%) Bitbucket
3 21 (5.82%) GitLab
4 20 (5.54%) Zephyr
5 19 (5.26%) Git (software)
6 12 (3.32%) Artifactory
7 8 (2.22%) Maven
8 6 (1.66%) Atlassian Bamboo
8 6 (1.66%) ER Studio
8 6 (1.66%) JUnit
8 6 (1.66%) SonarQube
9 5 (1.39%) ERwin
10 3 (0.83%) CircleCI
10 3 (0.83%) Cypress.io
11 2 (0.55%) PyCharm
12 1 (0.28%) Ant
12 1 (0.28%) TeamCity
12 1 (0.28%) Travis CI
12 1 (0.28%) Visual Studio
General
1 60 (16.62%) Social Skills
2 57 (15.79%) Finance
3 32 (8.86%) Marketing
4 31 (8.59%) Public Sector
5 22 (6.09%) Analytical Skills
5 22 (6.09%) Pharmaceutical
6 15 (4.16%) Banking
6 15 (4.16%) Front Office
6 15 (4.16%) Presentation Skills
7 13 (3.60%) Financial Institution
7 13 (3.60%) Legal
7 13 (3.60%) Retail
8 6 (1.66%) Games
9 5 (1.39%) Law
9 5 (1.39%) Tech for Good
10 3 (0.83%) Publishing
11 2 (0.55%) Manufacturing
11 2 (0.55%) Retail Banking
11 2 (0.55%) Telecoms
12 1 (0.28%) Billing
Job Titles
1 149 (41.27%) Data Engineer
2 52 (14.40%) AWS Engineer
3 46 (12.74%) Architect
4 38 (10.53%) Analyst
5 32 (8.86%) Developer
6 30 (8.31%) Data Architect
7 19 (5.26%) Data Analyst
8 18 (4.99%) AWS Architect
9 17 (4.71%) Test Analyst
10 16 (4.43%) AWS DevOps
11 15 (4.16%) DBA
12 14 (3.88%) Senior Data Engineer
13 13 (3.60%) Java Engineer
14 12 (3.32%) DevOps Engineer
14 12 (3.32%) QA Analyst
14 12 (3.32%) QA Test Analyst
15 11 (3.05%) Python Engineer
15 11 (3.05%) Senior Analyst
15 11 (3.05%) Solutions Architect
16 10 (2.77%) Scala Engineer
Libraries, Frameworks & Software Standards
1 96 (26.59%) Kafka
2 34 (9.42%) PySpark
3 14 (3.88%) CSS
3 14 (3.88%) HTML
4 13 (3.60%) Ruby on Rails
5 12 (3.32%) J2EE
6 11 (3.05%) JSON
7 9 (2.49%) AngularJS
8 8 (2.22%) .NET
8 8 (2.22%) RESTful
9 7 (1.94%) J2SE
9 7 (1.94%) Spring Boot
10 6 (1.66%) Angular 2
10 6 (1.66%) Sass
10 6 (1.66%) Spark Streaming
11 5 (1.39%) Elastic Stack
11 5 (1.39%) Web Services
12 4 (1.11%) Pandas
12 4 (1.11%) React
12 4 (1.11%) YAML
Miscellaneous
1 23 (6.37%) Self-Motivation
2 17 (4.71%) Management Information System
3 16 (4.43%) Cloud Native
4 15 (4.16%) Hedge funds
5 14 (3.88%) Data Structures
6 13 (3.60%) Algorithms
7 9 (2.49%) Enterprise Software
8 8 (2.22%) Greenfield Project
8 8 (2.22%) Life Science
9 7 (1.94%) Equities
10 6 (1.66%) Public Cloud
11 5 (1.39%) Derivative
11 5 (1.39%) Foreign Exchange (FX)
11 5 (1.39%) Linux Command Line
11 5 (1.39%) Tandem
12 4 (1.11%) Blog
12 4 (1.11%) Hybrid Cloud
12 4 (1.11%) iPad
13 3 (0.83%) User Experience
13 3 (0.83%) Virtual Team
Operating Systems
1 37 (10.25%) Unix
2 36 (9.97%) Linux
3 12 (3.32%) Mac OS
4 9 (2.49%) Windows
5 3 (0.83%) Windows Server
6 2 (0.55%) Amazon Linux
6 2 (0.55%) CentOS
6 2 (0.55%) Debian
6 2 (0.55%) Oracle Linux
6 2 (0.55%) Red Hat Enterprise Linux
6 2 (0.55%) Ubuntu
Processes & Methodologies
1 133 (36.84%) ETL
2 130 (36.01%) Agile
3 119 (32.96%) Analytics
4 93 (25.76%) CI/CD
4 93 (25.76%) Data Modelling
5 90 (24.93%) DevOps
6 88 (24.38%) Data Engineering
7 77 (21.33%) Business Intelligence
8 61 (16.90%) Migration
9 48 (13.30%) Data Pipeline
9 48 (13.30%) Software Engineering
10 38 (10.53%) Data Analytics
11 37 (10.25%) Data Migration
11 37 (10.25%) Infrastructure as Code
11 37 (10.25%) Visualisation
12 31 (8.59%) Test Automation
13 30 (8.31%) Data Science
13 30 (8.31%) Scrum
14 29 (8.03%) Data Governance
15 28 (7.76%) Stakeholder Management
Programming Languages
1 166 (45.98%) SQL
2 157 (43.49%) Python
3 64 (17.73%) Java
4 49 (13.57%) Scala
5 19 (5.26%) Ruby
6 18 (4.99%) PL/SQL
7 13 (3.60%) Bash
8 12 (3.32%) Go
9 10 (2.77%) JavaScript
10 9 (2.49%) C#
10 9 (2.49%) Shell Script
10 9 (2.49%) T-SQL
11 7 (1.94%) Perl
11 7 (1.94%) PowerShell
12 6 (1.66%) TypeScript
13 4 (1.11%) R
14 2 (0.55%) C
14 2 (0.55%) HiveQL
15 1 (0.28%) PHP
15 1 (0.28%) VB
Qualifications
1 61 (16.90%) Security Cleared
2 36 (9.97%) SC Cleared
3 24 (6.65%) AWS Certification
4 19 (5.26%) ISTQB
4 19 (5.26%) ISTQB Foundation Certification
5 18 (4.99%) Degree
6 17 (4.71%) Computer Science Degree
7 2 (0.55%) BPSS Clearance
8 1 (0.28%) (ISC)2 CCSP
8 1 (0.28%) Cisco Certification
8 1 (0.28%) CISSP
8 1 (0.28%) CompTIA Security+
8 1 (0.28%) CSSLP
8 1 (0.28%) Tableau Certification
Quality Assurance & Compliance
1 33 (9.14%) QA
2 18 (4.99%) Data Quality
3 14 (3.88%) GDPR
4 13 (3.60%) Accessibility
5 9 (2.49%) SLA
6 2 (0.55%) PMO
System Software
1 39 (10.80%) Docker
2 6 (1.66%) Active Directory
3 2 (0.55%) HDFS
4 1 (0.28%) Apache Flume
4 1 (0.28%) Apache ZooKeeper
Systems Management
1 69 (19.11%) Terraform
2 37 (10.25%) Kubernetes
3 23 (6.37%) Ansible
4 5 (1.39%) Hadoop YARN
5 2 (0.55%) Docker Swarm
5 2 (0.55%) HAProxy
5 2 (0.55%) Nagios
5 2 (0.55%) Puppet
6 1 (0.28%) Kubeflow
6 1 (0.28%) Nessus
6 1 (0.28%) Oozie
6 1 (0.28%) Opscode Chef
6 1 (0.28%) Packer
6 1 (0.28%) Prometheus
6 1 (0.28%) Rancher
Vendors
1 54 (14.96%) Talend
2 49 (13.57%) Oracle
3 46 (12.74%) Informatica
4 28 (7.76%) Microsoft
5 27 (7.48%) Salesforce.com
6 22 (6.09%) Databricks
7 18 (4.99%) Teradata
8 17 (4.71%) Google
9 15 (4.16%) Salesforce Marketing Cloud
10 12 (3.32%) Cloudera
11 7 (1.94%) Alteryx
12 6 (1.66%) Netezza
13 5 (1.39%) Cognos
13 5 (1.39%) IBM
13 5 (1.39%) VMware
14 3 (0.83%) Guidewire
14 3 (0.83%) MicroStrategy
14 3 (0.83%) MuleSoft
14 3 (0.83%) SAP
14 3 (0.83%) Splunk