Period
to 12 August 2020

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 12 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
UK > England
6 months to
12 Aug 2020
Same period 2019 Same period 2018
Rank 272 397 524
Rank change year-on-year +125 +127 +168
Contract jobs citing Amazon Redshift 270 502 368
As % of all contract jobs advertised in England 0.88% 0.61% 0.39%
As % of the Database & Business Intelligence category 4.01% 2.73% 1.71%
Number of daily rates quoted 249 279 292
Median daily rate £550 £550 £550
10th Percentile £450 £425 £363
90th Percentile £750 £713 £675
UK median daily rate £550 £550 £550
Number of hourly rates quoted 1 2 1
Median hourly rate £35.00 £34.75 £35.00
Median hourly rate % change year-on-year +0.72% -0.71% -39.13%
UK 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 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 6,739 18,368 21,492
As % of all contract IT jobs advertised in England 22.01% 22.17% 22.95%
Number of daily rates quoted 4,450 12,735 15,159
Median daily rate £500 £475 £475
Median daily rate % change year-on-year +5.26% - +5.56%
10th Percentile £325 £325 £313
90th Percentile £700 £650 £638
UK median daily rate £500 £475 £463
% change year-on-year +5.26% +2.70% +2.78%
Number of hourly rates quoted 141 239 230
Median hourly rate £35.00 £35.00 £30.00
Median hourly rate % change year-on-year - +16.67% -3.23%
10th Percentile £15.50 £14.20 £14.00
90th Percentile £55.00 £60.15 £52.83
Median hourly rate £35.00 £35.00 £30.00
% change year-on-year - +16.67% -4.76%

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 12 August 2020.

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 12 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
London +92 205 £550 -4.35% 36
East of England +69 24 £606 +5.43% 4
South East +135 16 £525 +5.00% 3
Midlands +89 13 £433 -18.59% 1
West Midlands +86 12 £433 -15.61% 1
North of England +111 10 £550 +4.76% 2
North West +82 9 £550 +4.76% 2
Yorkshire +83 1 £375 -28.57%
East Midlands +54 1 - -
Amazon Redshift
UK

For the 6 months to 12 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 England region with a requirement for Amazon Redshift.

1 245 (90.74%) AWS
2 202 (74.81%) Python
3 169 (62.59%) DevOps
4 156 (57.78%) Serverless
5 155 (57.41%) AWS Lambda
6 147 (54.44%) Java
7 141 (52.22%) Kubernetes
8 138 (51.11%) Web Services
9 137 (50.74%) Jenkins
10 136 (50.37%) Finance
11 127 (47.04%) Agile Software Development
11 127 (47.04%) Amazon ECS
12 126 (46.67%) Docker
12 126 (46.67%) Asset Management
13 125 (46.30%) Artifactory
14 124 (45.93%) Software Engineering
15 123 (45.56%) SQL
16 112 (41.48%) Amazon S3
17 103 (38.15%) Azure
18 88 (32.59%) Amazon SQS
18 88 (32.59%) Terraform
19 86 (31.85%) Amazon RDS
20 80 (29.63%) GCP
20 80 (29.63%) MySQL
21 78 (28.89%) ETL
21 78 (28.89%) Analytics
22 77 (28.52%) Google
23 76 (28.15%) Microservices
24 74 (27.41%) Data Warehouse
25 73 (27.04%) PostgreSQL

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 68 (25.19%) Apache
2 28 (10.37%) Apache Spark
3 17 (6.30%) SAS
4 8 (2.96%) Jupyter
5 4 (1.48%) Confluence
6 3 (1.11%) Apache Airflow
6 3 (1.11%) Elasticsearch
6 3 (1.11%) nginx
7 1 (0.37%) JBoss
7 1 (0.37%) Liferay
7 1 (0.37%) Luigi
7 1 (0.37%) SharePoint
7 1 (0.37%) Tomcat
Applications
1 4 (1.48%) MS Visio
2 1 (0.37%) CINEMA 4D
2 1 (0.37%) Houdini
2 1 (0.37%) Maya
2 1 (0.37%) MODO
Business Applications
1 8 (2.96%) Adobe Campaign
2 1 (0.37%) FINCAD Analytics
2 1 (0.37%) Sage BI
Cloud Services
1 245 (90.74%) AWS
2 156 (57.78%) Serverless
3 155 (57.41%) AWS Lambda
4 127 (47.04%) Amazon ECS
5 112 (41.48%) Amazon S3
6 103 (38.15%) Azure
7 88 (32.59%) Amazon SQS
8 80 (29.63%) GCP
9 73 (27.04%) AWS CloudFormation
10 72 (26.67%) Amazon EC2
11 62 (22.96%) OpenShift
12 49 (18.15%) Apigee
13 23 (8.52%) Power Platform
14 20 (7.41%) Amazon EMR
15 12 (4.44%) Amazon Kinesis
16 11 (4.07%) AWS Step Functions
17 10 (3.70%) PaaS
18 8 (2.96%) PowerApps
19 6 (2.22%) Amazon Cognito
20 5 (1.85%) Amazon SageMaker
Communications & Networking
1 1 (0.37%) DNS
1 1 (0.37%) HTTP
1 1 (0.37%) Internet
1 1 (0.37%) SAN
1 1 (0.37%) Skype
1 1 (0.37%) SMTP
1 1 (0.37%) SNMP
Database & Business Intelligence
1 86 (31.85%) Amazon RDS
2 80 (29.63%) MySQL
3 74 (27.41%) Data Warehouse
4 73 (27.04%) PostgreSQL
5 68 (25.19%) SQL Server
6 29 (10.74%) Big Data
6 29 (10.74%) Looker
7 26 (9.63%) Data Lake
8 24 (8.89%) Amazon Athena
9 23 (8.52%) Hadoop
9 23 (8.52%) Power BI
10 18 (6.67%) Amazon DynamoDB
10 18 (6.67%) Snowflake Schema
11 17 (6.30%) Amazon Aurora
12 16 (5.93%) Relational Database
13 14 (5.19%) Pentaho
14 13 (4.81%) Apache Hive
14 13 (4.81%) Oracle Database
15 12 (4.44%) NoSQL
16 8 (2.96%) SAS EBI
Development Applications
1 137 (50.74%) Jenkins
2 125 (46.30%) Artifactory
3 49 (18.15%) GitLab
4 44 (16.30%) RStudio
5 30 (11.11%) Git (software)
6 18 (6.67%) Bitbucket
7 15 (5.56%) Maven
8 8 (2.96%) Sonatype Nexus
9 6 (2.22%) ERwin
9 6 (2.22%) JIRA
10 2 (0.74%) Vagrant
11 1 (0.37%) Atlassian Bamboo
General
1 136 (50.37%) Finance
2 64 (23.70%) Banking
2 64 (23.70%) Front Office
3 31 (11.48%) Back Office
4 19 (7.04%) Legal
5 11 (4.07%) Marketing
6 6 (2.22%) Games
6 6 (2.22%) Pharmaceutical
7 5 (1.85%) Public Sector
8 4 (1.48%) Advertising
9 2 (0.74%) Law
9 2 (0.74%) Publishing
10 1 (0.37%) Retail
Job Titles
1 71 (26.30%) AWS Engineer
1 71 (26.30%) Developer
2 57 (21.11%) Java Developer
3 56 (20.74%) Java Software Developer
4 53 (19.63%) AWS Developer
4 53 (19.63%) Data Engineer
5 49 (18.15%) Java Engineer
6 42 (15.56%) Architect
7 41 (15.19%) AWS DevOps
8 36 (13.33%) Data Architect
8 36 (13.33%) DevOps Engineer
9 34 (12.59%) Software Engineer
10 32 (11.85%) Python Engineer
11 30 (11.11%) Java Software Engineer
11 30 (11.11%) SQL Developer
12 29 (10.74%) AWS DevOps Engineer
12 29 (10.74%) Developer/Software Engineer
12 29 (10.74%) Lead Developer
13 28 (10.37%) Lead Java Developer
13 28 (10.37%) Lead Software Developer
Libraries, Frameworks & Software Standards
1 138 (51.11%) Web Services
2 64 (23.70%) gRPC
3 54 (20.00%) J2EE
3 54 (20.00%) J2SE
4 49 (18.15%) OAuth
4 49 (18.15%) Swagger
5 9 (3.33%) Kafka
5 9 (3.33%) RESTful
6 8 (2.96%) JSON
7 6 (2.22%) PySpark
8 5 (1.85%) Apache NiFi
9 2 (0.74%) .NET
9 2 (0.74%) AngularJS
9 2 (0.74%) Esper
9 2 (0.74%) LAPP Stack
9 2 (0.74%) REST
9 2 (0.74%) Serverless Framework
9 2 (0.74%) XML
10 1 (0.37%) ADO
10 1 (0.37%) SOAP
Miscellaneous
1 65 (24.07%) Fixed Income
2 64 (23.70%) Hedge funds
3 63 (23.33%) Derivative
4 62 (22.96%) Equities
5 35 (12.96%) Greenfield Project
6 12 (4.44%) Data Structures
7 8 (2.96%) Acoustics
8 5 (1.85%) Analytical Skills
9 3 (1.11%) Mainframe
9 3 (1.11%) Public Cloud
9 3 (1.11%) Self-Motivation
10 2 (0.74%) Algorithms
10 2 (0.74%) Analytical Mindset
11 1 (0.37%) BBC
11 1 (0.37%) Data Centre
11 1 (0.37%) Digital Media
11 1 (0.37%) Enterprise Software
11 1 (0.37%) Internet of Things
11 1 (0.37%) Mobile Games
11 1 (0.37%) Private Cloud
Operating Systems
1 15 (5.56%) Linux
1 15 (5.56%) Unix
2 9 (3.33%) CentOS
3 2 (0.74%) Ubuntu
4 1 (0.37%) Debian
4 1 (0.37%) Red Hat Enterprise Linux
Processes & Methodologies
1 169 (62.59%) DevOps
2 127 (47.04%) Agile Software Development
3 126 (46.67%) Asset Management
4 124 (45.93%) Software Engineering
5 78 (28.89%) Analytics
5 78 (28.89%) ETL
6 76 (28.15%) Microservices
7 67 (24.81%) Investment Management
8 66 (24.44%) Decision-Making
9 64 (23.70%) Deployment Automation
10 62 (22.96%) Business Intelligence
11 45 (16.67%) Mentoring
12 36 (13.33%) Infrastructure Automation
13 28 (10.37%) Technology Roadmap
14 26 (9.63%) Data Engineering
15 25 (9.26%) Data Modelling
16 23 (8.52%) Scrum
17 19 (7.04%) Visualisation
18 18 (6.67%) Continuous Integration
18 18 (6.67%) Data Analytics
Programming Languages
1 202 (74.81%) Python
2 147 (54.44%) Java
3 123 (45.56%) SQL
4 47 (17.41%) R
5 19 (7.04%) PL/SQL
6 11 (4.07%) Bash Shell
7 10 (3.70%) C#
7 10 (3.70%) JavaScript
8 7 (2.59%) C++
9 6 (2.22%) Scala
10 5 (1.85%) C
11 4 (1.48%) Go
12 2 (0.74%) Shell Script
13 1 (0.37%) ANSI SQL
13 1 (0.37%) Groovy
13 1 (0.37%) Perl
13 1 (0.37%) PHP
13 1 (0.37%) PowerShell
13 1 (0.37%) Ruby
Qualifications
1 18 (6.67%) Sun Certification
2 9 (3.33%) AWS Certification
3 7 (2.59%) Security Cleared
4 6 (2.22%) Degree
4 6 (2.22%) SC Cleared
5 2 (0.74%) CCNA
5 2 (0.74%) Cisco Certification
6 1 (0.37%) Computer Science Degree
Quality Assurance & Compliance
1 10 (3.70%) QA
2 9 (3.33%) GDPR
3 4 (1.48%) GxP
4 3 (1.11%) Data Quality
System Software
1 126 (46.67%) Docker
2 2 (0.74%) VirtualBox
3 1 (0.37%) HDFS
3 1 (0.37%) Virtual Machines
3 1 (0.37%) VMware Infrastructure
Systems Management
1 141 (52.22%) Kubernetes
2 88 (32.59%) Terraform
3 21 (7.78%) Ansible
4 10 (3.70%) Packer
5 8 (2.96%) Consul
6 5 (1.85%) Opscode Chef
6 5 (1.85%) Puppet
7 3 (1.11%) Kubeflow
8 2 (0.74%) Nessus
9 1 (0.37%) Control-M
9 1 (0.37%) Docker Swarm
9 1 (0.37%) Hadoop YARN
9 1 (0.37%) Nagios
9 1 (0.37%) Oozie
Vendors
1 77 (28.52%) Google
2 67 (24.81%) Oracle
3 33 (12.22%) Tableau
4 28 (10.37%) Talend
5 16 (5.93%) Alteryx
5 16 (5.93%) Cloudera
6 15 (5.56%) Informatica
7 9 (3.33%) Adobe
8 8 (2.96%) Salesforce Marketing Cloud
8 8 (2.96%) Salesforce.com
9 6 (2.22%) Microsoft
10 4 (1.48%) Trillium
11 3 (1.11%) MicroStrategy
12 2 (0.74%) Cisco
12 2 (0.74%) Databricks
12 2 (0.74%) Palantir
12 2 (0.74%) Splunk
12 2 (0.74%) Vertica
13 1 (0.37%) Foundry
13 1 (0.37%) New Relic