Period
to 22 June 2021

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 22 June 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
UK > England
6 months to
22 Jun 2021
Same period 2020 Same period 2019
Rank 438 311 401
Rank change year-on-year -127 +90 +151
Contract jobs citing Amazon Redshift 201 287 501
As % of all contract jobs advertised in England 0.40% 0.76% 0.60%
As % of the Database & Business Intelligence category 1.93% 3.46% 2.67%
Number of daily rates quoted 142 243 273
10th Percentile £413 £425 £425
25th Percentile £463 £488 £475
Median daily rate (50th Percentile) £550 £550 £551
Median % change year-on-year - -0.09% +0.09%
75th Percentile £625 £700 £625
90th Percentile £674 £750 £688
UK median daily rate £550 £550 £550
Number of hourly rates quoted 5 0 3
10th Percentile £12.75 " £11.45
25th Percentile £15.00 " £13.25
Median hourly rate £20.00 - £17.50
75th Percentile £26.00 " £35.38
90th Percentile £40.40 " £45.35
UK median hourly rate £20.00 - £17.50

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 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 10,418 8,284 18,730
As % of all contract IT jobs advertised in England 20.79% 21.94% 22.57%
Number of daily rates quoted 7,212 5,823 13,149
10th Percentile £325 £325 £325
25th Percentile £413 £406 £400
Median daily rate (50th Percentile) £500 £500 £480
Median % change year-on-year - +4.17% +1.05%
75th Percentile £607 £600 £575
90th Percentile £700 £688 £650
UK median daily rate £500 £500 £475
% change year-on-year - +5.26% +2.70%
Number of hourly rates quoted 168 115 205
10th Percentile £11.36 £12.63 £14.00
25th Percentile £18.50 £17.92 £17.63
Median hourly rate £24.57 £24.71 £31.50
Median % change year-on-year -0.57% -21.56% +5.00%
75th Percentile £47.31 £46.00 £50.00
90th Percentile £64.65 £63.43 £57.50
UK median hourly rate £26.73 £24.71 £30.00
% change year-on-year +8.17% -17.63% -

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 22 June 2021.

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
Hourly Rate Histogram in England

Hourly rate distribution of jobs citing Amazon Redshift in England over the 6 months to 22 June 2021.

Hourly rate histogram 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 22 June 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
London -122 138 £550 - 42
North of England +11 15 £525 +5.00% 12
North West +8 15 £525 -4.55% 7
South East -15 9 £500 -4.76% 8
East of England -17 9 £400 -33.33% 8
West Midlands -20 9 £483 +12.54% 2
Midlands -23 9 £483 +12.54% 3
South West - 2 £500 - 4
Amazon Redshift
UK

For the 6 months to 22 June 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 England region with a requirement for Amazon Redshift.

1 177 (88.06%) AWS
2 122 (60.70%) SQL
3 116 (57.71%) Python
4 101 (50.25%) Data Warehouse
5 81 (40.30%) ETL
6 77 (38.31%) Business Intelligence
7 75 (37.31%) Analytics
8 74 (36.82%) Amazon S3
9 69 (34.33%) Agile Software Development
10 56 (27.86%) Data Pipeline
11 55 (27.36%) Amazon RDS
12 54 (26.87%) Apache Spark
13 51 (25.37%) Java
14 48 (23.88%) Oracle
14 48 (23.88%) GCP
14 48 (23.88%) Amazon Athena
15 47 (23.38%) Amazon EC2
15 47 (23.38%) Social Skills
16 46 (22.89%) Hadoop
17 42 (20.90%) Data Science
17 42 (20.90%) Big Data
18 41 (20.40%) Analytical Skills
18 41 (20.40%) Serverless
18 41 (20.40%) AWS Lambda
18 41 (20.40%) Visualisation
18 41 (20.40%) Tableau
19 40 (19.90%) Amazon EMR
20 39 (19.40%) Data Modelling
21 38 (18.91%) DevOps
22 37 (18.41%) BigQuery

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 54 (26.87%) Apache Spark
2 25 (12.44%) Confluence
3 22 (10.95%) Apache Airflow
4 20 (9.95%) SAS
5 12 (5.97%) Apache
6 9 (4.48%) Luigi
7 6 (2.99%) Oracle Workflow
8 3 (1.49%) Elasticsearch
9 2 (1.00%) Cloud Foundry
9 2 (1.00%) Jupyter
10 1 (0.50%) Drupal
10 1 (0.50%) Oracle SOA Suite
10 1 (0.50%) SharePoint
Applications
1 8 (3.98%) Microsoft Excel
2 1 (0.50%) SPSS
Business Applications
1 1 (0.50%) Oracle BPM
1 1 (0.50%) SAP MDG
1 1 (0.50%) SAP MDM
Cloud Services
1 177 (88.06%) AWS
2 74 (36.82%) Amazon S3
3 48 (23.88%) GCP
4 47 (23.38%) Amazon EC2
5 41 (20.40%) AWS Lambda
5 41 (20.40%) Serverless
6 40 (19.90%) Amazon EMR
7 34 (16.92%) Power Platform
8 26 (12.94%) Azure
9 25 (12.44%) Snowflake
10 19 (9.45%) AWS CloudFormation
11 15 (7.46%) Amazon Kinesis
12 12 (5.97%) Amazon Glacier
13 11 (5.47%) AWS Data Pipeline
14 10 (4.98%) Amazon CloudWatch
15 9 (4.48%) Google Data Studio
16 8 (3.98%) Amazon SQS
17 7 (3.48%) Tricentis Tosca
18 6 (2.99%) AWS CodePipeline
18 6 (2.99%) Cloud Computing
Communications & Networking
1 3 (1.49%) Network Security
2 2 (1.00%) Internet
3 1 (0.50%) Firewall
3 1 (0.50%) MQTT
3 1 (0.50%) Remote Desktop
3 1 (0.50%) VPN
Database & Business Intelligence
1 101 (50.25%) Data Warehouse
2 55 (27.36%) Amazon RDS
3 48 (23.88%) Amazon Athena
4 46 (22.89%) Hadoop
5 42 (20.90%) Big Data
6 41 (20.40%) Tableau
7 37 (18.41%) BigQuery
8 35 (17.41%) Relational Database
9 34 (16.92%) Power BI
10 33 (16.42%) PostgreSQL
11 30 (14.93%) NoSQL
12 27 (13.43%) Data Lake
12 27 (13.43%) MySQL
13 24 (11.94%) Amazon DynamoDB
14 20 (9.95%) Apache Hive
15 18 (8.96%) SQL Server
16 17 (8.46%) Looker
17 13 (6.47%) BusinessObjects
18 11 (5.47%) MongoDB
18 11 (5.47%) Pentaho
Development Applications
1 34 (16.92%) JIRA
2 20 (9.95%) Jenkins
3 16 (7.96%) Git (software)
4 10 (4.98%) GitLab
5 8 (3.98%) Bitbucket
6 6 (2.99%) Oracle APEX
7 4 (1.99%) Atlassian Bamboo
8 2 (1.00%) kappa
8 2 (1.00%) RStudio
8 2 (1.00%) Sonatype Nexus
9 1 (0.50%) Cucumber
9 1 (0.50%) ERwin
9 1 (0.50%) GoCD
9 1 (0.50%) ProC
9 1 (0.50%) SonarQube
General
1 47 (23.38%) Social Skills
2 41 (20.40%) Analytical Skills
3 27 (13.43%) Finance
4 9 (4.48%) Public Sector
5 7 (3.48%) Marketing
6 4 (1.99%) Documentation Skills
6 4 (1.99%) Pharmaceutical
7 3 (1.49%) Manufacturing
7 3 (1.49%) Presentation Skills
7 3 (1.49%) Retail
8 2 (1.00%) Advertising
8 2 (1.00%) Automotive
8 2 (1.00%) Front Office
8 2 (1.00%) Games
8 2 (1.00%) Public Speaking
9 1 (0.50%) Banking
9 1 (0.50%) Influencing Skills
9 1 (0.50%) Law
Job Titles
1 83 (41.29%) Data Engineer
2 51 (25.37%) AWS Engineer
3 27 (13.43%) Analyst
4 25 (12.44%) Architect
5 23 (11.44%) Developer
5 23 (11.44%) Python Engineer
6 22 (10.95%) Data Analyst
7 13 (6.47%) Data Architect
8 11 (5.47%) AWS Architect
8 11 (5.47%) DBA
9 10 (4.98%) ETL Developer
10 8 (3.98%) AWS Developer
11 7 (3.48%) Platform Engineer
12 6 (2.99%) Data Scientist
12 6 (2.99%) DevOps Engineer
12 6 (2.99%) Senior Data Engineer
13 5 (2.49%) Big Data Engineer
13 5 (2.49%) Business Intelligence Analyst
13 5 (2.49%) Cloud Engineer
13 5 (2.49%) SQL Developer
Libraries, Frameworks & Software Standards
1 30 (14.93%) Kafka
2 12 (5.97%) PySpark
3 11 (5.47%) JSON
3 11 (5.47%) Node.js
4 9 (4.48%) Spark Streaming
5 7 (3.48%) Web Services
6 6 (2.99%) Flask
7 5 (2.49%) Oracle GoldenGate
7 5 (2.49%) Spring
8 4 (1.99%) Pandas
9 3 (1.49%) JSON Schema
9 3 (1.49%) REST
9 3 (1.49%) XML
10 2 (1.00%) Apache NiFi
10 2 (1.00%) D3.js
10 2 (1.00%) Laravel
11 1 (0.50%) AngularJS
11 1 (0.50%) MLlib
11 1 (0.50%) pytest
11 1 (0.50%) Spring Boot
Miscellaneous
1 19 (9.45%) Data Structures
2 10 (4.98%) Greenfield Project
3 8 (3.98%) Management Information System
4 6 (2.99%) Hedge funds
5 4 (1.99%) Self-Motivation
6 3 (1.49%) Data Centre
7 2 (1.00%) Cloud Native
7 2 (1.00%) Equities
7 2 (1.00%) Fixed Income
8 1 (0.50%) Algorithms
8 1 (0.50%) CMDB
8 1 (0.50%) Internet of Things
8 1 (0.50%) Life Science
8 1 (0.50%) Linux Command Line
8 1 (0.50%) Public Cloud
8 1 (0.50%) Renewable Energy
Operating Systems
1 19 (9.45%) Linux
2 12 (5.97%) Unix
3 7 (3.48%) Windows
4 6 (2.99%) CentOS
4 6 (2.99%) Ubuntu
Processes & Methodologies
1 81 (40.30%) ETL
2 77 (38.31%) Business Intelligence
3 75 (37.31%) Analytics
4 69 (34.33%) Agile Software Development
5 56 (27.86%) Data Pipeline
6 42 (20.90%) Data Science
7 41 (20.40%) Visualisation
8 39 (19.40%) Data Modelling
9 38 (18.91%) DevOps
10 36 (17.91%) Migration
11 24 (11.94%) Data Engineering
12 22 (10.95%) Data Analysis
12 22 (10.95%) Data Analytics
12 22 (10.95%) Data Visualisation
12 22 (10.95%) Stakeholder Management
13 21 (10.45%) Data Transformation
14 20 (9.95%) Data Architecture
14 20 (9.95%) Data Integration
14 20 (9.95%) Machine Learning
15 16 (7.96%) Software Engineering
Programming Languages
1 122 (60.70%) SQL
2 116 (57.71%) Python
3 51 (25.37%) Java
4 21 (10.45%) Scala
5 20 (9.95%) PL/SQL
6 19 (9.45%) R
7 9 (4.48%) Shell Script
8 8 (3.98%) C++
8 8 (3.98%) Go
8 8 (3.98%) HiveQL
9 6 (2.99%) T-SQL
10 2 (1.00%) Bash Shell
10 2 (1.00%) PHP
11 1 (0.50%) Data Analysis Expressions (DAX)
11 1 (0.50%) MATLAB
11 1 (0.50%) Ruby
11 1 (0.50%) TypeScript
Qualifications
1 15 (7.46%) Security Cleared
2 14 (6.97%) Degree
3 13 (6.47%) AWS Certification
3 13 (6.47%) SC Cleared
4 9 (4.48%) Computer Science Degree
5 2 (1.00%) ISEB
5 2 (1.00%) PhD
5 2 (1.00%) PRINCE2 Practitioner
5 2 (1.00%) TOGAF Certification
6 1 (0.50%) DV Cleared
Quality Assurance & Compliance
1 16 (7.96%) QA
2 11 (5.47%) Data Quality
3 4 (1.99%) GDPR
4 1 (0.50%) HIPAA
4 1 (0.50%) IFRS
4 1 (0.50%) PMO
4 1 (0.50%) SLA
System Software
1 15 (7.46%) Docker
2 14 (6.97%) HDFS
3 1 (0.50%) Active Directory
3 1 (0.50%) Oracle RAC
Systems Management
1 21 (10.45%) Terraform
2 19 (9.45%) Ansible
3 18 (8.96%) Kubernetes
4 4 (1.99%) Opscode Chef
4 4 (1.99%) Puppet
5 2 (1.00%) Ambari
5 2 (1.00%) Hadoop YARN
5 2 (1.00%) Oozie
6 1 (0.50%) Oracle RMAN
6 1 (0.50%) Prometheus
Vendors
1 48 (23.88%) Oracle
2 31 (15.42%) Google
3 30 (14.93%) Informatica
4 23 (11.44%) Talend
5 12 (5.97%) Teradata
6 11 (5.47%) Microsoft
7 10 (4.98%) Databricks
8 8 (3.98%) SAP
9 4 (1.99%) Adobe
9 4 (1.99%) IBM
9 4 (1.99%) Salesforce.com
10 3 (1.49%) Ab Initio
10 3 (1.49%) Alteryx
10 3 (1.49%) MicroStrategy
10 3 (1.49%) Vertica
11 2 (1.00%) Cloudera
11 2 (1.00%) Hortonworks
11 2 (1.00%) Salesforce Marketing Cloud
11 2 (1.00%) StreamSets
11 2 (1.00%) Sybase