Period
to 27 July 2021

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 27 July 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
England > London
6 months to
27 Jul 2021
Same period 2020 Same period 2019
Rank 385 201 277
Rank change year-on-year -184 +76 +141
Contract jobs citing Amazon Redshift 134 205 388
As % of all contract jobs advertised in London 0.45% 1.27% 0.95%
As % of the Database & Business Intelligence category 1.86% 5.00% 3.75%
Number of daily rates quoted 102 190 200
10th Percentile £413 £475 £467
25th Percentile £463 £500 £525
Median daily rate (50th Percentile) £550 £550 £575
Median % change year-on-year - -4.35% +2.22%
75th Percentile £647 £713 £638
90th Percentile £700 £750 £713
England median daily rate £539 £550 £555
% change year-on-year -2.05% -0.90% +0.91%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £31.25
England 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 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 7,202 4,098 10,341
As % of all contract IT jobs advertised in London 24.12% 25.41% 25.41%
Number of daily rates quoted 5,089 2,958 7,590
10th Percentile £387 £363 £363
25th Percentile £463 £438 £425
Median daily rate (50th Percentile) £550 £525 £525
Median % change year-on-year +4.76% - +1.45%
75th Percentile £650 £629 £607
90th Percentile £725 £725 £688
England median daily rate £515 £500 £480
% change year-on-year +3.00% +4.17% +1.05%
Number of hourly rates quoted 35 29 57
10th Percentile £10.40 £15.99 £15.56
25th Percentile £18.13 £20.50 £20.00
Median hourly rate £29.63 £27.50 £24.50
Median % change year-on-year +7.73% +12.24% -18.33%
75th Percentile £45.31 £39.25 £43.75
90th Percentile £57.74 £49.20 £51.55
England median hourly rate £26.00 £24.70 £30.00
% change year-on-year +5.26% -17.67% -

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 27 July 2021.

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 27 July 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
South London +25 16 £625 +25.00% 1
Central London -22 16 £475 -20.83% 13
Amazon Redshift
England

For the 6 months to 27 July 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 London region with a requirement for Amazon Redshift.

1 114 (85.07%) AWS
2 85 (63.43%) SQL
3 75 (55.97%) Python
4 58 (43.28%) Data Warehouse
5 49 (36.57%) Analytics
6 47 (35.07%) ETL
7 44 (32.84%) Agile Software Development
8 43 (32.09%) Business Intelligence
8 43 (32.09%) Amazon S3
8 43 (32.09%) Data Pipeline
9 38 (28.36%) GCP
10 37 (27.61%) BigQuery
11 34 (25.37%) Snowflake
12 33 (24.63%) Social Skills
12 33 (24.63%) Data Science
13 32 (23.88%) Apache Spark
14 31 (23.13%) Visualisation
15 30 (22.39%) Tableau
15 30 (22.39%) Migration
16 27 (20.15%) Oracle
17 26 (19.40%) Google
18 25 (18.66%) Java
19 24 (17.91%) Big Data
19 24 (17.91%) Amazon EC2
20 23 (17.16%) Analytical Skills
20 23 (17.16%) Serverless
21 22 (16.42%) AWS Lambda
21 22 (16.42%) Kafka
21 22 (16.42%) Amazon EMR
21 22 (16.42%) Data Modelling

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 32 (23.88%) Apache Spark
2 15 (11.19%) Apache Airflow
3 10 (7.46%) Confluence
4 8 (5.97%) Luigi
4 8 (5.97%) SAS
5 5 (3.73%) Oracle Workflow
6 2 (1.49%) Cloud Foundry
7 1 (0.75%) Apache
7 1 (0.75%) Elasticsearch
7 1 (0.75%) Oracle SOA Suite
7 1 (0.75%) PowerExchange
7 1 (0.75%) SharePoint
Applications
1 1 (0.75%) SPSS
Business Applications
1 1 (0.75%) Infor M3
1 1 (0.75%) Oracle BPM
1 1 (0.75%) SAP MDG
1 1 (0.75%) SAP MDM
1 1 (0.75%) Sentinel
Cloud Services
1 114 (85.07%) AWS
2 43 (32.09%) Amazon S3
3 38 (28.36%) GCP
4 34 (25.37%) Snowflake
5 24 (17.91%) Amazon EC2
6 23 (17.16%) Serverless
7 22 (16.42%) Amazon EMR
7 22 (16.42%) AWS Lambda
8 14 (10.45%) Power Platform
9 13 (9.70%) Azure
10 8 (5.97%) Amazon Kinesis
10 8 (5.97%) AWS Data Pipeline
10 8 (5.97%) Google Data Studio
11 7 (5.22%) GitHub
12 6 (4.48%) Amazon CloudWatch
12 6 (4.48%) AWS CloudFormation
13 5 (3.73%) Amazon Glacier
13 5 (3.73%) Amazon SQS
13 5 (3.73%) Cloud Computing
13 5 (3.73%) Google Analytics
Communications & Networking
1 1 (0.75%) Firewall
1 1 (0.75%) Internet
Database & Business Intelligence
1 58 (43.28%) Data Warehouse
2 37 (27.61%) BigQuery
3 30 (22.39%) Tableau
4 24 (17.91%) Big Data
5 21 (15.67%) Amazon Athena
5 21 (15.67%) Amazon RDS
6 19 (14.18%) NoSQL
6 19 (14.18%) Relational Database
7 18 (13.43%) Hadoop
8 17 (12.69%) PostgreSQL
9 15 (11.19%) MySQL
10 14 (10.45%) Power BI
11 12 (8.96%) Amazon DynamoDB
11 12 (8.96%) Looker
11 12 (8.96%) SQL Server
12 11 (8.21%) Metadata
13 10 (7.46%) Data Lake
14 8 (5.97%) Azkaban
14 8 (5.97%) Data Mart
15 7 (5.22%) MongoDB
Development Applications
1 16 (11.94%) JIRA
2 10 (7.46%) Git (software)
3 9 (6.72%) Jenkins
4 6 (4.48%) Oracle APEX
5 3 (2.24%) GoCD
6 2 (1.49%) CircleCI
6 2 (1.49%) GitLab
7 1 (0.75%) Atlassian Bamboo
7 1 (0.75%) Bitbucket
7 1 (0.75%) ERwin
7 1 (0.75%) kappa
7 1 (0.75%) ProC
General
1 33 (24.63%) Social Skills
2 23 (17.16%) Analytical Skills
3 19 (14.18%) Finance
4 7 (5.22%) Marketing
5 4 (2.99%) Public Sector
6 2 (1.49%) Banking
6 2 (1.49%) Documentation Skills
6 2 (1.49%) Manufacturing
6 2 (1.49%) Retail
7 1 (0.75%) Automotive
7 1 (0.75%) Front Office
7 1 (0.75%) Law
7 1 (0.75%) Pharmaceutical
7 1 (0.75%) Presentation Skills
Job Titles
1 53 (39.55%) Data Engineer
2 20 (14.93%) AWS Engineer
3 15 (11.19%) Analyst
3 15 (11.19%) Developer
3 15 (11.19%) Python Engineer
4 14 (10.45%) Architect
5 11 (8.21%) Data Analyst
6 10 (7.46%) DBA
7 9 (6.72%) AWS Developer
8 7 (5.22%) Data Architect
8 7 (5.22%) ETL Developer
9 6 (4.48%) AWS Architect
10 5 (3.73%) Business Intelligence Analyst
10 5 (3.73%) Senior Data Engineer
10 5 (3.73%) Senior DBA
10 5 (3.73%) SQL Developer
11 4 (2.99%) Data Scientist
11 4 (2.99%) Informatica Developer
11 4 (2.99%) Programme Manager
11 4 (2.99%) Project Manager
Libraries, Frameworks & Software Standards
1 22 (16.42%) Kafka
2 10 (7.46%) Node.js
3 9 (6.72%) JSON
4 8 (5.97%) Spark Streaming
5 6 (4.48%) PySpark
6 5 (3.73%) Flask
6 5 (3.73%) Oracle GoldenGate
7 3 (2.24%) JSON Schema
7 3 (2.24%) Pandas
7 3 (2.24%) Web Services
8 2 (1.49%) D3.js
8 2 (1.49%) Laravel
8 2 (1.49%) REST
9 1 (0.75%) AngularJS
9 1 (0.75%) Lambda Expressions
9 1 (0.75%) LDAP
9 1 (0.75%) pytest
9 1 (0.75%) Spring
9 1 (0.75%) XML
9 1 (0.75%) YAML
Miscellaneous
1 14 (10.45%) Data Structures
2 7 (5.22%) Management Information System
3 6 (4.48%) Greenfield Project
4 5 (3.73%) Hedge funds
5 4 (2.99%) Cloud Native
5 4 (2.99%) Self-Motivation
6 3 (2.24%) Data Centre
6 3 (2.24%) Legacy Applications
6 3 (2.24%) Legacy Systems
7 2 (1.49%) Algorithms
8 1 (0.75%) CMDB
8 1 (0.75%) Equities
8 1 (0.75%) Fixed Income
8 1 (0.75%) Internet of Things
8 1 (0.75%) Linux Command Line
Operating Systems
1 14 (10.45%) Linux
2 5 (3.73%) CentOS
2 5 (3.73%) Ubuntu
2 5 (3.73%) Windows
3 4 (2.99%) Unix
Processes & Methodologies
1 49 (36.57%) Analytics
2 47 (35.07%) ETL
3 44 (32.84%) Agile Software Development
4 43 (32.09%) Business Intelligence
4 43 (32.09%) Data Pipeline
5 33 (24.63%) Data Science
6 31 (23.13%) Visualisation
7 30 (22.39%) Migration
8 22 (16.42%) Data Modelling
9 20 (14.93%) DevOps
10 19 (14.18%) Data Engineering
11 15 (11.19%) Data Architecture
11 15 (11.19%) Data Integration
11 15 (11.19%) Data Visualisation
12 14 (10.45%) Stakeholder Management
13 13 (9.70%) Data Transformation
13 13 (9.70%) Project Delivery
14 12 (8.96%) Project Management
15 11 (8.21%) Data Analytics
16 10 (7.46%) Machine Learning
Programming Languages
1 85 (63.43%) SQL
2 75 (55.97%) Python
3 25 (18.66%) Java
4 11 (8.21%) Scala
5 10 (7.46%) PL/SQL
6 8 (5.97%) C++
6 8 (5.97%) Go
7 7 (5.22%) Shell Script
8 4 (2.99%) R
9 3 (2.24%) T-SQL
10 2 (1.49%) PHP
10 2 (1.49%) TypeScript
11 1 (0.75%) Bash Shell
11 1 (0.75%) LookML
11 1 (0.75%) MATLAB
11 1 (0.75%) Ruby
Qualifications
1 12 (8.96%) Degree
1 12 (8.96%) Security Cleared
2 10 (7.46%) SC Cleared
3 9 (6.72%) Computer Science Degree
4 7 (5.22%) AWS Certification
5 2 (1.49%) PhD
5 2 (1.49%) PRINCE2 Practitioner
6 1 (0.75%) BPSS Clearance
6 1 (0.75%) DV Cleared
Quality Assurance & Compliance
1 6 (4.48%) QA
2 5 (3.73%) Data Quality
3 2 (1.49%) GDPR
4 1 (0.75%) IFRS
4 1 (0.75%) SLA
System Software
1 13 (9.70%) Docker
2 1 (0.75%) Active Directory
2 1 (0.75%) HDFS
Systems Management
1 13 (9.70%) Kubernetes
2 11 (8.21%) Terraform
3 6 (4.48%) Ansible
4 1 (0.75%) Ambari
4 1 (0.75%) Hadoop YARN
4 1 (0.75%) Oozie
4 1 (0.75%) Opscode Chef
4 1 (0.75%) Puppet
Vendors
1 27 (20.15%) Oracle
2 26 (19.40%) Google
3 15 (11.19%) Informatica
4 10 (7.46%) Databricks
5 7 (5.22%) Teradata
6 5 (3.73%) SAP
7 3 (2.24%) Alteryx
7 3 (2.24%) IBM
7 3 (2.24%) Microsoft
7 3 (2.24%) Salesforce.com
7 3 (2.24%) Talend
8 2 (1.49%) Adobe
8 2 (1.49%) Atlassian
8 2 (1.49%) Hortonworks
8 2 (1.49%) MicroStrategy
8 2 (1.49%) Salesforce Marketing Cloud
9 1 (0.75%) Ab Initio
9 1 (0.75%) Cadence
9 1 (0.75%) Cognos
9 1 (0.75%) Infor