Period
to

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Amazon S3 skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Amazon S3 over the 6 months to 12 August 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 Simple Storage Service (S3)
Central London > City of London
6 months to
12 Aug 2022
Same period 2021 Same period 2020
Rank 135 149 113
Rank change year-on-year +14 -36 +49
Contract jobs citing Amazon S3 65 22 18
As % of all contract jobs advertised in the City of London 1.44% 0.63% 0.83%
As % of the Cloud Services category 4.08% 1.69% 2.49%
Number of daily rates quoted 34 19 15
10th Percentile £467 £407 £418
25th Percentile £516 £481 £448
Median daily rate (50th Percentile) £575 £550 £525
Median % change year-on-year +4.55% +4.76% -8.70%
75th Percentile £669 £675 £656
90th Percentile £768 £739 £738
Central London median daily rate £575 £550 £525
% change year-on-year +4.55% +4.76% -8.70%

Amazon S3 is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for cloud computing skills.

All Cloud Skills
City of London
Contract vacancies with a requirement for cloud computing skills 1,592 1,303 723
As % of all contract IT jobs advertised in the City of London 35.16% 37.57% 33.38%
Number of daily rates quoted 1,179 956 559
10th Percentile £350 £373 £323
25th Percentile £471 £463 £425
Median daily rate (50th Percentile) £575 £550 £513
Median % change year-on-year +4.55% +7.32% -2.38%
75th Percentile £675 £638 £588
90th Percentile £763 £713 £675
Central London median daily rate £563 £550 £513
% change year-on-year +2.27% +7.32% -2.38%
Number of hourly rates quoted 11 12 6
10th Percentile £15.75 £13.65 £17.50
25th Percentile £22.63 £13.88 £21.43
Median hourly rate £50.00 £22.98 £33.92
Median % change year-on-year +117.63% -32.27% +61.52%
75th Percentile £57.50 £31.06 £46.74
90th Percentile - £41.53 £52.63
Central London median hourly rate £41.50 £22.98 £33.92
% change year-on-year +80.63% -32.27% +59.62%

Amazon S3
Job Vacancy Trend in the City of London

Job postings citing Amazon S3 as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Amazon S3 in the City of London

Amazon S3
Contractor Daily Rate Trend in the City of London

3-month moving average daily rate quoted in jobs citing Amazon S3 in the City of London.

Daily rate trend for Amazon S3 in the City of London

Amazon S3
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing Amazon S3 in the City of London over the 6 months to 12 August 2022.

Daily rate histogram for Amazon S3 in the City of London

For the 6 months to 12 August 2022, IT contractor jobs citing Amazon S3 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 City of London region with a requirement for Amazon S3.

1 62 (95.38%) AWS
2 39 (60.00%) Amazon EC2
3 33 (50.77%) Serverless
4 32 (49.23%) Python
5 29 (44.62%) Agile
6 25 (38.46%) SQL
7 23 (35.38%) Azure
7 23 (35.38%) Amazon RDS
7 23 (35.38%) DevOps
8 22 (33.85%) Kubernetes
8 22 (33.85%) Finance
8 22 (33.85%) Linux
8 22 (33.85%) PowerShell
9 21 (32.31%) Java
10 19 (29.23%) Data Warehouse
11 18 (27.69%) Apache Spark
12 17 (26.15%) Kafka
12 17 (26.15%) JavaScript
12 17 (26.15%) T-SQL
12 17 (26.15%) AWS Lambda
12 17 (26.15%) Data Lake
13 16 (24.62%) Azure Data Factory
13 16 (24.62%) C#
13 16 (24.62%) Windows
13 16 (24.62%) Active Directory
14 15 (23.08%) TOGAF
14 15 (23.08%) Infrastructure as Code
15 14 (21.54%) Azure Functions
15 14 (21.54%) Azure SQL Data Warehouse
15 14 (21.54%) Cloud Native

Amazon S3
Co-occurring IT Skills in the City of 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 18 (27.69%) Apache Spark
2 14 (21.54%) Apache Pig
3 4 (6.15%) Apache Airflow
4 3 (4.62%) Confluence
5 1 (1.54%) Red Hat Fuse
Business Applications
1 9 (13.85%) SAP S/4HANA
Cloud Services
1 62 (95.38%) AWS
2 39 (60.00%) Amazon EC2
3 33 (50.77%) Serverless
4 23 (35.38%) Azure
5 17 (26.15%) AWS Lambda
6 16 (24.62%) Azure Data Factory
7 14 (21.54%) Azure Active Directory
7 14 (21.54%) Azure AKS
7 14 (21.54%) Azure Cosmos DB
7 14 (21.54%) Azure Functions
7 14 (21.54%) Azure Storage
8 10 (15.38%) SaaS
9 8 (12.31%) AWS CodeBuild
10 6 (9.23%) Amazon SageMaker
10 6 (9.23%) AWS CodePipeline
10 6 (9.23%) GitHub
11 5 (7.69%) Amazon CloudWatch
11 5 (7.69%) AWS CloudFormation
11 5 (7.69%) AWS Fargate
11 5 (7.69%) AWS Step Functions
Communications & Networking
1 3 (4.62%) Firewall
1 3 (4.62%) VPN
2 2 (3.08%) Cisco ASA
2 2 (3.08%) Cisco Firepower
2 2 (3.08%) Cisco IOS
2 2 (3.08%) IPsec
2 2 (3.08%) LAN
2 2 (3.08%) NetScaler
2 2 (3.08%) SD-WAN
2 2 (3.08%) WAN
2 2 (3.08%) Wireless
2 2 (3.08%) WLAN
3 1 (1.54%) DNS
3 1 (1.54%) Internet
3 1 (1.54%) Network Security
Database & Business Intelligence
1 23 (35.38%) Amazon RDS
2 19 (29.23%) Data Warehouse
3 17 (26.15%) Data Lake
4 14 (21.54%) Azure SQL Data Warehouse
4 14 (21.54%) Azure SQL Database
4 14 (21.54%) SAP HANA
5 12 (18.46%) Amazon Athena
6 9 (13.85%) SAP BW
7 7 (10.77%) Amazon Redshift
8 4 (6.15%) Big Data
8 4 (6.15%) PostgreSQL
8 4 (6.15%) SQL Server
9 3 (4.62%) MySQL
9 3 (4.62%) Power BI
9 3 (4.62%) SQL Server Integration Services
9 3 (4.62%) Tableau
10 2 (3.08%) Elasticsearch
10 2 (3.08%) NoSQL
11 1 (1.54%) DynamoDB
11 1 (1.54%) Relational Database
Development Applications
1 9 (13.85%) PowerDesigner
2 6 (9.23%) Git (software)
2 6 (9.23%) Jenkins
3 4 (6.15%) JIRA
4 3 (4.62%) Snakemake
5 2 (3.08%) Bitbucket
5 2 (3.08%) Gerrit
6 1 (1.54%) Eclipse
6 1 (1.54%) GitLab
6 1 (1.54%) Maven
6 1 (1.54%) Team Foundation Server
6 1 (1.54%) Tricentis qTest
General
1 22 (33.85%) Finance
2 11 (16.92%) Legal
3 9 (13.85%) Financial Institution
4 7 (10.77%) Banking
4 7 (10.77%) Presentation Skills
4 7 (10.77%) Retail
5 6 (9.23%) Social Skills
6 4 (6.15%) Analytical Skills
7 2 (3.08%) Law
8 1 (1.54%) Front Office
8 1 (1.54%) Pharmaceutical
8 1 (1.54%) Public Sector
Job Titles
1 23 (35.38%) Architect
2 16 (24.62%) Solutions Architect
3 12 (18.46%) AWS Engineer
4 8 (12.31%) AWS Architect
5 7 (10.77%) Cloud Engineer
5 7 (10.77%) Developer
6 6 (9.23%) Data Engineer
7 4 (6.15%) Security Engineer
8 3 (4.62%) AWS DevOps
8 3 (4.62%) Data Migration Engineer
8 3 (4.62%) Infrastructure Engineer
8 3 (4.62%) Java Developer
8 3 (4.62%) Migration Engineer
8 3 (4.62%) Salesforce Architect
8 3 (4.62%) Salesforce Solution Architect
8 3 (4.62%) Technical Leader
9 2 (3.08%) AWS Data Engineer
9 2 (3.08%) AWS DevOps Engineer
9 2 (3.08%) DevOps Engineer
9 2 (3.08%) Solutions Architect - Amazon Web Services
Libraries, Frameworks & Software Standards
1 17 (26.15%) Kafka
2 7 (10.77%) RESTful
3 6 (9.23%) PySpark
4 5 (7.69%) Pandas
4 5 (7.69%) pytest
5 4 (6.15%) REST
5 4 (6.15%) Spring Boot
6 3 (4.62%) Flask
6 3 (4.62%) HTML
6 3 (4.62%) React
6 3 (4.62%) scikit-learn
6 3 (4.62%) Spring
6 3 (4.62%) Tidyverse
7 2 (3.08%) Apache Camel
7 2 (3.08%) CSS
8 1 (1.54%) CSS3
8 1 (1.54%) Entity Framework
8 1 (1.54%) Node.js
8 1 (1.54%) Spark Streaming
8 1 (1.54%) Twitter Bootstrap
Miscellaneous
1 14 (21.54%) Cloud Native
2 10 (15.38%) Legacy Applications
3 9 (13.85%) Hedge funds
4 3 (4.62%) Legacy Systems
4 3 (4.62%) Public Cloud
5 1 (1.54%) Clustering
5 1 (1.54%) Credit Risk
5 1 (1.54%) Enterprise Software
5 1 (1.54%) Equities
5 1 (1.54%) Life Science
5 1 (1.54%) OTC Derivatives
5 1 (1.54%) Reinsurance
5 1 (1.54%) Replication
5 1 (1.54%) Self-Motivation
Operating Systems
1 22 (33.85%) Linux
2 16 (24.62%) Windows
3 14 (21.54%) Debian
3 14 (21.54%) Red Hat Enterprise Linux
3 14 (21.54%) Ubuntu
4 3 (4.62%) Unix
5 1 (1.54%) Windows 10
5 1 (1.54%) Windows Server
Processes & Methodologies
1 29 (44.62%) Agile
2 23 (35.38%) DevOps
3 15 (23.08%) Infrastructure as Code
3 15 (23.08%) TOGAF
4 14 (21.54%) ArchiMate
4 14 (21.54%) Microservices
4 14 (21.54%) Multi-Factor Authentication
5 13 (20.00%) Data Protection
6 12 (18.46%) Analytics
6 12 (18.46%) Business Intelligence
6 12 (18.46%) CI/CD
7 11 (16.92%) Information Security
8 10 (15.38%) CRM
8 10 (15.38%) Test Automation
9 9 (13.85%) ETL
9 9 (13.85%) Migration
9 9 (13.85%) Re-Platforming
9 9 (13.85%) The Twelve-Factor App
10 7 (10.77%) Data Engineering
10 7 (10.77%) Infrastructure Engineering
Programming Languages
1 32 (49.23%) Python
2 25 (38.46%) SQL
3 22 (33.85%) PowerShell
4 21 (32.31%) Java
5 17 (26.15%) JavaScript
5 17 (26.15%) T-SQL
6 16 (24.62%) C#
7 14 (21.54%) Go
7 14 (21.54%) Perl
7 14 (21.54%) PHP
8 5 (7.69%) Bash
9 2 (3.08%) TypeScript
10 1 (1.54%) Ruby
10 1 (1.54%) Scala
Qualifications
1 8 (12.31%) Security Cleared
2 7 (10.77%) SC Cleared
3 3 (4.62%) DV Cleared
4 2 (3.08%) AWS Certification
5 1 (1.54%) BPSS Clearance
5 1 (1.54%) TOGAF Certification
Quality Assurance & Compliance
1 11 (16.92%) GDPR
2 4 (6.15%) QA
3 2 (3.08%) Data Quality
4 1 (1.54%) Accessibility
System Software
1 16 (24.62%) Active Directory
2 11 (16.92%) Docker
3 3 (4.62%) vSphere
Systems Management
1 22 (33.85%) Kubernetes
2 13 (20.00%) Terraform
3 7 (10.77%) Ansible
3 7 (10.77%) Opscode Chef
4 3 (4.62%) vRealize
4 3 (4.62%) vRealize Orchestrator
5 2 (3.08%) Cisco CUCM
5 2 (3.08%) Grafana
6 1 (1.54%) HP Quality Center
6 1 (1.54%) Prometheus
6 1 (1.54%) Puppet
Vendors
1 14 (21.54%) BiZZdesign
1 14 (21.54%) Cloudera
1 14 (21.54%) MuleSoft
1 14 (21.54%) Red Hat
1 14 (21.54%) Salesforce.com
1 14 (21.54%) SAP
2 10 (15.38%) Microsoft
3 3 (4.62%) VMware
4 2 (3.08%) Barracuda Networks
4 2 (3.08%) Cisco
4 2 (3.08%) Citrix
4 2 (3.08%) Databricks
4 2 (3.08%) Meraki
5 1 (1.54%) Blue Prism
5 1 (1.54%) Guidewire
5 1 (1.54%) Oracle
5 1 (1.54%) PagerDuty
5 1 (1.54%) PeopleSoft
5 1 (1.54%) UiPath