Period
to 3 April 2020

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Amazon S3 skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon S3 over the 6 months to 3 April 2020 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
Central London > City of London
6 months to
3 Apr 2020
Same period 2019 Same period 2018
Rank 237 280 265
Rank change year-on-year +43 -15 +51
Permanent jobs citing Amazon S3 57 56 68
As % of all permanent jobs advertised in the City of London 0.66% 0.54% 0.63%
As % of the Cloud Services category 1.80% 1.80% 2.64%
Number of salaries quoted 51 46 50
Median annual salary £75,000 £70,000 £70,000
Median salary % change year-on-year +7.14% - +7.69%
10th Percentile £38,750 £55,000 £46,125
90th Percentile £93,750 £95,000 £82,625
Central London median annual salary £75,000 £66,250 £70,000
% change year-on-year +13.21% -5.36% +7.69%

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

All Cloud Skills
City of London
Permanent vacancies with a requirement for cloud computing skills 3,171 3,116 2,574
As % of all permanent IT jobs advertised in the City of London 36.62% 30.24% 24.00%
Number of salaries quoted 2,736 2,842 2,281
Median annual salary £67,500 £65,000 £62,500
Median salary % change year-on-year +3.85% +4.00% +4.17%
10th Percentile £36,750 £35,000 £36,250
90th Percentile £95,000 £94,875 £90,000
Central London median annual salary £67,500 £65,000 £60,000
% change year-on-year +3.85% +8.33% +1.69%

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
Salary Trend in the City of London

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

Salary trend for Amazon S3 in the City of London

Amazon S3
Salary Histogram in the City of London

Salary distribution for jobs citing Amazon S3 in the City of London over the 6 months to 3 April 2020.

Salary histogram for Amazon S3 in the City of London

For the 6 months to 3 April 2020, IT 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 permanent job ads across the City of London region with a requirement for Amazon S3.

1 49 (85.96%) AWS
2 31 (54.39%) Python
3 26 (45.61%) Java
4 23 (40.35%) Kafka
5 22 (38.60%) Apache Spark
6 20 (35.09%) SQL
7 18 (31.58%) Big Data
8 17 (29.82%) Amazon DynamoDB
8 17 (29.82%) Agile Software Development
8 17 (29.82%) Amazon EC2
8 17 (29.82%) Scala
9 16 (28.07%) NoSQL
9 16 (28.07%) TDD
9 16 (28.07%) PostgreSQL
9 16 (28.07%) Amazon RDS
9 16 (28.07%) Serverless
10 15 (26.32%) Data Science
11 14 (24.56%) Amazon EMR
11 14 (24.56%) AWS Lambda
11 14 (24.56%) Finance
11 14 (24.56%) Hadoop
11 14 (24.56%) Software Engineering
12 13 (22.81%) Apache Airflow
12 13 (22.81%) Analytics
13 12 (21.05%) Amazon Redshift
14 11 (19.30%) Docker
14 11 (19.30%) Node.js
14 11 (19.30%) Amazon Athena
15 10 (17.54%) JavaScript
15 10 (17.54%) Data Warehouse

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 22 (38.60%) Apache Spark
2 13 (22.81%) Apache Airflow
3 9 (15.79%) Luigi
4 5 (8.77%) Elasticsearch
5 2 (3.51%) Jupyter
6 1 (1.75%) Apache
Applications
1 1 (1.75%) Adobe Creative Suite
1 1 (1.75%) Figma
1 1 (1.75%) Photoshop
1 1 (1.75%) Sketch
Cloud Services
1 49 (85.96%) AWS
2 17 (29.82%) Amazon EC2
3 16 (28.07%) Serverless
4 14 (24.56%) Amazon EMR
4 14 (24.56%) AWS Lambda
5 7 (12.28%) Amazon ECS
6 6 (10.53%) Amazon Kinesis
6 6 (10.53%) CloudFront
6 6 (10.53%) GCP
7 4 (7.02%) Amazon SageMaker
8 3 (5.26%) Amazon SQS
8 3 (5.26%) AWS CloudFormation
8 3 (5.26%) Azure
8 3 (5.26%) GitHub
9 2 (3.51%) Amazon CloudWatch
9 2 (3.51%) Amazon EKS
9 2 (3.51%) AWS Fargate
9 2 (3.51%) Azure Data Factory
9 2 (3.51%) Route 53
10 1 (1.75%) AWS CodePipeline
Communications & Networking
1 5 (8.77%) FTP
2 1 (1.75%) DNS
2 1 (1.75%) Firewall
Database & Business Intelligence
1 18 (31.58%) Big Data
2 17 (29.82%) Amazon DynamoDB
3 16 (28.07%) Amazon RDS
3 16 (28.07%) NoSQL
3 16 (28.07%) PostgreSQL
4 14 (24.56%) Hadoop
5 12 (21.05%) Amazon Redshift
6 11 (19.30%) Amazon Athena
7 10 (17.54%) Data Warehouse
7 10 (17.54%) MongoDB
8 6 (10.53%) Redis
9 5 (8.77%) Apache Cassandra
9 5 (8.77%) BigQuery
9 5 (8.77%) Relational Database
10 4 (7.02%) Amazon Aurora
10 4 (7.02%) Azkaban
10 4 (7.02%) MySQL
11 3 (5.26%) Apache Hive
11 3 (5.26%) Data Lake
12 2 (3.51%) RDBMS
Development Applications
1 9 (15.79%) Git (software)
2 8 (14.04%) Jenkins
3 4 (7.02%) CircleCI
4 3 (5.26%) Maven
5 2 (3.51%) GitLab
5 2 (3.51%) PhantomJS
5 2 (3.51%) Subversion
5 2 (3.51%) WebDriver
6 1 (1.75%) Ant
6 1 (1.75%) Babel
6 1 (1.75%) Bitbucket
6 1 (1.75%) Gradle
6 1 (1.75%) Jasmine
6 1 (1.75%) JUnit
6 1 (1.75%) Karma Test Runner
6 1 (1.75%) Mercurial
6 1 (1.75%) Mocha
6 1 (1.75%) Sinon.JS
6 1 (1.75%) TeamCity
6 1 (1.75%) webpack
General
1 14 (24.56%) Finance
2 7 (12.28%) Marketing
3 5 (8.77%) Retail
4 4 (7.02%) Automotive
5 2 (3.51%) Banking
5 2 (3.51%) Billing
5 2 (3.51%) Investment Banking
5 2 (3.51%) Manufacturing
5 2 (3.51%) Telecoms
6 1 (1.75%) Advertising
6 1 (1.75%) Front Office
6 1 (1.75%) Law
6 1 (1.75%) Legal
6 1 (1.75%) Music Industry
6 1 (1.75%) Public Sector
Job Titles
1 25 (43.86%) Data Engineer
2 11 (19.30%) Developer
3 9 (15.79%) Software Engineer
4 7 (12.28%) AWS Engineer
4 7 (12.28%) Senior Data Engineer
5 5 (8.77%) AWS Developer
5 5 (8.77%) Full Stack Developer
6 4 (7.02%) Python Developer
7 3 (5.26%) Architect
7 3 (5.26%) Data Architect
7 3 (5.26%) Java Engineer
7 3 (5.26%) Junior
7 3 (5.26%) Python Engineer
7 3 (5.26%) Senior Software Engineer
8 2 (3.51%) AWS Software Engineer
8 2 (3.51%) Cloud Developer
8 2 (3.51%) Cloud Engineer
8 2 (3.51%) DevOps Engineer
8 2 (3.51%) PostgreSQL Developer
8 2 (3.51%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 23 (40.35%) Kafka
2 11 (19.30%) Node.js
3 6 (10.53%) AngularJS
3 6 (10.53%) Elastic Stack
3 6 (10.53%) PySpark
4 5 (8.77%) HTML
4 5 (8.77%) REST
5 4 (7.02%) React
5 4 (7.02%) Spark Streaming
5 4 (7.02%) Spring
5 4 (7.02%) Web Services
6 3 (5.26%) CSS
6 3 (5.26%) Hibernate
6 3 (5.26%) HTML5
6 3 (5.26%) RabbitMQ
7 2 (3.51%) Flask
7 2 (3.51%) Natural Language Processing
7 2 (3.51%) Pandas
7 2 (3.51%) SOAP
7 2 (3.51%) Spring Batch
Miscellaneous
1 6 (10.53%) Algorithms
2 5 (8.77%) Greenfield Project
2 5 (8.77%) Hedge funds
2 5 (8.77%) Management Information System
3 3 (5.26%) Mobile App
4 2 (3.51%) Augmented Reality
4 2 (3.51%) Data Structures
4 2 (3.51%) Equities
4 2 (3.51%) Self-Motivation
4 2 (3.51%) User Experience
5 1 (1.75%) Cloud Native
5 1 (1.75%) Linux Command Line
5 1 (1.75%) Public Cloud
5 1 (1.75%) Video on Demand
Operating Systems
1 5 (8.77%) Linux
2 2 (3.51%) Unix
3 1 (1.75%) Android
3 1 (1.75%) Apple iOS
3 1 (1.75%) Windows
3 1 (1.75%) Windows Server
Processes & Methodologies
1 17 (29.82%) Agile Software Development
2 16 (28.07%) TDD
3 15 (26.32%) Data Science
4 14 (24.56%) Software Engineering
5 13 (22.81%) Analytics
6 10 (17.54%) Artificial Intelligence
6 10 (17.54%) ETL
6 10 (17.54%) Machine Learning
7 8 (14.04%) Computer Science
7 8 (14.04%) Low Latency
8 7 (12.28%) Data Architecture
8 7 (12.28%) Data Ingestion
8 7 (12.28%) Data Integration
8 7 (12.28%) Data Modelling
9 6 (10.53%) Actionable Insight
9 6 (10.53%) Business Intelligence
9 6 (10.53%) Data Strategy
9 6 (10.53%) Marketing Analytics
9 6 (10.53%) Test Automation
10 5 (8.77%) Quantitative Research
Programming Languages
1 31 (54.39%) Python
2 26 (45.61%) Java
3 20 (35.09%) SQL
4 17 (29.82%) Scala
5 10 (17.54%) JavaScript
6 9 (15.79%) C++
7 8 (14.04%) TypeScript
8 3 (5.26%) Bash Shell
8 3 (5.26%) ES6
9 2 (3.51%) C#
9 2 (3.51%) PHP
9 2 (3.51%) R
10 1 (1.75%) ES7
10 1 (1.75%) Java 8
10 1 (1.75%) Kotlin
10 1 (1.75%) PowerShell
10 1 (1.75%) Shell Script
Qualifications
1 10 (17.54%) Degree
2 5 (8.77%) Computer Science Degree
Quality Assurance & Compliance
1 2 (3.51%) QA
2 1 (1.75%) Data Quality
2 1 (1.75%) GDPR
2 1 (1.75%) ISO/IEC 27001
System Software
1 11 (19.30%) Docker
2 1 (1.75%) Active Directory
2 1 (1.75%) HDFS
Systems Management
1 9 (15.79%) Ansible
1 9 (15.79%) Terraform
2 8 (14.04%) Kubernetes
3 6 (10.53%) Puppet
4 5 (8.77%) Opscode Chef
4 5 (8.77%) Salt
5 4 (7.02%) Packer
6 2 (3.51%) Kibana
7 1 (1.75%) Control-M
7 1 (1.75%) Grafana
7 1 (1.75%) Graphite
7 1 (1.75%) logstash
7 1 (1.75%) Nagios
7 1 (1.75%) Prometheus
Vendors
1 3 (5.26%) Google
1 3 (5.26%) Splunk
2 1 (1.75%) Ab Initio
2 1 (1.75%) Adobe
2 1 (1.75%) Informatica
2 1 (1.75%) New Relic
2 1 (1.75%) Talend