Period
to 27 November 2021

The following table provides summary statistics for permanent job vacancies advertised in the Midlands 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 27 November 2021 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
England > Midlands
6 months to
27 Nov 2021
Same period 2020 Same period 2019
Rank 277 195 277
Rank change year-on-year -82 +82 +14
Permanent jobs citing Amazon S3 47 23 54
As % of all permanent jobs advertised in the Midlands 0.44% 0.50% 0.48%
As % of the Cloud Services category 1.09% 1.27% 1.57%
Number of salaries quoted 26 10 41
10th Percentile £36,875 £36,000 £43,470
25th Percentile £49,625 £43,750 £44,426
Median annual salary (50th Percentile) £62,500 £68,250 £65,000
Median % change year-on-year -8.42% +5.00% +15.56%
75th Percentile £68,125 £78,625 £72,500
90th Percentile £86,875 £85,625 "
England median annual salary £77,500 £72,500 £72,500
% change year-on-year +6.90% - +11.54%

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 Midlands with a requirement for cloud computing skills.

All Cloud Skills
Midlands
Permanent vacancies with a requirement for cloud computing skills 4,297 1,812 3,450
As % of all permanent IT jobs advertised in the Midlands 39.98% 39.01% 30.65%
Number of salaries quoted 3,410 1,506 2,968
10th Percentile £29,500 £28,500 £26,250
25th Percentile £37,500 £35,063 £34,438
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -
75th Percentile £66,344 £61,250 £60,000
90th Percentile £80,000 £72,500 £72,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Amazon S3
Job Vacancy Trend in the Midlands

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

Job vacancy trend for Amazon S3 in the Midlands

Amazon S3
Salary Trend in the Midlands

3-month moving average salary quoted in jobs citing Amazon S3 in the Midlands.

Salary trend for Amazon S3 in the Midlands

Amazon S3
Salary Histogram in the Midlands

Salary distribution for jobs citing Amazon S3 in the Midlands over the 6 months to 27 November 2021.

Salary histogram for Amazon S3 in the Midlands

Amazon S3
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon S3 within the Midlands region over the 6 months to 27 November 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Midlands -85 36 £62,500 +25.00% 10
East Midlands -61 11 £53,250 -29.00% 7
Amazon S3
England

For the 6 months to 27 November 2021, 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 Midlands region with a requirement for Amazon S3.

1 47 (100.00%) AWS
2 27 (57.45%) Azure
3 24 (51.06%) Agile Software Development
4 22 (46.81%) Amazon EC2
4 22 (46.81%) SQL
5 21 (44.68%) DevOps
6 19 (40.43%) C#
7 17 (36.17%) Amazon CloudWatch
8 16 (34.04%) Amazon DynamoDB
8 16 (34.04%) AWS Lambda
8 16 (34.04%) Serverless
8 16 (34.04%) .NET
8 16 (34.04%) XML
8 16 (34.04%) Visualisation
8 16 (34.04%) JSON
9 15 (31.91%) PHP
9 15 (31.91%) Scrum
9 15 (31.91%) REST
9 15 (31.91%) Redis
10 14 (29.79%) Amazon SQS
10 14 (29.79%) Business Intelligence
10 14 (29.79%) Microsoft
10 14 (29.79%) Social Media
11 13 (27.66%) Git (software)
12 12 (25.53%) Artificial Intelligence
12 12 (25.53%) Relational Database
13 11 (23.40%) Elasticsearch
13 11 (23.40%) React
13 11 (23.40%) MySQL
14 10 (21.28%) Python

Amazon S3
Co-occurring IT Skills in the Midlands 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 11 (23.40%) Elasticsearch
2 6 (12.77%) Apache Spark
3 5 (10.64%) SAS
4 4 (8.51%) IBM Domino
5 2 (4.26%) Apache Airflow
6 1 (2.13%) Apache
6 1 (2.13%) Luigi
6 1 (2.13%) nginx
Applications
1 4 (8.51%) Spreadsheet
Business Applications
1 2 (4.26%) Sentinel
Cloud Services
1 47 (100.00%) AWS
2 27 (57.45%) Azure
3 22 (46.81%) Amazon EC2
4 17 (36.17%) Amazon CloudWatch
5 16 (34.04%) AWS Lambda
5 16 (34.04%) Serverless
6 14 (29.79%) Amazon SQS
7 10 (21.28%) Amazon ECS
7 10 (21.28%) AWS CloudFormation
8 9 (19.15%) Azure Machine Learning
8 9 (19.15%) GitHub
9 7 (14.89%) Azure Data Factory
9 7 (14.89%) Azure Synapse Analytics
9 7 (14.89%) PaaS
10 6 (12.77%) IaaS
11 5 (10.64%) Amazon ELB
11 5 (10.64%) Cloud Computing
11 5 (10.64%) Power Platform
12 4 (8.51%) CloudFront
12 4 (8.51%) Virtual Private Cloud
Communications & Networking
1 1 (2.13%) Cisco IPT
1 1 (2.13%) Fibre Channel
1 1 (2.13%) Firewall
1 1 (2.13%) iSCSI
1 1 (2.13%) SAN
1 1 (2.13%) VLAN
Database & Business Intelligence
1 16 (34.04%) Amazon DynamoDB
2 15 (31.91%) Redis
3 12 (25.53%) Relational Database
4 11 (23.40%) MySQL
5 10 (21.28%) Amazon Redshift
6 9 (19.15%) NoSQL
7 8 (17.02%) SQL Server
8 6 (12.77%) Amazon Athena
8 6 (12.77%) Amazon Aurora
8 6 (12.77%) Data Warehouse
8 6 (12.77%) SQL Server Integration Services
9 5 (10.64%) Big Data
9 5 (10.64%) Power BI
10 4 (8.51%) Hadoop
11 3 (6.38%) Metadata
11 3 (6.38%) QlikView
12 2 (4.26%) Amazon RDS
12 2 (4.26%) Data Lake
12 2 (4.26%) Electronic Patient Records
13 1 (2.13%) Azure SQL Data Warehouse
Development Applications
1 13 (27.66%) Git (software)
2 8 (17.02%) Visual Studio
3 5 (10.64%) CircleCI
4 4 (8.51%) PHPUnit
5 2 (4.26%) GitLab
6 1 (2.13%) Atlassian Bamboo
6 1 (2.13%) Jenkins
6 1 (2.13%) kappa
6 1 (2.13%) Travis CI
General
1 7 (14.89%) Social Skills
2 6 (12.77%) Finance
3 3 (6.38%) Banking
4 2 (4.26%) Law
5 1 (2.13%) Analytical Skills
5 1 (2.13%) Financial Institution
5 1 (2.13%) Influencing Skills
5 1 (2.13%) Local Government
5 1 (2.13%) Marketing
5 1 (2.13%) Public Sector
Job Titles
1 31 (65.96%) Developer
2 15 (31.91%) PHP Developer
3 8 (17.02%) Senior Developer
3 8 (17.02%) Senior PHP Developer
3 8 (17.02%) Software Developer
4 7 (14.89%) Backend Developer
5 6 (12.77%) Data Engineer
6 4 (8.51%) Azure Developer
6 4 (8.51%) PHP Laravel Developer
7 3 (6.38%) Cloud Engineer
7 3 (6.38%) Security Engineer
8 2 (4.26%) AWS Developer
8 2 (4.26%) AWS Engineer
8 2 (4.26%) Cybersecurity Engineer
8 2 (4.26%) DevOps Engineer
8 2 (4.26%) Software Engineer
9 1 (2.13%) AWS DevOps Engineer
9 1 (2.13%) Azure Engineer
9 1 (2.13%) Lead DevOps Engineer
9 1 (2.13%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 16 (34.04%) .NET
1 16 (34.04%) JSON
1 16 (34.04%) XML
2 15 (31.91%) REST
3 11 (23.40%) React
4 10 (21.28%) AngularJS
5 9 (19.15%) .NET Core
5 9 (19.15%) RESTful
5 9 (19.15%) Web Services
6 4 (8.51%) Laravel
6 4 (8.51%) Vue.js
7 2 (4.26%) Kafka
7 2 (4.26%) Node.js
8 1 (2.13%) Angular 2
8 1 (2.13%) CSS
8 1 (2.13%) GraphQL
8 1 (2.13%) React Native
8 1 (2.13%) Ruby on Rails
8 1 (2.13%) Sinatra
8 1 (2.13%) YAML
Miscellaneous
1 14 (29.79%) Social Media
2 8 (17.02%) Driving Licence
3 4 (8.51%) Credit Risk
3 4 (8.51%) iPhone
3 4 (8.51%) Photography
3 4 (8.51%) Smartphone
4 2 (4.26%) Public Cloud
5 1 (2.13%) Cloud Native
5 1 (2.13%) Legacy Applications
5 1 (2.13%) Mobile App
Operating Systems
1 5 (10.64%) Linux
2 3 (6.38%) Windows
3 2 (4.26%) Mac OS
4 1 (2.13%) Red Hat Enterprise Linux
4 1 (2.13%) Ubuntu
4 1 (2.13%) Windows Server
Processes & Methodologies
1 24 (51.06%) Agile Software Development
2 21 (44.68%) DevOps
3 16 (34.04%) Visualisation
4 15 (31.91%) Scrum
5 14 (29.79%) Business Intelligence
6 12 (25.53%) Artificial Intelligence
7 10 (21.28%) Analytics
7 10 (21.28%) Software Engineering
8 9 (19.15%) Continuous Delivery
8 9 (19.15%) Data Analysis
9 8 (17.02%) Clean Code
9 8 (17.02%) Machine Learning
9 8 (17.02%) MVC
9 8 (17.02%) Sprint Planning
9 8 (17.02%) Sprint Retrospective
10 7 (14.89%) Data Analytics
10 7 (14.89%) ETL
11 6 (12.77%) Configuration Management
11 6 (12.77%) Data Visualisation
11 6 (12.77%) TDD
Programming Languages
1 22 (46.81%) SQL
2 19 (40.43%) C#
3 15 (31.91%) PHP
4 10 (21.28%) PowerShell
4 10 (21.28%) Python
5 6 (12.77%) JavaScript
5 6 (12.77%) T-SQL
6 3 (6.38%) Ruby
7 2 (4.26%) Java
7 2 (4.26%) Perl
7 2 (4.26%) Scala
7 2 (4.26%) VB
8 1 (2.13%) Bash Shell
8 1 (2.13%) ES6
8 1 (2.13%) Shell Script
Qualifications
1 10 (21.28%) Degree
2 2 (4.26%) GCFA
2 2 (4.26%) GCFE
2 2 (4.26%) GCIA
2 2 (4.26%) GCIH
2 2 (4.26%) SANS
3 1 (2.13%) (ISC)2 CCSP
3 1 (2.13%) AWS Certification
3 1 (2.13%) CCSP
3 1 (2.13%) Cisco Certification
3 1 (2.13%) CISSP
Quality Assurance & Compliance
1 5 (10.64%) Data Quality
2 3 (6.38%) Sarbanes-Oxley
3 1 (2.13%) IFRS
3 1 (2.13%) IFRS 9
System Software
1 7 (14.89%) Docker
2 1 (2.13%) Active Directory
2 1 (2.13%) Hyper-V
2 1 (2.13%) VMware Infrastructure
2 1 (2.13%) vSphere
Systems Management
1 8 (17.02%) Terraform
2 4 (8.51%) Opscode Chef
3 3 (6.38%) Kubernetes
4 2 (4.26%) Ansible
4 2 (4.26%) Packer
5 1 (2.13%) Grafana
5 1 (2.13%) Prometheus
5 1 (2.13%) SCVMM
Vendors
1 14 (29.79%) Microsoft
2 4 (8.51%) Apple
2 4 (8.51%) Teradata
3 3 (6.38%) Ab Initio
3 3 (6.38%) Oracle
3 3 (6.38%) SAP
4 1 (2.13%) Databricks
4 1 (2.13%) Dell
4 1 (2.13%) Dynatrace
4 1 (2.13%) Google
4 1 (2.13%) New Relic
4 1 (2.13%) Nimble Storage
4 1 (2.13%) QNAP
4 1 (2.13%) Red Hat
4 1 (2.13%) ServiceNow
4 1 (2.13%) Splunk
4 1 (2.13%) Synology
4 1 (2.13%) Veeam
4 1 (2.13%) VMware