Period
to 14 November 2019

The following table provides summary statistics for permanent job vacancies advertised in 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 14 November 2019 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
England > London
6 months to
14 Nov 2019
Same period 2018 Same period 2017
Rank 244 370 573
Rank change year-on-year +126 +203 -1
Permanent jobs citing Amazon S3 764 528 297
As % of all permanent IT jobs advertised in London 1.39% 0.78% 0.39%
As % of the Cloud Services category 3.81% 2.75% 1.83%
Number of salaries quoted 639 450 233
London median annual salary £80,000 £70,000 £70,000
Median salary % change year-on-year +14.29% - +7.69%
10th Percentile £50,000 £45,000 £46,250
90th Percentile £122,500 £95,000 £95,000
England median annual salary £73,449 £65,000 £62,500
% change year-on-year +13.00% +4.00% +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 permanent job vacancies advertised in London with a requirement for cloud computing skills.

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 20,041 19,209 16,216
As % of all permanent IT jobs advertised in London 36.58% 28.44% 21.38%
Number of salaries quoted 16,471 15,532 13,433
London median annual salary £65,000 £65,000 £60,000
Median salary % change year-on-year - +8.33% -
10th Percentile £35,000 £34,880 £35,000
90th Percentile £100,000 £92,950 £88,750
England median annual salary £55,000 £55,000 £52,000
% change year-on-year - +5.77% +1.16%

Amazon S3
Job Vacancy Trend in London

Job postings citing Amazon S3 as a percentage of all IT jobs advertised in London.

Job vacancy trend for Amazon S3 in London

Amazon S3
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Amazon S3 in London.

Salary trend for Amazon S3 in London

Amazon S3
Salary Histogram in London

The salary distribution of IT jobs citing Amazon S3 in London over the 6 months to 14 November 2019.

Salary histogram for Amazon S3 in London

Amazon S3
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon S3 within the London region over the 6 months to 14 November 2019. 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
Central London +25 95 £75,000 +15.38% 31
South London +30 33 £90,000 +100.00% 11
West London +30 15 £57,500 -17.86% 15
East London +19 11 £83,500 +19.29% 7
Amazon S3
England

For the 6 months to 14 November 2019, 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 London region with a requirement for Amazon S3.

1 729 (95.42%) AWS
2 450 (58.90%) Python
3 446 (58.38%) Agile Software Development
4 398 (52.09%) Serverless
5 393 (51.44%) AWS Lambda
6 366 (47.91%) Amazon EC2
7 337 (44.11%) Java
8 318 (41.62%) Amazon RDS
9 304 (39.79%) Web Services
10 294 (38.48%) Finance
11 291 (38.09%) DevOps
12 272 (35.60%) Software Engineering
13 252 (32.98%) Docker
14 237 (31.02%) Amazon SQS
15 193 (25.26%) Asset Management
16 190 (24.87%) Amazon ECS
17 179 (23.43%) Fixed Income
18 178 (23.30%) Front Office
19 177 (23.17%) Amazon DynamoDB
20 172 (22.51%) Kubernetes
21 167 (21.86%) Terraform
21 167 (21.86%) Linux
22 164 (21.47%) AWS CloudFormation
23 163 (21.34%) SQL
24 153 (20.03%) Big Data
25 152 (19.90%) R
26 145 (18.98%) Jenkins
27 144 (18.85%) JavaScript
28 139 (18.19%) Microservices
29 133 (17.41%) Amazon Redshift

Amazon S3
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
1 106 (13.87%) Elasticsearch
2 80 (10.47%) Apache Spark
3 67 (8.77%) Apache
4 30 (3.93%) Apache Airflow
5 25 (3.27%) Confluence
6 16 (2.09%) nginx
7 12 (1.57%) IIS
8 11 (1.44%) SharePoint
9 10 (1.31%) Tomcat
10 8 (1.05%) Jupyter
11 5 (0.65%) Luigi
11 5 (0.65%) MS Exchange
12 3 (0.39%) CMS
12 3 (0.39%) WordPress
13 2 (0.26%) Apache Solr
13 2 (0.26%) Cloud Foundry
13 2 (0.26%) Drupal
13 2 (0.26%) Moodle
13 2 (0.26%) Oracle SOA Suite
14 1 (0.13%) Anypoint
Applications
1 5 (0.65%) Microsoft Office
2 3 (0.39%) Microsoft Excel
3 1 (0.13%) Chatbot
3 1 (0.13%) Figma
3 1 (0.13%) Microsoft PowerPoint
3 1 (0.13%) Photoshop
3 1 (0.13%) Simulink
3 1 (0.13%) Sketch
Business Applications
1 2 (0.26%) Dynamics CRM
1 2 (0.26%) Eikon
1 2 (0.26%) Magento
1 2 (0.26%) Shopify
2 1 (0.13%) Payment Gateway
Cloud Services
1 729 (95.42%) AWS
2 398 (52.09%) Serverless
3 393 (51.44%) AWS Lambda
4 366 (47.91%) Amazon EC2
5 237 (31.02%) Amazon SQS
6 190 (24.87%) Amazon ECS
7 164 (21.47%) AWS CloudFormation
8 124 (16.23%) Amazon CloudWatch
9 107 (14.01%) Azure
10 105 (13.74%) Amazon Kinesis
11 94 (12.30%) Virtual Private Cloud
12 83 (10.86%) OpenShift
13 78 (10.21%) Route 53
14 69 (9.03%) CloudFront
15 68 (8.90%) Amazon EMR
16 54 (7.07%) AWS Fargate
17 48 (6.28%) Amazon ELB
18 47 (6.15%) SaaS
19 42 (5.50%) GCP
20 39 (5.10%) AWS Elastic Beanstalk
Communications & Networking
1 46 (6.02%) DNS
2 17 (2.23%) HTTP
2 17 (2.23%) TCP/IP
3 15 (1.96%) Firewall
4 14 (1.83%) DHCP
4 14 (1.83%) VPN
5 12 (1.57%) SSL
6 9 (1.18%) FTP
7 5 (0.65%) LAN
7 5 (0.65%) WAN
8 3 (0.39%) F5 BIG-IP GTM
8 3 (0.39%) F5 BIG-IP LTM
8 3 (0.39%) HTTPS
8 3 (0.39%) SAN
8 3 (0.39%) SMS
9 2 (0.26%) AMQP
9 2 (0.26%) CTI
9 2 (0.26%) SMTP
10 1 (0.13%) Asterisk PBX
10 1 (0.13%) Reverse Proxy
Database & Business Intelligence
1 318 (41.62%) Amazon RDS
2 177 (23.17%) Amazon DynamoDB
3 153 (20.03%) Big Data
4 133 (17.41%) Amazon Redshift
5 128 (16.75%) NoSQL
6 123 (16.10%) Amazon Athena
7 84 (10.99%) Hadoop
8 74 (9.69%) SQL Server
9 72 (9.42%) Apache Hive
10 71 (9.29%) PostgreSQL
11 61 (7.98%) MongoDB
12 59 (7.72%) MySQL
13 44 (5.76%) Data Warehouse
14 41 (5.37%) Presto
15 38 (4.97%) Redis
16 37 (4.84%) HDInsight
17 25 (3.27%) BigQuery
17 25 (3.27%) Snowflake Schema
18 23 (3.01%) Neo4j
19 21 (2.75%) HBase
Development Applications
1 145 (18.98%) Jenkins
2 92 (12.04%) Git (software)
3 79 (10.34%) Artifactory
4 54 (7.07%) GitLab
5 37 (4.84%) JIRA
6 36 (4.71%) Maven
7 31 (4.06%) Bitbucket
8 29 (3.80%) Atlassian Bamboo
9 25 (3.27%) Gradle
9 25 (3.27%) RStudio
10 19 (2.49%) Octopus Deploy
11 18 (2.36%) TeamCity
12 15 (1.96%) CircleCI
13 14 (1.83%) ProC
13 14 (1.83%) Travis CI
14 13 (1.70%) Cucumber
15 11 (1.44%) JUnit
16 9 (1.18%) JMeter
17 8 (1.05%) Gatling
18 7 (0.92%) Spinnaker
General
1 294 (38.48%) Finance
2 178 (23.30%) Front Office
3 24 (3.14%) Public Sector
4 20 (2.62%) Retail
5 19 (2.49%) Banking
6 18 (2.36%) Games
7 16 (2.09%) Marketing
8 14 (1.83%) Manufacturing
9 12 (1.57%) Telecoms
10 11 (1.44%) Billing
10 11 (1.44%) Investment Banking
10 11 (1.44%) Law
10 11 (1.44%) Legal
11 7 (0.92%) Advertising
12 6 (0.79%) Publishing
13 4 (0.52%) Electronics
14 3 (0.39%) Automotive
15 1 (0.13%) Retail Banking
Job Titles
1 274 (35.86%) Developer
2 169 (22.12%) AWS Engineer
3 120 (15.71%) AWS Developer
4 117 (15.31%) DevOps Engineer
5 113 (14.79%) Architect
6 107 (14.01%) Software Engineer
7 97 (12.70%) Data Engineer
8 96 (12.57%) Java Developer
9 74 (9.69%) Python Developer
9 74 (9.69%) Python Engineer
10 68 (8.90%) Senior Software Engineer
11 66 (8.64%) AWS Software Engineer
12 61 (7.98%) Senior Developer
13 58 (7.59%) AWS DevOps
13 58 (7.59%) Developer/Software Engineer
14 53 (6.94%) AWS DevOps Engineer
15 50 (6.54%) Java Software Developer
16 49 (6.41%) Senior Data Engineer
17 48 (6.28%) J2EE Developer
17 48 (6.28%) Java/J2EE Developer
Libraries, Frameworks & Software Standards
1 304 (39.79%) Web Services
2 133 (17.41%) Node.js
3 87 (11.39%) J2EE
4 76 (9.95%) CSS
5 75 (9.82%) HTML
6 70 (9.16%) .NET
7 66 (8.64%) React
8 64 (8.38%) Pandas
9 54 (7.07%) Spring
10 52 (6.81%) J2SE
10 52 (6.81%) Lambda Expressions
11 48 (6.28%) Kafka
12 44 (5.76%) NumPy
13 40 (5.24%) Elastic Stack
14 39 (5.10%) AngularJS
15 37 (4.84%) SciPy
16 36 (4.71%) REST
17 30 (3.93%) Hibernate
18 27 (3.53%) RESTful
19 25 (3.27%) Swagger
Miscellaneous
1 179 (23.43%) Fixed Income
2 106 (13.87%) Greenfield Project
3 67 (8.77%) Derivative
4 64 (8.38%) Foreign Exchange (FX)
5 63 (8.25%) Equities
6 45 (5.89%) Reference Data
7 37 (4.84%) Analytical Skills
8 36 (4.71%) Public Cloud
9 32 (4.19%) Linux Command Line
10 28 (3.66%) Algorithms
10 28 (3.66%) User Experience
11 24 (3.14%) Cloud Native
11 24 (3.14%) Data Structures
12 19 (2.49%) Enterprise Software
13 17 (2.23%) Self-Motivation
14 12 (1.57%) Hedge funds
14 12 (1.57%) Mobile App
15 9 (1.18%) Credit Risk
15 9 (1.18%) Data Centre
16 6 (0.79%) Private Cloud
Operating Systems
1 167 (21.86%) Linux
2 77 (10.08%) Windows
3 33 (4.32%) Unix
4 25 (3.27%) Red Hat Enterprise Linux
5 20 (2.62%) Windows Server
6 10 (1.31%) CentOS
7 8 (1.05%) Android
7 8 (1.05%) Apple iOS
7 8 (1.05%) Embedded Linux
8 3 (0.39%) CoreOS
8 3 (0.39%) Ubuntu
8 3 (0.39%) VyOS
9 2 (0.26%) Mac OS X
10 1 (0.13%) Amazon Linux
10 1 (0.13%) Debian
10 1 (0.13%) SUSE
10 1 (0.13%) Windows 10
10 1 (0.13%) Windows 7
Processes & Methodologies
1 446 (58.38%) Agile Software Development
2 291 (38.09%) DevOps
3 272 (35.60%) Software Engineering
4 193 (25.26%) Asset Management
5 139 (18.19%) Microservices
6 129 (16.88%) Analytics
7 110 (14.40%) Continuous Integration
8 102 (13.35%) Mentoring
9 101 (13.22%) Business Intelligence
10 89 (11.65%) ETL
11 88 (11.52%) Data Science
12 80 (10.47%) Machine Learning
13 68 (8.90%) Data Architecture
14 67 (8.77%) Data Modelling
15 66 (8.64%) Decision-Making
15 66 (8.64%) Quantitative Analysis
16 60 (7.85%) TDD
17 58 (7.59%) Infrastructure Engineering
18 57 (7.46%) Data Engineering
19 51 (6.68%) Continuous Delivery
Programming Languages
1 450 (58.90%) Python
2 337 (44.11%) Java
3 163 (21.34%) SQL
4 152 (19.90%) R
5 144 (18.85%) JavaScript
6 68 (8.90%) C#
7 57 (7.46%) C++
8 53 (6.94%) Scala
9 51 (6.68%) Bash Shell
10 38 (4.97%) Ruby
11 35 (4.58%) Shell Script
12 33 (4.32%) Java 8
13 31 (4.06%) PowerShell
14 29 (3.80%) Go
15 27 (3.53%) PHP
16 19 (2.49%) C
17 14 (1.83%) PL/SQL
18 12 (1.57%) Kotlin
18 12 (1.57%) TypeScript
19 8 (1.05%) Clojure
Qualifications
1 30 (3.93%) Degree
2 20 (2.62%) AWS Certification
3 6 (0.79%) Computer Science Degree
4 5 (0.65%) Network+ Certification
4 5 (0.65%) SC Cleared
4 5 (0.65%) Security Cleared
5 4 (0.52%) A+ Certification
6 2 (0.26%) BPSS Clearance
6 2 (0.26%) MCP
6 2 (0.26%) PhD
7 1 (0.13%) CCNA
7 1 (0.13%) Cisco Certification
7 1 (0.13%) MCSA
7 1 (0.13%) MCTS
7 1 (0.13%) Microsoft Certification
7 1 (0.13%) Numerate Degree
Quality Assurance & Compliance
1 41 (5.37%) QA
2 14 (1.83%) Data Quality
3 12 (1.57%) GDPR
4 10 (1.31%) ISO/IEC 27001
5 8 (1.05%) PCI DSS
6 5 (0.65%) SLA
7 3 (0.39%) EMIR
7 3 (0.39%) MiFID
System Software
1 252 (32.98%) Docker
2 52 (6.81%) HDFS
3 36 (4.71%) Active Directory
4 18 (2.36%) VMware Infrastructure
5 12 (1.57%) Hyper-V
6 7 (0.92%) OpenSSH
7 6 (0.79%) NFS
7 6 (0.79%) vSphere
8 5 (0.65%) Apache Flume
8 5 (0.65%) Xen
8 5 (0.65%) XenApp
9 4 (0.52%) Virtual Machines
10 3 (0.39%) Postfix
11 2 (0.26%) Apache ZooKeeper
11 2 (0.26%) Varnish
11 2 (0.26%) Virtual Desktop
12 1 (0.13%) OpenAM
12 1 (0.13%) zsh
Systems Management
1 172 (22.51%) Kubernetes
2 167 (21.86%) Terraform
3 107 (14.01%) Ansible
4 75 (9.82%) Puppet
5 36 (4.71%) Opscode Chef
6 29 (3.80%) Kibana
7 26 (3.40%) Packer
8 21 (2.75%) logstash
9 18 (2.36%) Nagios
10 16 (2.09%) Hadoop YARN
11 12 (1.57%) Rancher
12 10 (1.31%) Prometheus
13 7 (0.92%) Grafana
13 7 (0.92%) Istio
13 7 (0.92%) SCCM
13 7 (0.92%) StatsD
14 6 (0.79%) Control-M
14 6 (0.79%) Red Hat Satellite
15 5 (0.65%) Oozie
16 4 (0.52%) ZABBIX
Vendors
1 48 (6.28%) Microsoft
2 46 (6.02%) Splunk
3 42 (5.50%) Oracle
4 41 (5.37%) Google
5 35 (4.58%) Tableau
6 24 (3.14%) VMware
7 15 (1.96%) Databricks
8 14 (1.83%) Red Hat
8 14 (1.83%) Teradata
9 12 (1.57%) Talend
10 11 (1.44%) New Relic
11 10 (1.31%) Atlassian
11 10 (1.31%) Informatica
11 10 (1.31%) Sage
11 10 (1.31%) Salesforce.com
12 6 (0.79%) 3PAR
12 6 (0.79%) Dell
12 6 (0.79%) HP
12 6 (0.79%) SAP
12 6 (0.79%) ServiceNow