Period
to 18 December 2018

The following table provides summary statistics for permanent job vacancies 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 18 December 2018 with a comparison to the same period in the previous 2 years.

Amazon Simple Storage Service (S3)
UK
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 504 696 783
Rank change year-on-year +192 +87 +236
Permanent jobs citing Amazon S3 887 565 464
As % of all permanent IT jobs advertised in the UK 0.56% 0.32% 0.25%
As % of the Cloud Services category 2.27% 1.63% 1.89%
Number of salaries quoted 743 454 391
UK median annual salary £65,000 £63,000 £55,000
Median salary % change year-on-year +3.17% +14.55% -
10th Percentile £42,500 £40,000 £36,250
90th Percentile £92,500 £90,000 £85,000
UK excluding London median annual salary £57,500 £52,500 £50,000
% change year-on-year +9.52% +5.00% -4.76%

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 with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 39,070 34,747 24,529
As % of all permanent IT jobs advertised in the UK 24.56% 19.39% 13.34%
Number of salaries quoted 31,173 28,711 20,565
UK median annual salary £55,000 £52,500 £51,000
Median salary % change year-on-year +4.76% +2.94% +2.00%
10th Percentile £30,000 £27,500 £28,500
90th Percentile £86,250 £81,250 £80,000
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Amazon S3
Job Vacancy Trend

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

Job vacancy trend for Amazon S3 in the UK

Amazon S3
Salary Trend

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

Salary trend for Amazon S3 in the UK

Amazon S3
Salary Histogram

The salary distribution of IT jobs citing Amazon S3 over the 6 months to 18 December 2018.

Salary histogram for Amazon S3 in the UK

Amazon S3
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon S3 within the UK over the 6 months to 18 December 2018. 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
England +201 861 £65,000 - 143
London +183 524 £70,000 - 79
UK excluding London +114 348 £57,500 +9.52% 65
South East +65 114 £57,500 - 17
Midlands +100 104 £57,500 -8.00% 16
West Midlands +104 92 £58,750 +46.88% 10
North of England +70 82 £60,000 -7.69% 22
North West +65 62 £60,000 +33.33% 12
South West +13 53 £55,000 +22.22% 5
East of England +29 21 £55,000 - 4
Yorkshire +39 17 £34,500 -46.92% 8
East Midlands +31 11 £55,000 -15.38% 6
Scotland 0 11 £58,750 +38.24% 1
North East 0 3 £75,000 +15.38% 2

For the 6 months to 18 December 2018, 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 with a requirement for Amazon S3.

1 885 (99.77%) Amazon AWS
2 694 (78.24%) Amazon EC2
3 470 (52.99%) Amazon RDS
4 433 (48.82%) DevOps
5 418 (47.13%) Linux
6 365 (41.15%) Agile Software Development
7 355 (40.02%) SQL
8 349 (39.35%) Python
9 292 (32.92%) Serverless
10 290 (32.69%) AWS Lambda
11 281 (31.68%) AWS CloudFormation
12 272 (30.67%) Git (software)
13 264 (29.76%) Ansible
14 262 (29.54%) Docker
15 249 (28.07%) Microsoft Azure
16 247 (27.85%) Java
17 245 (27.62%) Amazon CloudWatch
18 238 (26.83%) Web Services
19 232 (26.16%) Jenkins
20 217 (24.46%) Amazon SQS
21 202 (22.77%) Windows
22 198 (22.32%) Virtual Private Cloud
23 186 (20.97%) Amazon DynamoDB
24 180 (20.29%) Finance
25 178 (20.07%) JavaScript
26 176 (19.84%) Terraform
27 165 (18.60%) Virtual Machines
28 163 (18.38%) Active Directory
29 158 (17.81%) MySQL
30 157 (17.70%) JIRA

Amazon S3
Co-occurring IT Skills 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
1 108 (12.18%) Confluence
1 108 (12.18%) IIS
2 81 (9.13%) Elasticsearch
3 52 (5.86%) Apache Spark
4 50 (5.64%) Apache
5 35 (3.95%) nginx
6 33 (3.72%) Tomcat
7 31 (3.49%) Ethereum
8 17 (1.92%) Apache Pig
9 11 (1.24%) MS Exchange
10 10 (1.13%) SAS
11 8 (0.90%) Hyperledger
11 8 (0.90%) SharePoint
11 8 (0.90%) WebLogic
12 7 (0.79%) Adobe Experience Manager
13 6 (0.68%) Apache Airflow
14 5 (0.56%) CMS
14 5 (0.56%) OpenStack
15 4 (0.45%) Luigi
15 4 (0.45%) WildFly
Applications
1 26 (2.93%) Microsoft Office
2 9 (1.01%) Microsoft Excel
2 9 (1.01%) Microsoft PowerPoint
3 3 (0.34%) Chatbot
4 2 (0.23%) Snapchat
Business Applications
1 9 (1.01%) Remedy ITSM
2 8 (0.90%) Distributed Ledger
3 3 (0.34%) Magento
3 3 (0.34%) SAP ERP
4 2 (0.23%) NetSuite
Cloud Services
1 885 (99.77%) Amazon AWS
2 694 (78.24%) Amazon EC2
3 292 (32.92%) Serverless
4 290 (32.69%) AWS Lambda
5 281 (31.68%) AWS CloudFormation
6 249 (28.07%) Microsoft Azure
7 245 (27.62%) Amazon CloudWatch
8 217 (24.46%) Amazon SQS
9 198 (22.32%) Virtual Private Cloud
10 152 (17.14%) Azure Active Directory
11 122 (13.75%) Amazon ELB
12 110 (12.40%) Amazon EMR
13 106 (11.95%) Route 53
14 94 (10.60%) Cloud Computing
15 92 (10.37%) CloudFront
16 82 (9.24%) Amazon Kinesis
17 68 (7.67%) GitHub
18 66 (7.44%) SaaS
19 62 (6.99%) AWS Elastic Beanstalk
20 57 (6.43%) AWS CloudTrail
Communications & Networking
1 59 (6.65%) DNS
2 51 (5.75%) Firewall
3 43 (4.85%) VPN
4 42 (4.74%) Network Security
5 32 (3.61%) DHCP
6 26 (2.93%) TCP/IP
7 22 (2.48%) LAN
8 19 (2.14%) SAN
9 18 (2.03%) WAN
10 15 (1.69%) HTTP
11 14 (1.58%) Fibre Channel
11 14 (1.58%) iSCSI
11 14 (1.58%) Wi-Fi
12 12 (1.35%) VoIP
13 10 (1.13%) H.323
14 9 (1.01%) BGP
14 9 (1.01%) SSH
15 8 (0.90%) IPsec
15 8 (0.90%) NAS
15 8 (0.90%) SSL
Database & Business Intelligence
1 470 (52.99%) Amazon RDS
2 186 (20.97%) Amazon DynamoDB
3 158 (17.81%) MySQL
4 135 (15.22%) PostgreSQL
5 125 (14.09%) Amazon Redshift
6 109 (12.29%) NoSQL
7 90 (10.15%) MongoDB
8 84 (9.47%) Relational Database
9 68 (7.67%) SQL Server
10 67 (7.55%) Big Data
11 58 (6.54%) Hadoop
12 54 (6.09%) Redis
13 47 (5.30%) RDBMS
14 40 (4.51%) Blockchain
15 36 (4.06%) Apache Hive
16 35 (3.95%) Data Warehouse
17 33 (3.72%) Cosmos DB
18 32 (3.61%) Azure SQL Database
19 27 (3.04%) Apache Cassandra
20 24 (2.71%) Amazon Athena
Development Applications
1 272 (30.67%) Git (software)
2 232 (26.16%) Jenkins
3 157 (17.70%) JIRA
4 106 (11.95%) Atlassian Bamboo
5 104 (11.72%) Octopus Deploy
6 103 (11.61%) TeamCity
7 36 (4.06%) Maven
7 36 (4.06%) Subversion
8 30 (3.38%) Mocha
9 28 (3.16%) Bitbucket
10 26 (2.93%) Selenium
11 20 (2.25%) GitLab
12 17 (1.92%) Visual Studio
13 14 (1.58%) CircleCI
14 13 (1.47%) Cucumber
15 11 (1.24%) Eclipse
15 11 (1.24%) JMeter
15 11 (1.24%) Liquibase
16 7 (0.79%) Grunt
16 7 (0.79%) Vagrant
General
1 180 (20.29%) Finance
2 54 (6.09%) Banking
3 35 (3.95%) Telecoms
4 33 (3.72%) Retail
5 25 (2.82%) Games
6 15 (1.69%) Advertising
6 15 (1.69%) Marketing
6 15 (1.69%) Publishing
7 7 (0.79%) Pharmaceutical
8 6 (0.68%) Manufacturing
9 4 (0.45%) Billing
9 4 (0.45%) Law
9 4 (0.45%) Legal
9 4 (0.45%) Music Industry
10 3 (0.34%) Automotive
10 3 (0.34%) Electronics
11 1 (0.11%) Back Office
11 1 (0.11%) Investment Banking
11 1 (0.11%) Military
Job Titles
1 207 (23.34%) Developer
2 189 (21.31%) DevOps Engineer
3 127 (14.32%) Architect
4 98 (11.05%) Cloud Architect
5 80 (9.02%) AWS Engineer
6 61 (6.88%) Solutions Architect
7 55 (6.20%) Cloud Engineer
8 54 (6.09%) Cloud Solutions Architect
9 52 (5.86%) Senior Developer
10 50 (5.64%) AWS Architect
10 50 (5.64%) Software Engineer
11 46 (5.19%) Linux Engineer
12 42 (4.74%) DevOps Manager
13 41 (4.62%) Java Developer
13 41 (4.62%) Lead DevOps
14 40 (4.51%) Data Engineer
14 40 (4.51%) Lead Architect
14 40 (4.51%) Senior DevOps
15 36 (4.06%) Infrastructure Engineer
15 36 (4.06%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 238 (26.83%) Web Services
2 140 (15.78%) Node.js
3 123 (13.87%) CSS
3 123 (13.87%) HTML
4 86 (9.70%) AngularJS
5 66 (7.44%) Kafka
6 53 (5.98%) React
7 52 (5.86%) .NET
8 51 (5.75%) REST
9 47 (5.30%) Elastic Stack
10 46 (5.19%) Spring
11 41 (4.62%) HTML5
11 41 (4.62%) JSON
11 41 (4.62%) RESTful
12 37 (4.17%) Jest
13 33 (3.72%) jQuery
13 33 (3.72%) Middleware
13 33 (3.72%) RabbitMQ
14 30 (3.38%) Laravel
14 30 (3.38%) XML
Miscellaneous
1 127 (14.32%) Private Cloud
2 69 (7.78%) Data Centre
3 54 (6.09%) Public Cloud
4 50 (5.64%) Analytical Skills
5 48 (5.41%) Linux Command Line
6 39 (4.40%) Self-Motivation
7 34 (3.83%) Hybrid Cloud
8 33 (3.72%) Fintech
9 28 (3.16%) Replication
10 24 (2.71%) Algorithms
11 23 (2.59%) Bitcoin
11 23 (2.59%) Data Structures
12 20 (2.25%) Mobile App
13 18 (2.03%) Enterprise Software
14 17 (1.92%) User Experience
15 16 (1.80%) Greenfield Project
16 15 (1.69%) Cloud Native
17 14 (1.58%) Clustering
18 12 (1.35%) Enterprise Cloud
19 11 (1.24%) Derivative
Operating Systems
1 418 (47.13%) Linux
2 202 (22.77%) Windows
3 56 (6.31%) Unix
4 38 (4.28%) CentOS
5 34 (3.83%) Windows Server
6 26 (2.93%) VMS
7 24 (2.71%) Ubuntu
8 23 (2.59%) Red Hat Enterprise Linux
9 18 (2.03%) Android
10 16 (1.80%) DC/OS
11 14 (1.58%) Apple iOS
12 13 (1.47%) Mac OS X
13 12 (1.35%) Windows Server 2012
14 6 (0.68%) Windows Server 2008
15 5 (0.56%) Data ONTAP
16 3 (0.34%) CoreOS
16 3 (0.34%) Debian
16 3 (0.34%) Mac OS
16 3 (0.34%) SmartOS
16 3 (0.34%) Windows 10
Processes & Methodologies
1 433 (48.82%) DevOps
2 365 (41.15%) Agile Software Development
3 121 (13.64%) Business Intelligence
4 115 (12.97%) Continuous Integration
5 105 (11.84%) Configuration Management
6 103 (11.61%) Test Automation
7 101 (11.39%) Scrum
8 100 (11.27%) Network Virtualisation
9 98 (11.05%) Microservices
10 97 (10.94%) Software Engineering
11 95 (10.71%) Problem-Solving
12 84 (9.47%) Load Balancing
13 77 (8.68%) Project Management
14 74 (8.34%) Mentoring
15 73 (8.23%) Continuous Delivery
15 73 (8.23%) TDD
16 72 (8.12%) Migration
17 63 (7.10%) Open Source
17 63 (7.10%) Presales
18 59 (6.65%) Computer Science
Programming Languages
1 355 (40.02%) SQL
2 349 (39.35%) Python
3 247 (27.85%) Java
4 178 (20.07%) JavaScript
5 118 (13.30%) Bash Shell
6 109 (12.29%) Ruby
7 88 (9.92%) PHP
8 86 (9.70%) Go
9 68 (7.67%) PowerShell
9 68 (7.67%) Shell Script
10 67 (7.55%) Scala
11 41 (4.62%) C++
12 39 (4.40%) ES6
13 38 (4.28%) PL/SQL
14 36 (4.06%) C#
15 32 (3.61%) Perl
16 31 (3.49%) TypeScript
17 24 (2.71%) Java 8
18 23 (2.59%) R
18 23 (2.59%) Solidity
Qualifications
1 67 (7.55%) Degree
2 49 (5.52%) AWS Certification
2 49 (5.52%) Microsoft Certification
3 41 (4.62%) Security Cleared
4 40 (4.51%) MCSE
5 38 (4.28%) MCSA
6 29 (3.27%) Computer Science Degree
7 16 (1.80%) SC Cleared
8 13 (1.47%) Master's Degree
9 11 (1.24%) Cisco Certification
10 9 (1.01%) ISEB
11 7 (0.79%) CCNA
12 6 (0.68%) DV Cleared
13 5 (0.56%) CCNP
14 4 (0.45%) CCIE
14 4 (0.45%) MBA
14 4 (0.45%) VCP6
14 4 (0.45%) VMware Certified Professional (VCP)
15 3 (0.34%) ITIL Certification
15 3 (0.34%) TOGAF Certification
Quality Assurance & Compliance
1 31 (3.49%) GDPR
1 31 (3.49%) QA
2 9 (1.01%) MiFID
3 8 (0.90%) Data Quality
3 8 (0.90%) ISO/IEC 27001
4 7 (0.79%) SLA
5 2 (0.23%) PCI DSS
System Software
1 262 (29.54%) Docker
2 165 (18.60%) Virtual Machines
3 163 (18.38%) Active Directory
4 68 (7.67%) VMware Infrastructure
5 28 (3.16%) Hyper-V
6 15 (1.69%) HDFS
7 13 (1.47%) VMware ESXi
8 10 (1.13%) VMware Server
9 9 (1.01%) Apache ZooKeeper
10 8 (0.90%) Samba
11 7 (0.79%) Varnish
12 6 (0.68%) NFS
12 6 (0.68%) Virtual Servers
13 5 (0.56%) Apache Flume
13 5 (0.56%) VMFS
14 4 (0.45%) VMware NSX
15 3 (0.34%) VirtualBox
15 3 (0.34%) vSphere
16 2 (0.23%) KVM
16 2 (0.23%) pfSense
Systems Management
1 264 (29.76%) Ansible
2 176 (19.84%) Terraform
3 147 (16.57%) Opscode Chef
4 144 (16.23%) Kubernetes
4 144 (16.23%) Puppet
5 43 (4.85%) Docker Swarm
6 41 (4.62%) Nagios
7 35 (3.95%) Mesos
8 28 (3.16%) Prometheus
9 27 (3.04%) Kibana
10 22 (2.48%) ZABBIX
11 20 (2.25%) logstash
12 18 (2.03%) Rancher
13 16 (1.80%) Oozie
14 14 (1.58%) Packer
15 13 (1.47%) Salt
15 13 (1.47%) Single Sign-On
16 12 (1.35%) Hadoop YARN
17 10 (1.13%) rkt
18 9 (1.01%) Grafana
Vendors
1 103 (11.61%) New Relic
2 102 (11.50%) Microsoft
3 94 (10.60%) Trend Micro
4 88 (9.92%) VMware
5 65 (7.33%) Google
6 43 (4.85%) Oracle
7 35 (3.95%) SaltStack
8 33 (3.72%) Red Hat
9 28 (3.16%) Splunk
10 27 (3.04%) Tableau
11 26 (2.93%) Atlassian
12 23 (2.59%) Cisco
12 23 (2.59%) Zend
13 20 (2.25%) IBM
14 12 (1.35%) Informatica
14 12 (1.35%) Talend
15 11 (1.24%) TIBCO
16 9 (1.01%) Adobe
16 9 (1.01%) Hortonworks
16 9 (1.01%) Remedy