Period
to 6 July 2020

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire with a requirement for AWS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited AWS over the 6 months to 6 July 2020 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
East of England > Hertfordshire
6 months to
6 Jul 2020
Same period 2019 Same period 2018
Rank 18 17 21
Rank change year-on-year -1 +4 +25
Permanent jobs citing AWS 131 321 467
As % of all permanent jobs advertised in Hertfordshire 10.59% 10.84% 9.94%
As % of the Cloud Services category 28.23% 35.99% 44.73%
Number of salaries quoted 137 274 388
Median annual salary £57,500 £60,000 £57,500
Median salary % change year-on-year -4.17% +4.35% -
10th Percentile £32,950 £32,750 £42,500
90th Percentile £90,000 £77,500 £72,500
East of England median annual salary £55,000 £55,000 £57,500
% change year-on-year - -4.35% +15.00%

AWS 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 Hertfordshire with a requirement for cloud computing skills.

All Cloud Skills
Hertfordshire
Permanent vacancies with a requirement for cloud computing skills 464 892 1,044
As % of all permanent IT jobs advertised in Hertfordshire 37.51% 30.11% 22.23%
Number of salaries quoted 371 659 857
Median annual salary £50,000 £50,000 £55,000
Median salary % change year-on-year - -9.09% +4.76%
10th Percentile £27,500 £27,400 £30,000
90th Percentile £71,250 £72,500 £72,500
East of England median annual salary £47,500 £48,625 £50,000
% change year-on-year -2.31% -2.75% +8.70%

AWS
Job Vacancy Trend in Hertfordshire

Job postings citing AWS as a proportion of all IT jobs advertised in Hertfordshire.

Job vacancy trend for AWS in Hertfordshire

AWS
Salary Trend in Hertfordshire

3-month moving average salary quoted in jobs citing AWS in Hertfordshire.

Salary trend for AWS in Hertfordshire

AWS
Salary Histogram in Hertfordshire

Salary distribution for jobs citing AWS in Hertfordshire over the 6 months to 6 July 2020.

Salary histogram for AWS in Hertfordshire

AWS
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AWS within the Hertfordshire region over the 6 months to 6 July 2020. 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
St Albans 0 35 £57,500 +9.52% 1
Hatfield +1 19 £62,500 +6.38% 1
Hemel Hempstead +41 15 £57,500 +21.05% 3
Bishop's Stortford +9 13 £60,000 +20.00%
Borehamwood +3 11 £34,500 -40.00%
Welwyn Garden City 0 7 £67,500 +3.85% 1
Watford -34 7 £45,000 -30.77% 1
Letchworth - 3 £30,000 -
Hoddesdon - 2 - -
Stevenage +4 1 £42,500 -43.33% 4
AWS
East of England

For the 6 months to 6 July 2020, IT jobs citing AWS 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 Hertfordshire region with a requirement for AWS.

1 90 (68.70%) Azure
2 51 (38.93%) Agile Software Development
3 45 (34.35%) Web Services
4 38 (29.01%) SQL
4 38 (29.01%) Python
5 37 (28.24%) JavaScript
6 34 (25.95%) C#
6 34 (25.95%) .NET
6 34 (25.95%) Scrum
6 34 (25.95%) Continuous Delivery
7 33 (25.19%) GCP
8 31 (23.66%) Windows
9 30 (22.90%) Linux
10 29 (22.14%) Java
11 26 (19.85%) Continuous Integration
11 26 (19.85%) AngularJS
12 25 (19.08%) Office 365
12 25 (19.08%) RESTful
12 25 (19.08%) VMware
13 23 (17.56%) CSS
13 23 (17.56%) Microsoft
13 23 (17.56%) Git (software)
14 22 (16.79%) VMware Infrastructure
14 22 (16.79%) Google
15 21 (16.03%) Degree
15 21 (16.03%) TDD
15 21 (16.03%) DNS
15 21 (16.03%) DevOps
16 20 (15.27%) Retail
17 19 (14.50%) Computer Science

AWS
Co-occurring IT Skills in Hertfordshire 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 12 (9.16%) SharePoint
2 11 (8.40%) MS Exchange
3 10 (7.63%) Exchange Server 2010
3 10 (7.63%) Exchange Server 2013
4 6 (4.58%) Confluence
4 6 (4.58%) Oracle SOA Suite
5 3 (2.29%) Elasticsearch
6 2 (1.53%) Cloud Foundry
7 1 (0.76%) Alfresco
7 1 (0.76%) Apache
7 1 (0.76%) Documentum
7 1 (0.76%) Tomcat
Applications
1 2 (1.53%) Microsoft Office
Business Applications
1 1 (0.76%) Oracle EBS
Cloud Services
1 90 (68.70%) Azure
2 33 (25.19%) GCP
3 25 (19.08%) Office 365
4 18 (13.74%) Serverless
5 12 (9.16%) OneDrive
6 8 (6.11%) AWS Lambda
6 8 (6.11%) Power Platform
7 5 (3.82%) G Suite
8 4 (3.05%) AWS CloudFormation
8 4 (3.05%) AWS CodePipeline
8 4 (3.05%) Cloudflare
8 4 (3.05%) PaaS
8 4 (3.05%) SaaS
9 3 (2.29%) Amazon EC2
9 3 (2.29%) AWS CodeCommit
9 3 (2.29%) Azure Active Directory
9 3 (2.29%) IaaS
10 2 (1.53%) Amazon EKS
10 2 (1.53%) AWS Elastic Beanstalk
10 2 (1.53%) GitHub
Communications & Networking
1 21 (16.03%) DNS
2 15 (11.45%) Firewall
3 13 (9.92%) DHCP
4 12 (9.16%) WAN
5 10 (7.63%) Wi-Fi
6 6 (4.58%) LAN
7 5 (3.82%) SAN
7 5 (3.82%) VPN
8 2 (1.53%) Skype
9 1 (0.76%) Broadband
9 1 (0.76%) Cisco ISE
9 1 (0.76%) Fibre Channel
9 1 (0.76%) HTTP
9 1 (0.76%) Internet
9 1 (0.76%) NetScaler
9 1 (0.76%) Remote Desktop
9 1 (0.76%) SSL
9 1 (0.76%) Unified Communications
9 1 (0.76%) VoIP
9 1 (0.76%) Wireless
Database & Business Intelligence
1 15 (11.45%) Data Warehouse
2 12 (9.16%) MySQL
3 11 (8.40%) SQL Server
4 8 (6.11%) Amazon Redshift
4 8 (6.11%) Power BI
5 7 (5.34%) Enterprise Data Warehouse
5 7 (5.34%) PostgreSQL
6 6 (4.58%) Amazon DynamoDB
6 6 (4.58%) Data Lake
7 5 (3.82%) Relational Database
8 4 (3.05%) Big Data
8 4 (3.05%) MongoDB
8 4 (3.05%) QlikView
9 3 (2.29%) Data Mining
9 3 (2.29%) Snowflake Schema
9 3 (2.29%) SQLite
10 2 (1.53%) Amazon RDS
10 2 (1.53%) BigQuery
10 2 (1.53%) NoSQL
10 2 (1.53%) SQL Server 2012
Development Applications
1 23 (17.56%) Git (software)
2 13 (9.92%) JIRA
3 9 (6.87%) Jenkins
4 8 (6.11%) Atlassian Bamboo
4 8 (6.11%) TeamCity
5 3 (2.29%) Bitbucket
5 3 (2.29%) Selenium
5 3 (2.29%) Team Foundation Server
5 3 (2.29%) Visual Studio
5 3 (2.29%) Visual Studio Team System
5 3 (2.29%) Xcode
6 2 (1.53%) git-flow
6 2 (1.53%) JUnit
6 2 (1.53%) Mocha
7 1 (0.76%) Log4j
7 1 (0.76%) Pylint
7 1 (0.76%) Sourcetree
7 1 (0.76%) Subversion
General
1 20 (15.27%) Retail
2 18 (13.74%) Finance
3 10 (7.63%) Advertising
4 3 (2.29%) Legal
4 3 (2.29%) Public Sector
5 2 (1.53%) Local Government
5 2 (1.53%) Police
6 1 (0.76%) Manufacturing
Job Titles
1 47 (35.88%) Developer
2 26 (19.85%) Architect
3 19 (14.50%) Lead Developer
4 16 (12.21%) Data Architect
5 12 (9.16%) Java Developer
6 11 (8.40%) .NET Developer
6 11 (8.40%) Front End Developer (Client-Side Developer)
6 11 (8.40%) IT Engineer
6 11 (8.40%) Senior Developer
6 11 (8.40%) Software Developer
7 10 (7.63%) DevOps Engineer
7 10 (7.63%) Field Engineer
7 10 (7.63%) Support Engineer
7 10 (7.63%) Team Leader
8 8 (6.11%) AWS Architect
8 8 (6.11%) IT Architect
9 7 (5.34%) Lead Java Developer
10 6 (4.58%) Senior Java Developer
11 5 (3.82%) C# Developer
11 5 (3.82%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 45 (34.35%) Web Services
2 34 (25.95%) .NET
3 26 (19.85%) AngularJS
4 25 (19.08%) RESTful
5 23 (17.56%) CSS
6 18 (13.74%) HTML
7 17 (12.98%) Node.js
8 15 (11.45%) Angular 2
8 15 (11.45%) Spring
9 13 (9.92%) Vue.js
10 11 (8.40%) React
11 10 (7.63%) ASP.NET Web API
11 10 (7.63%) CSS3
11 10 (7.63%) HTML5
11 10 (7.63%) Velocity
12 9 (6.87%) REST
12 9 (6.87%) Spring Boot
13 7 (5.34%) Hibernate
13 7 (5.34%) JPA
14 6 (4.58%) Middleware
Miscellaneous
1 12 (9.16%) User Experience
2 8 (6.11%) Data Centre
3 7 (5.34%) Greenfield Project
4 5 (3.82%) Public Cloud
5 4 (3.05%) Clustering
6 3 (2.29%) Driving Licence
6 3 (2.29%) Replication
7 2 (1.53%) Analytical Skills
7 2 (1.53%) Client/Server
7 2 (1.53%) Cloud Native
7 2 (1.53%) Mobile App
8 1 (0.76%) Blog
8 1 (0.76%) EMC VNX
8 1 (0.76%) Hybrid Cloud
8 1 (0.76%) Linux Command Line
8 1 (0.76%) Self-Motivation
Operating Systems
1 31 (23.66%) Windows
2 30 (22.90%) Linux
3 16 (12.21%) Windows Server
4 3 (2.29%) Android
4 3 (2.29%) Apple iOS
4 3 (2.29%) Windows 10
5 2 (1.53%) Mac OS X
5 2 (1.53%) Windows Server 2012
5 2 (1.53%) Windows Server 2016
6 1 (0.76%) AIX
6 1 (0.76%) HPUX
6 1 (0.76%) Solaris
6 1 (0.76%) Ubuntu
6 1 (0.76%) Unix
6 1 (0.76%) Windows 7
6 1 (0.76%) Windows 8
6 1 (0.76%) Windows Server 2008
Processes & Methodologies
1 51 (38.93%) Agile Software Development
2 34 (25.95%) Continuous Delivery
2 34 (25.95%) Scrum
3 26 (19.85%) Continuous Integration
4 21 (16.03%) DevOps
4 21 (16.03%) TDD
5 19 (14.50%) Computer Science
5 19 (14.50%) Project Management
6 17 (12.98%) Unit Testing
7 16 (12.21%) BDD
7 16 (12.21%) Stakeholder Management
7 16 (12.21%) Web Development
8 15 (11.45%) Data Modelling
8 15 (11.45%) Visualisation
9 14 (10.69%) Problem-Solving
9 14 (10.69%) Test Automation
10 13 (9.92%) Data Architecture
10 13 (9.92%) SOLID
10 13 (9.92%) Technical Leadership
11 12 (9.16%) TOGAF
Programming Languages
1 38 (29.01%) Python
1 38 (29.01%) SQL
2 37 (28.24%) JavaScript
3 34 (25.95%) C#
4 29 (22.14%) Java
5 18 (13.74%) TypeScript
6 15 (11.45%) Bash Shell
7 12 (9.16%) Java 8
8 8 (6.11%) PHP
8 8 (6.11%) PowerShell
9 4 (3.05%) Ruby
10 3 (2.29%) F#
10 3 (2.29%) Perl
10 3 (2.29%) VBScript
11 2 (1.53%) T-SQL
12 1 (0.76%) Go
12 1 (0.76%) R
12 1 (0.76%) Scala
12 1 (0.76%) Shell Script
Qualifications
1 21 (16.03%) Degree
2 15 (11.45%) Computer Science Degree
3 6 (4.58%) Microsoft Certification
4 5 (3.82%) Postgraduate
5 4 (3.05%) MCSA
6 3 (2.29%) AWS Certification
6 3 (2.29%) HND
6 3 (2.29%) Security Cleared
7 2 (1.53%) CISA
7 2 (1.53%) CISM
7 2 (1.53%) CISSP
7 2 (1.53%) MCP
7 2 (1.53%) MCSE
8 1 (0.76%) CCNP
8 1 (0.76%) Cisco Certification
8 1 (0.76%) MBA
8 1 (0.76%) MCSD
8 1 (0.76%) SC Cleared
8 1 (0.76%) TOGAF Certification
Quality Assurance & Compliance
1 6 (4.58%) Data Quality
2 5 (3.82%) ISO/IEC 27001
3 3 (2.29%) PCI DSS
4 2 (1.53%) NIST
5 1 (0.76%) GDPR
5 1 (0.76%) ISO/IEC 20000
System Software
1 22 (16.79%) VMware Infrastructure
2 19 (14.50%) Active Directory
3 15 (11.45%) Docker
3 15 (11.45%) Hyper-V
4 11 (8.40%) vSphere
5 1 (0.76%) Citrix Hypervisor
5 1 (0.76%) Microsoft Virtual Server
5 1 (0.76%) Terminal Services
5 1 (0.76%) Virtual Servers
5 1 (0.76%) VMware ESXi
5 1 (0.76%) VMware NSX
5 1 (0.76%) VMware Server
5 1 (0.76%) XenApp
5 1 (0.76%) zsh
Systems Management
1 13 (9.92%) Kubernetes
2 4 (3.05%) Terraform
3 3 (2.29%) Opsgenie
3 3 (2.29%) Single Sign-On
4 2 (1.53%) Ansible
4 2 (1.53%) WSUS
5 1 (0.76%) Failover Clustering
5 1 (0.76%) Kibana
5 1 (0.76%) logstash
5 1 (0.76%) Nagios
5 1 (0.76%) Norton AntiVirus
5 1 (0.76%) Opscode Chef
5 1 (0.76%) Oracle EDQ
5 1 (0.76%) Prometheus
5 1 (0.76%) Puppet
5 1 (0.76%) SCCM
5 1 (0.76%) SCOM
5 1 (0.76%) Tivoli
5 1 (0.76%) Tivoli Storage Manager
5 1 (0.76%) ZABBIX
Vendors
1 25 (19.08%) VMware
2 23 (17.56%) Microsoft
3 22 (16.79%) Google
4 15 (11.45%) Cisco
5 11 (8.40%) HP
6 10 (7.63%) SonicWALL
7 9 (6.87%) Oracle
8 5 (3.82%) Talend
9 4 (3.05%) Citrix
9 4 (3.05%) Tableau
10 3 (2.29%) Atlassian
10 3 (2.29%) IBM
10 3 (2.29%) Juniper
10 3 (2.29%) Okta
10 3 (2.29%) PagerDuty
10 3 (2.29%) Splunk
10 3 (2.29%) Veeam
11 2 (1.53%) Informatica
11 2 (1.53%) Sybase
12 1 (0.76%) PeopleSoft