Period
to 18 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire with a requirement for Amazon AWS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon AWS over the 6 months to 18 January 2019 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
East of England > Hertfordshire
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 18 26 53
Rank change year-on-year +8 +27 +57
Permanent jobs citing Amazon AWS 403 378 206
As % of all permanent IT jobs advertised in Hertfordshire 11.30% 8.47% 4.68%
As % of the Cloud Services category 40.54% 43.30% 36.59%
Number of salaries quoted 299 333 182
Hertfordshire median annual salary £55,000 £60,000 £60,000
Median salary % change year-on-year -8.33% - +20.00%
10th Percentile £27,350 £42,500 £42,550
90th Percentile £75,500 £72,500 £78,750
East of England median annual salary £55,000 £57,500 £51,000
% change year-on-year -4.35% +12.75% +13.33%

Amazon 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 994 873 563
As % of all permanent IT jobs advertised in Hertfordshire 27.87% 19.55% 12.80%
Number of salaries quoted 804 752 463
Hertfordshire median annual salary £52,500 £55,000 £52,500
Median salary % change year-on-year -4.55% +4.76% +10.53%
10th Percentile £26,250 £30,000 £30,000
90th Percentile £73,375 £72,500 £75,000
East of England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Amazon AWS
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Amazon AWS in Hertfordshire

Amazon AWS
Salary Trend in Hertfordshire

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

Salary trend for Amazon AWS in Hertfordshire

Amazon AWS
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Amazon AWS in Hertfordshire over the 6 months to 18 January 2019.

Salary histogram for Amazon AWS in Hertfordshire

Amazon 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 Amazon AWS within the Hertfordshire region over the 6 months to 18 January 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
Watford +6 105 £48,750 -18.75% 4
Hatfield 0 87 £60,000 +4.35% 8
Welwyn Garden City +19 52 £65,000 -3.70% 5
St Albans +17 46 £52,500 - 6
Stevenage +15 15 £54,000 +20.00% 8
Hemel Hempstead +25 11 £37,500 -25.00% 2
Hertford -2 11 £26,000 -62.86%
Borehamwood +6 8 £38,000 +4.11% 1
Potters Bar -3 3 £65,000 -7.14%
Letchworth - 3 £30,000 -
Hitchin - 1 - - 1
Amazon AWS
East of England

For the 6 months to 18 January 2019, IT jobs citing Amazon 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 Amazon AWS.

1 190 (47.15%) Agile Software Development
2 186 (46.15%) Microsoft Azure
3 153 (37.97%) Java
4 135 (33.50%) Web Services
5 128 (31.76%) Linux
6 105 (26.05%) DevOps
7 94 (23.33%) SQL
8 90 (22.33%) Microsoft
9 87 (21.59%) Python
10 83 (20.60%) Docker
11 82 (20.35%) C#
12 75 (18.61%) Google Cloud Platform
13 73 (18.11%) Windows
13 73 (18.11%) VMware
14 71 (17.62%) Kubernetes
15 70 (17.37%) JavaScript
16 68 (16.87%) TDD
16 68 (16.87%) Bash Shell
17 66 (16.38%) Firewall
18 65 (16.13%) Degree
19 62 (15.38%) DNS
20 61 (15.14%) Problem-Solving
21 60 (14.89%) .NET
22 58 (14.39%) TCP/IP
23 57 (14.14%) Google
24 56 (13.90%) Office 365
25 55 (13.65%) SaaS
26 53 (13.15%) PowerShell
27 48 (11.91%) VPN
28 46 (11.41%) Active Directory

Amazon 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 28 (6.95%) OpenStack
2 23 (5.71%) SharePoint
3 16 (3.97%) JBoss
4 15 (3.72%) Elasticsearch
5 14 (3.47%) GlassFish
6 13 (3.23%) MQSeries
6 13 (3.23%) WebLogic
6 13 (3.23%) WebSphere
7 12 (2.98%) Oracle SOA Suite
8 11 (2.73%) Skype for Business
9 9 (2.23%) IIS
10 8 (1.99%) Apache
11 5 (1.24%) MS Exchange
12 2 (0.50%) Apache Spark
12 2 (0.50%) Confluence
12 2 (0.50%) Tomcat
13 1 (0.25%) SharePoint Server
Applications
1 9 (2.23%) Microsoft Office
2 4 (0.99%) Microsoft PowerPoint
3 2 (0.50%) MS Visio
4 1 (0.25%) HipChat
Business Applications
1 7 (1.74%) Salesforce.com CRM
2 2 (0.50%) SAP S/4HANA
3 1 (0.25%) Oracle Retail
3 1 (0.25%) SAP ERP
3 1 (0.25%) SAP GRC
Cloud Services
1 186 (46.15%) Microsoft Azure
2 75 (18.61%) Google Cloud Platform
3 56 (13.90%) Office 365
4 55 (13.65%) SaaS
5 33 (8.19%) IaaS
6 30 (7.44%) Amazon EC2
7 28 (6.95%) PaaS
8 23 (5.71%) AWS CloudFormation
9 20 (4.96%) AWS Lambda
9 20 (4.96%) Serverless
10 19 (4.71%) Cloud Computing
11 15 (3.72%) Amazon CloudWatch
12 13 (3.23%) GitHub
12 13 (3.23%) Virtual Private Cloud
13 11 (2.73%) Amazon S3
13 11 (2.73%) Google Analytics
14 9 (2.23%) Amazon Glacier
14 9 (2.23%) Amazon SQS
14 9 (2.23%) AWS CloudTrail
15 8 (1.99%) Azure Active Directory
Communications & Networking
1 66 (16.38%) Firewall
2 62 (15.38%) DNS
3 58 (14.39%) TCP/IP
4 48 (11.91%) VPN
5 38 (9.43%) DHCP
6 29 (7.20%) Internet
7 21 (5.21%) Reverse Proxy
8 20 (4.96%) HTTP
9 14 (3.47%) SAN
10 13 (3.23%) LAN
10 13 (3.23%) WAN
11 11 (2.73%) ICMP
11 11 (2.73%) SNMP
12 8 (1.99%) Unified Communications
13 7 (1.74%) VLAN
13 7 (1.74%) Wireless
14 6 (1.49%) Network Security
14 6 (1.49%) Wi-Fi
15 4 (0.99%) Skype
16 3 (0.74%) FabricPath
Database & Business Intelligence
1 42 (10.42%) SQL Server
2 33 (8.19%) MongoDB
3 26 (6.45%) NoSQL
4 20 (4.96%) Amazon DynamoDB
5 17 (4.22%) MySQL
6 16 (3.97%) Apache Cassandra
6 16 (3.97%) PostgreSQL
7 12 (2.98%) Amazon RDS
8 11 (2.73%) Relational Database
9 10 (2.48%) Big Data
10 8 (1.99%) Redis
11 5 (1.24%) Oracle Database
12 4 (0.99%) RDBMS
12 4 (0.99%) SAP HANA
13 3 (0.74%) Couchbase
13 3 (0.74%) Data Warehouse
13 3 (0.74%) Hadoop
13 3 (0.74%) SQLite
14 2 (0.50%) Oracle Database 11g
14 2 (0.50%) SQL Server 2008
Development Applications
1 42 (10.42%) Git (software)
2 25 (6.20%) JIRA
3 17 (4.22%) Jenkins
4 16 (3.97%) Visual Studio
5 15 (3.72%) Subversion
6 5 (1.24%) Metasploit
7 4 (0.99%) GitLab
7 4 (0.99%) Hudson
7 4 (0.99%) Octopus Deploy
7 4 (0.99%) TeamCity
8 3 (0.74%) IntelliJ
8 3 (0.74%) Maven
8 3 (0.74%) Vagrant
8 3 (0.74%) Xcode
9 2 (0.50%) Atlassian Bamboo
9 2 (0.50%) Codeship
9 2 (0.50%) Mercurial
9 2 (0.50%) Mockito
10 1 (0.25%) IBM UrbanCode
10 1 (0.25%) Team Foundation Server
General
1 36 (8.93%) Retail
2 22 (5.46%) Finance
3 13 (3.23%) Banking
4 11 (2.73%) French Language
4 11 (2.73%) German Language
4 11 (2.73%) Swedish Language
5 9 (2.23%) Advertising
6 8 (1.99%) Games
7 1 (0.25%) Legal
7 1 (0.25%) Publishing
7 1 (0.25%) Spanish Language
Job Titles
1 120 (29.78%) Developer
2 55 (13.65%) Architect
3 36 (8.93%) DevOps Engineer
3 36 (8.93%) Java Developer
4 34 (8.44%) .NET Developer
4 34 (8.44%) C# Developer
4 34 (8.44%) Software Engineer
5 31 (7.69%) Senior Developer
6 30 (7.44%) Software Developer
7 29 (7.20%) C# .NET Developer
8 25 (6.20%) AWS Developer
9 24 (5.96%) Cloud Engineer
9 24 (5.96%) Infrastructure Architect
10 23 (5.71%) Full Stack Developer
11 22 (5.46%) C# Software Developer
11 22 (5.46%) Consultant
12 19 (4.71%) .NET Software Developer
13 18 (4.47%) Analyst
14 17 (4.22%) AWS Specialist
15 16 (3.97%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 135 (33.50%) Web Services
2 60 (14.89%) .NET
3 44 (10.92%) HTML
4 38 (9.43%) CSS
5 32 (7.94%) Node.js
6 30 (7.44%) XML
7 26 (6.45%) ActiveMQ
7 26 (6.45%) ASP.NET
7 26 (6.45%) REST
8 18 (4.47%) Java EE
8 18 (4.47%) React
9 17 (4.22%) Velocity
10 16 (3.97%) RESTful
10 16 (3.97%) YAML
11 15 (3.72%) OAuth
12 14 (3.47%) Akka
12 14 (3.47%) AngularJS
12 14 (3.47%) JMS
13 13 (3.23%) EJB
13 13 (3.23%) SOAP
Miscellaneous
1 43 (10.67%) User Experience
2 38 (9.43%) Hybrid Cloud
3 36 (8.93%) Robotics
4 35 (8.68%) Analytical Skills
5 27 (6.70%) Enterprise Software
6 21 (5.21%) Public Cloud
6 21 (5.21%) Security Operations Centre
7 19 (4.71%) Data Centre
7 19 (4.71%) Replication
8 18 (4.47%) Self-Motivation
9 17 (4.22%) Linux Command Line
10 9 (2.23%) Management Information System
10 9 (2.23%) Mobile App
10 9 (2.23%) N-Tier
11 7 (1.74%) Data Structures
12 5 (1.24%) Cyber Kill Chain
13 4 (0.99%) Cloud Native
13 4 (0.99%) Private Cloud
14 3 (0.74%) Algorithms
14 3 (0.74%) Distributed Denial-of-Service
Operating Systems
1 128 (31.76%) Linux
2 73 (18.11%) Windows
3 37 (9.18%) Windows Server
4 33 (8.19%) Windows 10
5 29 (7.20%) Windows 7
6 27 (6.70%) Unix
7 22 (5.46%) Windows 8
8 15 (3.72%) Windows Server 2012
9 12 (2.98%) Windows Server 2008
10 11 (2.73%) Mac OS X
11 10 (2.48%) Apple iOS
11 10 (2.48%) Kali Linux
12 9 (2.23%) Ubuntu
13 7 (1.74%) CentOS
13 7 (1.74%) CoreOS
13 7 (1.74%) Red Hat Enterprise Linux
14 4 (0.99%) Android
15 3 (0.74%) AIX
15 3 (0.74%) VMS
15 3 (0.74%) Windows Server 2003
Processes & Methodologies
1 190 (47.15%) Agile Software Development
2 105 (26.05%) DevOps
3 68 (16.87%) TDD
4 61 (15.14%) Problem-Solving
5 43 (10.67%) Migration
6 37 (9.18%) Computer Science
7 36 (8.93%) Open Source
8 34 (8.44%) BDD
8 34 (8.44%) E-Commerce
9 32 (7.94%) Microservices
10 31 (7.69%) Information Security
11 30 (7.44%) Analytics
12 29 (7.20%) SIEM
12 29 (7.20%) Software Engineering
13 28 (6.95%) Continuous Delivery
13 28 (6.95%) Continuous Improvement
14 27 (6.70%) CRM
14 27 (6.70%) Data Analysis
15 26 (6.45%) MVC
15 26 (6.45%) Project Management
Programming Languages
1 153 (37.97%) Java
2 94 (23.33%) SQL
3 87 (21.59%) Python
4 82 (20.35%) C#
5 70 (17.37%) JavaScript
6 68 (16.87%) Bash Shell
7 53 (13.15%) PowerShell
8 43 (10.67%) Scala
9 34 (8.44%) Java 8
10 24 (5.96%) Perl
11 20 (4.96%) C++
12 18 (4.47%) C
13 17 (4.22%) VBScript
14 16 (3.97%) PHP
15 15 (3.72%) PL/SQL
15 15 (3.72%) T-SQL
16 14 (3.47%) Ruby
17 13 (3.23%) Shell Script
18 11 (2.73%) AWK
18 11 (2.73%) Haskell
Qualifications
1 65 (16.13%) Degree
2 27 (6.70%) Microsoft Certification
3 20 (4.96%) AWS Certification
4 19 (4.71%) Computer Science Degree
5 16 (3.97%) SSCP
6 15 (3.72%) PhD
7 14 (3.47%) CISSP
8 11 (2.73%) Cisco Certification
8 11 (2.73%) GCIA
8 11 (2.73%) GCIH
8 11 (2.73%) GSEC
9 10 (2.48%) CEH
9 10 (2.48%) CompTIA Security+
10 9 (2.23%) CCNA
10 9 (2.23%) CISM
10 9 (2.23%) Master's Degree
11 6 (1.49%) MCSA
11 6 (1.49%) MCSE
12 5 (1.24%) A+ Certification
12 5 (1.24%) CISA
Quality Assurance & Compliance
1 21 (5.21%) ISO/IEC 27001
1 21 (5.21%) PCI DSS
2 17 (4.22%) GDPR
3 3 (0.74%) Sarbanes-Oxley
4 2 (0.50%) HIPAA
System Software
1 83 (20.60%) Docker
2 46 (11.41%) Active Directory
3 32 (7.94%) Hyper-V
4 29 (7.20%) VMware ESXi
4 29 (7.20%) VMware Infrastructure
5 10 (2.48%) vSphere
5 10 (2.48%) XenApp
6 9 (2.23%) Microsoft App-V
6 9 (2.23%) XenDesktop
7 4 (0.99%) iptables
7 4 (0.99%) Samba
7 4 (0.99%) VMware NSX
8 3 (0.74%) Ceph
8 3 (0.74%) NFS
9 2 (0.50%) Xen
10 1 (0.25%) Terminal Services
Systems Management
1 71 (17.62%) Kubernetes
2 27 (6.70%) Ansible
2 27 (6.70%) Opscode Chef
2 27 (6.70%) Puppet
3 16 (3.97%) Terraform
4 14 (3.47%) Grafana
5 13 (3.23%) SCCM
6 10 (2.48%) SCOM
7 8 (1.99%) Backup Exec
7 8 (1.99%) Prometheus
8 7 (1.74%) AirWatch
8 7 (1.74%) IBM BigFix
9 6 (1.49%) Business Desktop Deployment
10 5 (1.24%) Nagios
10 5 (1.24%) Nessus
10 5 (1.24%) Nmap
10 5 (1.24%) Packer
10 5 (1.24%) QRadar
11 4 (0.99%) vCenter Server
11 4 (0.99%) vRealize
Vendors
1 90 (22.33%) Microsoft
2 73 (18.11%) VMware
3 57 (14.14%) Google
4 36 (8.93%) Citrix
5 35 (8.68%) IBM
6 32 (7.94%) Oracle
7 18 (4.47%) Red Hat
8 15 (3.72%) Talend
9 14 (3.47%) Cisco
9 14 (3.47%) Salesforce.com
10 12 (2.98%) Splunk
11 11 (2.73%) Optimizely
12 10 (2.48%) NetApp
12 10 (2.48%) Veeam
13 9 (2.23%) ConnectWise
13 9 (2.23%) Ivanti
14 8 (1.99%) Asigra
15 7 (1.74%) Altiris
15 7 (1.74%) MobileIron
15 7 (1.74%) Xamarin