Period
to 22 November 2018

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 22 November 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
East of England > Hertfordshire
6 months to
22 Nov 2018
Same period 2017 Same period 2016
Rank 17 34 64
Rank change year-on-year +17 +30 +23
Permanent jobs citing Amazon AWS 417 336 183
As % of all permanent IT jobs advertised in Hertfordshire 10.75% 7.61% 4.06%
As % of the Cloud Services category 39.83% 40.14% 36.82%
Number of salaries quoted 323 297 161
Hertfordshire median annual salary £52,500 £60,000 £57,500
Median salary % change year-on-year -12.50% +4.35% +27.78%
10th Percentile £30,500 £42,500 £42,500
90th Percentile £72,500 £72,500 £78,750
East of England median annual salary £55,000 £57,500 £52,500
% change year-on-year -4.35% +9.52% +16.67%

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 1,047 837 497
As % of all permanent IT jobs advertised in Hertfordshire 26.98% 18.97% 11.03%
Number of salaries quoted 828 721 420
Hertfordshire median annual salary £52,500 £55,000 £54,000
Median salary % change year-on-year -4.55% +1.85% +20.00%
10th Percentile £27,350 £27,500 £31,925
90th Percentile £73,750 £72,500 £75,000
East of England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +10.47%

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 22 November 2018.

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 22 November 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
Watford +10 118 £45,000 -25.00% 1
Hatfield -2 78 £60,000 +4.35% 6
St Albans +29 61 £52,500 - 9
Welwyn Garden City +6 41 £55,000 -12.00% 4
Hemel Hempstead +36 18 £42,500 -46.88% 3
Borehamwood +1 9 £38,000 +4.11%
Stevenage +11 7 £55,000 +22.22% 1
Potters Bar - 6 £67,500 -
Letchworth - 4 £30,000 - 2
Hertford 0 1 £26,500 -62.14% 1
Amazon AWS
East of England

For the 6 months to 22 November 2018, 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.

1 193 (46.28%) Microsoft Azure
2 188 (45.08%) Agile Software Development
3 162 (38.85%) Java
4 114 (27.34%) Linux
5 112 (26.86%) Web Services
6 109 (26.14%) SQL
7 101 (24.22%) DevOps
8 88 (21.10%) Python
9 76 (18.23%) Degree
10 74 (17.75%) JavaScript
11 73 (17.51%) Microsoft
12 72 (17.27%) Docker
13 71 (17.03%) C#
13 71 (17.03%) Windows
14 69 (16.55%) TDD
14 69 (16.55%) Bash Shell
15 68 (16.31%) Google Cloud Platform
16 67 (16.07%) VMware
17 66 (15.83%) TCP/IP
18 65 (15.59%) Google
19 63 (15.11%) PowerShell
20 61 (14.63%) DNS
21 60 (14.39%) Problem-Solving
22 59 (14.15%) Firewall
23 57 (13.67%) Hybrid Cloud
24 56 (13.43%) SaaS
25 55 (13.19%) SQL Server
26 54 (12.95%) Computer Science
26 54 (12.95%) User Experience
27 49 (11.75%) Git (software)

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 37 (8.87%) OpenStack
2 20 (4.80%) JBoss
3 15 (3.60%) GlassFish
4 14 (3.36%) Elasticsearch
4 14 (3.36%) MQSeries
4 14 (3.36%) WebLogic
4 14 (3.36%) WebSphere
5 13 (3.12%) Oracle SOA Suite
6 12 (2.88%) SharePoint
7 9 (2.16%) Skype for Business
8 8 (1.92%) Apache
8 8 (1.92%) IIS
9 3 (0.72%) Tomcat
10 2 (0.48%) Apache Spark
10 2 (0.48%) Exchange Server 2013
10 2 (0.48%) MS Exchange
11 1 (0.24%) Cloud Foundry
11 1 (0.24%) Confluence
11 1 (0.24%) nginx
11 1 (0.24%) SharePoint Server
Applications
1 3 (0.72%) Microsoft PowerPoint
1 3 (0.72%) MS Visio
2 1 (0.24%) HipChat
2 1 (0.24%) Microsoft Office
Business Applications
1 7 (1.68%) Salesforce.com CRM
2 3 (0.72%) SAP ERP
2 3 (0.72%) SAP GRC
2 3 (0.72%) SAP S/4HANA
3 1 (0.24%) Oracle Retail
Cloud Services
1 193 (46.28%) Microsoft Azure
2 68 (16.31%) Google Cloud Platform
3 56 (13.43%) SaaS
4 37 (8.87%) IaaS
5 32 (7.67%) PaaS
6 30 (7.19%) Amazon EC2
7 27 (6.47%) Office 365
8 24 (5.76%) AWS CloudFormation
8 24 (5.76%) Serverless
9 22 (5.28%) AWS Lambda
10 18 (4.32%) Cloud Computing
11 13 (3.12%) Google Analytics
12 11 (2.64%) Virtual Private Cloud
13 10 (2.40%) GitHub
14 9 (2.16%) Amazon S3
15 8 (1.92%) Azure Active Directory
16 7 (1.68%) Amazon CloudWatch
16 7 (1.68%) Amazon Glacier
16 7 (1.68%) OneDrive
16 7 (1.68%) Yammer
Communications & Networking
1 66 (15.83%) TCP/IP
2 61 (14.63%) DNS
3 59 (14.15%) Firewall
4 40 (9.59%) VPN
5 35 (8.39%) DHCP
6 31 (7.43%) Internet
7 23 (5.52%) Reverse Proxy
8 16 (3.84%) SAN
9 11 (2.64%) HTTP
10 9 (2.16%) SNMP
11 8 (1.92%) WAN
11 8 (1.92%) Wireless
12 7 (1.68%) Wi-Fi
13 6 (1.44%) ICMP
13 6 (1.44%) Network Security
13 6 (1.44%) Unified Communications
14 5 (1.20%) LAN
14 5 (1.20%) Skype
15 4 (0.96%) VSAN
16 3 (0.72%) VXLAN
Database & Business Intelligence
1 55 (13.19%) SQL Server
2 32 (7.67%) NoSQL
3 27 (6.47%) MongoDB
4 22 (5.28%) Amazon DynamoDB
5 18 (4.32%) Big Data
6 16 (3.84%) MySQL
7 15 (3.60%) Apache Cassandra
8 13 (3.12%) Amazon RDS
9 12 (2.88%) Oracle Database
10 10 (2.40%) Relational Database
11 9 (2.16%) PostgreSQL
12 7 (1.68%) RDBMS
13 6 (1.44%) Data Warehouse
13 6 (1.44%) Oracle Exadata
14 5 (1.20%) MariaDB
14 5 (1.20%) Neo4j
14 5 (1.20%) Oracle Database 11g
14 5 (1.20%) Oracle Database 12c
14 5 (1.20%) Redis
14 5 (1.20%) SQL Server 2008
Development Applications
1 49 (11.75%) Git (software)
2 13 (3.12%) Jenkins
2 13 (3.12%) JIRA
3 12 (2.88%) Metasploit
4 10 (2.40%) Visual Studio
5 8 (1.92%) Maven
5 8 (1.92%) Subversion
6 7 (1.68%) GitLab
7 5 (1.20%) Gradle
7 5 (1.20%) TeamCity
8 4 (0.96%) Octopus Deploy
9 3 (0.72%) Codeship
9 3 (0.72%) IntelliJ
9 3 (0.72%) Mercurial
9 3 (0.72%) Vagrant
9 3 (0.72%) Xcode
10 2 (0.48%) JMeter
10 2 (0.48%) JUnit
11 1 (0.24%) Atlassian Bamboo
11 1 (0.24%) Team Foundation Server
General
1 30 (7.19%) Finance
2 26 (6.24%) Retail
3 19 (4.56%) Banking
4 14 (3.36%) French Language
4 14 (3.36%) German Language
4 14 (3.36%) Swedish Language
5 11 (2.64%) Advertising
6 8 (1.92%) Games
7 3 (0.72%) Legal
8 1 (0.24%) Manufacturing
8 1 (0.24%) Publishing
8 1 (0.24%) Spanish Language
8 1 (0.24%) Telecoms
Job Titles
1 115 (27.58%) Developer
2 60 (14.39%) Architect
3 38 (9.11%) .NET Developer
4 37 (8.87%) C# Developer
5 36 (8.63%) Software Engineer
6 35 (8.39%) Java Developer
7 33 (7.91%) Consultant
8 32 (7.67%) C# .NET Developer
8 32 (7.67%) DevOps Engineer
8 32 (7.67%) Infrastructure Architect
9 31 (7.43%) Software Developer
10 30 (7.19%) Full Stack Developer
11 29 (6.95%) C# Software Developer
12 26 (6.24%) .NET Software Developer
13 25 (6.00%) Analyst
13 25 (6.00%) AWS Developer
14 21 (5.04%) Cloud Engineer
15 20 (4.80%) AWS DevOps
15 20 (4.80%) Infrastructure Engineer
16 19 (4.56%) AWS DevOps Engineer
Libraries, Frameworks & Software Standards
1 112 (26.86%) Web Services
2 44 (10.55%) .NET
3 42 (10.07%) HTML
4 39 (9.35%) REST
5 37 (8.87%) CSS
6 33 (7.91%) XML
7 26 (6.24%) Java EE
7 26 (6.24%) Node.js
8 25 (6.00%) ActiveMQ
9 23 (5.52%) Velocity
10 22 (5.28%) React
11 16 (3.84%) JMS
12 15 (3.60%) AngularJS
13 14 (3.36%) EJB
13 14 (3.36%) EJB 3.0
13 14 (3.36%) HornetQ
13 14 (3.36%) Java SE
13 14 (3.36%) Spring
13 14 (3.36%) WebSphere MQ
13 14 (3.36%) YAML
Miscellaneous
1 57 (13.67%) Hybrid Cloud
2 54 (12.95%) Computer Science
2 54 (12.95%) User Experience
3 42 (10.07%) Enterprise Software
4 31 (7.43%) Robotics
5 30 (7.19%) Analytical Skills
6 29 (6.95%) Data Centre
7 23 (5.52%) Security Operations Centre
8 20 (4.80%) Public Cloud
8 20 (4.80%) Replication
9 18 (4.32%) Linux Command Line
10 15 (3.60%) Self-Motivation
11 9 (2.16%) Management Information System
11 9 (2.16%) N-Tier
12 7 (1.68%) Data Structures
13 6 (1.44%) Mainframe
13 6 (1.44%) Mobile App
14 5 (1.20%) Cloud Native
14 5 (1.20%) Cyber Kill Chain
15 3 (0.72%) Private Cloud
Operating Systems
1 114 (27.34%) Linux
2 71 (17.03%) Windows
3 42 (10.07%) Unix
4 22 (5.28%) Windows Server
5 17 (4.08%) Kali Linux
5 17 (4.08%) Windows 10
6 15 (3.60%) Windows 7
7 12 (2.88%) Windows Server 2012
8 10 (2.40%) Apple iOS
9 8 (1.92%) Ubuntu
9 8 (1.92%) Windows 8
9 8 (1.92%) Windows Server 2008
10 7 (1.68%) Red Hat Enterprise Linux
11 6 (1.44%) HPUX
11 6 (1.44%) Mac OS X
12 5 (1.20%) Android
12 5 (1.20%) CentOS
13 3 (0.72%) AIX
13 3 (0.72%) VMS
13 3 (0.72%) Windows Server 2003
Processes & Methodologies
1 188 (45.08%) Agile Software Development
2 101 (24.22%) DevOps
3 69 (16.55%) TDD
4 60 (14.39%) Problem-Solving
5 44 (10.55%) Migration
5 44 (10.55%) Software Engineering
6 41 (9.83%) BDD
7 40 (9.59%) Continuous Delivery
8 39 (9.35%) Analytics
8 39 (9.35%) Microservices
9 37 (8.87%) Continuous Improvement
10 35 (8.39%) Continuous Integration
10 35 (8.39%) CRM
10 35 (8.39%) E-Commerce
11 33 (7.91%) Open Source
12 32 (7.67%) Data Analysis
13 30 (7.19%) Presales
14 28 (6.71%) SIEM
15 26 (6.24%) Identity Access Management
16 25 (6.00%) Vulnerability Management
Programming Languages
1 162 (38.85%) Java
2 109 (26.14%) SQL
3 88 (21.10%) Python
4 74 (17.75%) JavaScript
5 71 (17.03%) C#
6 69 (16.55%) Bash Shell
7 63 (15.11%) PowerShell
8 33 (7.91%) Java 8
9 32 (7.67%) Scala
10 31 (7.43%) Perl
11 25 (6.00%) PHP
12 24 (5.76%) Ruby
13 21 (5.04%) C++
13 21 (5.04%) Shell Script
14 18 (4.32%) PL/SQL
14 18 (4.32%) T-SQL
15 17 (4.08%) C
16 16 (3.84%) Go
17 15 (3.60%) VBScript
18 13 (3.12%) Apex Code
Qualifications
1 76 (18.23%) Degree
2 33 (7.91%) Computer Science Degree
3 22 (5.28%) CISSP
4 21 (5.04%) AWS Certification
5 20 (4.80%) SSCP
6 19 (4.56%) CEH
6 19 (4.56%) Microsoft Certification
7 18 (4.32%) PhD
8 17 (4.08%) CISM
8 17 (4.08%) CompTIA Security+
9 12 (2.88%) CISA
9 12 (2.88%) CSSLP
9 12 (2.88%) GIAC
9 12 (2.88%) SANS
10 10 (2.40%) Master's Degree
11 8 (1.92%) Cisco Certification
11 8 (1.92%) GSEC
12 7 (1.68%) SC Cleared
12 7 (1.68%) Security Cleared
13 6 (1.44%) MCSE
Quality Assurance & Compliance
1 16 (3.84%) ISO/IEC 27001
1 16 (3.84%) PCI DSS
2 12 (2.88%) GDPR
3 3 (0.72%) Sarbanes-Oxley
4 2 (0.48%) HIPAA
4 2 (0.48%) SLA
System Software
1 72 (17.27%) Docker
2 39 (9.35%) VMware Infrastructure
3 37 (8.87%) Active Directory
4 27 (6.47%) Hyper-V
4 27 (6.47%) VMware ESXi
5 10 (2.40%) XenApp
6 9 (2.16%) Microsoft App-V
6 9 (2.16%) XenDesktop
7 7 (1.68%) VMware NSX
8 4 (0.96%) vSphere
9 3 (0.72%) Ceph
9 3 (0.72%) NFS
10 2 (0.48%) Samba
10 2 (0.48%) Xen
11 1 (0.24%) iptables
11 1 (0.24%) Terminal Services
Systems Management
1 43 (10.31%) Kubernetes
2 35 (8.39%) Ansible
3 32 (7.67%) Puppet
4 28 (6.71%) Opscode Chef
5 15 (3.60%) Grafana
5 15 (3.60%) SCCM
6 14 (3.36%) Terraform
7 12 (2.88%) Nessus
7 12 (2.88%) Nmap
8 9 (2.16%) Prometheus
9 7 (1.68%) AirWatch
9 7 (1.68%) HP Data Protector
9 7 (1.68%) IBM BigFix
9 7 (1.68%) SCOrch
9 7 (1.68%) vRealize
10 6 (1.44%) Backup Exec
10 6 (1.44%) Packer
10 6 (1.44%) SCOM
11 5 (1.20%) QRadar
12 4 (0.96%) SCVMM
Vendors
1 73 (17.51%) Microsoft
2 67 (16.07%) VMware
3 65 (15.59%) Google
4 43 (10.31%) IBM
5 39 (9.35%) Oracle
6 33 (7.91%) Citrix
7 20 (4.80%) Salesforce.com
8 18 (4.32%) Talend
9 16 (3.84%) Cisco
10 14 (3.36%) NetApp
11 13 (3.12%) Optimizely
12 12 (2.88%) Netsparker
12 12 (2.88%) Qualys
13 11 (2.64%) Red Hat
14 10 (2.40%) EMC
14 10 (2.40%) HP
15 9 (2.16%) Ivanti
15 9 (2.16%) Splunk
16 8 (1.92%) New Relic
16 8 (1.92%) Veeam