Period
to 25 February 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 25 February 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
East of England > Hertfordshire
6 months to
25 Feb 2018
Same period 2017 Same period 2016
Rank 23 52 88
Rank change year-on-year +29 +36 +94
Permanent jobs citing Amazon AWS 448 208 170
As % of all permanent IT jobs advertised in Hertfordshire 9.22% 4.58% 3.31%
As % of the Cloud Services category 47.26% 35.86% 35.79%
Number of salaries quoted 385 178 122
Hertfordshire median annual salary £60,000 £60,000 £52,500
Median salary % change year-on-year - +14.29% -
10th Percentile £43,750 £43,000 £38,750
90th Percentile £72,500 £79,125 £76,250
East of England median annual salary £60,000 £50,000 £45,000
% change year-on-year +20.00% +11.11% -10.00%

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 948 580 475
As % of all permanent IT jobs advertised in Hertfordshire 19.50% 12.77% 9.25%
Number of salaries quoted 813 473 363
Hertfordshire median annual salary £57,500 £54,000 £48,500
Median salary % change year-on-year +6.48% +11.34% -3.00%
10th Percentile £30,000 £30,000 £28,500
90th Percentile £72,500 £75,000 £77,500
East of England median annual salary £52,500 £46,924 £45,000
% change year-on-year +11.88% +4.28% -

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 25 February 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 25 February 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
Hatfield +6 148 £57,500 - 14
Watford +52 83 £60,000 +4.35% 12
St Albans +45 53 £56,250 -19.64% 14
Welwyn Garden City -7 33 £67,500 -3.57%
Hertford +12 21 £70,000 - 1
Hemel Hempstead -9 13 £50,000 +53.85%
Borehamwood - 11 £36,500 - 4
Rickmansworth - 9 £50,000 -
Stevenage +5 6 - -
Potters Bar - 5 £70,000 -
Welwyn -7 1 £50,000 -16.67% 3
Kings Langley - 1 - -
Amazon AWS
East of England

For the 6 months to 25 February 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.

1 199 (44.42%) Agile Software Development
2 160 (35.71%) Microsoft Azure
3 150 (33.48%) Linux
4 148 (33.04%) Web Services
4 148 (33.04%) DevOps
5 117 (26.12%) Java
6 108 (24.11%) .NET
7 104 (23.21%) C#
8 99 (22.10%) Python
9 91 (20.31%) Docker
10 87 (19.42%) Software Engineering
11 85 (18.97%) Degree
11 85 (18.97%) E-Commerce
11 85 (18.97%) OpenStack
12 77 (17.19%) Kubernetes
13 76 (16.96%) TDD
14 74 (16.52%) Google
15 73 (16.29%) Oracle
16 71 (15.85%) SQL Server
16 71 (15.85%) Data Centre
17 69 (15.40%) Computer Science
18 68 (15.18%) Git (software)
19 67 (14.96%) Retail
19 67 (14.96%) SQL
19 67 (14.96%) Microsoft
20 66 (14.73%) JavaScript
20 66 (14.73%) Puppet
21 65 (14.51%) Continuous Integration
21 65 (14.51%) HTML
22 64 (14.29%) CSS

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 85 (18.97%) OpenStack
2 25 (5.58%) Tomcat
3 22 (4.91%) SharePoint
4 21 (4.69%) Oracle SOA Suite
5 12 (2.68%) JBoss
6 10 (2.23%) Oracle Service Bus
7 4 (0.89%) CloudStack
7 4 (0.89%) Elasticsearch
7 4 (0.89%) Skype for Business
8 2 (0.45%) Exchange Server 2007
8 2 (0.45%) Exchange Server 2010
8 2 (0.45%) Exchange Server 2013
8 2 (0.45%) IIS
8 2 (0.45%) MS Exchange
9 1 (0.22%) Apache
9 1 (0.22%) GlassFish
Applications
1 8 (1.79%) Microsoft Office
Business Applications
1 11 (2.46%) Oracle EBS
Cloud Services
1 160 (35.71%) Microsoft Azure
2 41 (9.15%) SaaS
3 38 (8.48%) Google Cloud Platform
4 37 (8.26%) Amazon EC2
5 27 (6.03%) Office 365
6 26 (5.80%) AWS Elastic Beanstalk
7 24 (5.36%) Serverless
8 23 (5.13%) AWS Lambda
9 17 (3.79%) AWS CloudFormation
9 17 (3.79%) Cloud Computing
9 17 (3.79%) GitHub
10 14 (3.13%) Virtual Private Cloud
11 13 (2.90%) Amazon SQS
12 12 (2.68%) Amazon S3
12 12 (2.68%) Google App Engine
12 12 (2.68%) Google Compute Engine
13 9 (2.01%) Amazon CloudWatch
14 7 (1.56%) Amazon Glacier
14 7 (1.56%) AWS CloudTrail
15 5 (1.12%) Route 53
Communications & Networking
1 43 (9.60%) TCP/IP
2 30 (6.70%) DNS
3 28 (6.25%) DHCP
4 15 (3.35%) HTTP
5 14 (3.13%) SAN
6 13 (2.90%) Firewall
7 8 (1.79%) Internet
7 8 (1.79%) LAN
7 8 (1.79%) WAN
7 8 (1.79%) Wi-Fi
8 7 (1.56%) Unified Communications
8 7 (1.56%) VLAN
9 4 (0.89%) Fibre Channel
9 4 (0.89%) Remote Desktop
9 4 (0.89%) Skype
9 4 (0.89%) VPN
10 2 (0.45%) IP Telephony
11 1 (0.22%) Cisco Nexus
11 1 (0.22%) iSCSI
11 1 (0.22%) Network Security
Database & Business Intelligence
1 71 (15.85%) SQL Server
2 64 (14.29%) MongoDB
3 48 (10.71%) NoSQL
4 31 (6.92%) Apache Cassandra
5 29 (6.47%) Amazon RDS
5 29 (6.47%) Oracle Database
6 23 (5.13%) MySQL
7 15 (3.35%) Amazon DynamoDB
8 12 (2.68%) SQL Server Integration Services
8 12 (2.68%) SQL Server Reporting Services
9 7 (1.56%) Amazon Redshift
9 7 (1.56%) Big Data
9 7 (1.56%) Couchbase
9 7 (1.56%) MariaDB
9 7 (1.56%) PostgreSQL
9 7 (1.56%) Relational Database
10 4 (0.89%) Oracle Database 10g
10 4 (0.89%) Oracle Database 11g
10 4 (0.89%) Oracle Database 12c
10 4 (0.89%) SQL Server 2008
Development Applications
1 68 (15.18%) Git (software)
2 48 (10.71%) Jenkins
3 27 (6.03%) Subversion
4 17 (3.79%) Jasmine
4 17 (3.79%) MSTest
4 17 (3.79%) NUnit
4 17 (3.79%) Selenium
4 17 (3.79%) VSS/SourceSafe
5 11 (2.46%) Oracle Forms
6 9 (2.01%) JIRA
7 7 (1.56%) Cucumber
7 7 (1.56%) Spock
7 7 (1.56%) Visual Studio Team System
8 6 (1.34%) Flyway
9 4 (0.89%) Mocha
10 3 (0.67%) Mercurial
10 3 (0.67%) SQL Server Management Studio (SSMS)
11 2 (0.45%) Gradle
11 2 (0.45%) Mockito
11 2 (0.45%) webpack
General
1 67 (14.96%) Retail
2 42 (9.38%) Advertising
3 24 (5.36%) Finance
4 16 (3.57%) Marketing
5 14 (3.13%) Games
6 11 (2.46%) Manufacturing
7 8 (1.79%) Financial Institution
8 4 (0.89%) Automotive
9 1 (0.22%) Banking
Job Titles
1 148 (33.04%) Developer
2 69 (15.40%) .NET Developer
3 51 (11.38%) C# Developer
4 48 (10.71%) Senior Developer
5 47 (10.49%) C# .NET Developer
6 44 (9.82%) Cloud Engineer
6 44 (9.82%) Linux Engineer
7 40 (8.93%) Team Leader
8 39 (8.71%) Systems Engineer
9 36 (8.04%) Java Developer
10 31 (6.92%) Analyst
11 29 (6.47%) DevOps Engineer
12 27 (6.03%) Senior .NET Developer
12 27 (6.03%) VMware Engineer
13 26 (5.80%) Senior C# Developer
14 25 (5.58%) DBA
15 24 (5.36%) Development Team Leader
15 24 (5.36%) Senior C# .NET Developer
16 21 (4.69%) SQL DBA
17 19 (4.24%) Administrator
Libraries, Frameworks & Software Standards
1 148 (33.04%) Web Services
2 108 (24.11%) .NET
3 65 (14.51%) HTML
4 64 (14.29%) CSS
5 63 (14.06%) REST
6 47 (10.49%) HTML5
7 45 (10.04%) CSS3
8 44 (9.82%) AngularJS
9 37 (8.26%) SOAP
10 28 (6.25%) React
11 27 (6.03%) ASP.NET
12 26 (5.80%) J2EE
12 26 (5.80%) JSON
13 23 (5.13%) Spring
14 22 (4.91%) ASP.NET MVC
14 22 (4.91%) ASP.NET Web API
14 22 (4.91%) jQuery
14 22 (4.91%) Node.js
15 18 (4.02%) Akka
15 18 (4.02%) Kafka
Miscellaneous
1 71 (15.85%) Data Centre
2 69 (15.40%) Computer Science
3 45 (10.04%) Public Cloud
4 43 (9.60%) User Experience
5 39 (8.71%) Robotics
6 32 (7.14%) Mobile App
7 26 (5.80%) Analytical Skills
8 10 (2.23%) Algorithms
9 8 (1.79%) Management Information System
10 7 (1.56%) Fat Client
10 7 (1.56%) Thin Client
11 6 (1.34%) Hybrid Cloud
11 6 (1.34%) Linux Command Line
11 6 (1.34%) Replication
12 5 (1.12%) Private Cloud
13 4 (0.89%) Handset
14 3 (0.67%) Clustering
15 2 (0.45%) Data Structures
15 2 (0.45%) Enterprise Software
15 2 (0.45%) Smartphone
Operating Systems
1 150 (33.48%) Linux
2 40 (8.93%) Ubuntu
3 36 (8.04%) Windows
4 33 (7.37%) Unix
5 30 (6.70%) CoreOS
6 28 (6.25%) Windows Server
7 22 (4.91%) CentOS
8 18 (4.02%) Apple iOS
9 16 (3.57%) Android
9 16 (3.57%) Red Hat Enterprise Linux
10 12 (2.68%) Debian
11 4 (0.89%) Mac OS
11 4 (0.89%) Windows Server 2008
11 4 (0.89%) Windows Server 2012
12 2 (0.45%) DC/OS
13 1 (0.22%) HPUX
Processes & Methodologies
1 199 (44.42%) Agile Software Development
2 148 (33.04%) DevOps
3 87 (19.42%) Software Engineering
4 85 (18.97%) E-Commerce
5 76 (16.96%) TDD
6 65 (14.51%) Continuous Integration
7 59 (13.17%) OO
8 58 (12.95%) MVC
9 53 (11.83%) Test Automation
10 50 (11.16%) BDD
11 48 (10.71%) Dependency Injection
12 43 (9.60%) Continuous Deployment
12 43 (9.60%) Scrum
13 42 (9.38%) SOA
14 32 (7.14%) Kanban
15 31 (6.92%) Open Source
16 30 (6.70%) SOLID
17 29 (6.47%) CRM
18 28 (6.25%) Continuous Improvement
18 28 (6.25%) Performance Tuning
Programming Languages
1 117 (26.12%) Java
2 104 (23.21%) C#
3 99 (22.10%) Python
4 67 (14.96%) SQL
5 66 (14.73%) JavaScript
6 45 (10.04%) PowerShell
7 39 (8.71%) Bash Shell
8 27 (6.03%) Scala
9 18 (4.02%) Ruby
10 12 (2.68%) Groovy
11 10 (2.23%) Apple Swift
11 10 (2.23%) C++
12 9 (2.01%) T-SQL
13 8 (1.79%) Go
14 6 (1.34%) Perl
15 4 (0.89%) PHP
15 4 (0.89%) Shell Script
16 3 (0.67%) ES6
16 3 (0.67%) Rust
17 2 (0.45%) GraphQL
Qualifications
1 85 (18.97%) Degree
2 38 (8.48%) Computer Science Degree
3 18 (4.02%) MCSE
3 18 (4.02%) Microsoft Certification
4 12 (2.68%) MCP
5 7 (1.56%) SC Cleared
5 7 (1.56%) Security Cleared
6 6 (1.34%) MCSA
7 5 (1.12%) MCITP
8 4 (0.89%) ITIL Certification
9 2 (0.45%) HND
9 2 (0.45%) Numerate Degree
9 2 (0.45%) PhD
Quality Assurance & Compliance
1 6 (1.34%) ISO/IEC 27001
1 6 (1.34%) PCI DSS
System Software
1 91 (20.31%) Docker
2 38 (8.48%) Ceph
3 22 (4.91%) Active Directory
4 18 (4.02%) VMware Infrastructure
5 8 (1.79%) LXC
5 8 (1.79%) vSphere
6 6 (1.34%) Hyper-V
6 6 (1.34%) Xen
7 5 (1.12%) VMware ESXi
8 4 (0.89%) Terminal Services
8 4 (0.89%) VMware Workstation
9 1 (0.22%) Varnish
9 1 (0.22%) VMware NSX
Systems Management
1 77 (17.19%) Kubernetes
2 66 (14.73%) Puppet
3 49 (10.94%) Opscode Chef
4 45 (10.04%) Ansible
5 10 (2.23%) Single Sign-On
6 4 (0.89%) Docker Swarm
6 4 (0.89%) Terraform
6 4 (0.89%) vCenter Server
7 3 (0.67%) Mesos
8 2 (0.45%) Marathon
9 1 (0.22%) Grafana
9 1 (0.22%) Graphite
9 1 (0.22%) HP Data Protector
9 1 (0.22%) Prometheus
9 1 (0.22%) StatsD
9 1 (0.22%) vRealize
Vendors
1 74 (16.52%) Google
2 73 (16.29%) Oracle
3 67 (14.96%) Microsoft
4 58 (12.95%) VMware
5 24 (5.36%) Red Hat
6 18 (4.02%) Salesforce.com
7 17 (3.79%) Sitecore
7 17 (3.79%) Xamarin
8 9 (2.01%) Cisco
9 7 (1.56%) CheckPoint
9 7 (1.56%) Citrix
9 7 (1.56%) Splunk
10 6 (1.34%) IBM
10 6 (1.34%) Juniper
11 5 (1.12%) 3PAR
12 3 (0.67%) NetApp
13 2 (0.45%) EMC
14 1 (0.22%) Brocade
14 1 (0.22%) hybris
14 1 (0.22%) Veeam