Period
to 12 December 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for AWS Lambda skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited AWS Lambda over the 6 months to 12 December 2017 with a comparison to the same period in the previous 2 years.

Amazon AWS Lambda
UK > England
6 months to
12 Dec 2017
Same period 2016 Same period 2015
Rank 838 1089 1257
Rank change year-on-year +251 +168 -
Permanent jobs citing AWS Lambda 339 94 21
As % of all permanent IT jobs advertised in England 0.20% 0.053% 0.010%
As % of the Cloud Services category 1.05% 0.40% 0.11%
Number of salaries quoted 284 89 20
England median annual salary £60,000 £60,000 £65,000
Median salary % change year-on-year - -7.69% -
10th Percentile £42,500 £42,400 £55,875
90th Percentile £86,750 £87,500 £93,375
UK median annual salary £60,000 £60,000 £65,000
% change year-on-year - -7.69% -

AWS Lambda 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 England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 32254 23311 19473
As % of all permanent IT jobs advertised in England 19.20% 13.26% 9.67%
Number of salaries quoted 26904 19713 16461
England median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £27,750 £28,630 £27,500
90th Percentile £81,250 £80,000 £78,750
UK median annual salary £52,500 £50,500 £50,000
% change year-on-year +3.96% +1.00% +5.26%

AWS Lambda
Job Vacancy Trend in England

Job postings citing AWS Lambda as a percentage of all IT jobs advertised in England.

Job vacancy trend for AWS Lambda in England

AWS Lambda
Salary Trend in England

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

Salary trend for AWS Lambda in England

AWS Lambda
Salary Histogram in England

The salary distribution of IT jobs citing AWS Lambda in England over the 6 months to 12 December 2017.

Salary histogram for AWS Lambda in England

AWS Lambda
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AWS Lambda within the England region over the 6 months to 12 December 2017. 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
London +131 206 £60,000 -4.00% 31
North of England +60 56 £50,000 +8.70% 7
North West +37 49 £48,750 +5.98% 5
South West - 30 £50,000 - 5
East of England +23 24 £60,000 +17.07% 4
Midlands +30 11 £65,000 +26.21% 3
South East +36 10 £62,500 +4.17% 3
East Midlands +27 9 £65,000 +26.21% 2
Yorkshire +30 5 £65,000 +85.71% 2
North East - 2 £65,000 -
West Midlands - 2 £62,500 - 1
AWS Lambda
UK

For the 6 months to 12 December 2017, IT jobs citing AWS Lambda also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for AWS Lambda.

1 334 (98.53%) Amazon AWS
2 328 (96.76%) Serverless
3 157 (46.31%) DevOps
4 155 (45.72%) Agile Software Development
5 131 (38.64%) Amazon EC2
6 124 (36.58%) Amazon S3
6 124 (36.58%) Node.js
7 115 (33.92%) Docker
8 110 (32.45%) Linux
9 107 (31.56%) Python
10 105 (30.97%) AWS CloudFormation
11 104 (30.68%) Microservices
12 100 (29.50%) Java
13 96 (28.32%) Amazon RDS
14 88 (25.96%) Ansible
15 87 (25.66%) JavaScript
16 84 (24.78%) Git (software)
17 83 (24.48%) TDD
18 82 (24.19%) Amazon DynamoDB
19 79 (23.30%) Terraform
20 78 (23.01%) Jenkins
21 77 (22.71%) Web Services
22 67 (19.76%) Puppet
23 66 (19.47%) HTML
23 66 (19.47%) Continuous Integration
24 62 (18.29%) CSS
24 62 (18.29%) AWS Elastic Beanstalk
25 59 (17.40%) Software Engineering
26 57 (16.81%) Configuration Management
27 55 (16.22%) Amazon Kinesis

AWS Lambda
Co-occurring IT Skills in England 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 40 (11.80%) Elasticsearch
2 35 (10.32%) Apache Spark
3 23 (6.78%) Apache
4 21 (6.19%) Tomcat
5 16 (4.72%) nginx
6 15 (4.42%) Drupal
7 9 (2.65%) Apache Airflow
8 8 (2.36%) Apache Solr
8 8 (2.36%) Confluence
8 8 (2.36%) WordPress
9 7 (2.06%) Jetty
10 5 (1.47%) CMS
10 5 (1.47%) IIS
11 4 (1.18%) Alfresco
12 2 (0.59%) JBoss
12 2 (0.59%) Moodle
12 2 (0.59%) WebLogic
13 1 (0.29%) Apache Pig
13 1 (0.29%) Joomla!
Applications
1 1 (0.29%) HipChat
Business Applications
1 3 (0.88%) Magento
2 2 (0.59%) Payment Gateway
2 2 (0.59%) Salesforce.com CRM
Cloud Services
1 334 (98.53%) Amazon AWS
2 328 (96.76%) Serverless
3 131 (38.64%) Amazon EC2
4 124 (36.58%) Amazon S3
5 105 (30.97%) AWS CloudFormation
6 62 (18.29%) AWS Elastic Beanstalk
7 55 (16.22%) Amazon Kinesis
8 48 (14.16%) GitHub
8 48 (14.16%) Virtual Private Cloud
9 45 (13.27%) Amazon CloudWatch
9 45 (13.27%) Amazon SQS
10 40 (11.80%) Route 53
11 35 (10.32%) SaaS
12 31 (9.14%) Amazon ElastiCache
12 31 (9.14%) Microsoft Azure
13 25 (7.37%) CloudFront
14 19 (5.60%) Amazon EMR
15 18 (5.31%) IaaS
16 16 (4.72%) AWS CloudTrail
17 15 (4.42%) PaaS
Communications & Networking
1 17 (5.01%) VPN
2 9 (2.65%) Internet
2 9 (2.65%) SAN
3 6 (1.77%) TCP/IP
4 4 (1.18%) HTTP
4 4 (1.18%) SSL
5 3 (0.88%) OpenVPN
6 2 (0.59%) DNS
6 2 (0.59%) IPsec
7 1 (0.29%) DAB
7 1 (0.29%) DHCP
7 1 (0.29%) Firewall
7 1 (0.29%) Intrusion Detection
7 1 (0.29%) LDAP
7 1 (0.29%) Network Security
7 1 (0.29%) SMS
7 1 (0.29%) SMTP
7 1 (0.29%) SNMP
Database & Business Intelligence
1 96 (28.32%) Amazon RDS
2 82 (24.19%) Amazon DynamoDB
3 45 (13.27%) Amazon Redshift
4 39 (11.50%) NoSQL
5 37 (10.91%) Big Data
6 34 (10.03%) MongoDB
7 26 (7.67%) MySQL
7 26 (7.67%) Relational Database
8 24 (7.08%) Redis
9 22 (6.49%) PostgreSQL
10 20 (5.90%) SQL Server
11 19 (5.60%) Neo4j
12 13 (3.83%) Apache Hive
12 13 (3.83%) Hadoop
13 10 (2.95%) Apache Cassandra
14 9 (2.65%) Data Lake
14 9 (2.65%) InfluxDB
14 9 (2.65%) RDBMS
15 8 (2.36%) MariaDB
15 8 (2.36%) Presto
Development Applications
1 84 (24.78%) Git (software)
2 78 (23.01%) Jenkins
3 17 (5.01%) Maven
4 16 (4.72%) JIRA
5 15 (4.42%) Atlassian Bamboo
6 14 (4.13%) Travis CI
7 13 (3.83%) Karma Test Runner
8 12 (3.54%) GoCD
9 11 (3.24%) Selenium
10 10 (2.95%) Gradle
10 10 (2.95%) Protractor
11 9 (2.65%) PHPUnit
11 9 (2.65%) Vagrant
12 8 (2.36%) JUnit
12 8 (2.36%) webpack
13 7 (2.06%) Bitbucket
13 7 (2.06%) Eclipse
13 7 (2.06%) TeamCity
14 6 (1.77%) Cucumber
14 6 (1.77%) Mocha
General
1 29 (8.55%) Finance
2 18 (5.31%) Marketing
3 14 (4.13%) Banking
3 14 (4.13%) Retail
4 11 (3.24%) Advertising
5 6 (1.77%) Telecoms
6 5 (1.47%) Legal
7 3 (0.88%) Digital Economy
7 3 (0.88%) Games
7 3 (0.88%) Law
8 2 (0.59%) Automotive
8 2 (0.59%) Pharmaceutical
9 1 (0.29%) Back Office
9 1 (0.29%) Billing
9 1 (0.29%) Front Office
9 1 (0.29%) Publishing
Job Titles
1 99 (29.20%) Developer
2 77 (22.71%) DevOps Engineer
3 55 (16.22%) AWS Engineer
4 39 (11.50%) AWS DevOps
5 32 (9.44%) Architect
5 32 (9.44%) Senior Developer
6 26 (7.67%) AWS DevOps Engineer
7 24 (7.08%) Java Developer
8 23 (6.78%) Software Engineer
9 20 (5.90%) Cloud Engineer
10 18 (5.31%) JavaScript Developer
11 16 (4.72%) Data Engineer
12 13 (3.83%) AWS Architect
12 13 (3.83%) AWS Developer
12 13 (3.83%) Consultant
12 13 (3.83%) PHP Developer
12 13 (3.83%) Solutions Architect
12 13 (3.83%) Web Developer
13 12 (3.54%) DevOps Consultant
13 12 (3.54%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 124 (36.58%) Node.js
2 77 (22.71%) Web Services
3 66 (19.47%) HTML
4 62 (18.29%) CSS
5 53 (15.63%) REST
6 48 (14.16%) AngularJS
7 47 (13.86%) React
8 44 (12.98%) HTML5
9 32 (9.44%) Kafka
10 31 (9.14%) JSON
10 31 (9.14%) RESTful
11 29 (8.55%) XML
12 28 (8.26%) Spring
13 26 (7.67%) CSS3
14 25 (7.37%) .NET
15 23 (6.78%) Sass
15 23 (6.78%) Spring Boot
16 18 (5.31%) SOAP
17 15 (4.42%) Symfony
18 14 (4.13%) React Native
Miscellaneous
1 30 (8.85%) User Experience
2 18 (5.31%) Computer Science
3 16 (4.72%) Algorithms
4 15 (4.42%) Analytical Skills
5 14 (4.13%) Mobile App
6 13 (3.83%) Fintech
7 12 (3.54%) W3C
8 11 (3.24%) BBC
8 11 (3.24%) STB
9 9 (2.65%) Public Cloud
10 7 (2.06%) Enterprise Software
11 6 (1.77%) Data Centre
11 6 (1.77%) Digital TV
12 5 (1.47%) Cloud Native
12 5 (1.47%) Virtual Team
13 4 (1.18%) Greenfield Project
14 3 (0.88%) CESG
14 3 (0.88%) Hedge funds
14 3 (0.88%) Linux Command Line
14 3 (0.88%) Online Banking
Operating Systems
1 110 (32.45%) Linux
2 29 (8.55%) CentOS
3 17 (5.01%) Unix
4 14 (4.13%) Apple iOS
4 14 (4.13%) Windows
5 9 (2.65%) Red Hat Enterprise Linux
6 8 (2.36%) Android
6 8 (2.36%) Ubuntu
7 6 (1.77%) Data ONTAP
8 5 (1.47%) CoreOS
9 2 (0.59%) DC/OS
9 2 (0.59%) Windows Server 2008
9 2 (0.59%) Windows Server 2012
10 1 (0.29%) Mac OS X
Processes & Methodologies
1 157 (46.31%) DevOps
2 155 (45.72%) Agile Software Development
3 104 (30.68%) Microservices
4 83 (24.48%) TDD
5 66 (19.47%) Continuous Integration
6 59 (17.40%) Software Engineering
7 57 (16.81%) Configuration Management
8 42 (12.39%) Continuous Deployment
9 41 (12.09%) Continuous Delivery
10 33 (9.73%) Test Automation
11 29 (8.55%) E-Commerce
12 27 (7.96%) Analytics
13 26 (7.67%) OO
14 25 (7.37%) Machine Learning
14 25 (7.37%) Open Source
15 23 (6.78%) BDD
15 23 (6.78%) Kanban
15 23 (6.78%) Workflow
16 21 (6.19%) Scrum
16 21 (6.19%) Unit Testing
Programming Languages
1 107 (31.56%) Python
2 100 (29.50%) Java
3 87 (25.66%) JavaScript
4 50 (14.75%) SQL
5 48 (14.16%) PHP
6 35 (10.32%) Ruby
7 32 (9.44%) Bash Shell
8 28 (8.26%) C#
8 28 (8.26%) Go
9 27 (7.96%) Scala
10 19 (5.60%) ES6
11 12 (3.54%) Clojure
11 12 (3.54%) PowerShell
11 12 (3.54%) TypeScript
12 11 (3.24%) Perl
13 9 (2.65%) Apple Swift
13 9 (2.65%) R
14 7 (2.06%) GraphQL
14 7 (2.06%) PL/SQL
14 7 (2.06%) Shell Script
Qualifications
1 30 (8.85%) Degree
2 15 (4.42%) AWS Certification
2 15 (4.42%) Computer Science Degree
2 15 (4.42%) SC Cleared
2 15 (4.42%) Security Cleared
3 5 (1.47%) Master's Degree
4 3 (0.88%) CESG Certified Professional
5 2 (0.59%) AAT
5 2 (0.59%) MBA
Quality Assurance & Compliance
1 15 (4.42%) QA
2 12 (3.54%) WAI
3 1 (0.29%) ISO/IEC 27001
System Software
1 115 (33.92%) Docker
2 13 (3.83%) Virtual Machines
3 4 (1.18%) Apache ZooKeeper
3 4 (1.18%) GlusterFS
3 4 (1.18%) Varnish
3 4 (1.18%) VirtualBox
4 3 (0.88%) HDFS
5 2 (0.59%) Active Directory
6 1 (0.29%) Apache Flume
6 1 (0.29%) Hyper-V
6 1 (0.29%) LXC
6 1 (0.29%) NFS
6 1 (0.29%) VMware Infrastructure
Systems Management
1 88 (25.96%) Ansible
2 79 (23.30%) Terraform
3 67 (19.76%) Puppet
4 52 (15.34%) Opscode Chef
5 37 (10.91%) Kubernetes
6 15 (4.42%) Nagios
7 9 (2.65%) Packer
8 8 (2.36%) Consul
9 6 (1.77%) Kibana
9 6 (1.77%) logstash
10 5 (1.47%) Mesos
11 4 (1.18%) Marathon
11 4 (1.18%) Prometheus
12 3 (0.88%) OSSEC
13 2 (0.59%) Check_MK
13 2 (0.59%) Docker Swarm
13 2 (0.59%) Salt
13 2 (0.59%) SCCM
14 1 (0.29%) Hadoop YARN
14 1 (0.29%) Oozie
Vendors
1 35 (10.32%) Red Hat
2 17 (5.01%) Google
2 17 (5.01%) Microsoft
2 17 (5.01%) Oracle
3 16 (4.72%) VMware
4 12 (3.54%) NetApp
5 11 (3.24%) Arqiva
5 11 (3.24%) BT
6 9 (2.65%) New Relic
7 8 (2.36%) PagerDuty
8 7 (2.06%) Splunk
9 6 (1.77%) Databricks
9 6 (1.77%) Salesforce.com
9 6 (1.77%) Tableau
10 5 (1.47%) IBM
10 5 (1.47%) LexisNexis
10 5 (1.47%) Sitecore
11 3 (0.88%) Facebook
11 3 (0.88%) Teradata
12 2 (0.59%) Zend