Period
to 19 February 2018

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

Amazon AWS Lambda
UK > England
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 796 1048 1229
Rank change year-on-year +252 +181 +56
Permanent jobs citing AWS Lambda 376 104 42
As % of all permanent IT jobs advertised in England 0.23% 0.064% 0.021%
As % of the Cloud Services category 1.11% 0.45% 0.20%
Number of salaries quoted 301 96 29
England median annual salary £60,000 £62,500 £67,500
Median salary % change year-on-year -4.00% -7.41% -
10th Percentile £43,750 £41,250 £48,000
90th Percentile £85,000 £86,250 £94,250
UK median annual salary £60,000 £62,500 £67,500
% change year-on-year -4.00% -7.41% -

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 33,895 22,858 20,662
As % of all permanent IT jobs advertised in England 20.63% 13.97% 10.42%
Number of salaries quoted 28,384 19,299 17,548
England median annual salary £52,500 £51,500 £50,000
Median salary % change year-on-year +1.94% +3.00% +5.26%
10th Percentile £28,250 £28,500 £27,750
90th Percentile £82,500 £80,000 £78,750
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 19 February 2018.

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 19 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
London +138 230 £61,500 -5.38% 50
North of England +40 53 £50,000 +19.05% 20
North West +33 47 £50,000 +8.70% 15
South West +24 27 £55,000 - 2
East of England +21 27 £60,000 +33.33% 1
Midlands +30 20 £65,000 +18.18% 4
South East +26 15 £62,500 -3.85% 5
East Midlands +29 11 £65,000 +18.18% 1
West Midlands - 9 £62,500 - 3
Yorkshire - 4 £65,000 - 3
North East -23 2 £65,000 +71.05% 2
AWS Lambda
UK

For the 6 months to 19 February 2018, IT jobs citing AWS Lambda 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 England region with a requirement for AWS Lambda.

1 374 (99.47%) Amazon AWS
2 368 (97.87%) Serverless
3 172 (45.74%) Agile Software Development
4 166 (44.15%) DevOps
5 130 (34.57%) Node.js
6 126 (33.51%) Python
7 122 (32.45%) Amazon S3
8 119 (31.65%) Amazon EC2
9 114 (30.32%) Docker
9 114 (30.32%) Java
10 110 (29.26%) Linux
11 99 (26.33%) AWS CloudFormation
12 95 (25.27%) JavaScript
13 91 (24.20%) Microservices
13 91 (24.20%) Terraform
14 90 (23.94%) Ansible
15 88 (23.40%) Amazon DynamoDB
16 87 (23.14%) Git (software)
17 86 (22.87%) Jenkins
18 79 (21.01%) TDD
19 78 (20.74%) SQL
20 75 (19.95%) Web Services
21 70 (18.62%) HTML
22 69 (18.35%) Amazon RDS
22 69 (18.35%) Continuous Integration
23 67 (17.82%) Amazon Kinesis
24 65 (17.29%) Configuration Management
24 65 (17.29%) Software Engineering
25 64 (17.02%) Puppet
26 61 (16.22%) Microsoft Azure

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 49 (13.03%) Elasticsearch
2 38 (10.11%) Apache Spark
3 23 (6.12%) Drupal
4 20 (5.32%) Tomcat
5 15 (3.99%) Apache
5 15 (3.99%) nginx
6 13 (3.46%) Apache Solr
7 8 (2.13%) WordPress
8 7 (1.86%) Jetty
9 6 (1.60%) Confluence
10 5 (1.33%) Alfresco
10 5 (1.33%) CMS
11 3 (0.80%) Apache Airflow
12 2 (0.53%) Apache Pig
12 2 (0.53%) Moodle
12 2 (0.53%) OpenStack
13 1 (0.27%) Adobe Experience Manager
13 1 (0.27%) IIS
13 1 (0.27%) JBoss
13 1 (0.27%) WebLogic
Applications
1 1 (0.27%) HipChat
Business Applications
1 3 (0.80%) Salesforce.com CRM
2 2 (0.53%) Magento
Cloud Services
1 374 (99.47%) Amazon AWS
2 368 (97.87%) Serverless
3 122 (32.45%) Amazon S3
4 119 (31.65%) Amazon EC2
5 99 (26.33%) AWS CloudFormation
6 67 (17.82%) Amazon Kinesis
7 61 (16.22%) Microsoft Azure
8 58 (15.43%) AWS Elastic Beanstalk
9 50 (13.30%) Amazon CloudWatch
10 47 (12.50%) Virtual Private Cloud
11 43 (11.44%) SaaS
12 41 (10.90%) Route 53
13 38 (10.11%) GitHub
14 37 (9.84%) Amazon SQS
15 35 (9.31%) IaaS
16 32 (8.51%) Amazon ElastiCache
17 30 (7.98%) Amazon EMR
18 27 (7.18%) CloudFront
19 24 (6.38%) Azure Data Factory
20 23 (6.12%) Cortana Intelligence Suite
Communications & Networking
1 23 (6.12%) VPN
2 9 (2.39%) SAN
2 9 (2.39%) TCP/IP
3 6 (1.60%) DNS
3 6 (1.60%) HTTP
3 6 (1.60%) SSL
4 4 (1.06%) Internet
4 4 (1.06%) VoIP
4 4 (1.06%) Wireless
5 3 (0.80%) Firewall
5 3 (0.80%) OpenVPN
6 2 (0.53%) BGP
6 2 (0.53%) DHCP
6 2 (0.53%) EIGRP
6 2 (0.53%) IPsec
6 2 (0.53%) LAN
6 2 (0.53%) OSPF
6 2 (0.53%) SMS
6 2 (0.53%) WAN
7 1 (0.27%) SMTP
Database & Business Intelligence
1 88 (23.40%) Amazon DynamoDB
2 69 (18.35%) Amazon RDS
3 57 (15.16%) Big Data
4 44 (11.70%) Amazon Redshift
5 41 (10.90%) MySQL
6 40 (10.64%) NoSQL
7 35 (9.31%) Data Lake
7 35 (9.31%) MongoDB
8 32 (8.51%) PostgreSQL
9 26 (6.91%) Hadoop
10 25 (6.65%) SQL Server
11 24 (6.38%) Azure SQL Database
11 24 (6.38%) Relational Database
12 23 (6.12%) Power BI
13 18 (4.79%) Apache Hive
13 18 (4.79%) Redis
14 14 (3.72%) Neo4j
15 13 (3.46%) RDBMS
16 12 (3.19%) Data Warehouse
17 11 (2.93%) Parquet
Development Applications
1 87 (23.14%) Git (software)
2 86 (22.87%) Jenkins
3 23 (6.12%) Maven
3 23 (6.12%) Visual Studio
4 19 (5.05%) JIRA
5 14 (3.72%) GoCD
5 14 (3.72%) Travis CI
6 10 (2.66%) Atlassian Bamboo
6 10 (2.66%) Bitbucket
6 10 (2.66%) Selenium
6 10 (2.66%) Sonatype Nexus
7 9 (2.39%) Gradle
7 9 (2.39%) JUnit
7 9 (2.39%) Karma Test Runner
7 9 (2.39%) Protractor
7 9 (2.39%) Vagrant
8 7 (1.86%) SonarQube
8 7 (1.86%) webpack
9 6 (1.60%) git-flow
9 6 (1.60%) gulp
General
1 46 (12.23%) Finance
2 21 (5.59%) Banking
3 12 (3.19%) Marketing
4 11 (2.93%) Advertising
5 7 (1.86%) Legal
6 5 (1.33%) Games
6 5 (1.33%) Retail
6 5 (1.33%) Telecoms
7 3 (0.80%) Digital Economy
8 2 (0.53%) Automotive
9 1 (0.27%) Back Office
9 1 (0.27%) Billing
9 1 (0.27%) Financial Institution
9 1 (0.27%) Front Office
9 1 (0.27%) Law
9 1 (0.27%) Publishing
Job Titles
1 99 (26.33%) Developer
2 95 (25.27%) DevOps Engineer
3 76 (20.21%) AWS Engineer
4 47 (12.50%) AWS DevOps
5 37 (9.84%) AWS DevOps Engineer
6 31 (8.24%) Java Developer
7 28 (7.45%) Architect
7 28 (7.45%) Senior Developer
8 26 (6.91%) Data Engineer
9 23 (6.12%) Cloud Engineer
10 20 (5.32%) Consultant
10 20 (5.32%) Software Engineer
11 16 (4.26%) AWS Developer
11 16 (4.26%) Senior DevOps
12 15 (3.99%) Web Developer
13 14 (3.72%) Node.js Developer
13 14 (3.72%) Senior DevOps Engineer
14 13 (3.46%) Applications Developer
14 13 (3.46%) Platform Engineer
15 12 (3.19%) Solutions Architect
Libraries, Frameworks & Software Standards
1 130 (34.57%) Node.js
2 75 (19.95%) Web Services
3 70 (18.62%) HTML
4 61 (16.22%) CSS
5 59 (15.69%) REST
6 50 (13.30%) HTML5
7 44 (11.70%) AngularJS
8 37 (9.84%) JSON
8 37 (9.84%) React
9 32 (8.51%) .NET
10 31 (8.24%) XML
11 26 (6.91%) Kafka
12 21 (5.59%) RESTful
12 21 (5.59%) Sass
12 21 (5.59%) Spring
13 20 (5.32%) CSS3
14 18 (4.79%) Spring Boot
15 17 (4.52%) Django
15 17 (4.52%) RabbitMQ
15 17 (4.52%) SOAP
Miscellaneous
1 35 (9.31%) User Experience
2 29 (7.71%) Computer Science
3 28 (7.45%) Algorithms
4 20 (5.32%) W3C
5 19 (5.05%) Fintech
6 13 (3.46%) Mobile App
7 12 (3.19%) Analytical Skills
8 11 (2.93%) BBC
8 11 (2.93%) STB
9 10 (2.66%) Data Centre
10 8 (2.13%) Cloud Native
10 8 (2.13%) Public Cloud
11 6 (1.60%) Digital TV
11 6 (1.60%) Linux Command Line
12 5 (1.33%) Clustering
12 5 (1.33%) Enterprise Software
12 5 (1.33%) Greenfield Project
13 4 (1.06%) CESG
13 4 (1.06%) Data Structures
13 4 (1.06%) Virtual Team
Operating Systems
1 110 (29.26%) Linux
2 32 (8.51%) CentOS
3 19 (5.05%) Apple iOS
4 17 (4.52%) Unix
5 14 (3.72%) Windows
6 12 (3.19%) Ubuntu
7 11 (2.93%) CoreOS
8 10 (2.66%) Android
8 10 (2.66%) Red Hat Enterprise Linux
9 7 (1.86%) Data ONTAP
10 2 (0.53%) DC/OS
11 1 (0.27%) Amazon Linux
11 1 (0.27%) Mac OS
11 1 (0.27%) Mac OS X
11 1 (0.27%) Windows Server
11 1 (0.27%) Windows Server 2012
Processes & Methodologies
1 172 (45.74%) Agile Software Development
2 166 (44.15%) DevOps
3 91 (24.20%) Microservices
4 79 (21.01%) TDD
5 69 (18.35%) Continuous Integration
6 65 (17.29%) Configuration Management
6 65 (17.29%) Software Engineering
7 50 (13.30%) Continuous Delivery
8 47 (12.50%) Analytics
9 41 (10.90%) Test Automation
10 37 (9.84%) Auto-Scaling
11 36 (9.57%) Business Intelligence
12 33 (8.78%) Kanban
13 32 (8.51%) Continuous Deployment
13 32 (8.51%) Scrum
14 30 (7.98%) Data Science
14 30 (7.98%) Open Source
15 28 (7.45%) Machine Learning
16 25 (6.65%) BDD
17 24 (6.38%) Continuous Improvement
Programming Languages
1 126 (33.51%) Python
2 114 (30.32%) Java
3 95 (25.27%) JavaScript
4 78 (20.74%) SQL
5 44 (11.70%) PHP
6 41 (10.90%) C#
7 34 (9.04%) Ruby
8 33 (8.78%) Go
9 32 (8.51%) Scala
10 31 (8.24%) Bash Shell
11 18 (4.79%) TypeScript
12 15 (3.99%) ES6
12 15 (3.99%) U-SQL
13 14 (3.72%) Apple Swift
14 13 (3.46%) Perl
15 12 (3.19%) Clojure
15 12 (3.19%) PowerShell
16 11 (2.93%) PL/SQL
17 10 (2.66%) Shell Script
18 9 (2.39%) R
Qualifications
1 35 (9.31%) Degree
2 20 (5.32%) Computer Science Degree
3 19 (5.05%) AWS Certification
4 18 (4.79%) Security Cleared
5 17 (4.52%) SC Cleared
6 8 (2.13%) Master's Degree
7 4 (1.06%) CESG Certified Professional
8 2 (0.53%) AAT
9 1 (0.27%) MBA
9 1 (0.27%) PhD
Quality Assurance & Compliance
1 23 (6.12%) QA
2 20 (5.32%) WAI
3 1 (0.27%) ISO/IEC 27001
System Software
1 114 (30.32%) Docker
2 22 (5.85%) Virtual Machines
3 14 (3.72%) HDFS
4 10 (2.66%) Apache ZooKeeper
5 5 (1.33%) GlusterFS
6 4 (1.06%) VirtualBox
7 3 (0.80%) Active Directory
8 2 (0.53%) vCloud
8 2 (0.53%) vSphere
9 1 (0.27%) Apache Flume
9 1 (0.27%) Hyper-V
9 1 (0.27%) LXC
9 1 (0.27%) NFS
9 1 (0.27%) VMware Infrastructure
Systems Management
1 91 (24.20%) Terraform
2 90 (23.94%) Ansible
3 64 (17.02%) Puppet
4 48 (12.77%) Opscode Chef
5 41 (10.90%) Kubernetes
6 16 (4.26%) Nagios
7 13 (3.46%) Kibana
7 13 (3.46%) Packer
8 12 (3.19%) Single Sign-On
9 11 (2.93%) logstash
9 11 (2.93%) Prometheus
10 10 (2.66%) Mesos
11 8 (2.13%) Oozie
12 4 (1.06%) OSSEC
13 3 (0.80%) Capistrano
13 3 (0.80%) Graphite
13 3 (0.80%) Hadoop YARN
13 3 (0.80%) ZABBIX
14 2 (0.53%) Grafana
14 2 (0.53%) Rundeck
Vendors
1 44 (11.70%) Microsoft
2 41 (10.90%) Google
3 31 (8.24%) Red Hat
4 28 (7.45%) Tableau
5 23 (6.12%) New Relic
6 22 (5.85%) IBM
7 21 (5.59%) Oracle
8 17 (4.52%) VMware
9 15 (3.99%) Splunk
10 13 (3.46%) NetApp
11 11 (2.93%) Arqiva
11 11 (2.93%) BT
11 11 (2.93%) Salesforce.com
12 9 (2.39%) Cloudera
13 7 (1.86%) Talend
14 6 (1.60%) Databricks
14 6 (1.60%) LexisNexis
15 5 (1.33%) Cisco
15 5 (1.33%) Sitecore
16 4 (1.06%) Cognizant