Period
to 21 April 2019

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 21 April 2019 with a comparison to the same period in the previous 2 years.

Amazon AWS Lambda
UK > England
6 months to
21 Apr 2019
Same period 2018 Same period 2017
Rank 449 686 1014
Rank change year-on-year +237 +328 +182
Permanent jobs citing AWS Lambda 888 515 150
As % of all permanent IT jobs advertised in England 0.65% 0.31% 0.093%
As % of the Cloud Services category 2.41% 1.40% 0.62%
Number of salaries quoted 672 418 132
England median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - -18.64%
10th Percentile £42,050 £42,500 £40,000
90th Percentile £105,000 £87,500 £86,250
UK median annual salary £65,000 £60,000 £60,000
% change year-on-year +8.33% - -18.64%

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 36,803 36,900 24,347
As % of all permanent IT jobs advertised in England 26.74% 22.20% 15.09%
Number of salaries quoted 29,593 30,536 20,480
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £30,750 £29,750 £28,500
90th Percentile £87,500 £83,750 £80,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 21 April 2019.

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 21 April 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
London +183 536 £75,000 +15.38% 43
North of England +104 134 £60,000 +29.73% 10
North West +100 109 £59,500 +25.26% 6
South East +105 102 £60,000 +29.03% 5
South West +39 52 £50,000 -13.04% 2
Midlands +62 50 £54,500 -16.15% 6
West Midlands +50 37 £54,500 -9.17% 4
East of England +80 23 £57,500 -4.17% 8
Yorkshire +21 21 £65,000 +44.44% 2
East Midlands +31 12 £46,250 -28.85% 2
North East +30 5 £70,000 +7.69% 2
AWS Lambda
UK

For the 6 months to 21 April 2019, 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.

1 881 (99.21%) Amazon AWS
2 864 (97.30%) Serverless
3 474 (53.38%) Python
4 418 (47.07%) DevOps
5 414 (46.62%) Agile Software Development
5 414 (46.62%) Amazon S3
6 332 (37.39%) Node.js
7 330 (37.16%) Java
8 322 (36.26%) Amazon EC2
9 290 (32.66%) Amazon DynamoDB
10 280 (31.53%) JavaScript
11 279 (31.42%) Docker
12 270 (30.41%) Linux
13 249 (28.04%) Web Services
13 249 (28.04%) Amazon RDS
14 245 (27.59%) Terraform
15 236 (26.58%) Amazon SQS
16 234 (26.35%) Microservices
17 220 (24.77%) Jenkins
18 211 (23.76%) AWS CloudFormation
19 203 (22.86%) Software Engineering
20 199 (22.41%) Ansible
21 179 (20.16%) Continuous Integration
22 175 (19.71%) Finance
23 174 (19.59%) Kubernetes
24 153 (17.23%) Git (software)
25 149 (16.78%) Amazon CloudWatch
26 148 (16.67%) Elasticsearch
26 148 (16.67%) HTML
27 147 (16.55%) Amazon Redshift

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
1 148 (16.67%) Elasticsearch
2 69 (7.77%) Apache Spark
3 41 (4.62%) Apache
4 39 (4.39%) Confluence
5 26 (2.93%) IIS
6 22 (2.48%) nginx
7 16 (1.80%) CMS
8 13 (1.46%) Apache Solr
8 13 (1.46%) WordPress
9 11 (1.24%) eZ Publish
10 9 (1.01%) Adobe Experience Manager
10 9 (1.01%) SAS
10 9 (1.01%) Tornado
11 6 (0.68%) Tomcat
12 5 (0.56%) Drupal
13 4 (0.45%) Apache Pig
14 3 (0.34%) Anypoint
14 3 (0.34%) WebLogic
15 1 (0.11%) JBoss
15 1 (0.11%) SharePoint
Applications
1 12 (1.35%) Microsoft Office
2 5 (0.56%) HipChat
3 4 (0.45%) Microsoft Excel
3 4 (0.45%) Microsoft PowerPoint
4 1 (0.11%) Chatbot
4 1 (0.11%) MS Visio
Business Applications
1 5 (0.56%) Payment Gateway
2 4 (0.45%) Remedy ITSM
3 2 (0.23%) PolarLake
4 1 (0.11%) Bankmaster
4 1 (0.11%) Salesforce.com CRM
4 1 (0.11%) thinkFolio
Cloud Services
1 881 (99.21%) Amazon AWS
2 864 (97.30%) Serverless
3 414 (46.62%) Amazon S3
4 322 (36.26%) Amazon EC2
5 236 (26.58%) Amazon SQS
6 211 (23.76%) AWS CloudFormation
7 149 (16.78%) Amazon CloudWatch
8 141 (15.88%) AWS Elastic Beanstalk
9 137 (15.43%) Amazon Kinesis
10 130 (14.64%) Virtual Private Cloud
11 113 (12.73%) Microsoft Azure
12 100 (11.26%) Google Cloud Platform
13 87 (9.80%) Route 53
14 75 (8.45%) CloudFront
15 62 (6.98%) Amazon ElastiCache
16 56 (6.31%) GitHub
17 55 (6.19%) PaaS
18 50 (5.63%) AWS Fargate
19 46 (5.18%) Amazon EMR
20 40 (4.50%) Datadog
Communications & Networking
1 41 (4.62%) DNS
2 28 (3.15%) TCP/IP
3 26 (2.93%) HTTP
4 16 (1.80%) Network Security
5 15 (1.69%) Internet
6 13 (1.46%) Firewall
7 11 (1.24%) VPN
8 9 (1.01%) FTP
8 9 (1.01%) SMTP
9 8 (0.90%) MQTT
10 6 (0.68%) SSL
11 5 (0.56%) DHCP
12 4 (0.45%) SSH
13 3 (0.34%) AMQP
13 3 (0.34%) Bluetooth
13 3 (0.34%) NFC
13 3 (0.34%) RFID
13 3 (0.34%) VLAN
14 2 (0.23%) LAN
15 1 (0.11%) Ethernet
Database & Business Intelligence
1 290 (32.66%) Amazon DynamoDB
2 249 (28.04%) Amazon RDS
3 147 (16.55%) Amazon Redshift
4 127 (14.30%) NoSQL
5 116 (13.06%) Big Data
6 115 (12.95%) MySQL
7 90 (10.14%) MongoDB
8 85 (9.57%) Amazon Athena
9 68 (7.66%) PostgreSQL
10 66 (7.43%) Hadoop
11 64 (7.21%) Relational Database
12 61 (6.87%) SQL Server
13 53 (5.97%) Redis
14 52 (5.86%) Apache Cassandra
15 39 (4.39%) Amazon Aurora
16 31 (3.49%) BigQuery
16 31 (3.49%) HBase
17 30 (3.38%) Apache Hive
18 28 (3.15%) RDBMS
19 26 (2.93%) Spotfire
Development Applications
1 220 (24.77%) Jenkins
2 153 (17.23%) Git (software)
3 76 (8.56%) GitLab
4 60 (6.76%) JIRA
5 46 (5.18%) Artifactory
6 37 (4.17%) Selenium
7 36 (4.05%) Bitbucket
8 26 (2.93%) TeamCity
9 22 (2.48%) Maven
9 22 (2.48%) Vagrant
10 17 (1.91%) Octopus Deploy
11 13 (1.46%) webpack
12 10 (1.13%) Gradle
13 9 (1.01%) Atlassian Bamboo
14 8 (0.90%) Subversion
15 7 (0.79%) Cucumber
15 7 (0.79%) Hudson
15 7 (0.79%) Mocha
15 7 (0.79%) Sinon.JS
16 6 (0.68%) Travis CI
General
1 175 (19.71%) Finance
2 41 (4.62%) Law
3 29 (3.27%) Marketing
4 25 (2.82%) Military
5 22 (2.48%) Publishing
6 21 (2.36%) Telecoms
7 19 (2.14%) Retail
8 13 (1.46%) Banking
9 10 (1.13%) Front Office
9 10 (1.13%) Games
10 9 (1.01%) Manufacturing
11 8 (0.90%) Automotive
11 8 (0.90%) Electronics
12 7 (0.79%) Billing
13 6 (0.68%) Pharmaceutical
14 3 (0.34%) Advertising
14 3 (0.34%) Legal
15 2 (0.23%) Retail Banking
16 1 (0.11%) Financial Institution
16 1 (0.11%) Music Industry
Job Titles
1 390 (43.92%) Developer
2 144 (16.22%) AWS Engineer
3 131 (14.75%) DevOps Engineer
4 103 (11.60%) Architect
5 86 (9.68%) AWS Developer
6 77 (8.67%) Python Developer
7 74 (8.33%) Senior Developer
8 72 (8.11%) Software Engineer
9 71 (8.00%) JavaScript Developer
10 57 (6.42%) AWS DevOps
11 56 (6.31%) Cloud Developer
12 54 (6.08%) Cloud Engineer
13 52 (5.86%) Java Developer
14 43 (4.84%) PHP Developer
15 42 (4.73%) Lead DevOps
16 41 (4.62%) Java Engineer
17 40 (4.50%) Data Engineer
17 40 (4.50%) Full Stack Developer
18 38 (4.28%) Lead DevOps Engineer
19 36 (4.05%) Python Engineer
Libraries, Frameworks & Software Standards
1 332 (37.39%) Node.js
2 249 (28.04%) Web Services
3 148 (16.67%) HTML
4 145 (16.33%) React
5 122 (13.74%) CSS
6 105 (11.82%) .NET
7 94 (10.59%) AngularJS
8 82 (9.23%) RESTful
9 74 (8.33%) Kafka
10 72 (8.11%) Elastic Stack
11 65 (7.32%) J2EE
12 62 (6.98%) REST
13 61 (6.87%) Spring
14 55 (6.19%) JSON
15 48 (5.41%) Vue.js
16 47 (5.29%) J2SE
16 47 (5.29%) Redux
17 42 (4.73%) HTML5
18 39 (4.39%) LAMP
19 35 (3.94%) .NET Core
Miscellaneous
1 50 (5.63%) Greenfield Project
2 48 (5.41%) Fintech
3 31 (3.49%) Analytical Skills
4 29 (3.27%) Linux Command Line
5 27 (3.04%) Cloud Native
5 27 (3.04%) Mobile App
6 26 (2.93%) Self-Motivation
7 21 (2.36%) Public Cloud
8 20 (2.25%) Enterprise Software
9 14 (1.58%) Algorithms
10 12 (1.35%) User Experience
11 8 (0.90%) Data Centre
11 8 (0.90%) Hedge funds
11 8 (0.90%) Video\Live Streaming
12 6 (0.68%) Hybrid Cloud
12 6 (0.68%) Internet of Things
12 6 (0.68%) Life Science
13 5 (0.56%) Data Structures
13 5 (0.56%) Distributed Denial-of-Service
13 5 (0.56%) Virtual Team
Operating Systems
1 270 (30.41%) Linux
2 70 (7.88%) Windows
3 26 (2.93%) Ubuntu
4 24 (2.70%) Unix
5 21 (2.36%) Android
5 21 (2.36%) Apple iOS
6 19 (2.14%) CentOS
7 13 (1.46%) Red Hat Enterprise Linux
8 11 (1.24%) Amazon Linux
9 10 (1.13%) Windows Server
10 9 (1.01%) Fedora
11 4 (0.45%) Mac OS X
11 4 (0.45%) VMS
12 3 (0.34%) FreeBSD
13 1 (0.11%) Debian
Processes & Methodologies
1 418 (47.07%) DevOps
2 414 (46.62%) Agile Software Development
3 234 (26.35%) Microservices
4 203 (22.86%) Software Engineering
5 179 (20.16%) Continuous Integration
6 116 (13.06%) Scrum
7 114 (12.84%) Analytics
8 113 (12.73%) Machine Learning
9 106 (11.94%) Artificial Intelligence
9 106 (11.94%) Test Automation
10 94 (10.59%) TDD
11 89 (10.02%) Mentoring
12 85 (9.57%) Open Source
13 75 (8.45%) Continuous Delivery
14 73 (8.22%) Continuous Improvement
15 71 (8.00%) OO
16 67 (7.55%) Configuration Management
17 66 (7.43%) Problem-Solving
18 64 (7.21%) Asset Management
19 59 (6.64%) Data Science
Programming Languages
1 474 (53.38%) Python
2 330 (37.16%) Java
3 280 (31.53%) JavaScript
4 130 (14.64%) SQL
5 128 (14.41%) PHP
6 97 (10.92%) Bash Shell
7 93 (10.47%) C#
8 81 (9.12%) Scala
9 71 (8.00%) TypeScript
10 62 (6.98%) Ruby
11 51 (5.74%) PowerShell
12 50 (5.63%) Shell Script
13 45 (5.07%) ES6
14 43 (4.84%) C++
15 41 (4.62%) Go
16 27 (3.04%) Perl
17 26 (2.93%) C
18 22 (2.48%) Java 8
19 17 (1.91%) R
20 14 (1.58%) Kotlin
Qualifications
1 65 (7.32%) AWS Certification
2 44 (4.95%) Degree
3 36 (4.05%) Security Cleared
4 21 (2.36%) SC Cleared
5 19 (2.14%) Computer Science Degree
6 12 (1.35%) MCSA
6 12 (1.35%) MCSE
6 12 (1.35%) Microsoft Certification
7 7 (0.79%) Master's Degree
8 4 (0.45%) ISEB
9 3 (0.34%) HND
10 2 (0.23%) Network+ Certification
10 2 (0.23%) Numerate Degree
Quality Assurance & Compliance
1 44 (4.95%) QA
2 22 (2.48%) GDPR
3 7 (0.79%) MiFID
4 6 (0.68%) ISO 9001
4 6 (0.68%) PCI DSS
5 1 (0.11%) COBIT
5 1 (0.11%) SLA
System Software
1 279 (31.42%) Docker
2 37 (4.17%) Active Directory
3 12 (1.35%) Varnish
4 9 (1.01%) Squid
5 8 (0.90%) Apache ZooKeeper
5 8 (0.90%) HDFS
6 5 (0.56%) Virtual Servers
7 4 (0.45%) LXC
8 3 (0.34%) Firmware
9 2 (0.23%) VMware Infrastructure
Systems Management
1 245 (27.59%) Terraform
2 199 (22.41%) Ansible
3 174 (19.59%) Kubernetes
4 85 (9.57%) Puppet
5 74 (8.33%) Opscode Chef
6 69 (7.77%) Kibana
7 43 (4.84%) logstash
8 36 (4.05%) Packer
9 18 (2.03%) Grafana
10 14 (1.58%) Prometheus
11 12 (1.35%) Graphite
12 10 (1.13%) Nagios
13 8 (0.90%) Hadoop YARN
13 8 (0.90%) Mesos
14 7 (0.79%) Ambari
15 6 (0.68%) Docker Swarm
16 5 (0.56%) Single Sign-On
17 4 (0.45%) rkt
17 4 (0.45%) Salt
18 2 (0.23%) HAProxy
Vendors
1 76 (8.56%) Google
2 74 (8.33%) Microsoft
3 60 (6.76%) Splunk
4 31 (3.49%) New Relic
5 29 (3.27%) IBM
6 23 (2.59%) Oracle
7 19 (2.14%) SaltStack
8 17 (1.91%) Red Hat
9 12 (1.35%) Atlassian
10 11 (1.24%) AppDynamics
10 11 (1.24%) SAP
11 10 (1.13%) Adobe
12 8 (0.90%) Alteryx
12 8 (0.90%) Cypress Semiconductor
12 8 (0.90%) Salesforce.com
13 7 (0.79%) Birst
13 7 (0.79%) Dynatrace
13 7 (0.79%) Solace
14 6 (0.68%) Hortonworks
14 6 (0.68%) TIBCO