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

Amazon AWS Lambda
UK > England
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 696 972 1153
Rank change year-on-year +276 +181 +128
Permanent jobs citing AWS Lambda 510 171 91
As % of all permanent IT jobs advertised in England 0.32% 0.11% 0.048%
As % of the Cloud Services category 1.41% 0.69% 0.42%
Number of salaries quoted 422 152 65
England median annual salary £60,000 £60,000 £65,000
Median salary % change year-on-year - -7.69% +44.44%
10th Percentile £41,250 £42,500 £38,750
90th Percentile £87,500 £86,000 £100,500
UK median annual salary £60,000 £60,000 £65,000
% change year-on-year - -7.69% +44.44%

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 36,281 24,866 21,745
As % of all permanent IT jobs advertised in England 22.57% 15.62% 11.51%
Number of salaries quoted 29,846 20,833 18,470
England median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +1.01%
10th Percentile £30,000 £28,500 £28,250
90th Percentile £85,000 £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 22 May 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 22 May 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 +189 349 £65,000 - 92
North of England +38 61 £45,000 -14.29% 9
North West +51 45 £45,000 -14.29% 7
South East +23 36 £45,500 -30.00% 15
South West -8 21 £55,000 -8.33% 1
Midlands +27 20 £60,000 +9.09% 8
East of England +2 18 £60,000 +33.33% 2
West Midlands - 14 £60,000 - 6
Yorkshire +35 13 £45,000 -25.00% 1
East Midlands +10 6 £47,500 -13.64% 2
North East -17 3 £65,000 +71.05% 1
AWS Lambda
UK

For the 6 months to 22 May 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.

1 507 (99.41%) Serverless
2 503 (98.63%) Amazon AWS
3 228 (44.71%) Python
4 221 (43.33%) Agile Software Development
5 200 (39.22%) DevOps
6 158 (30.98%) Linux
7 148 (29.02%) Amazon EC2
8 143 (28.04%) AWS CloudFormation
9 138 (27.06%) Amazon S3
10 135 (26.47%) Node.js
11 124 (24.31%) JavaScript
12 119 (23.33%) Docker
13 116 (22.75%) Java
14 111 (21.76%) Microservices
15 108 (21.18%) Jenkins
16 101 (19.80%) Ansible
17 100 (19.61%) Amazon DynamoDB
17 100 (19.61%) Git (software)
18 94 (18.43%) Configuration Management
19 91 (17.84%) SQL
19 91 (17.84%) Software Engineering
20 85 (16.67%) TDD
21 84 (16.47%) Big Data
22 82 (16.08%) Terraform
23 80 (15.69%) Continuous Integration
24 79 (15.49%) Amazon RDS
25 78 (15.29%) Test Automation
26 77 (15.10%) NoSQL
27 76 (14.90%) Web Services
28 72 (14.12%) REST

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 62 (12.16%) Apache Spark
2 57 (11.18%) Elasticsearch
3 38 (7.45%) Drupal
4 26 (5.10%) Apache
5 18 (3.53%) WordPress
6 16 (3.14%) CMS
7 14 (2.75%) Moodle
8 13 (2.55%) nginx
9 10 (1.96%) Apache Solr
10 7 (1.37%) Tomcat
11 5 (0.98%) Confluence
11 5 (0.98%) NServiceBus
12 3 (0.59%) Apache Pig
12 3 (0.59%) Smallworld
13 2 (0.39%) Apache Airflow
13 2 (0.39%) IIS
13 2 (0.39%) Luigi
13 2 (0.39%) OpenStack
13 2 (0.39%) SharePoint
14 1 (0.20%) Amazon Alexa
Applications
1 1 (0.20%) Photoshop
Business Applications
1 9 (1.76%) Salesforce.com CRM
2 3 (0.59%) Magento
Cloud Services
1 507 (99.41%) Serverless
2 503 (98.63%) Amazon AWS
3 148 (29.02%) Amazon EC2
4 143 (28.04%) AWS CloudFormation
5 138 (27.06%) Amazon S3
6 71 (13.92%) IaaS
7 66 (12.94%) Microsoft Azure
8 65 (12.75%) Virtual Private Cloud
9 63 (12.35%) Amazon Kinesis
10 60 (11.76%) CloudFront
10 60 (11.76%) SaaS
11 52 (10.20%) Amazon CloudWatch
12 47 (9.22%) Amazon EMR
13 46 (9.02%) AWS Elastic Beanstalk
14 45 (8.82%) Amazon SQS
15 44 (8.63%) Route 53
16 42 (8.24%) Amazon ElastiCache
16 42 (8.24%) Amazon ELB
17 29 (5.69%) Azure Data Factory
18 27 (5.29%) GitHub
Communications & Networking
1 29 (5.69%) DNS
2 23 (4.51%) HTTP
3 20 (3.92%) TCP/IP
4 18 (3.53%) VPN
4 18 (3.53%) Wireless
5 16 (3.14%) SSL
6 13 (2.55%) BGP
6 13 (2.55%) EIGRP
6 13 (2.55%) LAN
6 13 (2.55%) OSPF
6 13 (2.55%) WAN
7 12 (2.35%) DHCP
8 7 (1.37%) Firewall
8 7 (1.37%) Internet
8 7 (1.37%) VoIP
9 6 (1.18%) MQTT
10 5 (0.98%) SAN
11 3 (0.59%) OpenVPN
11 3 (0.59%) Software-Defined Networking
12 2 (0.39%) DAB
Database & Business Intelligence
1 100 (19.61%) Amazon DynamoDB
2 84 (16.47%) Big Data
3 79 (15.49%) Amazon RDS
4 77 (15.10%) NoSQL
5 63 (12.35%) MySQL
6 52 (10.20%) PostgreSQL
7 50 (9.80%) Redis
8 46 (9.02%) Hadoop
9 45 (8.82%) Data Lake
10 37 (7.25%) Amazon Redshift
11 35 (6.86%) Relational Database
12 30 (5.88%) Power BI
13 29 (5.69%) Azure SQL Database
13 29 (5.69%) MongoDB
14 28 (5.49%) SQL Server
15 25 (4.90%) Apache Hive
15 25 (4.90%) RDBMS
16 22 (4.31%) Apache Cassandra
17 16 (3.14%) Impala
18 15 (2.94%) Parquet
Development Applications
1 108 (21.18%) Jenkins
2 100 (19.61%) Git (software)
3 32 (6.27%) GitLab
4 29 (5.69%) Visual Studio
5 26 (5.10%) Maven
6 21 (4.12%) JIRA
7 16 (3.14%) Bitbucket
8 13 (2.55%) TeamCity
9 11 (2.16%) CircleCI
9 11 (2.16%) Selenium
10 10 (1.96%) GoCD
10 10 (1.96%) Jasmine
10 10 (1.96%) Karma Test Runner
10 10 (1.96%) PHPUnit
10 10 (1.96%) Protractor
11 9 (1.76%) webpack
12 8 (1.57%) git-flow
12 8 (1.57%) Visual Studio Team System
13 6 (1.18%) Atlassian Bamboo
13 6 (1.18%) Sonatype Nexus
General
1 60 (11.76%) Finance
2 25 (4.90%) Banking
2 25 (4.90%) Telecoms
3 19 (3.73%) Advertising
4 16 (3.14%) Retail
5 15 (2.94%) Marketing
6 13 (2.55%) Legal
7 6 (1.18%) Games
8 3 (0.59%) Pharmaceutical
9 2 (0.39%) Automotive
9 2 (0.39%) Financial Institution
10 1 (0.20%) Billing
10 1 (0.20%) Digital Economy
10 1 (0.20%) Hindi Language
10 1 (0.20%) Music Industry
10 1 (0.20%) Punjabi Language
10 1 (0.20%) Urdu Language
Job Titles
1 168 (32.94%) Developer
2 106 (20.78%) DevOps Engineer
3 103 (20.20%) AWS Engineer
4 45 (8.82%) Data Engineer
5 44 (8.63%) AWS Developer
6 42 (8.24%) Senior Developer
7 41 (8.04%) AWS DevOps
8 39 (7.65%) AWS DevOps Engineer
8 39 (7.65%) Cloud Engineer
9 35 (6.86%) Java Developer
10 31 (6.08%) Senior DevOps
11 30 (5.88%) JavaScript Developer
11 30 (5.88%) Senior DevOps Engineer
12 29 (5.69%) Python Engineer
13 27 (5.29%) Platform Engineer
14 25 (4.90%) Node.js Developer
15 24 (4.71%) Architect
15 24 (4.71%) Full Stack Developer
15 24 (4.71%) Lead Developer
16 22 (4.31%) Cloud Developer
Libraries, Frameworks & Software Standards
1 135 (26.47%) Node.js
2 76 (14.90%) Web Services
3 72 (14.12%) REST
4 61 (11.96%) HTML
5 60 (11.76%) CSS
6 58 (11.37%) AngularJS
7 44 (8.63%) .NET
7 44 (8.63%) React
8 42 (8.24%) Kafka
9 37 (7.25%) HTML5
10 31 (6.08%) JSON
11 28 (5.49%) LAMP
11 28 (5.49%) RabbitMQ
12 26 (5.10%) RESTful
13 23 (4.51%) Sass
14 18 (3.53%) Django
14 18 (3.53%) Spring
15 17 (3.33%) XML
16 16 (3.14%) Elastic Stack
17 13 (2.55%) CSS3
Miscellaneous
1 49 (9.61%) Fintech
2 38 (7.45%) Algorithms
3 33 (6.47%) Computer Science
4 32 (6.27%) User Experience
5 24 (4.71%) Public Cloud
6 19 (3.73%) Data Centre
7 17 (3.33%) Linux Command Line
8 16 (3.14%) Mobile App
9 11 (2.16%) Analytical Skills
10 10 (1.96%) Cloud Native
10 10 (1.96%) Enterprise Software
10 10 (1.96%) W3C
11 8 (1.57%) Clustering
11 8 (1.57%) Hedge funds
12 7 (1.37%) Derivative
12 7 (1.37%) Market Risk
12 7 (1.37%) Replication
13 5 (0.98%) Greenfield Project
14 4 (0.78%) Music Streaming
14 4 (0.78%) Virtual Team
Operating Systems
1 158 (30.98%) Linux
2 38 (7.45%) CentOS
3 37 (7.25%) Windows
4 27 (5.29%) Red Hat Enterprise Linux
5 15 (2.94%) Apple iOS
6 13 (2.55%) CoreOS
7 10 (1.96%) Ubuntu
8 9 (1.76%) Android
8 9 (1.76%) Unix
9 5 (0.98%) Amazon Linux
9 5 (0.98%) Data ONTAP
10 4 (0.78%) Oracle Linux
11 2 (0.39%) Windows Server
11 2 (0.39%) Windows Server 2012
12 1 (0.20%) FreeBSD
12 1 (0.20%) Mac OS
Processes & Methodologies
1 221 (43.33%) Agile Software Development
2 200 (39.22%) DevOps
3 111 (21.76%) Microservices
4 94 (18.43%) Configuration Management
5 91 (17.84%) Software Engineering
6 85 (16.67%) TDD
7 80 (15.69%) Continuous Integration
8 78 (15.29%) Test Automation
9 67 (13.14%) Continuous Delivery
10 66 (12.94%) Analytics
11 50 (9.80%) Machine Learning
12 42 (8.24%) Continuous Deployment
13 41 (8.04%) Business Intelligence
14 38 (7.45%) Data Engineering
14 38 (7.45%) Web Development
15 37 (7.25%) Data Science
16 36 (7.06%) Auto-Scaling
16 36 (7.06%) Scrum
17 33 (6.47%) ETL
17 33 (6.47%) Open Source
Programming Languages
1 228 (44.71%) Python
2 124 (24.31%) JavaScript
3 116 (22.75%) Java
4 91 (17.84%) SQL
5 59 (11.57%) C#
6 57 (11.18%) Scala
7 56 (10.98%) PHP
8 54 (10.59%) Ruby
9 52 (10.20%) Bash Shell
10 31 (6.08%) PowerShell
11 29 (5.69%) Go
12 26 (5.10%) TypeScript
13 21 (4.12%) Java 8
14 20 (3.92%) ES6
15 18 (3.53%) U-SQL
16 16 (3.14%) Kotlin
17 13 (2.55%) Perl
18 12 (2.35%) Shell Script
19 11 (2.16%) PL/SQL
20 8 (1.57%) XQuery
Qualifications
1 38 (7.45%) AWS Certification
2 37 (7.25%) Degree
3 20 (3.92%) Computer Science Degree
4 9 (1.76%) Security Cleared
5 8 (1.57%) Master's Degree
5 8 (1.57%) SC Cleared
6 2 (0.39%) CESG Certified Professional
6 2 (0.39%) MCSD
6 2 (0.39%) Microsoft Certification
6 2 (0.39%) PhD
Quality Assurance & Compliance
1 36 (7.06%) QA
2 10 (1.96%) WAI
3 3 (0.59%) ISO/IEC 27001
4 2 (0.39%) GDPR
5 1 (0.20%) GCP
5 1 (0.20%) PCI DSS
5 1 (0.20%) SLA
System Software
1 119 (23.33%) Docker
2 26 (5.10%) HDFS
3 21 (4.12%) Virtual Machines
4 15 (2.94%) Apache ZooKeeper
5 8 (1.57%) XenServer
6 5 (0.98%) Active Directory
7 3 (0.59%) GlusterFS
8 2 (0.39%) iptables
8 2 (0.39%) vCloud
8 2 (0.39%) VirtualBox
8 2 (0.39%) vSphere
9 1 (0.20%) Hyper-V
9 1 (0.20%) LXC
9 1 (0.20%) NFS
9 1 (0.20%) VMware Infrastructure
Systems Management
1 101 (19.80%) Ansible
2 82 (16.08%) Terraform
3 62 (12.16%) Puppet
4 45 (8.82%) Opscode Chef
5 40 (7.84%) Kubernetes
6 21 (4.12%) Nagios
7 16 (3.14%) Capistrano
8 15 (2.94%) Packer
8 15 (2.94%) Prometheus
8 15 (2.94%) Single Sign-On
9 14 (2.75%) Check_MK
9 14 (2.75%) Graphite
9 14 (2.75%) Oozie
10 12 (2.35%) Mesos
11 11 (2.16%) Kibana
12 10 (1.96%) logstash
13 9 (1.76%) Grafana
14 8 (1.57%) SELinux
15 5 (0.98%) Consul
15 5 (0.98%) ZABBIX
Vendors
1 53 (10.39%) Microsoft
2 51 (10.00%) Google
3 45 (8.82%) Splunk
4 36 (7.06%) Tableau
5 25 (4.90%) IBM
5 25 (4.90%) Oracle
5 25 (4.90%) Red Hat
6 23 (4.51%) New Relic
7 20 (3.92%) Salesforce.com
8 18 (3.53%) Cisco
9 17 (3.33%) Talend
10 16 (3.14%) CheckPoint
10 16 (3.14%) Cloudera
11 10 (1.96%) Cognizant
12 9 (1.76%) SaltStack
13 8 (1.57%) LexisNexis
14 7 (1.37%) VMware
14 7 (1.37%) Xamarin
15 6 (1.18%) NetApp
16 5 (0.98%) Sun