Period
to 15 August 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Amazon AWS Lambda
UK > England
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 610 916 1116
Rank change year-on-year +306 +200 +164
Permanent jobs citing AWS Lambda 649 260 120
As % of all permanent IT jobs advertised in England 0.41% 0.16% 0.064%
As % of the Cloud Services category 1.76% 0.90% 0.52%
Number of salaries quoted 553 229 98
England median annual salary £62,500 £60,000 £60,000
Median salary % change year-on-year +4.17% - +9.09%
10th Percentile £38,750 £37,500 £38,750
90th Percentile £87,500 £83,750 £97,500
UK median annual salary £61,400 £60,000 £60,000
% change year-on-year +2.33% - +9.09%

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 36,787 28,947 22,862
As % of all permanent IT jobs advertised in England 23.22% 17.40% 12.23%
Number of salaries quoted 30,053 23,972 19,393
England median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +5.26%
10th Percentile £30,000 £28,500 £28,500
90th Percentile £85,000 £80,000 £80,000
UK median annual salary £54,055 £50,000 £50,000
% change year-on-year +8.11% - +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 15 August 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 15 August 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 +241 448 £65,000 +8.33% 99
South East +92 89 £45,250 -4.74% 19
North of England +42 58 £45,000 - 21
North West +23 32 £40,000 -11.11% 5
Midlands - 25 £68,750 - 9
Yorkshire +42 23 £45,000 -25.00% 16
South West -7 20 £55,000 +4.76% 8
West Midlands - 20 £67,500 - 7
East of England +10 15 £63,750 +6.25% 8
East Midlands - 4 £55,000 - 2
North East -18 3 £65,000 +71.05%
AWS Lambda
UK

For the 6 months to 15 August 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.

1 645 (99.38%) Serverless
2 641 (98.77%) Amazon AWS
3 319 (49.15%) Python
4 267 (41.14%) Agile Software Development
5 253 (38.98%) DevOps
6 227 (34.98%) Linux
6 227 (34.98%) Amazon EC2
7 225 (34.67%) Amazon S3
8 215 (33.13%) Docker
9 180 (27.73%) Node.js
10 178 (27.43%) AWS CloudFormation
11 168 (25.89%) JavaScript
12 167 (25.73%) Java
13 157 (24.19%) Microservices
14 151 (23.27%) Amazon RDS
15 142 (21.88%) Jenkins
16 141 (21.73%) Terraform
17 140 (21.57%) Ansible
18 139 (21.42%) Amazon DynamoDB
19 133 (20.49%) Git (software)
20 128 (19.72%) TDD
21 126 (19.41%) Continuous Integration
22 119 (18.34%) Configuration Management
23 111 (17.10%) Web Services
24 110 (16.95%) Software Engineering
25 108 (16.64%) CSS
26 101 (15.56%) HTML
26 101 (15.56%) Kubernetes
27 100 (15.41%) Virtual Private Cloud
28 98 (15.10%) Test Automation

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 68 (10.48%) Apache Spark
2 47 (7.24%) Elasticsearch
3 35 (5.39%) Apache
4 33 (5.08%) Drupal
5 21 (3.24%) nginx
6 20 (3.08%) CMS
7 17 (2.62%) WordPress
8 16 (2.47%) Tomcat
9 13 (2.00%) Apache Pig
10 12 (1.85%) Moodle
11 9 (1.39%) NServiceBus
12 8 (1.23%) Apache Solr
13 7 (1.08%) IIS
13 7 (1.08%) WildFly
14 5 (0.77%) OpenStack
14 5 (0.77%) SAS
15 4 (0.62%) Cloud Foundry
16 3 (0.46%) Mattermost
16 3 (0.46%) Smallworld
16 3 (0.46%) XWiki
Applications
1 7 (1.08%) Microsoft Office
2 3 (0.46%) Microsoft Excel
2 3 (0.46%) Microsoft PowerPoint
3 1 (0.15%) HipChat
3 1 (0.15%) Photoshop
Business Applications
1 9 (1.39%) Salesforce.com CRM
2 3 (0.46%) Magento
3 1 (0.15%) Remedy ITSM
Cloud Services
1 645 (99.38%) Serverless
2 641 (98.77%) Amazon AWS
3 227 (34.98%) Amazon EC2
4 225 (34.67%) Amazon S3
5 178 (27.43%) AWS CloudFormation
6 100 (15.41%) Virtual Private Cloud
7 77 (11.86%) SaaS
8 76 (11.71%) CloudFront
9 71 (10.94%) Microsoft Azure
10 69 (10.63%) Amazon Kinesis
11 59 (9.09%) Amazon SQS
12 55 (8.47%) Route 53
13 54 (8.32%) Amazon EMR
14 51 (7.86%) Amazon ELB
15 50 (7.70%) Amazon CloudWatch
16 48 (7.40%) Amazon ElastiCache
17 46 (7.09%) IaaS
18 37 (5.70%) AWS Elastic Beanstalk
19 29 (4.47%) Cloud Computing
20 28 (4.31%) GitHub
Communications & Networking
1 36 (5.55%) DNS
2 30 (4.62%) HTTP
3 20 (3.08%) TCP/IP
4 15 (2.31%) Firewall
4 15 (2.31%) Wireless
5 14 (2.16%) Internet
6 13 (2.00%) BGP
6 13 (2.00%) EIGRP
6 13 (2.00%) LAN
6 13 (2.00%) Network Security
6 13 (2.00%) OSPF
7 12 (1.85%) DHCP
7 12 (1.85%) SSL
7 12 (1.85%) WAN
8 7 (1.08%) VPN
9 6 (0.92%) MQTT
10 4 (0.62%) Kerberos
11 3 (0.46%) SNMP
11 3 (0.46%) Software-Defined Networking
11 3 (0.46%) VoIP
Database & Business Intelligence
1 151 (23.27%) Amazon RDS
2 139 (21.42%) Amazon DynamoDB
3 89 (13.71%) MySQL
4 85 (13.10%) Big Data
5 78 (12.02%) NoSQL
6 67 (10.32%) Redis
7 66 (10.17%) Amazon Redshift
8 50 (7.70%) PostgreSQL
8 50 (7.70%) Relational Database
9 41 (6.32%) Hadoop
10 36 (5.55%) RDBMS
11 34 (5.24%) Apache Hive
12 33 (5.08%) SQL Server
13 28 (4.31%) MongoDB
14 23 (3.54%) Apache Cassandra
15 20 (3.08%) Data Warehouse
16 18 (2.77%) Amazon Aurora
17 16 (2.47%) Impala
18 15 (2.31%) Data Lake
19 12 (1.85%) Cosmos DB
Development Applications
1 142 (21.88%) Jenkins
2 133 (20.49%) Git (software)
3 46 (7.09%) GitLab
4 29 (4.47%) Maven
5 28 (4.31%) Selenium
6 23 (3.54%) Bitbucket
7 18 (2.77%) JIRA
7 18 (2.77%) Subversion
8 15 (2.31%) Atlassian Bamboo
8 15 (2.31%) TeamCity
9 13 (2.00%) Jasmine
9 13 (2.00%) Karma Test Runner
10 10 (1.54%) CircleCI
10 10 (1.54%) PHPUnit
10 10 (1.54%) Protractor
11 8 (1.23%) Visual Studio
12 7 (1.08%) Mocha
13 6 (0.92%) ERwin
13 6 (0.92%) GoCD
14 5 (0.77%) SonarQube
General
1 80 (12.33%) Finance
2 40 (6.16%) Retail
3 26 (4.01%) Advertising
4 23 (3.54%) Telecoms
5 19 (2.93%) Hindi Language
5 19 (2.93%) Punjabi Language
5 19 (2.93%) Urdu Language
6 18 (2.77%) Games
7 16 (2.47%) Banking
8 14 (2.16%) Marketing
9 9 (1.39%) Legal
10 6 (0.92%) Automotive
10 6 (0.92%) Music Industry
11 3 (0.46%) Pharmaceutical
12 2 (0.31%) Billing
12 2 (0.31%) Publishing
13 1 (0.15%) Electronics
13 1 (0.15%) Financial Institution
13 1 (0.15%) Law
13 1 (0.15%) Manufacturing
Job Titles
1 240 (36.98%) Developer
2 123 (18.95%) DevOps Engineer
3 111 (17.10%) AWS Engineer
4 60 (9.24%) Architect
5 57 (8.78%) AWS DevOps
6 55 (8.47%) Senior Developer
7 53 (8.17%) AWS Developer
8 52 (8.01%) Cloud Engineer
9 51 (7.86%) AWS DevOps Engineer
10 43 (6.63%) Data Engineer
11 39 (6.01%) JavaScript Developer
11 39 (6.01%) Senior DevOps
12 36 (5.55%) Full Stack Developer
13 35 (5.39%) Cloud Architect
14 34 (5.24%) Java Developer
14 34 (5.24%) Senior DevOps Engineer
15 33 (5.08%) Platform Engineer
16 31 (4.78%) Software Engineer
16 31 (4.78%) Web Developer
17 27 (4.16%) Cloud Developer
Libraries, Frameworks & Software Standards
1 180 (27.73%) Node.js
2 111 (17.10%) Web Services
3 108 (16.64%) CSS
4 101 (15.56%) HTML
5 88 (13.56%) AngularJS
6 81 (12.48%) REST
7 71 (10.94%) React
8 59 (9.09%) .NET
9 52 (8.01%) RESTful
10 48 (7.40%) Kafka
11 37 (5.70%) JSON
12 34 (5.24%) Express
12 34 (5.24%) Sass
13 33 (5.08%) HTML5
13 33 (5.08%) LAMP
14 29 (4.47%) Spring
15 28 (4.31%) ASP.NET Web API
16 23 (3.54%) ASP.NET
17 22 (3.39%) Redux
18 21 (3.24%) RabbitMQ
Miscellaneous
1 43 (6.63%) Fintech
2 42 (6.47%) Computer Science
2 42 (6.47%) User Experience
3 29 (4.47%) Public Cloud
4 28 (4.31%) Algorithms
5 27 (4.16%) Greenfield Project
6 22 (3.39%) Analytical Skills
6 22 (3.39%) Cloud Native
7 19 (2.93%) Linux Command Line
8 17 (2.62%) Data Centre
9 14 (2.16%) Mobile App
10 10 (1.54%) Enterprise Software
11 8 (1.23%) Blog
11 8 (1.23%) Hedge funds
12 7 (1.08%) Derivative
12 7 (1.08%) Market Risk
13 6 (0.92%) Enterprise Cloud
13 6 (0.92%) Smart Meter
14 5 (0.77%) Music Streaming
14 5 (0.77%) Replication
Operating Systems
1 227 (34.98%) Linux
2 65 (10.02%) Windows
3 35 (5.39%) CentOS
4 23 (3.54%) Red Hat Enterprise Linux
5 14 (2.16%) Ubuntu
6 11 (1.69%) Apple iOS
6 11 (1.69%) Unix
7 10 (1.54%) Android
8 9 (1.39%) Windows Server
9 8 (1.23%) Amazon Linux
9 8 (1.23%) CoreOS
10 4 (0.62%) Oracle Linux
11 2 (0.31%) FreeBSD
11 2 (0.31%) Mac OS X
11 2 (0.31%) Solaris
11 2 (0.31%) Windows 10
12 1 (0.15%) DC/OS
12 1 (0.15%) Mac OS
12 1 (0.15%) Windows Server 2012
Processes & Methodologies
1 267 (41.14%) Agile Software Development
2 253 (38.98%) DevOps
3 157 (24.19%) Microservices
4 128 (19.72%) TDD
5 126 (19.41%) Continuous Integration
6 119 (18.34%) Configuration Management
7 110 (16.95%) Software Engineering
8 98 (15.10%) Test Automation
9 72 (11.09%) Scrum
10 69 (10.63%) Web Development
11 67 (10.32%) Continuous Delivery
12 58 (8.94%) Continuous Deployment
13 54 (8.32%) Analytics
14 50 (7.70%) Open Source
15 47 (7.24%) Unit Testing
16 45 (6.93%) Problem-Solving
17 41 (6.32%) ETL
17 41 (6.32%) Machine Learning
18 39 (6.01%) Front End Development
19 38 (5.86%) Data Engineering
Programming Languages
1 319 (49.15%) Python
2 168 (25.89%) JavaScript
3 167 (25.73%) Java
4 93 (14.33%) SQL
5 76 (11.71%) Bash Shell
6 74 (11.40%) PHP
7 69 (10.63%) Ruby
8 63 (9.71%) C#
9 62 (9.55%) Go
10 60 (9.24%) Scala
11 51 (7.86%) PowerShell
12 38 (5.86%) ES6
13 32 (4.93%) TypeScript
14 24 (3.70%) Java 8
14 24 (3.70%) Shell Script
15 22 (3.39%) Kotlin
16 15 (2.31%) ES8
17 12 (1.85%) R
18 10 (1.54%) PL/SQL
19 9 (1.39%) Perl
Qualifications
1 56 (8.63%) AWS Certification
2 42 (6.47%) Degree
3 16 (2.47%) Computer Science Degree
3 16 (2.47%) Security Cleared
4 14 (2.16%) Microsoft Certification
5 12 (1.85%) MCSA
5 12 (1.85%) MCSE
6 7 (1.08%) SC Cleared
7 4 (0.62%) Master's Degree
8 3 (0.46%) DV Cleared
9 2 (0.31%) DBS Check
9 2 (0.31%) MBA
9 2 (0.31%) MCSD
9 2 (0.31%) Numerate Degree
9 2 (0.31%) PhD
10 1 (0.15%) CCNP
10 1 (0.15%) Cisco Certification
10 1 (0.15%) CISSP
10 1 (0.15%) ISEB
10 1 (0.15%) Sun Certification
Quality Assurance & Compliance
1 39 (6.01%) QA
2 20 (3.08%) GDPR
3 19 (2.93%) SLA
4 15 (2.31%) GCP
5 3 (0.46%) Data Quality
5 3 (0.46%) ISO/IEC 27001
6 2 (0.31%) WAI
7 1 (0.15%) PCI DSS
System Software
1 215 (33.13%) Docker
2 25 (3.85%) HDFS
3 18 (2.77%) Active Directory
4 10 (1.54%) Apache ZooKeeper
5 8 (1.23%) VMware ESXi
5 8 (1.23%) XenServer
6 4 (0.62%) Virtual Machines
7 2 (0.31%) iptables
8 1 (0.15%) Apache Flume
8 1 (0.15%) LXC
8 1 (0.15%) Varnish
Systems Management
1 141 (21.73%) Terraform
2 140 (21.57%) Ansible
3 101 (15.56%) Kubernetes
4 89 (13.71%) Puppet
5 66 (10.17%) Opscode Chef
6 21 (3.24%) Oozie
7 17 (2.62%) Capistrano
8 16 (2.47%) Nagios
9 14 (2.16%) Grafana
10 13 (2.00%) Packer
11 12 (1.85%) Check_MK
11 12 (1.85%) Graphite
11 12 (1.85%) Single Sign-On
12 11 (1.69%) Mesos
12 11 (1.69%) Prometheus
13 8 (1.23%) Consul
13 8 (1.23%) SELinux
14 7 (1.08%) ZABBIX
15 5 (0.77%) Cacti
15 5 (0.77%) HAProxy
Vendors
1 40 (6.16%) Splunk
2 36 (5.55%) Google
3 35 (5.39%) Microsoft
4 23 (3.54%) Red Hat
5 22 (3.39%) Salesforce.com
6 19 (2.93%) Tableau
7 18 (2.77%) Oracle
8 17 (2.62%) Cisco
9 15 (2.31%) CheckPoint
9 15 (2.31%) Talend
10 14 (2.16%) Cloudera
11 12 (1.85%) New Relic
12 11 (1.69%) SaltStack
13 10 (1.54%) Cognizant
14 9 (1.39%) Xamarin
15 8 (1.23%) VMware
16 7 (1.08%) IBM
17 6 (0.92%) Sun
18 5 (0.77%) Atlassian
18 5 (0.77%) SAP