Period
to 15 January 2021

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 January 2021 with a comparison to the same period in the previous 2 years.

AWS Lambda
UK > England
6 months to
15 Jan 2021
Same period 2020 Same period 2019
Rank 205 336 568
Rank change year-on-year +131 +232 +263
Permanent jobs citing AWS Lambda 927 1,095 645
As % of all permanent jobs advertised in England 1.64% 0.94% 0.46%
As % of the Cloud Services category 4.01% 2.78% 1.75%
Number of salaries quoted 954 904 570
Median annual salary £72,500 £75,000 £65,000
Median salary % change year-on-year -3.33% +15.38% +8.33%
10th Percentile £45,375 £45,000 £38,750
90th Percentile £128,750 £119,625 £96,375
UK median annual salary £70,000 £72,500 £62,500
% change year-on-year -3.45% +16.00% +4.17%

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 23,122 39,328 36,764
As % of all permanent IT jobs advertised in England 41.03% 33.65% 26.16%
Number of salaries quoted 19,718 32,572 29,955
Median annual salary £57,500 £55,000 £55,000
Median salary % change year-on-year +4.55% - +4.76%
10th Percentile £32,500 £30,000 £30,300
90th Percentile £90,000 £92,500 £87,500
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +6.80%

AWS Lambda
Job Vacancy Trend in England

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

Job vacancy trend for AWS Lambda in England

AWS Lambda
Salary Trend in England

3-month moving average salary quoted in jobs citing AWS Lambda in England.

Salary trend for AWS Lambda in England

AWS Lambda
Salary Histogram in England

Salary distribution for jobs citing AWS Lambda in England over the 6 months to 15 January 2021.

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 January 2021. 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 +102 554 £80,000 - 114
South East +170 101 £70,000 - 12
North of England +18 94 £57,500 -8.00% 32
South West +125 71 £55,000 +15.79% 11
Midlands +106 61 £61,250 +22.50% 13
North West -1 59 £57,500 -4.17% 19
West Midlands +101 48 £65,000 +25.00% 7
Yorkshire +64 29 £60,000 -6.25% 9
East of England +121 28 £52,500 +23.53% 10
East Midlands +55 13 £50,000 - 6
North East +17 6 £52,500 -21.31% 4
AWS Lambda
UK

For the 6 months to 15 January 2021, 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.

1 916 (98.81%) Serverless
2 912 (98.38%) AWS
3 607 (65.48%) Python
4 480 (51.78%) DevOps
5 455 (49.08%) Agile Software Development
6 382 (41.21%) JavaScript
7 337 (36.35%) Microservices
8 297 (32.04%) Amazon S3
9 279 (30.10%) Docker
10 278 (29.99%) SQL
11 268 (28.91%) Amazon EC2
12 267 (28.80%) Software Engineering
13 265 (28.59%) Java
14 253 (27.29%) React
15 239 (25.78%) Amazon DynamoDB
16 231 (24.92%) Finance
17 230 (24.81%) Node.js
18 229 (24.70%) Web Services
19 216 (23.30%) Terraform
20 209 (22.55%) GCP
21 204 (22.01%) Kubernetes
22 184 (19.85%) SaaS
23 181 (19.53%) Azure
24 175 (18.88%) Jenkins
25 167 (18.02%) AngularJS
26 160 (17.26%) TypeScript
27 159 (17.15%) Asset Management
28 151 (16.29%) Hedge funds
29 150 (16.18%) Google
30 148 (15.97%) Linux

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
1 115 (12.41%) Apache
2 33 (3.56%) Apache Spark
3 30 (3.24%) Elasticsearch
4 22 (2.37%) Tomcat
5 14 (1.51%) Confluence
6 13 (1.40%) Apache Airflow
7 9 (0.97%) CMS
8 8 (0.86%) nginx
9 7 (0.76%) Luigi
10 6 (0.65%) Headless CMS
11 3 (0.32%) IIS
12 2 (0.22%) Adobe Experience Manager
12 2 (0.22%) Oracle SOA Suite
13 1 (0.11%) Apache Pig
13 1 (0.11%) BizTalk Server
13 1 (0.11%) Jupyter
13 1 (0.11%) Moodle
13 1 (0.11%) OpenStack
13 1 (0.11%) SharePoint
13 1 (0.11%) WordPress
Applications
1 7 (0.76%) Chatbot
2 5 (0.54%) Microsoft Excel
2 5 (0.54%) Microsoft Office
Business Applications
1 2 (0.22%) Magento
2 1 (0.11%) Dynamics CRM
2 1 (0.11%) Salesforce.com CRM
Cloud Services
1 916 (98.81%) Serverless
2 912 (98.38%) AWS
3 297 (32.04%) Amazon S3
4 268 (28.91%) Amazon EC2
5 209 (22.55%) GCP
6 184 (19.85%) SaaS
7 181 (19.53%) Azure
8 148 (15.97%) Amazon ECS
9 133 (14.35%) AWS CloudFormation
10 88 (9.49%) Amazon Kinesis
11 77 (8.31%) Amazon CloudWatch
12 76 (8.20%) Amazon EKS
12 76 (8.20%) Azure Functions
13 73 (7.87%) Amazon SQS
14 63 (6.80%) Apigee
15 59 (6.36%) Virtual Private Cloud
16 58 (6.26%) PaaS
17 44 (4.75%) Amazon ELB
17 44 (4.75%) GitHub
18 40 (4.31%) IaaS
Communications & Networking
1 45 (4.85%) DNS
2 30 (3.24%) Internet
3 16 (1.73%) Firewall
3 16 (1.73%) HTTP
4 15 (1.62%) VPN
5 9 (0.97%) SSH
6 8 (0.86%) AMQP
6 8 (0.86%) FTP
6 8 (0.86%) SMTP
7 4 (0.43%) Network Security
8 2 (0.22%) CTI
8 2 (0.22%) Softphone
8 2 (0.22%) SSL
8 2 (0.22%) VLAN
9 1 (0.11%) DSL
9 1 (0.11%) Intranet
9 1 (0.11%) MQTT
9 1 (0.11%) OpenVPN
Database & Business Intelligence
1 239 (25.78%) Amazon DynamoDB
2 129 (13.92%) PostgreSQL
3 127 (13.70%) Amazon RDS
4 121 (13.05%) Amazon Redshift
5 117 (12.62%) MongoDB
6 110 (11.87%) SQL Server
7 107 (11.54%) MySQL
8 71 (7.66%) NoSQL
9 67 (7.23%) Data Warehouse
10 48 (5.18%) Big Data
11 35 (3.78%) Redis
12 32 (3.45%) Apache Ignite
13 29 (3.13%) Amazon Athena
14 28 (3.02%) Relational Database
15 24 (2.59%) Data Lake
16 22 (2.37%) Snowflake Schema
17 21 (2.27%) Amazon Aurora
18 19 (2.05%) BigQuery
19 14 (1.51%) Azure SQL Database
19 14 (1.51%) Cosmos DB
Development Applications
1 175 (18.88%) Jenkins
2 102 (11.00%) Git (software)
3 97 (10.46%) GitLab
4 58 (6.26%) Artifactory
5 47 (5.07%) TeamCity
6 26 (2.80%) JIRA
7 25 (2.70%) Selenium
8 21 (2.27%) CircleCI
9 19 (2.05%) Cucumber
10 18 (1.94%) Maven
11 13 (1.40%) GoCD
12 12 (1.29%) Bitbucket
12 12 (1.29%) Jasmine
13 11 (1.19%) webpack
14 10 (1.08%) Subversion
14 10 (1.08%) WebDriver
15 9 (0.97%) Appium
16 8 (0.86%) Mocha
16 8 (0.86%) Storybook
17 7 (0.76%) Postman
General
1 231 (24.92%) Finance
2 106 (11.43%) Front Office
3 105 (11.33%) Banking
4 40 (4.31%) Retail
5 34 (3.67%) Public Sector
6 27 (2.91%) Marketing
7 26 (2.80%) Back Office
8 25 (2.70%) Law
9 21 (2.27%) Manufacturing
10 20 (2.16%) Automotive
10 20 (2.16%) Games
11 19 (2.05%) Investment Banking
12 8 (0.86%) Publishing
13 6 (0.65%) Telecoms
14 4 (0.43%) Advertising
14 4 (0.43%) Legal
15 3 (0.32%) Billing
16 2 (0.22%) Financial Institution
16 2 (0.22%) Multimedia
17 1 (0.11%) Electronics
Job Titles
1 387 (41.75%) Developer
2 167 (18.02%) DevOps Engineer
3 162 (17.48%) Python Engineer
4 161 (17.37%) Software Engineer
5 147 (15.86%) AWS Engineer
6 128 (13.81%) Python Developer
7 126 (13.59%) Developer/Software Engineer
8 101 (10.90%) JavaScript Developer
9 90 (9.71%) Python Software Engineer
10 83 (8.95%) Full Stack Developer
11 82 (8.85%) AWS DevOps
12 80 (8.63%) AWS DevOps Engineer
13 78 (8.41%) Senior Developer
14 64 (6.90%) JavaScript Engineer
15 63 (6.80%) Architect
15 63 (6.80%) AWS Developer
16 58 (6.26%) Senior DevOps
17 57 (6.15%) Java Developer
18 56 (6.04%) Senior DevOps Engineer
19 54 (5.83%) React Developer
Libraries, Frameworks & Software Standards
1 253 (27.29%) React
2 230 (24.81%) Node.js
3 229 (24.70%) Web Services
4 167 (18.02%) AngularJS
5 115 (12.41%) REST
6 112 (12.08%) Vue.js
7 92 (9.92%) Django
7 92 (9.92%) Flask
7 92 (9.92%) HTML
8 80 (8.63%) CSS
9 73 (7.87%) Kafka
10 72 (7.77%) GraphQL
11 70 (7.55%) gRPC
12 69 (7.44%) HTML5
13 66 (7.12%) .NET
13 66 (7.12%) OAuth
14 61 (6.58%) Swagger
15 54 (5.83%) RESTful
16 46 (4.96%) Serverless Framework
17 44 (4.75%) Elastic Stack
Miscellaneous
1 151 (16.29%) Hedge funds
2 106 (11.43%) Foreign Exchange (FX)
3 105 (11.33%) Derivative
3 105 (11.33%) Fixed Income
4 101 (10.90%) Equities
5 84 (9.06%) Cloud Native
6 51 (5.50%) Greenfield Project
7 43 (4.64%) Mobile App
8 34 (3.67%) User Experience
9 23 (2.48%) Public Cloud
10 18 (1.94%) Analytical Skills
11 17 (1.83%) Self-Motivation
12 12 (1.29%) Algorithms
12 12 (1.29%) Video Conferencing
13 11 (1.19%) Linux Command Line
14 10 (1.08%) Hybrid Cloud
15 7 (0.76%) Data Centre
16 5 (0.54%) Blog
16 5 (0.54%) Enterprise Cloud
16 5 (0.54%) Social Media
Operating Systems
1 148 (15.97%) Linux
2 37 (3.99%) Windows
3 21 (2.27%) Android
4 17 (1.83%) Apple iOS
5 13 (1.40%) Unix
6 10 (1.08%) CentOS
7 9 (0.97%) Windows Server
8 7 (0.76%) Ubuntu
9 6 (0.65%) Red Hat Enterprise Linux
10 5 (0.54%) Kali Linux
11 3 (0.32%) Mesosphere
12 2 (0.22%) Debian
13 1 (0.11%) CoreOS
13 1 (0.11%) Mac OS
13 1 (0.11%) MVS
13 1 (0.11%) Solaris
13 1 (0.11%) VMS
13 1 (0.11%) Windows 10
13 1 (0.11%) Windows Server 2012
13 1 (0.11%) Windows Server 2019
Processes & Methodologies
1 480 (51.78%) DevOps
2 455 (49.08%) Agile Software Development
3 337 (36.35%) Microservices
4 267 (28.80%) Software Engineering
5 159 (17.15%) Asset Management
6 145 (15.64%) TDD
7 139 (14.99%) Infrastructure as Code
8 137 (14.78%) Fintech
9 129 (13.92%) Mentoring
10 128 (13.81%) Test Automation
11 99 (10.68%) Continuous Integration
12 91 (9.82%) BDD
13 76 (8.20%) Investment Management
14 65 (7.01%) E-Commerce
15 62 (6.69%) Coaching
16 58 (6.26%) Technical Leadership
17 55 (5.93%) Configuration Management
18 51 (5.50%) ETL
19 43 (4.64%) Problem-Solving
19 43 (4.64%) Technology Roadmap
Programming Languages
1 607 (65.48%) Python
2 382 (41.21%) JavaScript
3 278 (29.99%) SQL
4 265 (28.59%) Java
5 160 (17.26%) TypeScript
6 99 (10.68%) Kotlin
7 85 (9.17%) PowerShell
8 83 (8.95%) C#
9 57 (6.15%) Bash Shell
10 49 (5.29%) PHP
11 39 (4.21%) Scala
12 35 (3.78%) Go
12 35 (3.78%) Ruby
13 32 (3.45%) Clojure
13 32 (3.45%) ES6
14 20 (2.16%) C++
15 16 (1.73%) C
16 12 (1.29%) Java 8
17 10 (1.08%) Shell Script
18 7 (0.76%) VB.NET
Qualifications
1 62 (6.69%) Degree
2 33 (3.56%) Sun Certification
3 30 (3.24%) Security Cleared
4 29 (3.13%) SC Cleared
5 23 (2.48%) AWS Certification
6 15 (1.62%) Computer Science Degree
7 4 (0.43%) ISEB
7 4 (0.43%) ISTQB
7 4 (0.43%) ITIL Certification
7 4 (0.43%) PhD
8 1 (0.11%) BPSS Clearance
8 1 (0.11%) CISSP
8 1 (0.11%) DV Cleared
Quality Assurance & Compliance
1 42 (4.53%) QA
2 11 (1.19%) Data Quality
3 10 (1.08%) HIPAA
3 10 (1.08%) Sarbanes-Oxley
4 5 (0.54%) ISO/IEC 27001
5 4 (0.43%) GDPR
6 2 (0.22%) NIST
6 2 (0.22%) NIST 800
6 2 (0.22%) PCI DSS
7 1 (0.11%) SLA
System Software
1 279 (30.10%) Docker
2 16 (1.73%) Active Directory
3 3 (0.32%) Varnish
4 1 (0.11%) Apache Flume
4 1 (0.11%) GlusterFS
4 1 (0.11%) HDFS
4 1 (0.11%) Oracle RAC
4 1 (0.11%) VirtualBox
4 1 (0.11%) VMware Infrastructure
Systems Management
1 216 (23.30%) Terraform
2 204 (22.01%) Kubernetes
3 99 (10.68%) Ansible
4 52 (5.61%) Puppet
5 30 (3.24%) Opscode Chef
6 19 (2.05%) Rancher
7 17 (1.83%) Kibana
8 16 (1.73%) Grafana
9 14 (1.51%) Prometheus
10 10 (1.08%) Rundeck
11 8 (0.86%) Failover Clustering
11 8 (0.86%) Packer
12 6 (0.65%) Oozie
13 5 (0.54%) HP Quality Center
13 5 (0.54%) Nessus
13 5 (0.54%) Nmap
14 4 (0.43%) Docker Swarm
14 4 (0.43%) logstash
15 3 (0.32%) Consul
15 3 (0.32%) ZABBIX
Vendors
1 150 (16.18%) Google
2 53 (5.72%) Oracle
3 32 (3.45%) Splunk
4 27 (2.91%) Microsoft
5 16 (1.73%) Atlassian
6 11 (1.19%) Databricks
6 11 (1.19%) Dynatrace
6 11 (1.19%) Talend
7 7 (0.76%) Cognos
8 5 (0.54%) AppDynamics
8 5 (0.54%) Qualys
8 5 (0.54%) SolarWinds
9 4 (0.43%) Bloomberg
9 4 (0.43%) Guidewire
9 4 (0.43%) Informatica
9 4 (0.43%) MuleSoft
9 4 (0.43%) Salesforce.com
9 4 (0.43%) StreamSets
10 3 (0.32%) Cisco
10 3 (0.32%) SAP