Period
to 26 November 2021

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Serverless skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Serverless over the 6 months to 26 November 2021 with a comparison to the same period in the previous 2 years.

Serverless Computing
England > East of England
6 months to
26 Nov 2021
Same period 2020 Same period 2019
Rank 88 95 225
Rank change year-on-year +7 +130 +72
Permanent jobs citing Serverless 184 39 47
As % of all permanent jobs advertised in the East of England 3.23% 1.99% 0.69%
As % of the Cloud Services category 9.89% 4.62% 2.25%
Number of salaries quoted 64 32 39
10th Percentile £40,750 £40,250 £33,000
25th Percentile £42,500 £47,500 £42,500
Median annual salary (50th Percentile) £52,750 £60,000 £55,000
Median % change year-on-year -12.08% +9.09% -
75th Percentile £75,000 £75,313 £71,875
90th Percentile £79,250 £79,975 £80,000
England median annual salary £77,500 £70,000 £67,500
% change year-on-year +10.71% +3.70% +8.00%

Serverless 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 the East of England with a requirement for cloud computing skills.

All Cloud Skills
East of England
Permanent vacancies with a requirement for cloud computing skills 1,861 845 2,086
As % of all permanent IT jobs advertised in the East of England 32.65% 43.16% 30.83%
Number of salaries quoted 1,242 712 1,579
10th Percentile £25,763 £27,500 £28,750
25th Percentile £33,000 £36,250 £37,500
Median annual salary (50th Percentile) £47,500 £47,500 £50,000
Median % change year-on-year - -5.00% -
75th Percentile £65,000 £66,250 £62,500
90th Percentile £75,000 £82,500 £76,250
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Serverless
Job Vacancy Trend in the East of England

Job postings citing Serverless as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for Serverless in the East of England

Serverless
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing Serverless in the East of England.

Salary trend for Serverless in the East of England

Serverless
Salary Histogram in the East of England

Salary distribution for jobs citing Serverless in the East of England over the 6 months to 26 November 2021.

Salary histogram for Serverless in the East of England

Serverless
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Serverless within the East of England region over the 6 months to 26 November 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
Cambridgeshire +5 81 £45,000 -25.00% 10
Essex +30 51 £75,000 +3.45% 4
Hertfordshire -31 51 £82,500 +6.45% 7
Norfolk -29 3 - - 2
Serverless
England

For the 6 months to 26 November 2021, IT jobs citing Serverless 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 East of England region with a requirement for Serverless.

1 154 (83.70%) AWS
2 143 (77.72%) Agile Software Development
3 124 (67.39%) Azure
4 117 (63.59%) DevOps
5 96 (52.17%) Java
6 89 (48.37%) Microservices
7 88 (47.83%) C#
8 83 (45.11%) Python
9 76 (41.30%) JavaScript
10 75 (40.76%) Risk Management
11 73 (39.67%) React
12 70 (38.04%) Software Engineering
13 67 (36.41%) Degree
14 62 (33.70%) Full Stack Development
15 59 (32.07%) Computer Science
16 57 (30.98%) Node.js
17 55 (29.89%) Kubernetes
18 53 (28.80%) .NET
19 51 (27.72%) Cloud Native
20 50 (27.17%) Scrum
21 49 (26.63%) SQL
21 49 (26.63%) Microsoft
22 48 (26.09%) Data Science
23 47 (25.54%) Docker
24 42 (22.83%) Jenkins
25 40 (21.74%) Continuous Integration
26 39 (21.20%) Artificial Intelligence
26 39 (21.20%) Web Services
27 37 (20.11%) Git (software)
28 35 (19.02%) PaaS

Serverless
Co-occurring IT Skills in the East of 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 28 (15.22%) Apache Spark
2 16 (8.70%) Apache
3 10 (5.43%) Adobe Experience Manager
3 10 (5.43%) Apache Solr
4 7 (3.80%) OpenStack
5 5 (2.72%) JBoss
5 5 (2.72%) Tomcat
5 5 (2.72%) WebLogic
6 4 (2.17%) Apache Airflow
7 1 (0.54%) CMS
7 1 (0.54%) Oracle Workflow
7 1 (0.54%) Umbraco
Business Applications
1 10 (5.43%) Magento
2 5 (2.72%) Sentinel
Cloud Services
1 154 (83.70%) AWS
2 124 (67.39%) Azure
3 35 (19.02%) PaaS
4 34 (18.48%) Azure Functions
4 34 (18.48%) Cloud Computing
5 33 (17.93%) Amazon EKS
5 33 (17.93%) Azure Stack
5 33 (17.93%) GitHub
6 32 (17.39%) OpenShift
7 30 (16.30%) Azure Data Factory
8 29 (15.76%) AWS Lambda
8 29 (15.76%) Azure Cosmos DB
9 28 (15.22%) Azure Service Bus
10 22 (11.96%) Azure Storage
10 22 (11.96%) GCP
11 17 (9.24%) AWS CloudFormation
12 14 (7.61%) Amazon S3
13 11 (5.98%) Amazon CloudWatch
13 11 (5.98%) Amazon EC2
13 11 (5.98%) AWS CloudTrail
Communications & Networking
1 9 (4.89%) Cisco IPT
2 8 (4.35%) Firewall
3 6 (3.26%) Internet
3 6 (3.26%) TCP/IP
4 5 (2.72%) DNS
5 2 (1.09%) HTTP
6 1 (0.54%) IPsec
6 1 (0.54%) Remote Desktop
6 1 (0.54%) VPN
Database & Business Intelligence
1 27 (14.67%) SQL Server
2 26 (14.13%) Hadoop
3 21 (11.41%) NoSQL
4 18 (9.78%) PostgreSQL
5 16 (8.70%) Amazon DynamoDB
5 16 (8.70%) Amazon Redshift
6 12 (6.52%) Data Lake
7 11 (5.98%) Relational Database
8 10 (5.43%) Amazon Aurora
8 10 (5.43%) Apache Cassandra
8 10 (5.43%) Big Data
8 10 (5.43%) ClickHouse
9 7 (3.80%) Amazon RDS
10 6 (3.26%) Amazon Athena
10 6 (3.26%) Electronic Patient Records
10 6 (3.26%) MySQL
11 3 (1.63%) Azure SQL Database
11 3 (1.63%) Data Mining
11 3 (1.63%) Data Warehouse
11 3 (1.63%) Metadata
Development Applications
1 42 (22.83%) Jenkins
2 37 (20.11%) Git (software)
3 12 (6.52%) JIRA
4 2 (1.09%) kappa
4 2 (1.09%) Subversion
5 1 (0.54%) Visual Studio
General
1 31 (16.85%) Games
2 30 (16.30%) Social Skills
3 28 (15.22%) Finance
4 24 (13.04%) Manufacturing
5 18 (9.78%) Law
6 16 (8.70%) Marketing
6 16 (8.70%) Pharmaceutical
7 15 (8.15%) Analytical Skills
8 11 (5.98%) Billing
9 10 (5.43%) Inclusion and Diversity
9 10 (5.43%) Influencing Skills
10 5 (2.72%) Legal
10 5 (2.72%) Spanish Language
11 4 (2.17%) Public Sector
12 3 (1.63%) Retail
Job Titles
1 66 (35.87%) Developer
2 34 (18.48%) Software Engineer
3 31 (16.85%) Architect
4 20 (10.87%) Full Stack Developer
5 19 (10.33%) Cloud Developer
6 17 (9.24%) .NET Developer
7 14 (7.61%) Security Engineer
8 13 (7.07%) Senior Software Engineer
9 12 (6.52%) Analyst
9 12 (6.52%) Analyst Developer
9 12 (6.52%) Pricing Analyst
9 12 (6.52%) Pricing Developer
10 11 (5.98%) Applications Architect
10 11 (5.98%) Principal Engineer
10 11 (5.98%) Principal Software Engineer
11 10 (5.43%) Cloud Engineer
11 10 (5.43%) Data Engineer
11 10 (5.43%) Data Science Leader
11 10 (5.43%) Digital Architect
11 10 (5.43%) Lead Architect
Libraries, Frameworks & Software Standards
1 73 (39.67%) React
2 57 (30.98%) Node.js
3 53 (28.80%) .NET
4 39 (21.20%) Web Services
5 29 (15.76%) AngularJS
6 26 (14.13%) REST
7 22 (11.96%) Middleware
7 22 (11.96%) OAuth
7 22 (11.96%) OAuth2
8 21 (11.41%) RESTful
9 19 (10.33%) Spring
9 19 (10.33%) Spring Boot
10 14 (7.61%) HTML
11 12 (6.52%) Java EE
11 12 (6.52%) Velocity
12 10 (5.43%) CSS
12 10 (5.43%) GraphQL
12 10 (5.43%) Shiny
13 9 (4.89%) Vue.js
13 9 (4.89%) XML
Miscellaneous
1 51 (27.72%) Cloud Native
2 34 (18.48%) Algorithms
3 32 (17.39%) Life Science
4 24 (13.04%) Public Cloud
5 22 (11.96%) User Experience
6 21 (11.41%) Social Media
7 17 (9.24%) Data Structures
8 15 (8.15%) Management Information System
9 12 (6.52%) Mobile App
9 12 (6.52%) Self-Motivation
9 12 (6.52%) Virtual Team
10 7 (3.80%) Renewable Energy
11 2 (1.09%) NHS
12 1 (0.54%) Data Centre
12 1 (0.54%) Greenfield Project
12 1 (0.54%) Private Cloud
Operating Systems
1 31 (16.85%) Linux
2 19 (10.33%) Unix
3 7 (3.80%) Windows
4 5 (2.72%) Android
4 5 (2.72%) Apple iOS
4 5 (2.72%) Mac OS
5 1 (0.54%) Red Hat Enterprise Linux
Processes & Methodologies
1 143 (77.72%) Agile Software Development
2 117 (63.59%) DevOps
3 89 (48.37%) Microservices
4 75 (40.76%) Risk Management
5 70 (38.04%) Software Engineering
6 62 (33.70%) Full Stack Development
7 59 (32.07%) Computer Science
8 50 (27.17%) Scrum
9 48 (26.09%) Data Science
10 40 (21.74%) Continuous Integration
11 39 (21.20%) Artificial Intelligence
12 34 (18.48%) Continuous Improvement
13 33 (17.93%) Mentoring
13 33 (17.93%) Open Source
13 33 (17.93%) SDLC
14 32 (17.39%) Functional Testing
15 29 (15.76%) Analytics
16 27 (14.67%) Natural Language Processing
17 26 (14.13%) Data Modelling
18 25 (13.59%) TDD
Programming Languages
1 96 (52.17%) Java
2 88 (47.83%) C#
3 83 (45.11%) Python
4 76 (41.30%) JavaScript
5 49 (26.63%) SQL
6 28 (15.22%) C
6 28 (15.22%) C++
7 21 (11.41%) PowerShell
8 19 (10.33%) R
9 17 (9.24%) Perl
9 17 (9.24%) Shell Script
10 15 (8.15%) Bash Shell
11 9 (4.89%) Scala
12 7 (3.80%) Java 11
12 7 (3.80%) Java 8
12 7 (3.80%) Objective-C
13 5 (2.72%) C-shell
13 5 (2.72%) Ruby
13 5 (2.72%) VB
14 4 (2.17%) PHP
Qualifications
1 67 (36.41%) Degree
2 33 (17.93%) Computer Science Degree
3 24 (13.04%) PhD
4 9 (4.89%) (ISC)2 CCSP
4 9 (4.89%) Cisco Certification
4 9 (4.89%) CISSP
5 6 (3.26%) AWS Certification
6 5 (2.72%) GCFA
6 5 (2.72%) GCFE
6 5 (2.72%) GCIA
6 5 (2.72%) GCIH
6 5 (2.72%) SANS
6 5 (2.72%) TOGAF Certification
7 2 (1.09%) CCSP
8 1 (0.54%) Master's Degree
8 1 (0.54%) MCSD
8 1 (0.54%) Microsoft Certification
8 1 (0.54%) Security Cleared
Quality Assurance & Compliance
1 20 (10.87%) GxP
2 15 (8.15%) QA
3 7 (3.80%) Accessibility
4 4 (2.17%) Sarbanes-Oxley
5 3 (1.63%) Data Quality
6 2 (1.09%) IEC 62304
6 2 (1.09%) ISO 13485
7 1 (0.54%) DICOM
System Software
1 47 (25.54%) Docker
2 10 (5.43%) Apache ZooKeeper
3 2 (1.09%) Active Directory
4 1 (0.54%) Hyper-V
4 1 (0.54%) VMware Infrastructure
4 1 (0.54%) VMware Workstation
4 1 (0.54%) vSphere
Systems Management
1 55 (29.89%) Kubernetes
2 35 (19.02%) Terraform
3 27 (14.67%) Ansible
4 10 (5.43%) Mesos
5 6 (3.26%) Kubeflow
6 2 (1.09%) Puppet
7 1 (0.54%) Docker Swarm
7 1 (0.54%) Opscode Chef
Vendors
1 49 (26.63%) Microsoft
2 21 (11.41%) Facebook
3 15 (8.15%) Oracle
4 12 (6.52%) Red Hat
5 10 (5.43%) Adobe
5 10 (5.43%) Databricks
5 10 (5.43%) Dataiku
5 10 (5.43%) MuleSoft
6 7 (3.80%) Pega
6 7 (3.80%) WSO2
7 4 (2.17%) Google
8 2 (1.09%) ServiceNow
8 2 (1.09%) VMware
9 1 (0.54%) Citrix
9 1 (0.54%) Fortinet
9 1 (0.54%) Sun