Period
to 20 September 2021

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Cloud Functions skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cloud Functions over the 6 months to 20 September 2021 with a comparison to the same period in the previous 2 years.

Google Cloud Functions
England > London
6 months to
20 Sep 2021
Same period 2020 Same period 2019
Rank 575 463 734
Rank change year-on-year -112 +271 +98
Permanent jobs citing Cloud Functions 137 23 13
As % of all permanent jobs advertised in London 0.28% 0.11% 0.023%
As % of the Cloud Services category 0.58% 0.26% 0.065%
Number of salaries quoted 52 13 5
10th Percentile £46,250 £48,750 £73,500
25th Percentile £55,938 £52,500 £75,000
Median annual salary (50th Percentile) £75,000 £67,500 £80,000
Median % change year-on-year +11.11% -15.63% +33.33%
75th Percentile £87,500 £71,250 £85,000
90th Percentile £88,750 £82,250 £88,000
England median annual salary £75,000 £67,500 £72,500
% change year-on-year +11.11% -6.90% +20.83%

Cloud Functions 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 London with a requirement for cloud computing skills.

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 23,445 8,810 20,137
As % of all permanent IT jobs advertised in London 48.08% 43.56% 36.03%
Number of salaries quoted 15,204 7,455 16,855
10th Percentile £42,500 £42,921 £35,000
25th Percentile £53,750 £52,500 £47,500
Median annual salary (50th Percentile) £72,500 £70,000 £65,000
Median % change year-on-year +3.57% +7.69% +4.00%
75th Percentile £90,000 £87,500 £85,000
90th Percentile £107,500 £112,500 £98,750
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -

Cloud Functions
Job Vacancy Trend in London

Job postings citing Cloud Functions as a proportion of all IT jobs advertised in London.

Job vacancy trend for Cloud Functions in London

Cloud Functions
Salary Trend in London

3-month moving average salary quoted in jobs citing Cloud Functions in London.

Salary trend for Cloud Functions in London

Cloud Functions
Salary Histogram in London

Salary distribution for jobs citing Cloud Functions in London over the 6 months to 20 September 2021.

Salary histogram for Cloud Functions in London

Cloud Functions
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cloud Functions within the London region over the 6 months to 20 September 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
Central London -65 5 £75,000 +36.36% 1
Cloud Functions
England

For the 6 months to 20 September 2021, IT jobs citing Cloud Functions 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 London region with a requirement for Cloud Functions.

1 137 (100.00%) GCP
2 123 (89.78%) Serverless
3 122 (89.05%) Python
4 115 (83.94%) Google
5 91 (66.42%) Azure
6 89 (64.96%) AWS
7 70 (51.09%) SQL
8 66 (48.18%) Kubernetes
9 63 (45.99%) Machine Learning
10 57 (41.61%) Data Science
11 56 (40.88%) Big Data
12 55 (40.15%) Analytics
13 54 (39.42%) DevOps
13 54 (39.42%) Terraform
14 53 (38.69%) Jenkins
15 52 (37.96%) JavaScript
16 51 (37.23%) BigQuery
17 47 (34.31%) Firebase
17 47 (34.31%) Apache Beam
18 46 (33.58%) React
18 46 (33.58%) Docker
19 43 (31.39%) Scala
19 43 (31.39%) Apache
20 42 (30.66%) Software Engineering
21 41 (29.93%) Agile Software Development
22 40 (29.20%) Hadoop
23 38 (27.74%) Open Source
23 38 (27.74%) AWS Lambda
24 37 (27.01%) Artificial Intelligence
25 36 (26.28%) Continuous Integration

Cloud Functions
Co-occurring IT Skills in London 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 43 (31.39%) Apache
2 36 (26.28%) Apache Airflow
3 25 (18.25%) Apache Spark
4 4 (2.92%) Headless CMS
5 1 (0.73%) Confluence
Cloud Services
1 137 (100.00%) GCP
2 123 (89.78%) Serverless
3 91 (66.42%) Azure
4 89 (64.96%) AWS
5 47 (34.31%) Firebase
6 38 (27.74%) AWS Lambda
7 34 (24.82%) Google App Engine
8 30 (21.90%) Google Compute Engine
9 24 (17.52%) Snowflake
10 21 (15.33%) Amazon EMR
10 21 (15.33%) Google Container Engine
10 21 (15.33%) IBM Cloud
11 19 (13.87%) Azure Functions
12 9 (6.57%) Dialogflow
13 8 (5.84%) AWS CloudFormation
14 4 (2.92%) dbt
15 1 (0.73%) IaaS
15 1 (0.73%) PaaS
15 1 (0.73%) SaaS
Database & Business Intelligence
1 56 (40.88%) Big Data
2 51 (37.23%) BigQuery
3 40 (29.20%) Hadoop
4 32 (23.36%) Metadata
5 26 (18.98%) Amazon Redshift
6 23 (16.79%) NoSQL
7 22 (16.06%) Amazon Athena
8 21 (15.33%) Electronic Patient Records
8 21 (15.33%) Neo4j
9 10 (7.30%) Cloud Spanner
10 6 (4.38%) Relational Database
11 4 (2.92%) Parquet
11 4 (2.92%) PostgreSQL
12 2 (1.46%) Data Warehouse
13 1 (0.73%) Data Lake
13 1 (0.73%) Looker
13 1 (0.73%) Qlik Sense
Development Applications
1 53 (38.69%) Jenkins
2 31 (22.63%) GitLab
3 22 (16.06%) Git (software)
4 21 (15.33%) Atlassian Bamboo
4 21 (15.33%) Vagrant
5 19 (13.87%) Cypress.io
5 19 (13.87%) JMeter
5 19 (13.87%) Postman
General
1 31 (22.63%) Social Skills
2 9 (6.57%) Automotive
2 9 (6.57%) Banking
2 9 (6.57%) Manufacturing
2 9 (6.57%) Public Sector
2 9 (6.57%) Retail
3 4 (2.92%) Finance
3 4 (2.92%) Marketing
Job Titles
1 48 (35.04%) Developer
2 32 (23.36%) Scala Engineer
3 29 (21.17%) Full Stack Developer
4 19 (13.87%) Data Engineer
5 15 (10.95%) JavaScript Developer
6 14 (10.22%) Software Engineer
7 13 (9.49%) Architect
7 13 (9.49%) Data Architect
7 13 (9.49%) Platform Architect
7 13 (9.49%) Senior Developer
8 10 (7.30%) Front End Developer (Client-Side Developer)
8 10 (7.30%) Senior Front-End Developer
9 9 (6.57%) Python Engineer
10 8 (5.84%) Lead Software Engineer
10 8 (5.84%) Platform Engineer
10 8 (5.84%) Senior Scala Engineer
11 6 (4.38%) Java Engineer
11 6 (4.38%) Java Software Engineer
11 6 (4.38%) Python Software Engineer
12 3 (2.19%) Senior Java Software Engineer
Libraries, Frameworks & Software Standards
1 47 (34.31%) Apache Beam
2 46 (33.58%) React
3 32 (23.36%) Akka
4 31 (22.63%) Flask
5 25 (18.25%) CSS
5 25 (18.25%) HTML
6 23 (16.79%) GraphQL
7 22 (16.06%) Node.js
8 21 (15.33%) Spark Streaming
9 16 (11.68%) AngularJS
10 15 (10.95%) AWS Amplify
10 15 (10.95%) CSS3
10 15 (10.95%) Ember.js
10 15 (10.95%) HTML5
10 15 (10.95%) Serverless Framework
11 8 (5.84%) Web Services
11 8 (5.84%) YAML
12 7 (5.11%) REST
13 4 (2.92%) Apache Avro
13 4 (2.92%) React Native
Miscellaneous
1 31 (22.63%) Virtual Team
2 21 (15.33%) Algorithms
3 15 (10.95%) Cloud Native
4 13 (9.49%) Mobile App
5 10 (7.30%) User Experience
6 2 (1.46%) Renewable Energy
7 1 (0.73%) Digital Media
7 1 (0.73%) Legacy Applications
7 1 (0.73%) Public Cloud
Operating Systems
1 8 (5.84%) Linux
1 8 (5.84%) Unix
2 4 (2.92%) Android
2 4 (2.92%) Apple iOS
Processes & Methodologies
1 63 (45.99%) Machine Learning
2 57 (41.61%) Data Science
3 55 (40.15%) Analytics
4 54 (39.42%) DevOps
5 42 (30.66%) Software Engineering
6 41 (29.93%) Agile Software Development
7 38 (27.74%) Open Source
8 37 (27.01%) Artificial Intelligence
9 36 (26.28%) Continuous Integration
10 35 (25.55%) Full Stack Development
10 35 (25.55%) SDLC
11 32 (23.36%) Business Intelligence
11 32 (23.36%) Data Ingestion
11 32 (23.36%) Infrastructure as Code
11 32 (23.36%) Personalization
12 31 (22.63%) Front End Development
13 28 (20.44%) Data Engineering
14 27 (19.71%) ETL
15 26 (18.98%) Data Pipeline
16 25 (18.25%) Data Transformation
Programming Languages
1 122 (89.05%) Python
2 70 (51.09%) SQL
3 52 (37.96%) JavaScript
4 43 (31.39%) Scala
5 25 (18.25%) Java
6 20 (14.60%) TypeScript
7 11 (8.03%) C#
8 4 (2.92%) Bash Shell
8 4 (2.92%) Go
8 4 (2.92%) PowerShell
9 2 (1.46%) PHP
Qualifications
1 3 (2.19%) SC Cleared
1 3 (2.19%) Security Cleared
Quality Assurance & Compliance
1 32 (23.36%) GDPR
2 11 (8.03%) Accessibility
System Software
1 46 (33.58%) Docker
2 21 (15.33%) VirtualBox
Systems Management
1 66 (48.18%) Kubernetes
2 54 (39.42%) Terraform
3 32 (23.36%) Grafana
3 32 (23.36%) Prometheus
4 22 (16.06%) Ansible
5 21 (15.33%) Docker Swarm
6 1 (0.73%) Cobbler
Vendors
1 115 (83.94%) Google
2 21 (15.33%) Cloudera
2 21 (15.33%) Hortonworks
2 21 (15.33%) IBM
2 21 (15.33%) Informatica
2 21 (15.33%) Talend