Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 18 May 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for GCP skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited GCP over the 6 months to 18 May 2021 with a comparison to the same period in the previous 2 years.

Google Cloud Platform (GCP)
England > Yorkshire
6 months to
18 May 2021		 Same period 2020 Same period 2019
Rank 62 114 185
Rank change year-on-year +52 +71 +58
Permanent jobs citing GCP 210 98 122
As % of all permanent jobs advertised in Yorkshire 4.03% 2.06% 1.63%
As % of the Cloud Services category 9.26% 6.30% 6.14%
Number of salaries quoted 197 88 103
10th Percentile £39,380 £38,750 £36,250
25th Percentile £43,750 £43,438 £40,000
Median annual salary (50th Percentile) £55,000 £55,000 £57,500
Median % change year-on-year - -4.35% +21.05%
75th Percentile £63,750 £69,000 £70,625
90th Percentile £68,000 £80,000 £77,500
England median annual salary £72,500 £75,000 £70,000
% change year-on-year -3.33% +7.14% +12.00%

GCP 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 Yorkshire with a requirement for cloud computing skills.

All Cloud Skills
Yorkshire
Permanent vacancies with a requirement for cloud computing skills 2,267 1,556 1,987
As % of all permanent IT jobs advertised in Yorkshire 43.51% 32.74% 26.55%
Number of salaries quoted 1,969 1,350 1,668
10th Percentile £29,250 £28,750 £28,600
25th Percentile £37,500 £36,250 £35,750
Median annual salary (50th Percentile) £47,500 £50,000 £45,000
Median % change year-on-year -5.00% +11.11% -
75th Percentile £63,750 £60,000 £57,500
90th Percentile £71,250 £70,000 £68,250
England median annual salary £58,500 £57,500 £55,000
% change year-on-year +1.74% +4.55% +4.76%

GCP
Job Vacancy Trend in Yorkshire

Job postings citing GCP as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for GCP in Yorkshire

GCP
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing GCP in Yorkshire.

Salary trend for GCP in Yorkshire

GCP
Salary Histogram in Yorkshire

Salary distribution for jobs citing GCP in Yorkshire over the 6 months to 18 May 2021.

Salary histogram for GCP in Yorkshire

GCP
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing GCP within the Yorkshire region over the 6 months to 18 May 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
West Yorkshire +38 121 £57,500 +2.22% 37
North Yorkshire +45 47 £47,500 -6.86% 1
South Yorkshire -9 40 £57,500 +12.20% 1
GCP
England

For the 6 months to 18 May 2021, IT jobs citing GCP 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 Yorkshire region with a requirement for GCP.

1 159 (75.71%) AWS
2 148 (70.48%) Azure
3 117 (55.71%) Kubernetes
4 111 (52.86%) Agile Software Development
5 108 (51.43%) DevOps
6 106 (50.48%) Terraform
7 102 (48.57%) Python
8 93 (44.29%) Software Engineering
9 90 (42.86%) JavaScript
10 87 (41.43%) C#
11 80 (38.10%) Java
11 80 (38.10%) Docker
12 78 (37.14%) AngularJS
13 61 (29.05%) Unit Testing
14 57 (27.14%) TDD
14 57 (27.14%) Vue.js
15 54 (25.71%) AWS CloudFormation
15 54 (25.71%) Go
16 53 (25.24%) Scala
17 50 (23.81%) Ruby
18 49 (23.33%) C++
18 49 (23.33%) OOP
18 49 (23.33%) Kotlin
19 48 (22.86%) Don't repeat yourself (DRY)
19 48 (22.86%) SOLID
20 47 (22.38%) SQL
20 47 (22.38%) Google
21 33 (15.71%) Node.js
22 27 (12.86%) Portfolio Management
22 27 (12.86%) Facial Recognition

GCP
Co-occurring IT Skills in Yorkshire 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 11 (5.24%) Apache Spark
2 4 (1.90%) Apache
3 2 (0.95%) Cloud Foundry
3 2 (0.95%) WordPress
4 1 (0.48%) Apache Airflow
4 1 (0.48%) Confluence
4 1 (0.48%) Elasticsearch
4 1 (0.48%) Tomcat
Business Applications
1 2 (0.95%) BambooHR
1 2 (0.95%) Shopify
Cloud Services
1 159 (75.71%) AWS
2 148 (70.48%) Azure
3 54 (25.71%) AWS CloudFormation
4 12 (5.71%) SaaS
5 9 (4.29%) Power Platform
6 8 (3.81%) PaaS
7 7 (3.33%) Serverless
8 4 (1.90%) IaaS
9 3 (1.43%) AWS Lambda
10 2 (0.95%) Adobe Analytics
10 2 (0.95%) Amazon CloudWatch
10 2 (0.95%) Amazon EKS
10 2 (0.95%) Amazon S3
10 2 (0.95%) Azure Synapse Analytics
10 2 (0.95%) CloudFront
10 2 (0.95%) Datadog
10 2 (0.95%) Google Workspace
10 2 (0.95%) npm
11 1 (0.48%) Cloud Computing
11 1 (0.48%) GitHub
Communications & Networking
1 3 (1.43%) HTTP
2 2 (0.95%) Broadband
2 2 (0.95%) Firewall
3 1 (0.48%) DNS
3 1 (0.48%) Internet
3 1 (0.48%) Remote Desktop
3 1 (0.48%) TCP/IP
3 1 (0.48%) VPN
Database & Business Intelligence
1 16 (7.62%) Data Warehouse
2 13 (6.19%) Big Data
2 13 (6.19%) SQL Server
3 11 (5.24%) BigQuery
4 9 (4.29%) Power BI
5 8 (3.81%) Crystal Reports
5 8 (3.81%) PostgreSQL
6 7 (3.33%) Amazon Redshift
6 7 (3.33%) SQL Server Analysis Services
6 7 (3.33%) SQL Server Reporting Services
7 6 (2.86%) NoSQL
8 5 (2.38%) Amazon DynamoDB
8 5 (2.38%) Data Lake
8 5 (2.38%) Tableau
9 4 (1.90%) MySQL
9 4 (1.90%) Relational Database
10 3 (1.43%) Informix
11 2 (0.95%) Amazon QuickSight
11 2 (0.95%) Redis
11 2 (0.95%) SQL Server Integration Services
Development Applications
1 25 (11.90%) Git (software)
2 19 (9.05%) Jenkins
3 10 (4.76%) Cucumber
3 10 (4.76%) Selenium
4 8 (3.81%) Postman
4 8 (3.81%) SoapUI
5 6 (2.86%) CircleCI
5 6 (2.86%) GitLab
6 4 (1.90%) JUnit
7 2 (0.95%) Bitbucket
7 2 (0.95%) IBM UrbanCode
7 2 (0.95%) Team Foundation Server
8 1 (0.48%) JIRA
8 1 (0.48%) Maven
8 1 (0.48%) Sonatype Nexus
8 1 (0.48%) Spinnaker
General
1 21 (10.00%) Social Skills
2 17 (8.10%) Finance
3 10 (4.76%) Retail
4 9 (4.29%) Banking
5 8 (3.81%) Analytical Skills
5 8 (3.81%) Law
5 8 (3.81%) Presentation Skills
5 8 (3.81%) Public Sector
6 6 (2.86%) Billing
7 5 (2.38%) Manufacturing
8 4 (1.90%) Advertising
9 3 (1.43%) Games
10 2 (0.95%) Automotive
10 2 (0.95%) Influencing Skills
10 2 (0.95%) Marketing
10 2 (0.95%) Retail Banking
Job Titles
1 62 (29.52%) Software Engineer
2 51 (24.29%) Developer
3 22 (10.48%) DevOps Engineer
4 16 (7.62%) C# Developer
4 16 (7.62%) Data Engineer
5 15 (7.14%) Senior Developer
6 13 (6.19%) Cloud Engineer
7 10 (4.76%) Python Developer
8 8 (3.81%) Analyst
8 8 (3.81%) Senior DevOps
8 8 (3.81%) Senior DevOps Engineer
8 8 (3.81%) Site Engineer
8 8 (3.81%) Site Reliability Engineer
8 8 (3.81%) Technical Trainer
8 8 (3.81%) Trainer
9 7 (3.33%) .NET Developer
9 7 (3.33%) AWS Engineer
9 7 (3.33%) C# .NET Developer
10 6 (2.86%) PHP Developer
10 6 (2.86%) Senior PHP Developer
Libraries, Frameworks & Software Standards
1 78 (37.14%) AngularJS
2 57 (27.14%) Vue.js
3 33 (15.71%) Node.js
4 26 (12.38%) .NET
4 26 (12.38%) React
5 14 (6.67%) KnockoutJS
6 13 (6.19%) .NET Core
7 12 (5.71%) Spring
8 9 (4.29%) Hibernate
8 9 (4.29%) Kafka
8 9 (4.29%) REST
9 8 (3.81%) CSS
9 8 (3.81%) HTML
10 7 (3.33%) Spring Boot
11 5 (2.38%) Web Services
11 5 (2.38%) YAML
12 4 (1.90%) GraphQL
13 3 (1.43%) NumPy
13 3 (1.43%) Pandas
13 3 (1.43%) XML
Miscellaneous
1 26 (12.38%) Public Cloud
2 13 (6.19%) Management Information System
3 12 (5.71%) Greenfield Project
4 11 (5.24%) Self-Motivation
5 8 (3.81%) Data Centre
6 7 (3.33%) Cloud Native
7 4 (1.90%) Industry 4.0
7 4 (1.90%) NHS
8 3 (1.43%) User Experience
9 2 (0.95%) Marketing Technology
9 2 (0.95%) Social Media
10 1 (0.48%) Algorithms
10 1 (0.48%) Data Structures
10 1 (0.48%) Enterprise Software
10 1 (0.48%) iPad
10 1 (0.48%) Linked Data
10 1 (0.48%) Linux Command Line
10 1 (0.48%) Mobile App
10 1 (0.48%) Private Cloud
10 1 (0.48%) Security Operations Centre
Operating Systems
1 10 (4.76%) Linux
1 10 (4.76%) Windows
2 1 (0.48%) Unix
2 1 (0.48%) Windows Server
Processes & Methodologies
1 111 (52.86%) Agile Software Development
2 108 (51.43%) DevOps
3 93 (44.29%) Software Engineering
4 61 (29.05%) Unit Testing
5 57 (27.14%) TDD
6 49 (23.33%) OOP
7 48 (22.86%) Don't repeat yourself (DRY)
7 48 (22.86%) SOLID
8 27 (12.86%) Facial Recognition
8 27 (12.86%) Portfolio Management
9 26 (12.38%) Infrastructure as Code
10 23 (10.95%) Mentoring
11 22 (10.48%) Site Reliability Engineering
12 19 (9.05%) Problem-Solving
13 18 (8.57%) Scrum
14 16 (7.62%) Data Modelling
14 16 (7.62%) Test Automation
15 15 (7.14%) MVC
16 10 (4.76%) Business Intelligence
16 10 (4.76%) Data Security
Programming Languages
1 102 (48.57%) Python
2 90 (42.86%) JavaScript
3 87 (41.43%) C#
4 80 (38.10%) Java
5 54 (25.71%) Go
6 53 (25.24%) Scala
7 50 (23.81%) Ruby
8 49 (23.33%) C++
8 49 (23.33%) Kotlin
9 47 (22.38%) SQL
10 19 (9.05%) PowerShell
11 11 (5.24%) Bash Shell
12 9 (4.29%) Groovy
12 9 (4.29%) TypeScript
13 8 (3.81%) PHP
14 5 (2.38%) Bourne shell
14 5 (2.38%) R
15 2 (0.95%) ES6
16 1 (0.48%) Java 8
16 1 (0.48%) SHACL
Qualifications
1 11 (5.24%) Degree
2 3 (1.43%) SC Cleared
2 3 (1.43%) Security Cleared
3 1 (0.48%) AWS Certification
3 1 (0.48%) Computer Science Degree
3 1 (0.48%) GIAC
Quality Assurance & Compliance
1 3 (1.43%) GDPR
2 2 (0.95%) ISO 22301
2 2 (0.95%) ISO/IEC 27001
3 1 (0.48%) Data Quality
3 1 (0.48%) GRC
3 1 (0.48%) ISO/IEC 20000
3 1 (0.48%) PCI DSS
3 1 (0.48%) SOC 2
System Software
1 80 (38.10%) Docker
2 5 (2.38%) VMware Infrastructure
3 4 (1.90%) Hyper-V
4 3 (1.43%) Xen
5 1 (0.48%) Active Directory
Systems Management
1 117 (55.71%) Kubernetes
2 106 (50.48%) Terraform
3 22 (10.48%) Ansible
4 12 (5.71%) Opscode Chef
5 3 (1.43%) Puppet
6 1 (0.48%) Istio
6 1 (0.48%) Nagios
Vendors
1 47 (22.38%) Google
2 23 (10.95%) Microsoft
3 10 (4.76%) VMware
4 7 (3.33%) Databricks
5 4 (1.90%) IFS
6 3 (1.43%) Oracle
7 2 (0.95%) Adobe
7 2 (0.95%) New Relic
7 2 (0.95%) Red Hat
7 2 (0.95%) Salesforce.com
7 2 (0.95%) Xamarin
8 1 (0.48%) Confluent
8 1 (0.48%) Dynatrace
8 1 (0.48%) IBM
8 1 (0.48%) Informatica
8 1 (0.48%) PagerDuty
8 1 (0.48%) SAP