Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 17 October 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 17 October 2021 with a comparison to the same period in the previous 2 years.

Google Cloud Platform (GCP)
England > Yorkshire
6 months to
17 Oct 2021		 Same period 2020 Same period 2019
Rank 79 64 166
Rank change year-on-year -15 +102 +20
Permanent jobs citing GCP 224 98 135
As % of all permanent jobs advertised in Yorkshire 3.37% 3.66% 1.92%
As % of the Cloud Services category 8.13% 8.97% 7.05%
Number of salaries quoted 198 91 122
10th Percentile £40,875 £37,500 £36,825
25th Percentile £45,000 £43,625 £42,713
Median annual salary (50th Percentile) £55,000 £51,000 £55,000
Median % change year-on-year +7.84% -7.27% +10.00%
75th Percentile £63,750 £63,750 £70,000
90th Percentile £71,250 £75,000 £77,500
England median annual salary £75,000 £70,000 £70,000
% change year-on-year +7.14% - +7.69%

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 2,755 1,092 1,916
As % of all permanent IT jobs advertised in Yorkshire 41.45% 40.79% 27.25%
Number of salaries quoted 2,220 977 1,599
10th Percentile £29,885 £31,250 £26,250
25th Percentile £37,500 £37,500 £35,000
Median annual salary (50th Percentile) £47,500 £47,500 £45,000
Median % change year-on-year - +5.56% -
75th Percentile £65,000 £60,000 £58,750
90th Percentile £75,000 £67,500 £67,500
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -

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 17 October 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 17 October 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 0 153 £57,500 +2.22% 15
South Yorkshire -24 39 £57,500 +4.55% 2
North Yorkshire -19 17 £47,500 - 2
East Yorkshire - 1 £38,500 -
GCP
England

For the 6 months to 17 October 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.

1 177 (79.02%) AWS
2 153 (68.30%) Azure
3 101 (45.09%) DevOps
4 97 (43.30%) Kubernetes
5 90 (40.18%) Terraform
6 88 (39.29%) AngularJS
7 87 (38.84%) Software Engineering
7 87 (38.84%) Agile Software Development
8 83 (37.05%) React
9 82 (36.61%) Docker
9 82 (36.61%) JavaScript
10 78 (34.82%) Python
11 76 (33.93%) C#
12 75 (33.48%) Java
13 65 (29.02%) Vue.js
14 64 (28.57%) Google
15 59 (26.34%) Go
16 53 (23.66%) TDD
17 51 (22.77%) OOP
18 47 (20.98%) Ruby
18 47 (20.98%) AWS CloudFormation
19 46 (20.54%) Kotlin
19 46 (20.54%) Unit Testing
19 46 (20.54%) Scala
19 46 (20.54%) C++
20 45 (20.09%) SOLID
20 45 (20.09%) Don't repeat yourself (DRY)
21 37 (16.52%) SQL
22 34 (15.18%) Git (software)
23 33 (14.73%) Node.js

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 5 (2.23%) Apache
2 2 (0.89%) Apache Airflow
2 2 (0.89%) Apache Spark
2 2 (0.89%) Cloud Foundry
2 2 (0.89%) Confluence
2 2 (0.89%) WordPress
3 1 (0.45%) nginx
Business Applications
1 2 (0.89%) Shopify
Cloud Services
1 177 (79.02%) AWS
2 153 (68.30%) Azure
3 47 (20.98%) AWS CloudFormation
4 19 (8.48%) Cloud Computing
5 15 (6.70%) Serverless
6 7 (3.13%) Microsoft 365
6 7 (3.13%) SaaS
7 6 (2.68%) npm
8 5 (2.23%) AWS Lambda
8 5 (2.23%) Power Platform
9 2 (0.89%) Adobe Analytics
9 2 (0.89%) Amazon ECS
9 2 (0.89%) Amazon EKS
9 2 (0.89%) Azure Pipelines
9 2 (0.89%) GitHub
9 2 (0.89%) GitHub Actions
9 2 (0.89%) IaaS
9 2 (0.89%) Slack
10 1 (0.45%) Google Analytics
10 1 (0.45%) PaaS
Communications & Networking
1 22 (9.82%) Firewall
2 16 (7.14%) Broadband
3 8 (3.57%) DNS
4 6 (2.68%) TCP/IP
5 3 (1.34%) Unified Communications
5 3 (1.34%) VPN
6 2 (0.89%) DHCP
6 2 (0.89%) HTTP
6 2 (0.89%) LAN
6 2 (0.89%) NAS
6 2 (0.89%) SAN
7 1 (0.45%) FTP
Database & Business Intelligence
1 11 (4.91%) Data Warehouse
1 11 (4.91%) Hadoop
2 10 (4.46%) Big Data
3 7 (3.13%) MySQL
4 6 (2.68%) Apache Cassandra
4 6 (2.68%) Relational Database
4 6 (2.68%) SQL Server
5 5 (2.23%) Crystal Reports
5 5 (2.23%) Power BI
5 5 (2.23%) Tableau
6 4 (1.79%) BigQuery
6 4 (1.79%) Data Lake
6 4 (1.79%) MongoDB
6 4 (1.79%) SQL Server Analysis Services
6 4 (1.79%) SQL Server Reporting Services
7 3 (1.34%) Amazon Athena
7 3 (1.34%) Amazon QuickSight
7 3 (1.34%) Amazon Redshift
7 3 (1.34%) GIS
7 3 (1.34%) PostgreSQL
Development Applications
1 34 (15.18%) Git (software)
2 27 (12.05%) Jenkins
3 13 (5.80%) GitLab
3 13 (5.80%) Selenium
4 12 (5.36%) Cucumber
4 12 (5.36%) webpack
5 10 (4.46%) Postman
6 9 (4.02%) CircleCI
6 9 (4.02%) SoapUI
7 6 (2.68%) Maven
7 6 (2.68%) Sonatype Nexus
8 3 (1.34%) JIRA
9 2 (0.89%) IBM UrbanCode
9 2 (0.89%) Team Foundation Server
9 2 (0.89%) TestNG
10 1 (0.45%) JMeter
10 1 (0.45%) JUnit
10 1 (0.45%) Mockito
10 1 (0.45%) SpecFlow
10 1 (0.45%) Spock
General
1 28 (12.50%) Social Skills
2 26 (11.61%) Analytical Skills
3 14 (6.25%) Finance
4 12 (5.36%) Games
5 11 (4.91%) Inclusion and Diversity
5 11 (4.91%) Law
5 11 (4.91%) Presentation Skills
6 7 (3.13%) Public Sector
7 3 (1.34%) Automotive
7 3 (1.34%) Banking
7 3 (1.34%) Influencing Skills
7 3 (1.34%) Marketing
7 3 (1.34%) Retail
8 2 (0.89%) Billing
8 2 (0.89%) Manufacturing
8 2 (0.89%) Retail Banking
9 1 (0.45%) Online Betting
Job Titles
1 56 (25.00%) Developer
2 53 (23.66%) Software Engineer
3 24 (10.71%) Infrastructure Engineer
4 23 (10.27%) Senior Developer
5 20 (8.93%) DevOps Engineer
6 19 (8.48%) Infrastructure Security Engineer
6 19 (8.48%) Security Engineer
7 13 (5.80%) C# Developer
8 12 (5.36%) JavaScript Developer
9 11 (4.91%) Architect
9 11 (4.91%) Senior DevOps
9 11 (4.91%) Senior DevOps Engineer
10 10 (4.46%) Data Engineer
11 9 (4.02%) Cloud Engineer
11 9 (4.02%) Technical Trainer
11 9 (4.02%) Trainer
12 8 (3.57%) Analyst
12 8 (3.57%) Java Developer
12 8 (3.57%) PHP Developer
12 8 (3.57%) Solutions Architect
Libraries, Frameworks & Software Standards
1 88 (39.29%) AngularJS
2 83 (37.05%) React
3 65 (29.02%) Vue.js
4 33 (14.73%) Node.js
5 22 (9.82%) .NET
6 15 (6.70%) CSS
6 15 (6.70%) REST
7 14 (6.25%) .NET Core
8 13 (5.80%) KnockoutJS
9 12 (5.36%) Ionic Framework
9 12 (5.36%) LESS
9 12 (5.36%) NativeScript
9 12 (5.36%) React Native
9 12 (5.36%) Sass
10 10 (4.46%) Spring
11 8 (3.57%) JSON
11 8 (3.57%) Spring Boot
12 7 (3.13%) Kafka
13 6 (2.68%) YAML
14 5 (2.23%) NumPy
Miscellaneous
1 16 (7.14%) Mobile App
2 15 (6.70%) Data Centre
3 13 (5.80%) Public Cloud
4 12 (5.36%) Linux Command Line
5 11 (4.91%) Cloud Native
6 10 (4.46%) Self-Motivation
7 9 (4.02%) Management Information System
8 7 (3.13%) NHS
8 7 (3.13%) Social Media
9 4 (1.79%) Hedge funds
9 4 (1.79%) Industry 4.0
9 4 (1.79%) Security Operations Centre
9 4 (1.79%) Virtual Team
10 3 (1.34%) Hybrid Cloud
10 3 (1.34%) Over-the-Top Content
11 2 (0.89%) Enterprise Software
12 1 (0.45%) iPad
12 1 (0.45%) Life Science
12 1 (0.45%) PMI
12 1 (0.45%) User Experience
Operating Systems
1 27 (12.05%) Windows
2 17 (7.59%) Linux
3 1 (0.45%) CentOS
3 1 (0.45%) Red Hat Enterprise Linux
3 1 (0.45%) Unix
3 1 (0.45%) Windows Server
Processes & Methodologies
1 101 (45.09%) DevOps
2 87 (38.84%) Agile Software Development
2 87 (38.84%) Software Engineering
3 53 (23.66%) TDD
4 51 (22.77%) OOP
5 46 (20.54%) Unit Testing
6 45 (20.09%) Don't repeat yourself (DRY)
6 45 (20.09%) SOLID
7 25 (11.16%) Infrastructure Engineering
8 22 (9.82%) Infrastructure as Code
9 20 (8.93%) Microservices
10 18 (8.04%) Business Intelligence
10 18 (8.04%) Facial Recognition
10 18 (8.04%) Fintech
10 18 (8.04%) Portfolio Management
10 18 (8.04%) Site Reliability Engineering
11 17 (7.59%) Problem-Solving
12 16 (7.14%) Mentoring
13 15 (6.70%) MVC
13 15 (6.70%) Test Automation
Programming Languages
1 82 (36.61%) JavaScript
2 78 (34.82%) Python
3 76 (33.93%) C#
4 75 (33.48%) Java
5 59 (26.34%) Go
6 47 (20.98%) Ruby
7 46 (20.54%) C++
7 46 (20.54%) Kotlin
7 46 (20.54%) Scala
8 37 (16.52%) SQL
9 22 (9.82%) PHP
10 18 (8.04%) Bash Shell
11 13 (5.80%) TypeScript
12 12 (5.36%) ES6
13 9 (4.02%) PL/SQL
14 6 (2.68%) PowerShell
14 6 (2.68%) Shell Script
15 4 (1.79%) R
16 2 (0.89%) Java 8
16 2 (0.89%) MATLAB
Qualifications
1 9 (4.02%) Degree
2 3 (1.34%) SC Cleared
2 3 (1.34%) Security Cleared
3 2 (0.89%) MCSE
3 2 (0.89%) Microsoft Certification
3 2 (0.89%) Server+ Certification
4 1 (0.45%) PMI Certification
Quality Assurance & Compliance
1 16 (7.14%) GDPR
2 14 (6.25%) ISO/IEC 27001
3 3 (1.34%) Data Quality
4 1 (0.45%) NIST
4 1 (0.45%) QA
System Software
1 82 (36.61%) Docker
2 22 (9.82%) Active Directory
3 3 (1.34%) Hyper-V
3 3 (1.34%) VMware Infrastructure
4 2 (0.89%) Citrix Hypervisor
Systems Management
1 97 (43.30%) Kubernetes
2 90 (40.18%) Terraform
3 23 (10.27%) Ansible
4 12 (5.36%) Puppet
5 6 (2.68%) Opscode Chef
6 2 (0.89%) Grafana
6 2 (0.89%) Prometheus
7 1 (0.45%) HAProxy
7 1 (0.45%) Istio
7 1 (0.45%) Microsoft Intune
7 1 (0.45%) Nagios
7 1 (0.45%) QRadar
7 1 (0.45%) Rancher
Vendors
1 64 (28.57%) Google
2 21 (9.38%) Microsoft
3 19 (8.48%) Meraki
4 11 (4.91%) Oracle
5 9 (4.02%) StreamSets
6 6 (2.68%) IBM
6 6 (2.68%) SAP
7 4 (1.79%) IFS
7 4 (1.79%) Red Hat
8 3 (1.34%) Splunk
8 3 (1.34%) VMware
9 2 (0.89%) Adobe
10 1 (0.45%) Dynatrace
10 1 (0.45%) F5
10 1 (0.45%) New Relic
10 1 (0.45%) PagerDuty
10 1 (0.45%) Sony
10 1 (0.45%) Xamarin