Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 17 January 2022

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 January 2022 with a comparison to the same period in the previous 2 years.

Google Cloud Platform (GCP)
England > Yorkshire
6 months to
17 Jan 2022		 Same period 2021 Same period 2020
Rank 86 77 110
Rank change year-on-year -9 +33 +72
Permanent jobs citing GCP 219 130 142
As % of all permanent jobs advertised in Yorkshire 3.19% 3.55% 2.33%
As % of the Cloud Services category 8.14% 8.15% 7.70%
Number of salaries quoted 185 121 126
10th Percentile £42,500 £41,250 £37,500
25th Percentile £46,250 £46,250 £42,500
Median annual salary (50th Percentile) £55,000 £55,000 £55,000
75th Percentile £63,750 £63,750 £69,000
90th Percentile £72,500 £67,500 £78,125
England median annual salary £77,500 £70,000 £72,500
% change year-on-year +10.71% -3.45% +3.57%

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 2,692 1,595 1,844
As % of all permanent IT jobs advertised in Yorkshire 39.20% 43.50% 30.22%
Number of salaries quoted 2,171 1,423 1,547
10th Percentile £30,750 £29,250 £26,250
25th Percentile £38,750 £37,500 £35,000
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% -
75th Percentile £65,000 £61,750 £59,500
90th Percentile £77,500 £65,000 £70,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

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 January 2022.

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 January 2022. 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 -3 130 £55,000 -4.35% 24
South Yorkshire -5 43 £55,000 -4.35% 1
North Yorkshire -23 30 £50,000 +5.26% 3
East Yorkshire - 1 £38,500 -
GCP
England

For the 6 months to 17 January 2022, 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.

1 170 (77.63%) AWS
2 149 (68.04%) Azure
3 94 (42.92%) Agile Software Development
4 92 (42.01%) Software Engineering
5 91 (41.55%) Docker
6 90 (41.10%) Java
6 90 (41.10%) JavaScript
7 87 (39.73%) React
8 86 (39.27%) DevOps
9 83 (37.90%) Python
10 82 (37.44%) AngularJS
11 81 (36.99%) Kubernetes
12 72 (32.88%) Vue.js
13 70 (31.96%) C#
14 61 (27.85%) Terraform
15 59 (26.94%) Scala
16 56 (25.57%) Google
17 55 (25.11%) Go
18 53 (24.20%) Ruby
18 53 (24.20%) TDD
19 52 (23.74%) Kotlin
20 51 (23.29%) OOP
21 49 (22.37%) AWS CloudFormation
22 48 (21.92%) C++
23 47 (21.46%) Unit Testing
23 47 (21.46%) Don't repeat yourself (DRY)
23 47 (21.46%) SOLID
24 40 (18.26%) Linux
25 39 (17.81%) Git (software)
26 35 (15.98%) 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 10 (4.57%) Apache
2 9 (4.11%) Apache Airflow
3 8 (3.65%) SAS
4 7 (3.20%) Luigi
5 5 (2.28%) IIS
6 2 (0.91%) Apache Spark
6 2 (0.91%) Confluence
6 2 (0.91%) nginx
7 1 (0.46%) MQSeries
Applications
1 7 (3.20%) Microsoft Excel
1 7 (3.20%) SPSS
Business Applications
1 5 (2.28%) Oracle ERP
Cloud Services
1 170 (77.63%) AWS
2 149 (68.04%) Azure
3 49 (22.37%) AWS CloudFormation
4 13 (5.94%) Cloud Computing
5 11 (5.02%) SaaS
6 7 (3.20%) Microsoft 365
7 6 (2.74%) OpenShift
7 6 (2.74%) Serverless
8 5 (2.28%) Firebase
9 4 (1.83%) Stackdriver
10 3 (1.37%) AWS CodePipeline
10 3 (1.37%) BrowserStack
11 2 (0.91%) AWS Lambda
11 2 (0.91%) GitHub
11 2 (0.91%) Nutanix
11 2 (0.91%) Power Platform
11 2 (0.91%) Slack
12 1 (0.46%) Amazon Kinesis
12 1 (0.46%) dbt
12 1 (0.46%) IaaS
Communications & Networking
1 17 (7.76%) Firewall
2 15 (6.85%) Broadband
3 5 (2.28%) 5G
4 4 (1.83%) VPN
5 3 (1.37%) DNS
5 3 (1.37%) Unified Communications
6 2 (0.91%) BGP
6 2 (0.91%) Cisco IOS
6 2 (0.91%) DHCP
6 2 (0.91%) LAN
6 2 (0.91%) NAS
6 2 (0.91%) NX-OS
6 2 (0.91%) OSPF
6 2 (0.91%) SAN
6 2 (0.91%) WAN
6 2 (0.91%) Wireless
7 1 (0.46%) FTP
7 1 (0.46%) HTTP
7 1 (0.46%) SSH
7 1 (0.46%) TCP/IP
Database & Business Intelligence
1 21 (9.59%) Data Lake
2 16 (7.31%) Data Warehouse
3 14 (6.39%) Big Data
4 12 (5.48%) BigQuery
5 11 (5.02%) Hadoop
6 9 (4.11%) MySQL
7 8 (3.65%) Azure SQL Data Warehouse
8 6 (2.74%) PostgreSQL
9 5 (2.28%) Apache Cassandra
10 3 (1.37%) MongoDB
11 2 (0.91%) Amazon Aurora
11 2 (0.91%) Blockchain
11 2 (0.91%) Power BI
11 2 (0.91%) Relational Database
11 2 (0.91%) SQL Server
11 2 (0.91%) Tableau
12 1 (0.46%) Amazon Redshift
12 1 (0.46%) Impala
12 1 (0.46%) Looker
12 1 (0.46%) Spark SQL
Development Applications
1 39 (17.81%) Git (software)
2 25 (11.42%) webpack
3 23 (10.50%) Jenkins
4 7 (3.20%) JIRA
4 7 (3.20%) Postman
4 7 (3.20%) Spinnaker
4 7 (3.20%) TeamCity
5 6 (2.74%) Bitbucket
6 5 (2.28%) CircleCI
6 5 (2.28%) MSBuild
6 5 (2.28%) Oracle APEX
7 4 (1.83%) GitLab
7 4 (1.83%) Selenium
7 4 (1.83%) SpecFlow
8 3 (1.37%) JMeter
8 3 (1.37%) SoapUI
8 3 (1.37%) Sonatype Nexus
9 2 (0.91%) JUnit
10 1 (0.46%) Maven
General
1 27 (12.33%) Analytical Skills
2 25 (11.42%) Games
3 13 (5.94%) Social Skills
4 10 (4.57%) Retail
5 9 (4.11%) Finance
6 8 (3.65%) Influencing Skills
7 7 (3.20%) Inclusion and Diversity
7 7 (3.20%) Publishing
8 5 (2.28%) Banking
9 4 (1.83%) Law
10 2 (0.91%) Brand Awareness
10 2 (0.91%) Marketing
10 2 (0.91%) Wholesale Banking
11 1 (0.46%) Online Betting
Job Titles
1 65 (29.68%) Software Engineer
2 51 (23.29%) Developer
3 27 (12.33%) JavaScript Developer
4 21 (9.59%) Data Engineer
5 16 (7.31%) Infrastructure Engineer
6 15 (6.85%) Cloud Engineer
7 13 (5.94%) Infrastructure Security Engineer
7 13 (5.94%) Security Engineer
8 11 (5.02%) Principal Engineer
9 9 (4.11%) Analyst
9 9 (4.11%) Architect
9 9 (4.11%) Platform Engineer
10 8 (3.65%) Java Developer
11 7 (3.20%) .NET Developer
11 7 (3.20%) C# .NET Developer
11 7 (3.20%) C# Developer
11 7 (3.20%) Java Engineer
11 7 (3.20%) Senior Developer
11 7 (3.20%) Test Engineer
12 6 (2.74%) .NET Software Developer
Libraries, Frameworks & Software Standards
1 87 (39.73%) React
2 82 (37.44%) AngularJS
3 72 (32.88%) Vue.js
4 35 (15.98%) Node.js
5 31 (14.16%) React Native
6 29 (13.24%) CSS
7 26 (11.87%) LESS
7 26 (11.87%) Sass
8 25 (11.42%) Ionic Framework
8 25 (11.42%) NativeScript
9 18 (8.22%) .NET
10 14 (6.39%) Spring
11 13 (5.94%) .NET Core
12 12 (5.48%) Kafka
13 10 (4.57%) REST
14 9 (4.11%) KnockoutJS
14 9 (4.11%) RESTful
14 9 (4.11%) Spring Boot
15 7 (3.20%) Apache NiFi
15 7 (3.20%) RabbitMQ
Miscellaneous
1 31 (14.16%) Mobile App
2 25 (11.42%) Linux Command Line
3 11 (5.02%) Cloud Native
4 8 (3.65%) Management Information System
5 7 (3.20%) Data Protection Act
5 7 (3.20%) Greenfield Project
5 7 (3.20%) User Experience
6 5 (2.28%) Social Media
7 4 (1.83%) Public Cloud
7 4 (1.83%) Virtual Team
8 2 (0.91%) Enterprise Software
9 1 (0.46%) Algorithms
9 1 (0.46%) Analytical Mindset
9 1 (0.46%) Blog
9 1 (0.46%) Hybrid Cloud
9 1 (0.46%) iPad
9 1 (0.46%) NHS
9 1 (0.46%) PMI
9 1 (0.46%) Security Operations Centre
9 1 (0.46%) Self-Motivation
Operating Systems
1 40 (18.26%) Linux
2 23 (10.50%) Windows
3 6 (2.74%) Windows Server
4 5 (2.28%) Android
4 5 (2.28%) Apple iOS
5 1 (0.46%) CentOS
5 1 (0.46%) Red Hat Enterprise Linux
5 1 (0.46%) Unix
Processes & Methodologies
1 94 (42.92%) Agile Software Development
2 92 (42.01%) Software Engineering
3 86 (39.27%) DevOps
4 53 (24.20%) TDD
5 51 (23.29%) OOP
6 47 (21.46%) Don't repeat yourself (DRY)
6 47 (21.46%) SOLID
6 47 (21.46%) Unit Testing
7 31 (14.16%) Analytics
8 24 (10.96%) Business Intelligence
9 23 (10.50%) SDLC
10 22 (10.05%) Mentoring
11 20 (9.13%) Decision-Making
12 19 (8.68%) Data Pipeline
13 18 (8.22%) Problem-Solving
14 16 (7.31%) Infrastructure Engineering
15 15 (6.85%) Continuous Improvement
15 15 (6.85%) Data Engineering
15 15 (6.85%) Facial Recognition
15 15 (6.85%) Microservices
Programming Languages
1 90 (41.10%) Java
1 90 (41.10%) JavaScript
2 83 (37.90%) Python
3 70 (31.96%) C#
4 59 (26.94%) Scala
5 55 (25.11%) Go
6 53 (24.20%) Ruby
7 52 (23.74%) Kotlin
8 48 (21.92%) C++
9 35 (15.98%) SQL
10 29 (13.24%) PHP
11 25 (11.42%) ES6
12 12 (5.48%) PL/SQL
13 9 (4.11%) TypeScript
14 7 (3.20%) PowerShell
14 7 (3.20%) VBA
15 6 (2.74%) Bash
16 5 (2.28%) Shell Script
17 4 (1.83%) Apple Swift
17 4 (1.83%) R
Qualifications
1 14 (6.39%) SC Cleared
1 14 (6.39%) Security Cleared
2 9 (4.11%) Degree
3 2 (0.91%) CCNP
3 2 (0.91%) Cisco Certification
3 2 (0.91%) MCSE
3 2 (0.91%) Microsoft Certification
3 2 (0.91%) Server+ Certification
4 1 (0.46%) PMI Certification
4 1 (0.46%) TOGAF Certification
Quality Assurance & Compliance
1 12 (5.48%) QA
2 8 (3.65%) GDPR
2 8 (3.65%) ISO/IEC 27001
3 3 (1.37%) Data Quality
System Software
1 91 (41.55%) Docker
2 17 (7.76%) Active Directory
3 3 (1.37%) Hyper-V
4 2 (0.91%) Citrix Hypervisor
4 2 (0.91%) VMware Infrastructure
5 1 (0.46%) HDFS
Systems Management
1 81 (36.99%) Kubernetes
2 61 (27.85%) Terraform
3 6 (2.74%) Ansible
4 5 (2.28%) Opscode Chef
4 5 (2.28%) Puppet
5 2 (0.91%) Grafana
5 2 (0.91%) HAProxy
5 2 (0.91%) Istio
5 2 (0.91%) kaniko
5 2 (0.91%) Prometheus
6 1 (0.46%) Microsoft Intune
Vendors
1 56 (25.57%) Google
2 24 (10.96%) Oracle
3 19 (8.68%) Microsoft
4 18 (8.22%) SAP
5 13 (5.94%) Meraki
6 11 (5.02%) IBM
7 9 (4.11%) StreamSets
8 3 (1.37%) F5
9 2 (0.91%) Aruba
9 2 (0.91%) Cisco
9 2 (0.91%) Databricks
9 2 (0.91%) Fortinet
9 2 (0.91%) Red Hat
9 2 (0.91%) Splunk
9 2 (0.91%) VMware
9 2 (0.91%) Xamarin
10 1 (0.46%) AppDynamics
10 1 (0.46%) Dynatrace
10 1 (0.46%) Sony
10 1 (0.46%) Talend