Period
to

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 4 July 2022 with a comparison to the same period in the previous 2 years.

Google Cloud Platform (GCP)
Scotland > Glasgow
6 months to
4 Jul 2022
Same period 2021 Same period 2020
Rank 32 85 76
Rank change year-on-year +53 -9 +32
Permanent jobs citing GCP 115 27 20
As % of all permanent jobs advertised in Glasgow 6.54% 1.89% 1.96%
As % of the Cloud Services category 15.29% 5.22% 6.25%
Number of salaries quoted 22 24 3
10th Percentile £38,875 £36,250 £60,750
25th Percentile £47,813 £37,188 £61,875
Median annual salary (50th Percentile) £55,000 £43,750 £65,000
Median % change year-on-year +25.71% -32.69% -
75th Percentile £74,688 £68,750 £68,125
90th Percentile £91,875 £90,375 £70,000
Scotland median annual salary £65,000 £55,000 £55,000
% change year-on-year +18.18% - -

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 Glasgow with a requirement for cloud computing skills.

All Cloud Skills
Glasgow
Permanent vacancies with a requirement for cloud computing skills 752 517 320
As % of all permanent IT jobs advertised in Glasgow 42.75% 36.15% 31.40%
Number of salaries quoted 399 387 226
10th Percentile £27,750 £31,800 £30,000
25th Percentile £36,250 £37,500 £37,500
Median annual salary (50th Percentile) £50,000 £47,500 £47,500
Median % change year-on-year +5.26% - +5.56%
75th Percentile £66,250 £62,125 £57,500
90th Percentile £77,500 £72,500 £64,375
Scotland median annual salary £55,000 £50,000 £49,500
% change year-on-year +10.00% +1.01% +10.00%

GCP
Job Vacancy Trend in Glasgow

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

Job vacancy trend for GCP in Glasgow

GCP
Salary Trend in Glasgow

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

Salary trend for GCP in Glasgow

GCP
Salary Histogram in Glasgow

Salary distribution for jobs citing GCP in Glasgow over the 6 months to 4 July 2022.

Salary histogram for GCP in Glasgow

For the 6 months to 4 July 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 Glasgow region with a requirement for GCP.

1 112 (97.39%) Azure
1 112 (97.39%) AWS
2 84 (73.04%) Agile
3 76 (66.09%) Java
4 73 (63.48%) Python
5 66 (57.39%) DevOps
6 59 (51.30%) Mentoring
6 59 (51.30%) Microsoft
7 55 (47.83%) Machine Learning
8 52 (45.22%) Analytics
9 51 (44.35%) Data Analytics
9 51 (44.35%) Big Data
10 48 (41.74%) Data Architecture
11 47 (40.87%) Spring
12 46 (40.00%) Data Science
13 43 (37.39%) Software Engineering
14 42 (36.52%) Security Management
14 42 (36.52%) Cybersecurity
15 39 (33.91%) Data Engineering
16 38 (33.04%) Games
17 37 (32.17%) Information Security
17 37 (32.17%) Google
17 37 (32.17%) QA
17 37 (32.17%) Algorithms
17 37 (32.17%) Threat Analysis
17 37 (32.17%) SFIA
18 30 (26.09%) JavaScript
19 28 (24.35%) MySQL
19 28 (24.35%) TypeScript
20 24 (20.87%) Docker

GCP
Co-occurring IT Skills in Glasgow 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 13 (11.30%) Apache Spark
2 5 (4.35%) Apache Airflow
2 5 (4.35%) Luigi
3 2 (1.74%) Adobe Experience Manager
4 1 (0.87%) SAS
Cloud Services
1 112 (97.39%) AWS
1 112 (97.39%) Azure
2 19 (16.52%) Cloud Computing
3 10 (8.70%) Power Platform
4 9 (7.83%) SaaS
5 7 (6.09%) npm
6 6 (5.22%) Azure DevOps
7 5 (4.35%) Amazon Kinesis
7 5 (4.35%) dbt
7 5 (4.35%) Snowflake
8 2 (1.74%) Dynamics 365
8 2 (1.74%) Microsoft 365
8 2 (1.74%) Salesforce Einstein
8 2 (1.74%) Serverless
Communications & Networking
1 16 (13.91%) 4G
1 16 (13.91%) 5G
2 5 (4.35%) Firewall
Database & Business Intelligence
1 51 (44.35%) Big Data
2 28 (24.35%) MySQL
3 22 (19.13%) Relational Database
4 16 (13.91%) NoSQL
4 16 (13.91%) RDBMS
5 14 (12.17%) Elasticsearch
6 12 (10.43%) MongoDB
6 12 (10.43%) Redis
7 8 (6.96%) Power BI
7 8 (6.96%) Tableau
8 7 (6.09%) SQL Server
9 6 (5.22%) Data Lake
9 6 (5.22%) Data Warehouse
10 2 (1.74%) Hadoop
11 1 (0.87%) Spatial Data
Development Applications
1 16 (13.91%) Git (software)
1 16 (13.91%) Sonatype Nexus
2 7 (6.09%) Grunt
2 7 (6.09%) Postman
2 7 (6.09%) webpack
3 6 (5.22%) ER Studio
3 6 (5.22%) ERwin
3 6 (5.22%) JIRA
4 5 (4.35%) Jenkins
General
1 38 (33.04%) Games
2 24 (20.87%) Social Skills
3 8 (6.96%) Finance
4 6 (5.22%) Presentation Skills
5 5 (4.35%) Advertising
6 3 (2.61%) Public Sector
6 3 (2.61%) Retail
7 2 (1.74%) Inclusion and Diversity
8 1 (0.87%) Law
8 1 (0.87%) Legal
Job Titles
1 37 (32.17%) Trainee
2 23 (20.00%) Software Engineer
3 15 (13.04%) Lead Software Engineer
4 10 (8.70%) Architect
5 7 (6.09%) Developer
5 7 (6.09%) Senior Software Engineer
6 6 (5.22%) Analyst
6 6 (5.22%) Analytics Consultant
6 6 (5.22%) Business Intelligence Consultant
6 6 (5.22%) Consultant
6 6 (5.22%) Data Analytics Consultant
6 6 (5.22%) Data Consultant
6 6 (5.22%) Data Engineer
6 6 (5.22%) Senior Analyst
6 6 (5.22%) Senior Architect
6 6 (5.22%) Senior Technical Analyst
6 6 (5.22%) Senior Technical Architect
6 6 (5.22%) Technical Analyst
6 6 (5.22%) Technical Architect
6 6 (5.22%) Technical Leader
Libraries, Frameworks & Software Standards
1 47 (40.87%) Spring
2 23 (20.00%) .NET
3 22 (19.13%) React
4 19 (16.52%) Redux
5 16 (13.91%) Middleware
6 12 (10.43%) ASP.NET
6 12 (10.43%) ASP.NET Core
6 12 (10.43%) RxJS
7 7 (6.09%) Ext JS
7 7 (6.09%) Kafka
7 7 (6.09%) REST
8 5 (4.35%) AngularJS
8 5 (4.35%) LDAP
8 5 (4.35%) OLE
8 5 (4.35%) SAML
8 5 (4.35%) Spring Boot
9 3 (2.61%) .NET Core
9 3 (2.61%) Node.js
10 2 (1.74%) ASP.NET Web API
10 2 (1.74%) CSS
Miscellaneous
1 37 (32.17%) Algorithms
2 21 (18.26%) Public Cloud
3 12 (10.43%) Cloud Native
4 6 (5.22%) IoT
5 5 (4.35%) PKI
6 2 (1.74%) Hybrid Cloud
6 2 (1.74%) Learning Management System
6 2 (1.74%) Legacy Systems
6 2 (1.74%) User Experience
7 1 (0.87%) Enterprise Software
7 1 (0.87%) NHS
Operating Systems
1 6 (5.22%) Linux
2 3 (2.61%) Android
2 3 (2.61%) Apple iOS
Processes & Methodologies
1 84 (73.04%) Agile
2 66 (57.39%) DevOps
3 59 (51.30%) Mentoring
4 55 (47.83%) Machine Learning
5 52 (45.22%) Analytics
6 51 (44.35%) Data Analytics
7 48 (41.74%) Data Architecture
8 46 (40.00%) Data Science
9 43 (37.39%) Software Engineering
10 42 (36.52%) Cybersecurity
10 42 (36.52%) Security Management
11 39 (33.91%) Data Engineering
12 37 (32.17%) Information Security
12 37 (32.17%) SFIA
12 37 (32.17%) Threat Analysis
13 23 (20.00%) Software Testing
14 22 (19.13%) Microservices
15 21 (18.26%) Artificial Intelligence
16 18 (15.65%) Logistics
17 16 (13.91%) Full Stack Development
Programming Languages
1 76 (66.09%) Java
2 73 (63.48%) Python
3 30 (26.09%) JavaScript
4 28 (24.35%) TypeScript
5 21 (18.26%) SQL
6 19 (16.52%) C#
7 12 (10.43%) R
8 6 (5.22%) Scala
9 4 (3.48%) C++
10 3 (2.61%) Go
11 2 (1.74%) PHP
12 1 (0.87%) C
Qualifications
1 22 (19.13%) Degree
2 5 (4.35%) BPSS Clearance
2 5 (4.35%) CEH
2 5 (4.35%) Computer Science Degree
2 5 (4.35%) DV Cleared
2 5 (4.35%) SC Cleared
2 5 (4.35%) Security Cleared
Quality Assurance & Compliance
1 37 (32.17%) QA
2 5 (4.35%) ISO/IEC 27001
2 5 (4.35%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
2 5 (4.35%) NCSC
2 5 (4.35%) RMADS
System Software
1 24 (20.87%) Docker
Systems Management
1 19 (16.52%) Terraform
2 16 (13.91%) Ansible
3 15 (13.04%) Kubernetes
4 5 (4.35%) Nexpose
Vendors
1 59 (51.30%) Microsoft
2 37 (32.17%) Google
3 7 (6.09%) Verint
4 6 (5.22%) Oracle
5 5 (4.35%) Centrify
5 5 (4.35%) Databricks
5 5 (4.35%) Palo Alto
5 5 (4.35%) Splunk
6 4 (3.48%) Adobe
7 2 (1.74%) MuleSoft
7 2 (1.74%) Salesforce.com