Period
to 25 May 2020

The table below provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for knowledge and experience of Google products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Google over the 6 months to 25 May 2020 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Google.

Google
Scotland > Edinburgh
6 months to
25 May 2020
Same period 2019 Same period 2018
Rank 57 67 118
Rank change year-on-year +10 +51 -4
Permanent jobs citing Google 52 103 28
As % of all permanent jobs advertised in Edinburgh 3.71% 3.92% 1.06%
As % of the Vendors category 11.40% 11.06% 3.04%
Number of salaries quoted 25 73 18
Median annual salary £60,000 £50,720 £45,000
Median salary % change year-on-year +18.30% +12.71% -8.16%
10th Percentile £44,750 £32,100 £33,875
90th Percentile £75,000 £77,000 £53,875
Scotland median annual salary £55,000 £55,000 £36,000
% change year-on-year - +52.78% -10.00%

Google is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services advertised in Edinburgh.

All Vendors
Edinburgh
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 456 931 920
As % of all permanent IT jobs advertised in Edinburgh 32.50% 35.44% 34.89%
Number of salaries quoted 249 600 600
Median annual salary £49,500 £45,000 £45,000
Median salary % change year-on-year +10.00% - +5.88%
10th Percentile £27,378 £30,000 £27,725
90th Percentile £72,500 £72,500 £69,413
Scotland median annual salary £45,000 £45,000 £45,000

Google
Job Vacancy Trend in Edinburgh

Job postings citing Google as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Google in Edinburgh

Google
Salary Trend in Edinburgh

3-month moving average salary quoted in jobs citing Google in Edinburgh.

Salary trend for Google in Edinburgh

Google
Salary Histogram in Edinburgh

Salary distribution for jobs citing Google in Edinburgh over the 6 months to 25 May 2020.

Salary histogram for Google in Edinburgh

For the 6 months to 25 May 2020, IT jobs citing Google 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 Edinburgh region with a requirement for Google.

1 31 (59.62%) GCP
2 24 (46.15%) Node.js
3 23 (44.23%) JavaScript
4 20 (38.46%) Agile Software Development
4 20 (38.46%) Software Engineering
5 18 (34.62%) Scrum
5 18 (34.62%) AWS
6 17 (32.69%) HTML
6 17 (32.69%) Java
6 17 (32.69%) CSS
7 15 (28.85%) Python
7 15 (28.85%) Azure
8 14 (26.92%) Web Development
8 14 (26.92%) Problem-Solving
9 13 (25.00%) AngularJS
9 13 (25.00%) Express
10 12 (23.08%) Analytics
10 12 (23.08%) G Suite
10 12 (23.08%) Web Application Development
10 12 (23.08%) User Experience
10 12 (23.08%) Google Apps Script
10 12 (23.08%) Creative Problem-Solving
10 12 (23.08%) CSS3
10 12 (23.08%) HTML5
11 11 (21.15%) React
11 11 (21.15%) Elasticsearch
12 8 (15.38%) Kubernetes
12 8 (15.38%) Docker
12 8 (15.38%) DevOps
12 8 (15.38%) Git (software)

Google
Co-occurring IT Skills in Edinburgh 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 (21.15%) Elasticsearch
2 6 (11.54%) nginx
3 5 (9.62%) Apache Spark
4 2 (3.85%) CMS
5 1 (1.92%) Apache
5 1 (1.92%) Cloud Foundry
5 1 (1.92%) IIS
5 1 (1.92%) Tomcat
Applications
1 3 (5.77%) Microsoft Office
Business Applications
1 2 (3.85%) WebTrends
2 1 (1.92%) Oracle Cash Management
2 1 (1.92%) Sentinel
Cloud Services
1 31 (59.62%) GCP
2 18 (34.62%) AWS
3 15 (28.85%) Azure
4 12 (23.08%) G Suite
5 7 (13.46%) AWS Lambda
5 7 (13.46%) PaaS
5 7 (13.46%) Serverless
6 6 (11.54%) GitHub
6 6 (11.54%) Google Play
7 5 (9.62%) Amazon CloudWatch
7 5 (9.62%) Amazon ECS
7 5 (9.62%) Amazon Kinesis
7 5 (9.62%) Amazon S3
7 5 (9.62%) AWS CloudFormation
8 3 (5.77%) Amazon EMR
8 3 (5.77%) Azure Data Factory
8 3 (5.77%) SaaS
9 2 (3.85%) Amazon EC2
9 2 (3.85%) Google Analytics
10 1 (1.92%) OpenShift
Communications & Networking
1 6 (11.54%) VoIP
2 3 (5.77%) DHCP
2 3 (5.77%) DNS
2 3 (5.77%) iSCSI
2 3 (5.77%) NAS
2 3 (5.77%) VLAN
2 3 (5.77%) WAN
3 1 (1.92%) BIG-IP
3 1 (1.92%) Firewall
3 1 (1.92%) NetScaler
Database & Business Intelligence
1 7 (13.46%) Amazon Athena
2 6 (11.54%) Amazon DynamoDB
3 5 (9.62%) Apache Hive
3 5 (9.62%) Hadoop
3 5 (9.62%) Impala
4 4 (7.69%) Big Data
4 4 (7.69%) NoSQL
4 4 (7.69%) SQL Server Integration Services
5 2 (3.85%) Data Warehouse
6 1 (1.92%) Aerospike
6 1 (1.92%) Apache Cassandra
6 1 (1.92%) Couchbase
6 1 (1.92%) Enterprise Data Warehouse
6 1 (1.92%) Hazelcast
6 1 (1.92%) HBase
6 1 (1.92%) MongoDB
6 1 (1.92%) Redis
6 1 (1.92%) SQL Server Analysis Services
6 1 (1.92%) SQL Server Reporting Services
Development Applications
1 8 (15.38%) Git (software)
2 6 (11.54%) Bitbucket
2 6 (11.54%) Cucumber
3 5 (9.62%) webpack
4 1 (1.92%) Artifactory
4 1 (1.92%) IBM UrbanCode
4 1 (1.92%) Jenkins
4 1 (1.92%) Octopus Deploy
4 1 (1.92%) Selenium
4 1 (1.92%) Sonatype Nexus
4 1 (1.92%) TeamCity
4 1 (1.92%) Zephyr
General
1 7 (13.46%) Finance
2 4 (7.69%) Marketing
3 1 (1.92%) Banking
3 1 (1.92%) Public Sector
Job Titles
1 19 (36.54%) Software Engineer
2 7 (13.46%) Developer
3 5 (9.62%) Data Engineer
3 5 (9.62%) Lead Developer
3 5 (9.62%) Senior Software Engineer
4 4 (7.69%) Infrastructure Engineer
5 3 (5.77%) Infrastructure Manager
5 3 (5.77%) IT Infrastructure Manager
5 3 (5.77%) IT Manager
6 2 (3.85%) Architect
6 2 (3.85%) DevOps Engineer
6 2 (3.85%) Full Stack Developer
6 2 (3.85%) Head of Marketing
6 2 (3.85%) Lead Software Engineer
7 1 (1.92%) .NET Software Engineer
7 1 (1.92%) Digital Marketing Specialist
7 1 (1.92%) Lead Architect
7 1 (1.92%) Lead Software Architect
7 1 (1.92%) Search Manager
7 1 (1.92%) Software Team Leader
Libraries, Frameworks & Software Standards
1 24 (46.15%) Node.js
2 17 (32.69%) CSS
2 17 (32.69%) HTML
3 13 (25.00%) AngularJS
3 13 (25.00%) Express
4 12 (23.08%) CSS3
4 12 (23.08%) HTML5
5 11 (21.15%) React
6 7 (13.46%) RESTful
7 6 (11.54%) Kafka
7 6 (11.54%) Web Services
8 5 (9.62%) Elastic Stack
8 5 (9.62%) Gherkin
9 4 (7.69%) .NET
10 2 (3.85%) Django
10 2 (3.85%) Flutter
10 2 (3.85%) Spring
11 1 (1.92%) .NET Core
11 1 (1.92%) Redux
11 1 (1.92%) Vert.x
Miscellaneous
1 12 (23.08%) User Experience
2 4 (7.69%) PKI
3 2 (3.85%) Mobile App
4 1 (1.92%) Analytical Skills
4 1 (1.92%) FMCG
4 1 (1.92%) Replication
4 1 (1.92%) Social Media
Operating Systems
1 5 (9.62%) Windows
2 3 (5.77%) Windows Server 2008
2 3 (5.77%) Windows Server 2012
2 3 (5.77%) Windows Server 2016
3 1 (1.92%) Linux
3 1 (1.92%) Red Hat Enterprise Linux
3 1 (1.92%) Ubuntu
3 1 (1.92%) Unix
3 1 (1.92%) Windows Server
Processes & Methodologies
1 20 (38.46%) Agile Software Development
1 20 (38.46%) Software Engineering
2 18 (34.62%) Scrum
3 14 (26.92%) Problem-Solving
3 14 (26.92%) Web Development
4 12 (23.08%) Analytics
4 12 (23.08%) Creative Problem-Solving
4 12 (23.08%) Web Application Development
5 8 (15.38%) DevOps
6 7 (13.46%) Mobile Development
7 6 (11.54%) Test Automation
7 6 (11.54%) User Stories
8 5 (9.62%) Acceptance Criteria
8 5 (9.62%) Business Intelligence
8 5 (9.62%) Collaborative Working
8 5 (9.62%) Infrastructure as Code
8 5 (9.62%) Mentoring
8 5 (9.62%) Product Backlog
8 5 (9.62%) Scaled Agile Framework
8 5 (9.62%) TDD
Programming Languages
1 23 (44.23%) JavaScript
2 17 (32.69%) Java
3 15 (28.85%) Python
4 12 (23.08%) Google Apps Script
5 6 (11.54%) Apple Swift
5 6 (11.54%) ES6
5 6 (11.54%) Go
5 6 (11.54%) Objective-C
6 5 (9.62%) SQL
7 4 (7.69%) Scala
8 3 (5.77%) C#
8 3 (5.77%) R
9 2 (3.85%) Dart
10 1 (1.92%) Perl
10 1 (1.92%) PL/SQL
10 1 (1.92%) PowerShell
10 1 (1.92%) T-SQL
Qualifications
1 5 (9.62%) Degree
2 1 (1.92%) Computer Science Degree
Quality Assurance & Compliance
1 6 (11.54%) GDPR
System Software
1 8 (15.38%) Docker
2 4 (7.69%) Active Directory
3 3 (5.77%) BitLocker
3 3 (5.77%) Hyper-V
Systems Management
1 8 (15.38%) Kubernetes
2 5 (9.62%) Kibana
2 5 (9.62%) logstash
2 5 (9.62%) Rancher
2 5 (9.62%) Terraform
3 1 (1.92%) Ansible
3 1 (1.92%) CA Single Sign-On
3 1 (1.92%) Consul
3 1 (1.92%) Hadoop YARN
3 1 (1.92%) Nagios
3 1 (1.92%) Puppet
3 1 (1.92%) SCCM
3 1 (1.92%) Single Sign-On
Vendors
1 6 (11.54%) Splunk
2 5 (9.62%) Microsoft
3 4 (7.69%) Databricks
4 3 (5.77%) Talend
4 3 (5.77%) Veeam
5 2 (3.85%) Facebook
5 2 (3.85%) HubSpot
6 1 (1.92%) AppDynamics
6 1 (1.92%) CA
6 1 (1.92%) Citrix
6 1 (1.92%) F5
6 1 (1.92%) IBM
6 1 (1.92%) Micro Focus
6 1 (1.92%) New Relic
6 1 (1.92%) Oracle
6 1 (1.92%) Xamarin