Period
to 16 January 2018

The table below provides summary statistics for permanent job vacancies advertised in Scotland 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 16 January 2018 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
UK > Scotland
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 144 146 131
Rank change year-on-year +2 -15 +45
Permanent jobs citing Google 85 53 107
As % of all permanent IT jobs advertised in Scotland 1.55% 1.14% 1.75%
As % of the Vendors category 3.73% 2.56% 4.21%
Number of salaries quoted 49 29 68
Scotland median annual salary £45,000 £47,500 £40,000
Median salary % change year-on-year -5.26% +18.75% -
10th Percentile £26,250 £23,500 £26,750
90th Percentile £65,000 £55,000 £55,750
UK median annual salary £47,500 £47,500 £42,500
% change year-on-year - +11.76% -

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 Scotland.

All Vendors
Scotland
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 2,280 2,067 2,539
As % of all permanent IT jobs advertised in Scotland 41.46% 44.29% 41.60%
Number of salaries quoted 1,513 1,298 1,597
Scotland median annual salary £44,500 £42,500 £40,000
Median salary % change year-on-year +4.71% +6.25% -
10th Percentile £28,750 £27,500 £27,500
90th Percentile £63,750 £65,000 £60,000
UK median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Google
Job Vacancy Trend in Scotland

Job postings citing Google as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Google in Scotland

Google
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Google in Scotland.

Salary trend for Google in Scotland

Google
Salary Histogram in Scotland

The salary distribution of IT jobs citing Google in Scotland over the 6 months to 16 January 2018.

Salary histogram for Google in Scotland

Google
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Google within the Scotland region over the 6 months to 16 January 2018. 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
Edinburgh -6 40 £57,500 +21.05% 6
Glasgow -18 30 £36,000 -15.79% 9
Dundee - 9 £45,000 - 7
Fife - 2 £27,500 - 1
Google
UK

For the 6 months to 16 January 2018, IT jobs citing Google also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Google.

1 39 (45.88%) Microsoft Azure
2 37 (43.53%) Amazon AWS
3 34 (40.00%) Google Cloud Platform
4 30 (35.29%) Agile Software Development
5 29 (34.12%) Analytics
6 24 (28.24%) SQL
7 20 (23.53%) C#
8 19 (22.35%) DevOps
9 18 (21.18%) .NET
10 17 (20.00%) Microsoft
11 16 (18.82%) Linux
11 16 (18.82%) Google Analytics
12 15 (17.65%) Git (software)
13 14 (16.47%) Continuous Integration
13 14 (16.47%) Marketing
14 13 (15.29%) Digital Marketing
14 13 (15.29%) REST
14 13 (15.29%) Banking
14 13 (15.29%) Software Engineering
15 12 (14.12%) Python
15 12 (14.12%) ASP.NET
16 11 (12.94%) Java
16 11 (12.94%) Windows
16 11 (12.94%) Information Security
16 11 (12.94%) Change Management
16 11 (12.94%) Degree
16 11 (12.94%) User Experience
17 10 (11.76%) ASP.NET Web API
17 10 (11.76%) Docker
17 10 (11.76%) Opscode Chef

Google
Co-occurring IT Skills in Scotland 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 6 (7.06%) Apache Spark
2 4 (4.71%) SharePoint
3 2 (2.35%) Apache
4 1 (1.18%) ArcGIS
4 1 (1.18%) Elasticsearch
4 1 (1.18%) WordPress
Applications
1 3 (3.53%) Microsoft Project
2 1 (1.18%) Microsoft Excel
Business Applications
1 5 (5.88%) Dynamics CRM
2 4 (4.71%) Dynamics AX
2 4 (4.71%) Dynamics NAV
2 4 (4.71%) Sage 200
2 4 (4.71%) SAP Business One
3 2 (2.35%) Eloqua
Cloud Services
1 39 (45.88%) Microsoft Azure
2 37 (43.53%) Amazon AWS
3 34 (40.00%) Google Cloud Platform
4 16 (18.82%) Google Analytics
5 7 (8.24%) Amazon SQS
6 6 (7.06%) OpenShift
7 5 (5.88%) npm
8 4 (4.71%) Office 365
9 3 (3.53%) Amazon EMR
9 3 (3.53%) SaaS
9 3 (3.53%) Serverless
10 2 (2.35%) PaaS
11 1 (1.18%) Amazon EC2
11 1 (1.18%) Amazon S3
11 1 (1.18%) AWS CloudFormation
11 1 (1.18%) AWS Elastic Beanstalk
11 1 (1.18%) AWS Lambda
11 1 (1.18%) Google App Engine
11 1 (1.18%) Heroku
Communications & Networking
1 9 (10.59%) DHCP
1 9 (10.59%) DNS
1 9 (10.59%) Internet
2 7 (8.24%) HTTP
3 5 (5.88%) Firewall
Database & Business Intelligence
1 10 (11.76%) NoSQL
2 8 (9.41%) Apache Cassandra
2 8 (9.41%) Big Data
3 7 (8.24%) Cosmos DB
3 7 (8.24%) CouchDB
4 6 (7.06%) Hadoop
4 6 (7.06%) MongoDB
4 6 (7.06%) PostgreSQL
5 4 (4.71%) SQL Server
6 3 (3.53%) Amazon Redshift
6 3 (3.53%) MySQL
7 2 (2.35%) Apache Hive
7 2 (2.35%) Data Warehouse
7 2 (2.35%) Relational Database
7 2 (2.35%) SQL Server Integration Services
8 1 (1.18%) Amazon DynamoDB
8 1 (1.18%) Couchbase
8 1 (1.18%) Data Mining
8 1 (1.18%) GIS
8 1 (1.18%) RDBMS
Development Applications
1 15 (17.65%) Git (software)
2 8 (9.41%) Jenkins
3 6 (7.06%) Gradle
3 6 (7.06%) Maven
3 6 (7.06%) Vagrant
4 3 (3.53%) Subversion
5 2 (2.35%) Android Studio
6 1 (1.18%) Bitbucket
6 1 (1.18%) CMake
6 1 (1.18%) Cucumber
6 1 (1.18%) JIRA
6 1 (1.18%) RSpec
6 1 (1.18%) TestRail
General
1 14 (16.47%) Marketing
2 13 (15.29%) Banking
3 4 (4.71%) Finance
4 3 (3.53%) Retail Banking
5 2 (2.35%) Advertising
5 2 (2.35%) Games
5 2 (2.35%) Investment Banking
5 2 (2.35%) Retail
6 1 (1.18%) Law
Job Titles
1 25 (29.41%) Developer
2 11 (12.94%) .NET Developer
3 9 (10.59%) Infrastructure Engineer
4 8 (9.41%) DevOps Engineer
4 8 (9.41%) IT Engineer
4 8 (9.41%) IT Infrastructure Engineer
5 7 (8.24%) Project Manager
5 7 (8.24%) Software Developer
6 6 (7.06%) Analyst
6 6 (7.06%) C# Developer
6 6 (7.06%) Senior Developer
7 5 (5.88%) .NET Software Developer
7 5 (5.88%) C# .NET Developer
7 5 (5.88%) Data Analyst
7 5 (5.88%) Data Engineer
7 5 (5.88%) Senior .NET Developer
7 5 (5.88%) Senior .NET Software Developer
7 5 (5.88%) Senior DevOps
7 5 (5.88%) Senior DevOps Engineer
7 5 (5.88%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 18 (21.18%) .NET
2 13 (15.29%) REST
3 12 (14.12%) ASP.NET
4 10 (11.76%) ASP.NET Web API
5 9 (10.59%) .NET Framework
6 7 (8.24%) Akka
6 7 (8.24%) AngularJS
6 7 (8.24%) CSS
6 7 (8.24%) Entity Framework
6 7 (8.24%) HTML
6 7 (8.24%) Node.js
6 7 (8.24%) RabbitMQ
6 7 (8.24%) React
6 7 (8.24%) WCF
6 7 (8.24%) Web Services
7 6 (7.06%) Vue (Vue.js)
8 5 (5.88%) ASP.NET MVC
8 5 (5.88%) Sass
9 4 (4.71%) LESS
9 4 (4.71%) RESTful
Miscellaneous
1 11 (12.94%) User Experience
2 9 (10.59%) Analytical Skills
2 9 (10.59%) Computer Science
2 9 (10.59%) Virtual Team
3 6 (7.06%) Algorithms
4 4 (4.71%) PMI
5 3 (3.53%) Enterprise Software
5 3 (3.53%) Fintech
5 3 (3.53%) iPhone
5 3 (3.53%) Mobile App
6 2 (2.35%) 3D Graphics
6 2 (2.35%) Augmented Reality
6 2 (2.35%) Blog
7 1 (1.18%) Cloud Native
7 1 (1.18%) CUDA
7 1 (1.18%) Greenfield Project
7 1 (1.18%) N-Tier
Operating Systems
1 16 (18.82%) Linux
2 11 (12.94%) Windows
3 9 (10.59%) Windows Server
3 9 (10.59%) Windows Server 2008
3 9 (10.59%) Windows Server 2012
4 8 (9.41%) Android
5 6 (7.06%) CentOS
5 6 (7.06%) Red Hat Enterprise Linux
5 6 (7.06%) Ubuntu
6 2 (2.35%) Embedded Linux
7 1 (1.18%) Apple iOS
Processes & Methodologies
1 30 (35.29%) Agile Software Development
2 29 (34.12%) Analytics
3 19 (22.35%) DevOps
4 14 (16.47%) Continuous Integration
5 13 (15.29%) Digital Marketing
5 13 (15.29%) Software Engineering
6 11 (12.94%) Change Management
6 11 (12.94%) Information Security
7 10 (11.76%) Business Intelligence
8 9 (10.59%) Application Packaging
8 9 (10.59%) ITIL
8 9 (10.59%) Performance Management
8 9 (10.59%) Root Cause Analysis
8 9 (10.59%) SDLC
8 9 (10.59%) SOLID
8 9 (10.59%) Validation
8 9 (10.59%) Workflow
9 8 (9.41%) Data Analysis
9 8 (9.41%) Microservices
9 8 (9.41%) Multithreading
Programming Languages
1 24 (28.24%) SQL
2 20 (23.53%) C#
3 12 (14.12%) Python
4 11 (12.94%) Java
5 9 (10.59%) PowerShell
6 8 (9.41%) JavaScript
7 7 (8.24%) Ruby
8 6 (7.06%) C++
9 4 (4.71%) ES6
9 4 (4.71%) Objective-C
9 4 (4.71%) PL/SQL
9 4 (4.71%) T-SQL
9 4 (4.71%) TypeScript
10 3 (3.53%) PHP
11 2 (2.35%) Bash Shell
11 2 (2.35%) R
12 1 (1.18%) GLSL
12 1 (1.18%) MATLAB
12 1 (1.18%) Perl
12 1 (1.18%) Scala
Qualifications
1 11 (12.94%) Degree
2 9 (10.59%) MCSE
2 9 (10.59%) Microsoft Certification
3 6 (7.06%) Security Cleared
4 4 (4.71%) PMI Certification
5 3 (3.53%) PMP
6 2 (2.35%) Computer Science Degree
Quality Assurance & Compliance
1 1 (1.18%) QA
System Software
1 10 (11.76%) Docker
2 9 (10.59%) Hyper-V
2 9 (10.59%) Microsoft App-V
2 9 (10.59%) VMware ESXi
2 9 (10.59%) XenApp
2 9 (10.59%) XenDesktop
3 8 (9.41%) Active Directory
4 5 (5.88%) Virtual Machines
Systems Management
1 10 (11.76%) Opscode Chef
1 10 (11.76%) Puppet
2 9 (10.59%) SCCM
2 9 (10.59%) SCOM
3 7 (8.24%) Ansible
4 6 (7.06%) Kubernetes
4 6 (7.06%) Packer
5 3 (3.53%) Grafana
6 1 (1.18%) Kibana
6 1 (1.18%) logstash
Vendors
1 17 (20.00%) Microsoft
2 9 (10.59%) Cisco
2 9 (10.59%) Citrix
2 9 (10.59%) SolarWinds
2 9 (10.59%) VMware
3 4 (4.71%) Epicor
3 4 (4.71%) Oracle
3 4 (4.71%) Sage
3 4 (4.71%) Salesforce.com
3 4 (4.71%) SAP
4 3 (3.53%) Intel
4 3 (3.53%) Tableau
5 2 (2.35%) HubSpot
5 2 (2.35%) Marketo
6 1 (1.18%) Canon
6 1 (1.18%) IBM
6 1 (1.18%) Mapbox
6 1 (1.18%) Omniture
6 1 (1.18%) Sony
6 1 (1.18%) Xamarin