Period
to 20 November 2017

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 20 November 2017 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
20 Nov 2017
Same period 2016 Same period 2015
Rank 106 122 122
Rank change year-on-year +16 0 -6
Permanent jobs citing Google 41 16 42
As % of all permanent IT jobs advertised in Edinburgh 1.52% 0.70% 1.37%
As % of the Vendors category 3.90% 1.68% 3.57%
Number of salaries quoted 32 11 26
Edinburgh median annual salary £57,500 £41,421 £42,000
Median salary % change year-on-year +38.82% -1.38% +5.00%
10th Percentile £37,875 £37,250 £30,500
90th Percentile £72,500 £55,000 £60,750
Scotland median annual salary £55,000 £45,000 £40,000
% change year-on-year +22.22% +12.50% -

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 1052 954 1178
As % of all permanent IT jobs advertised in Edinburgh 38.88% 41.73% 38.48%
Number of salaries quoted 617 604 761
Edinburgh median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% +6.25%
10th Percentile £27,500 £29,295 £27,000
90th Percentile £66,250 £73,750 £62,500
Scotland median annual salary £44,000 £42,500 £40,000
% change year-on-year +3.53% +6.25% -

Google
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Google in Edinburgh

Google
Salary Trend in Edinburgh

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

Salary trend for Google in Edinburgh

Google
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Google in Edinburgh over the 6 months to 20 November 2017.

Salary histogram for Google in Edinburgh

For the 6 months to 20 November 2017, 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 Edinburgh region with a requirement for Google.

1 20 (48.78%) Microsoft Azure
2 17 (41.46%) Microsoft
3 15 (36.59%) Citrix
3 15 (36.59%) Cisco
3 15 (36.59%) ITIL
3 15 (36.59%) Windows
3 15 (36.59%) Change Management
3 15 (36.59%) VMware ESXi
3 15 (36.59%) Hyper-V
3 15 (36.59%) XenApp
4 13 (31.71%) XenDesktop
4 13 (31.71%) SolarWinds
4 13 (31.71%) Windows Server 2008
4 13 (31.71%) PowerShell
4 13 (31.71%) Application Packaging
4 13 (31.71%) SCCM
4 13 (31.71%) SCOM
4 13 (31.71%) Performance Management
4 13 (31.71%) Microsoft Certification
4 13 (31.71%) Internet
4 13 (31.71%) Validation
4 13 (31.71%) VMware
4 13 (31.71%) Microsoft App-V
4 13 (31.71%) MCSE
4 13 (31.71%) DHCP
4 13 (31.71%) DNS
4 13 (31.71%) Root Cause Analysis
4 13 (31.71%) Windows Server 2012
4 13 (31.71%) Analytical Skills
4 13 (31.71%) Windows Server

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 5 (12.20%) Apache Spark
2 2 (4.88%) Apache
2 2 (4.88%) Skype for Business
3 1 (2.44%) Elasticsearch
Applications
1 3 (7.32%) Microsoft Project
Business Applications
1 1 (2.44%) Dynamics CRM
Cloud Services
1 20 (48.78%) Microsoft Azure
2 11 (26.83%) Google Cloud Platform
3 9 (21.95%) Amazon AWS
4 6 (14.63%) Google Analytics
5 3 (7.32%) Amazon EMR
6 2 (4.88%) Office 365
7 1 (2.44%) Amazon EC2
7 1 (2.44%) Amazon S3
7 1 (2.44%) AWS CloudFormation
7 1 (2.44%) AWS Lambda
7 1 (2.44%) PaaS
7 1 (2.44%) SaaS
7 1 (2.44%) Serverless
Communications & Networking
1 13 (31.71%) DHCP
1 13 (31.71%) DNS
1 13 (31.71%) Internet
2 2 (4.88%) Skype
Database & Business Intelligence
1 8 (19.51%) Big Data
2 5 (12.20%) Hadoop
3 3 (7.32%) Amazon Redshift
3 3 (7.32%) PostgreSQL
4 2 (4.88%) Apache Hive
4 2 (4.88%) Data Warehouse
4 2 (4.88%) SQL Server Integration Services
5 1 (2.44%) Amazon DynamoDB
5 1 (2.44%) Apache Cassandra
5 1 (2.44%) Couchbase
5 1 (2.44%) Data Mining
5 1 (2.44%) Electronic Patient Records
5 1 (2.44%) MongoDB
5 1 (2.44%) OpenTSDB
5 1 (2.44%) Parquet
Development Applications
1 3 (7.32%) Git (software)
2 2 (4.88%) Android Studio
2 2 (4.88%) Subversion
General
1 6 (14.63%) Banking
2 4 (9.76%) Marketing
3 3 (7.32%) Finance
3 3 (7.32%) Retail Banking
4 2 (4.88%) Advertising
4 2 (4.88%) Investment Banking
4 2 (4.88%) Retail
Job Titles
1 13 (31.71%) Infrastructure Engineer
2 12 (29.27%) IT Engineer
2 12 (29.27%) IT Infrastructure Engineer
3 5 (12.20%) Analyst
3 5 (12.20%) Data Engineer
3 5 (12.20%) Developer
4 4 (9.76%) Data Analyst
5 3 (7.32%) Architect
5 3 (7.32%) Banking Project Manager
5 3 (7.32%) Project Manager
6 2 (4.88%) Embedded Engineer
6 2 (4.88%) Embedded Linux Engineer
6 2 (4.88%) Infrastructure Architect
6 2 (4.88%) Lead Architect
6 2 (4.88%) Linux Engineer
6 2 (4.88%) Marketing Analyst
6 2 (4.88%) Retail Banking Project Manager
6 2 (4.88%) Senior Manager
6 2 (4.88%) Senior Project Manager
6 2 (4.88%) Web Specialist
Libraries, Frameworks & Software Standards
1 4 (9.76%) .NET
1 4 (9.76%) CSS
1 4 (9.76%) D3.js
1 4 (9.76%) FusionCharts
1 4 (9.76%) Google Maps API
1 4 (9.76%) HTML
1 4 (9.76%) Leaflet
1 4 (9.76%) OpenLayers
2 2 (4.88%) .NET Framework
2 2 (4.88%) Android SDK
2 2 (4.88%) Node.js
2 2 (4.88%) Pandas
2 2 (4.88%) scikit-learn
3 1 (2.44%) Apache Thrift
3 1 (2.44%) Elastic Stack
3 1 (2.44%) PostGIS
3 1 (2.44%) Protocol Buffers
3 1 (2.44%) React
3 1 (2.44%) Spring Cloud
3 1 (2.44%) Yocto
Miscellaneous
1 13 (31.71%) Analytical Skills
1 13 (31.71%) Virtual Team
2 4 (9.76%) Computer Science
3 3 (7.32%) User Experience
4 2 (4.88%) Data Centre
5 1 (2.44%) 3D Graphics
5 1 (2.44%) Cloud Native
5 1 (2.44%) Enterprise Software
5 1 (2.44%) Fintech
5 1 (2.44%) Greenfield Project
5 1 (2.44%) N-Tier
5 1 (2.44%) Smart City
Operating Systems
1 15 (36.59%) Windows
2 13 (31.71%) Windows Server
2 13 (31.71%) Windows Server 2008
2 13 (31.71%) Windows Server 2012
3 7 (17.07%) Linux
4 2 (4.88%) Android
4 2 (4.88%) Embedded Linux
Processes & Methodologies
1 15 (36.59%) Change Management
1 15 (36.59%) ITIL
2 13 (31.71%) Application Packaging
2 13 (31.71%) Performance Management
2 13 (31.71%) Root Cause Analysis
2 13 (31.71%) Validation
3 12 (29.27%) Analytics
4 8 (19.51%) Agile Software Development
5 7 (17.07%) Data Analysis
5 7 (17.07%) Data Modelling
6 6 (14.63%) Dashboard Development
7 4 (9.76%) Data Visualisation
7 4 (9.76%) Digital Marketing
7 4 (9.76%) Image Processing
7 4 (9.76%) OO
7 4 (9.76%) Visual Analytics
7 4 (9.76%) Visualisation
8 3 (7.32%) Data Mapping
8 3 (7.32%) Project Planning
8 3 (7.32%) Software Engineering
Programming Languages
1 13 (31.71%) PowerShell
2 7 (17.07%) SQL
3 5 (12.20%) JavaScript
4 3 (7.32%) C#
4 3 (7.32%) Python
5 2 (4.88%) C++
5 2 (4.88%) Java
5 2 (4.88%) PHP
5 2 (4.88%) R
6 1 (2.44%) GLSL
6 1 (2.44%) Scala
Qualifications
1 13 (31.71%) MCSE
1 13 (31.71%) Microsoft Certification
2 5 (12.20%) Degree
3 3 (7.32%) PMP
4 2 (4.88%) CISSP
5 1 (2.44%) Computer Science Degree
System Software
1 15 (36.59%) Hyper-V
1 15 (36.59%) VMware ESXi
1 15 (36.59%) XenApp
2 13 (31.71%) Microsoft App-V
2 13 (31.71%) XenDesktop
3 12 (29.27%) Active Directory
Systems Management
1 13 (31.71%) SCCM
1 13 (31.71%) SCOM
2 4 (9.76%) Grafana
3 3 (7.32%) Ansible
4 2 (4.88%) Opscode Chef
4 2 (4.88%) Puppet
5 1 (2.44%) Kibana
5 1 (2.44%) logstash
Vendors
1 17 (41.46%) Microsoft
2 15 (36.59%) Cisco
2 15 (36.59%) Citrix
3 13 (31.71%) SolarWinds
3 13 (31.71%) VMware
4 4 (9.76%) Tableau
5 3 (7.32%) Intel
6 2 (4.88%) CA
6 2 (4.88%) Symantec
6 2 (4.88%) Varonis
7 1 (2.44%) Canon
7 1 (2.44%) IBM
7 1 (2.44%) Sony