Period
to 19 November 2019

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Microservices skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Microservices over the 6 months to 19 November 2019 with a comparison to the same period in the previous 2 years.

Microservices
Scotland > Glasgow
6 months to
19 Nov 2019
Same period 2018 Same period 2017
Rank 22 59 88
Rank change year-on-year +37 +29 +15
Permanent jobs citing Microservices 171 109 65
As % of all permanent IT jobs advertised in Glasgow 9.57% 5.17% 2.85%
As % of the Processes & Methodologies category 10.18% 5.49% 3.06%
Number of salaries quoted 137 69 37
Glasgow median annual salary £50,000 £47,500 £60,000
Median salary % change year-on-year +5.26% -20.83% +21.83%
10th Percentile £32,950 £32,500 £36,000
90th Percentile £72,500 £63,000 £77,000
Scotland median annual salary £50,000 £55,000 £55,000
% change year-on-year -9.09% - +18.28%

Microservices is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 1,679 1,985 2,123
As % of all permanent IT jobs advertised in Glasgow 94.01% 94.08% 93.03%
Number of salaries quoted 1,144 1,431 1,359
Glasgow median annual salary £45,000 £47,500 £47,500
Median salary % change year-on-year -5.26% - +11.76%
10th Percentile £31,250 £31,250 £31,500
90th Percentile £65,000 £65,000 £67,500
Scotland median annual salary £45,000 £45,000 £44,705
% change year-on-year - +0.66% +2.77%

Microservices
Job Vacancy Trend in Glasgow

Job postings citing Microservices as a percentage of all IT jobs advertised in Glasgow.

Job vacancy trend for Microservices in Glasgow

Microservices
Salary Trend in Glasgow

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

Salary trend for Microservices in Glasgow

Microservices
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Microservices in Glasgow over the 6 months to 19 November 2019.

Salary histogram for Microservices in Glasgow

For the 6 months to 19 November 2019, IT jobs citing Microservices 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 Microservices.

1 105 (61.40%) Agile Software Development
2 89 (52.05%) .NET
3 86 (50.29%) C#
4 80 (46.78%) JavaScript
5 55 (32.16%) Azure
6 52 (30.41%) SQL
6 52 (30.41%) .NET Core
7 51 (29.82%) ASP.NET
8 49 (28.65%) AngularJS
9 39 (22.81%) MVC
10 37 (21.64%) Java
11 36 (21.05%) Finance
11 36 (21.05%) Docker
12 34 (19.88%) Enterprise Software
13 33 (19.30%) Scrum
13 33 (19.30%) React
14 32 (18.71%) HTML
15 31 (18.13%) CSS
16 30 (17.54%) Greenfield Project
17 28 (16.37%) SQL Server
18 27 (15.79%) ASP.NET Web API
19 26 (15.20%) Mentoring
19 26 (15.20%) Git (software)
19 26 (15.20%) Python
20 25 (14.62%) Kubernetes
20 25 (14.62%) ASP.NET MVC
21 24 (14.04%) Spring
22 22 (12.87%) TDD
22 22 (12.87%) Software Engineering
23 21 (12.28%) DevOps

Microservices
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 8 (4.68%) Umbraco
2 7 (4.09%) Apache Spark
3 2 (1.17%) Elasticsearch
3 2 (1.17%) WebSphere
4 1 (0.58%) nginx
Applications
1 1 (0.58%) Adobe Illustrator
1 1 (0.58%) Photoshop
Business Applications
1 1 (0.58%) Magento
Cloud Services
1 55 (32.16%) Azure
2 19 (11.11%) AWS
3 6 (3.51%) Cloud Computing
4 5 (2.92%) GCP
5 4 (2.34%) Amazon SQS
5 4 (2.34%) AWS Lambda
5 4 (2.34%) Serverless
6 2 (1.17%) IaaS
6 2 (1.17%) OpenShift
6 2 (1.17%) PaaS
7 1 (0.58%) AWS CloudFormation
7 1 (0.58%) GitHub
7 1 (0.58%) SaaS
Communications & Networking
1 3 (1.75%) HTTP
1 3 (1.75%) HTTPS
1 3 (1.75%) SSL
2 2 (1.17%) Firewall
2 2 (1.17%) Internet
2 2 (1.17%) Kerberos
2 2 (1.17%) VPN
Database & Business Intelligence
1 28 (16.37%) SQL Server
2 17 (9.94%) PostgreSQL
3 16 (9.36%) MySQL
3 16 (9.36%) Text Mining
4 7 (4.09%) DB2
4 7 (4.09%) NoSQL
4 7 (4.09%) Relational Database
5 5 (2.92%) MongoDB
6 4 (2.34%) Cosmos DB
7 3 (1.75%) Big Data
8 2 (1.17%) Apache Hive
8 2 (1.17%) Azure SQL Database
8 2 (1.17%) Hadoop
8 2 (1.17%) HBase
8 2 (1.17%) KDB
8 2 (1.17%) Kdb+
8 2 (1.17%) Sqoop
9 1 (0.58%) Data Warehouse
9 1 (0.58%) MariaDB
9 1 (0.58%) Neo4j
Development Applications
1 26 (15.20%) Git (software)
2 12 (7.02%) NUnit
3 7 (4.09%) Cucumber
3 7 (4.09%) Jenkins
4 5 (2.92%) JIRA
5 4 (2.34%) Visual Studio
6 3 (1.75%) Gradle
6 3 (1.75%) TeamCity
6 3 (1.75%) Visual Studio Team System
7 2 (1.17%) Eclipse
7 2 (1.17%) Flyway
7 2 (1.17%) Subversion
8 1 (0.58%) Jasmine
8 1 (0.58%) JUnit
8 1 (0.58%) Karma Test Runner
8 1 (0.58%) Maven
8 1 (0.58%) Moq
8 1 (0.58%) Protractor
8 1 (0.58%) Selenium
8 1 (0.58%) SoapUI
General
1 36 (21.05%) Finance
2 17 (9.94%) Public Sector
3 2 (1.17%) Games
3 2 (1.17%) General Ledger
4 1 (0.58%) Automotive
4 1 (0.58%) Electronics
4 1 (0.58%) Legal
4 1 (0.58%) Manufacturing
4 1 (0.58%) Marketing
4 1 (0.58%) Retail
4 1 (0.58%) Telecoms
Job Titles
1 141 (82.46%) Developer
2 66 (38.60%) .NET Developer
3 44 (25.73%) Senior Developer
4 38 (22.22%) C# Developer
5 26 (15.20%) C# .NET Developer
6 21 (12.28%) Java Developer
7 15 (8.77%) Azure Developer
8 14 (8.19%) Software Developer
9 13 (7.60%) Python Developer
9 13 (7.60%) Senior Python Developer
10 12 (7.02%) Senior C# Developer
10 12 (7.02%) Software Engineer
11 10 (5.85%) .NET Software Developer
11 10 (5.85%) Angular Developer
12 8 (4.68%) C# Software Engineer
13 7 (4.09%) .NET Software Engineer
13 7 (4.09%) Technical Leader
14 6 (3.51%) iOS Developer
14 6 (3.51%) React Developer
14 6 (3.51%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 89 (52.05%) .NET
2 52 (30.41%) .NET Core
3 51 (29.82%) ASP.NET
4 49 (28.65%) AngularJS
5 33 (19.30%) React
6 32 (18.71%) HTML
7 31 (18.13%) CSS
8 27 (15.79%) ASP.NET Web API
9 25 (14.62%) ASP.NET MVC
10 24 (14.04%) Spring
11 20 (11.70%) Web Services
12 16 (9.36%) Natural Language Processing
12 16 (9.36%) REST
13 14 (8.19%) HTML5
13 14 (8.19%) RESTful
14 13 (7.60%) Vue.js
15 12 (7.02%) jQuery
15 12 (7.02%) Spring Boot
16 10 (5.85%) JSON
17 9 (5.26%) .NET Framework
Miscellaneous
1 34 (19.88%) Enterprise Software
2 30 (17.54%) Greenfield Project
3 13 (7.60%) Analytical Skills
3 13 (7.60%) Mobile App
4 6 (3.51%) User Experience
5 4 (2.34%) Cloud Native
5 4 (2.34%) Smart Meter
6 2 (1.17%) Data Centre
6 2 (1.17%) Social Network
7 1 (0.58%) Distributed Denial-of-Service
7 1 (0.58%) Management Information System
7 1 (0.58%) Public Cloud
Operating Systems
1 12 (7.02%) Apple iOS
2 7 (4.09%) Android
2 7 (4.09%) Linux
3 4 (2.34%) Unix
4 2 (1.17%) Windows
4 2 (1.17%) Windows 10
5 1 (0.58%) CentOS
Processes & Methodologies
1 105 (61.40%) Agile Software Development
2 39 (22.81%) MVC
3 33 (19.30%) Scrum
4 26 (15.20%) Mentoring
5 22 (12.87%) Software Engineering
5 22 (12.87%) TDD
6 21 (12.28%) DevOps
6 21 (12.28%) Problem-Solving
7 20 (11.70%) Technical Leadership
7 20 (11.70%) Test Automation
8 17 (9.94%) Kanban
9 16 (9.36%) Data Science
9 16 (9.36%) Low Latency
10 15 (8.77%) Continuous Integration
10 15 (8.77%) Web Development
11 14 (8.19%) Fintech
12 13 (7.60%) BDD
12 13 (7.60%) E-Commerce
13 12 (7.02%) SDLC
14 11 (6.43%) Unit Testing
Programming Languages
1 86 (50.29%) C#
2 80 (46.78%) JavaScript
3 52 (30.41%) SQL
4 37 (21.64%) Java
5 26 (15.20%) Python
6 9 (5.26%) PowerShell
7 8 (4.68%) Ruby
8 7 (4.09%) TypeScript
9 6 (3.51%) Scala
10 4 (2.34%) C++
10 4 (2.34%) R
10 4 (2.34%) Shell Script
10 4 (2.34%) T-SQL
11 3 (1.75%) Java 8
11 3 (1.75%) Perl
12 2 (1.17%) Apple Swift
12 2 (1.17%) Bash Shell
12 2 (1.17%) MATLAB
13 1 (0.58%) Go
13 1 (0.58%) PHP
Qualifications
1 7 (4.09%) Degree
2 5 (2.92%) Computer Science Degree
3 4 (2.34%) OCA
3 4 (2.34%) OCP
3 4 (2.34%) Oracle Certification
3 4 (2.34%) Sun Certification
4 1 (0.58%) MCAD
4 1 (0.58%) MCSD
4 1 (0.58%) MCTS
4 1 (0.58%) Microsoft Certification
4 1 (0.58%) SC Cleared
4 1 (0.58%) Security Cleared
Quality Assurance & Compliance
1 5 (2.92%) QA
2 3 (1.75%) Data Quality
3 1 (0.58%) GDPR
3 1 (0.58%) ISO/IEC 27001
System Software
1 36 (21.05%) Docker
2 2 (1.17%) HDFS
3 1 (0.58%) Tivoli Directory Server
Systems Management
1 25 (14.62%) Kubernetes
2 2 (1.17%) Ambari
2 2 (1.17%) Hadoop YARN
2 2 (1.17%) Oozie
2 2 (1.17%) Single Sign-On
2 2 (1.17%) Terraform
3 1 (0.58%) Ansible
3 1 (0.58%) Istio
3 1 (0.58%) Puppet
3 1 (0.58%) Tivoli
3 1 (0.58%) Tivoli Identity Manager
Vendors
1 9 (5.26%) Microsoft
2 8 (4.68%) Apple
3 7 (4.09%) Oracle
4 5 (2.92%) Adobe
5 3 (1.75%) Google
6 2 (1.17%) Cloudera
6 2 (1.17%) Hortonworks
7 1 (0.58%) IBM
7 1 (0.58%) Okta
7 1 (0.58%) SAP
7 1 (0.58%) Zend