Operational Stability Jobs in Scotland

Operational Stability
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring Operational Stability skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Operational Stability over the 6 months leading up to 20 June 2025, comparing them to the same period in the previous two years.

6 months to
20 Jun 2025
Same period 2024 Same period 2023
Rank 51 10 -
Rank change year-on-year -41 - -
Permanent jobs citing Operational Stability 175 1,593 0
As % of all permanent jobs advertised in Scotland 5.72% 23.11% -
As % of the Processes & Methodologies category 6.35% 26.03% -
Number of salaries quoted 0 4 0
Median annual salary (50th Percentile) - £65,000 -
UK median annual salary £64,000 £62,783 £65,000
% change year-on-year +1.94% -3.41% -10.34%

All Process and Methodology Skills
Scotland

Operational Stability falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Scotland.

Permanent vacancies with a requirement for process or methodology skills 2,757 6,120 4,046
As % of all permanent jobs advertised in Scotland 90.16% 88.77% 95.04%
Number of salaries quoted 1,247 2,608 2,024
10th Percentile £27,500 £28,175 £32,000
25th Percentile £35,000 £40,000 £41,750
Median annual salary (50th Percentile) £51,645 £52,500 £57,500
Median % change year-on-year -1.63% -8.70% +4.55%
75th Percentile £62,500 £65,000 £72,500
90th Percentile £82,500 £80,000 £85,000
UK median annual salary £55,000 £55,000 £60,800
% change year-on-year - -9.54% +1.33%

Operational Stability
Job Vacancy Trend in Scotland

Job postings citing Operational Stability as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Operational Stability in Scotland

Operational Stability
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Operational Stability in Scotland.

Salary trend for Operational Stability in Scotland

Operational Stability
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Operational Stability within the Scotland region over the 6 months to 20 June 2025. 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
Jobs
Glasgow -2 157 - - 43
Edinburgh +39 18 - -
Operational Stability
UK

Operational Stability
Co-occurring Skills and Capabilities in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 25 (14.29%) Apache Spark
2 13 (7.43%) Apache
3 8 (4.57%) Camunda
3 8 (4.57%) Oracle Workflow
4 4 (2.29%) Apache Airflow
4 4 (2.29%) Cloud Foundry
4 4 (2.29%) Tomcat
5 1 (0.57%) CICS
5 1 (0.57%) SharePoint
Cloud Services
1 65 (37.14%) AWS
2 10 (5.71%) Azure
3 7 (4.00%) GitHub
3 7 (4.00%) npm
3 7 (4.00%) Yarn
4 6 (3.43%) Amazon EKS
4 6 (3.43%) Amazon S3
5 5 (2.86%) GCP
5 5 (2.86%) Microsoft 365
6 4 (2.29%) Snowflake
7 3 (1.71%) BlazeMeter
7 3 (1.71%) Dagster
7 3 (1.71%) GitHub Copilot
7 3 (1.71%) Prefect
8 2 (1.14%) Amazon EC2
8 2 (1.14%) AWS Lambda
8 2 (1.14%) Serverless
9 1 (0.57%) Amazon SQS
9 1 (0.57%) Cloud Computing
9 1 (0.57%) SaaS
Communications & Networking
1 2 (1.14%) Software-Defined Networking
2 1 (0.57%) Firewall
2 1 (0.57%) FTP
2 1 (0.57%) Internet
2 1 (0.57%) LAN
2 1 (0.57%) PuTTY
2 1 (0.57%) SSL
2 1 (0.57%) WAN
Database & Business Intelligence
1 27 (15.43%) NoSQL
2 25 (14.29%) Big Data
3 12 (6.86%) Apache Cassandra
3 12 (6.86%) KDB
3 12 (6.86%) Kdb+
3 12 (6.86%) Relational Database
4 9 (5.14%) Amazon Athena
4 9 (5.14%) Amazon Redshift
4 9 (5.14%) Apache Hive
4 9 (5.14%) Apache Iceberg
4 9 (5.14%) PostgreSQL
5 8 (4.57%) Hadoop
6 7 (4.00%) Oracle Database
7 6 (3.43%) DynamoDB
8 5 (2.86%) Apache Hudi
8 5 (2.86%) HBase
8 5 (2.86%) Parquet
9 4 (2.29%) Elasticsearch
9 4 (2.29%) MongoDB
9 4 (2.29%) Redshift Spectrum
Development Applications
1 16 (9.14%) JUnit
2 8 (4.57%) webpack
3 7 (4.00%) Cypress.io
3 7 (4.00%) Vite
4 6 (3.43%) Jenkins
4 6 (3.43%) Maven
5 5 (2.86%) Gradle
5 5 (2.86%) JIRA
6 1 (0.57%) Ant
6 1 (0.57%) Git
6 1 (0.57%) IntelliJ
6 1 (0.57%) Jasmine
6 1 (0.57%) Karma Test Runner
6 1 (0.57%) Protractor
6 1 (0.57%) Selenium
6 1 (0.57%) WebDriver
General
1 159 (90.86%) Finance
2 157 (89.71%) Inclusion and Diversity
3 154 (88.00%) Law
4 74 (42.29%) Banking
5 71 (40.57%) Marketing
6 24 (13.71%) Analytical Skills
7 17 (9.71%) Legal
8 14 (8.00%) Social Skills
9 12 (6.86%) Investment Banking
10 8 (4.57%) Private Banking
11 4 (2.29%) Front Office
11 4 (2.29%) Publishing
Job Titles
1 154 (88.00%) Software Engineer
2 81 (46.29%) Java Engineer
2 81 (46.29%) Java Software Engineer
3 51 (29.14%) Lead
4 45 (25.71%) Lead Software Engineer
5 43 (24.57%) Full-Stack Engineer
5 43 (24.57%) Full-Stack Software Engineer
6 32 (18.29%) Python Engineer
6 32 (18.29%) Python Software Engineer
7 20 (11.43%) Lead Java Engineer
8 13 (7.43%) Developer
9 12 (6.86%) Java Developer
10 10 (5.71%) Analyst
10 10 (5.71%) Developer/Software Engineer
10 10 (5.71%) Full-Stack Developer
10 10 (5.71%) Full-Stack Java Developer
10 10 (5.71%) Software Developer
11 9 (5.14%) AWS Engineer
11 9 (5.14%) AWS Software Engineer
11 9 (5.14%) Senior
Libraries, Frameworks & Software Standards
1 80 (45.71%) Spring
2 53 (30.29%) React
3 49 (28.00%) Kafka
4 42 (24.00%) Spring Boot
5 26 (14.86%) AngularJS
6 21 (12.00%) REST
7 16 (9.14%) RESTful
8 14 (8.00%) PySpark
9 13 (7.43%) Web Services
10 11 (6.29%) CSS
11 9 (5.14%) JPA
11 9 (5.14%) Pandas
12 8 (4.57%) FIX Protocol
12 8 (4.57%) HTML
12 8 (4.57%) JDBC
12 8 (4.57%) OpenAPI
12 8 (4.57%) Swagger
12 8 (4.57%) WSDL
13 7 (4.00%) Jest
14 5 (2.86%) J2EE
Miscellaneous
1 70 (40.00%) Algorithms
2 44 (25.14%) Cloud Native
3 11 (6.29%) Reference Data
4 8 (4.57%) Derivative
4 8 (4.57%) Fixed Income
4 8 (4.57%) Public Cloud
5 5 (2.86%) Distributed Systems
5 5 (2.86%) Legacy Systems
6 4 (2.29%) Credit Risk
6 4 (2.29%) Distributed Applications
6 4 (2.29%) Enterprise Software
6 4 (2.29%) Foreign Exchange (FX)
6 4 (2.29%) Mainframe
6 4 (2.29%) Onboarding
6 4 (2.29%) Product Ownership
7 1 (0.57%) Clustering
7 1 (0.57%) CMDB
7 1 (0.57%) Data Structures
7 1 (0.57%) iSeries
Operating Systems
1 7 (4.00%) Unix
2 4 (2.29%) zOS
3 2 (1.14%) Apple iOS
3 2 (1.14%) Linux
4 1 (0.57%) Red Hat Enterprise Linux
4 1 (0.57%) Solaris
4 1 (0.57%) Windows
Processes & Methodologies
1 170 (97.14%) Agile
2 156 (89.14%) Software Engineering
3 144 (82.29%) SDLC
4 140 (80.00%) CI/CD
5 107 (61.14%) Artificial Intelligence
5 107 (61.14%) Machine Learning
6 96 (54.86%) Community of Practice
7 74 (42.29%) Visualisation
8 61 (34.86%) Continuous Improvement
9 53 (30.29%) Decision-Making
10 48 (27.43%) Full-Stack Development
11 35 (20.00%) Problem-Solving
12 30 (17.14%) Continuous Delivery
13 26 (14.86%) Architectural Design
13 26 (14.86%) Information Architecture
14 25 (14.29%) Risk Management
15 23 (13.14%) DevOps
16 22 (12.57%) Data Engineering
17 18 (10.29%) Roadmaps
17 18 (10.29%) Stakeholder Management
Programming Languages
1 116 (66.29%) Java
2 60 (34.29%) SQL
3 55 (31.43%) Python
4 26 (14.86%) TypeScript
5 23 (13.14%) JavaScript
6 9 (5.14%) C#
7 8 (4.57%) PL/SQL
8 4 (2.29%) Scala
8 4 (2.29%) T-SQL
9 2 (1.14%) Swift
10 1 (0.57%) C
10 1 (0.57%) C++
10 1 (0.57%) Objective-C
Qualifications
1 1 (0.57%) AWS Certification
1 1 (0.57%) CCNA
1 1 (0.57%) Cisco Certification
1 1 (0.57%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 9 (5.14%) Sarbanes-Oxley
2 8 (4.57%) Data Quality
3 1 (0.57%) SLA
System Software
1 8 (4.57%) Docker
2 5 (2.86%) HDFS
3 2 (1.14%) RACF
4 1 (0.57%) VMware NSX
Systems Management
1 36 (20.57%) Kubernetes
2 18 (10.29%) Terraform
3 12 (6.86%) Grafana
4 4 (2.29%) Ansible
4 4 (2.29%) ITRS Geneos
4 4 (2.29%) Netcool
4 4 (2.29%) Netcool/OMNIbus
4 4 (2.29%) Tivoli
Vendors
1 36 (20.57%) Oracle
2 20 (11.43%) Splunk
3 19 (10.86%) Dynatrace
4 14 (8.00%) Databricks
5 13 (7.43%) ServiceNow
6 5 (2.86%) Cloudera
6 5 (2.86%) IBM
6 5 (2.86%) Microsoft
7 3 (1.71%) Murex
8 2 (1.14%) Cisco
8 2 (1.14%) F5
8 2 (1.14%) Fortinet
9 1 (0.57%) Google
9 1 (0.57%) LogicMonitor
9 1 (0.57%) Red Hat
9 1 (0.57%) SolarWinds
9 1 (0.57%) Sybase
9 1 (0.57%) VMware