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 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 10 - 261
Rank change year-on-year - - -69
Permanent jobs citing Operational Stability 1,630 0 5
As % of all permanent jobs advertised in Scotland 23.83% - 0.079%
As % of the Processes & Methodologies category 26.66% - 0.086%
Number of salaries quoted 4 0 3
10th Percentile - - £53,000
25th Percentile £62,500 - £57,500
Median annual salary (50th Percentile) £65,000 - £70,000
75th Percentile £67,500 - £75,000
90th Percentile - - -
UK median annual salary £62,783 £63,750 £70,000
% change year-on-year -1.52% -8.93% -

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 6,115 4,054 5,784
As % of all permanent jobs advertised in Scotland 89.41% 94.68% 91.27%
Number of salaries quoted 2,571 2,031 2,895
10th Percentile £28,250 £32,000 £31,250
25th Percentile £40,000 £41,750 £41,250
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% +12.24%
75th Percentile £65,000 £72,500 £70,000
90th Percentile £80,000 £85,000 £83,000
UK median annual salary £55,000 £60,899 £60,000
% change year-on-year -9.69% +1.50% +9.09%

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 12 June 2024. 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 - 1,626 - - 5
Edinburgh - 4 £65,000 -
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
1 407 (24.97%) Apache Spark
2 104 (6.38%) Apache Airflow
3 92 (5.64%) Apache
4 53 (3.25%) FileNet
5 21 (1.29%) GemFire
6 17 (1.04%) Cloud Foundry
7 12 (0.74%) Camunda
8 11 (0.67%) CICS
9 6 (0.37%) Microsoft Exchange
10 5 (0.31%) Confluence
10 5 (0.31%) Tomcat
11 1 (0.061%) Tuxedo
Cloud Services
1 852 (52.27%) AWS
2 98 (6.01%) Datadog
3 86 (5.28%) Azure
4 73 (4.48%) GCP
5 53 (3.25%) Amazon S3
6 52 (3.19%) Amazon CloudWatch
6 52 (3.19%) Amazon EKS
7 45 (2.76%) Amazon ECS
8 42 (2.58%) Amazon EC2
8 42 (2.58%) Amazon EMR
8 42 (2.58%) Amazon SQS
8 42 (2.58%) AWS Lambda
8 42 (2.58%) Serverless
9 39 (2.39%) BlazeMeter
10 34 (2.09%) Cloud Computing
11 25 (1.53%) Google Play
12 7 (0.43%) Amazon Bedrock
12 7 (0.43%) Amazon MSK
12 7 (0.43%) Amazon SageMaker
13 6 (0.37%) Entra ID
Communications & Networking
1 82 (5.03%) Kerberos
2 10 (0.61%) DSL
Database & Business Intelligence
1 437 (26.81%) NoSQL
2 317 (19.45%) Big Data
3 154 (9.45%) Hadoop
4 105 (6.44%) Apache Hive
5 104 (6.38%) Apache Cassandra
6 86 (5.28%) HBase
7 78 (4.79%) Elasticsearch
8 65 (3.99%) Metadata
9 64 (3.93%) MongoDB
9 64 (3.93%) Relational Database
10 53 (3.25%) Data Lake
11 42 (2.58%) Electronic Patient Records
12 39 (2.39%) Qlik Sense
13 38 (2.33%) CockroachDB
14 21 (1.29%) DB2
14 21 (1.29%) Hazelcast
15 17 (1.04%) Amazon Aurora
16 14 (0.86%) Impala
17 13 (0.80%) MySQL
18 12 (0.74%) Tableau
Development Applications
1 177 (10.86%) Jenkins
2 162 (9.94%) Git
3 156 (9.57%) JUnit
4 79 (4.85%) Bitbucket Server
5 69 (4.23%) Cypress.io
6 65 (3.99%) Artifactory
6 65 (3.99%) Bitbucket
7 61 (3.74%) Selenium
8 60 (3.68%) Jasmine
8 60 (3.68%) Karma Test Runner
8 60 (3.68%) Protractor
8 60 (3.68%) WebDriver
9 41 (2.52%) Maven
10 28 (1.72%) JMeter
11 25 (1.53%) Android Studio
12 22 (1.35%) Gradle
13 21 (1.29%) Jaeger
14 14 (0.86%) JIRA
15 12 (0.74%) CircleCI
15 12 (0.74%) Travis CI
General
1 1,630 (100.00%) Finance
2 1,626 (99.75%) Inclusion and Diversity
2 1,626 (99.75%) Law
3 829 (50.86%) Marketing
4 461 (28.28%) Legal
5 297 (18.22%) Banking
6 253 (15.52%) Investment Banking
7 100 (6.13%) Influencing Skills
8 89 (5.46%) Social Skills
9 53 (3.25%) Financial Institution
10 44 (2.70%) Private Banking
11 28 (1.72%) Presentation Skills
12 27 (1.66%) Games
13 22 (1.35%) Prime Brokerage
14 19 (1.17%) Analytical Skills
15 18 (1.10%) Front Office
Job Titles
1 1,541 (94.54%) Software Engineer
2 581 (35.64%) Lead
3 577 (35.40%) Java Engineer
3 577 (35.40%) Java Software Engineer
4 574 (35.21%) Lead Software Engineer
5 298 (18.28%) Python Engineer
5 298 (18.28%) Python Software Engineer
6 297 (18.22%) Big Data Engineer
6 297 (18.22%) Big Data Software Engineer
7 254 (15.58%) AWS Engineer
7 254 (15.58%) AWS Software Engineer
8 232 (14.23%) Full Stack Engineer
8 232 (14.23%) Full Stack Software Engineer
9 231 (14.17%) Lead Java Engineer
10 194 (11.90%) Senior
11 192 (11.78%) Scala Engineer
11 192 (11.78%) Scala Software Engineer
12 175 (10.74%) Data Engineer
13 171 (10.49%) Senior Software Engineer
14 130 (7.98%) Lead Big Data Engineer
Libraries, Frameworks & Software Standards
1 406 (24.91%) Spring
2 316 (19.39%) React
3 257 (15.77%) Kafka
4 250 (15.34%) AngularJS
5 202 (12.39%) JSON
6 185 (11.35%) J2EE
7 173 (10.61%) CSS
7 173 (10.61%) HTML
8 163 (10.00%) JMS
9 162 (9.94%) PySpark
10 148 (9.08%) Spring Boot
11 147 (9.02%) Node.js
12 146 (8.96%) Hibernate
13 138 (8.47%) jQuery
14 132 (8.10%) Twitter Bootstrap
15 127 (7.79%) Web Services
16 111 (6.81%) RESTful
17 101 (6.20%) XML
18 93 (5.71%) OpenTelemetry
19 78 (4.79%) GraphQL
Miscellaneous
1 596 (36.56%) Algorithms
2 535 (32.82%) Cloud Native
3 181 (11.10%) Public Cloud
4 112 (6.87%) Reference Data
5 109 (6.69%) Management Information System
6 104 (6.38%) Onboarding
7 84 (5.15%) Data Structures
8 65 (3.99%) Enterprise Cloud
9 54 (3.31%) Product Ownership
10 50 (3.07%) Credit Risk
11 27 (1.66%) Market Risk
12 21 (1.29%) Foreign Exchange (FX)
12 21 (1.29%) Replication
13 20 (1.23%) Distributed Systems
14 11 (0.67%) Mainframe
14 11 (0.67%) VSAM
15 8 (0.49%) Distributed Computing
16 6 (0.37%) Private Cloud
17 4 (0.25%) Enterprise Software
18 1 (0.061%) Distributed Applications
Operating Systems
1 109 (6.69%) Unix
2 44 (2.70%) Linux
3 25 (1.53%) Android
Processes & Methodologies
1 1,609 (98.71%) Software Engineering
2 1,534 (94.11%) Agile
3 1,510 (92.64%) SDLC
4 1,377 (84.48%) CI/CD
5 1,077 (66.07%) Community of Practice
6 1,071 (65.71%) Artificial Intelligence
7 1,052 (64.54%) Machine Learning
8 608 (37.30%) Visualisation
9 606 (37.18%) Continuous Improvement
10 488 (29.94%) Risk Management
11 366 (22.45%) Decision-Making
12 359 (22.02%) Architectural Design
13 341 (20.92%) Information Architecture
14 306 (18.77%) Microservices
15 300 (18.40%) Continuous Delivery
16 250 (15.34%) Full Stack Development
17 218 (13.37%) Problem-Solving
18 193 (11.84%) Test Automation
19 181 (11.10%) TDD
20 154 (9.45%) Performance Tuning
Programming Languages
1 1,076 (66.01%) Java
2 637 (39.08%) Python
3 629 (38.59%) SQL
4 240 (14.72%) JavaScript
5 217 (13.31%) Scala
6 177 (10.86%) TypeScript
7 91 (5.58%) PL/SQL
8 74 (4.54%) Go
9 65 (3.99%) Prolog
9 65 (3.99%) SPARQL
10 27 (1.66%) Kotlin
11 24 (1.47%) C#
12 22 (1.35%) Groovy
13 12 (0.74%) Ruby
14 11 (0.67%) COBOL
14 11 (0.67%) JCL
15 6 (0.37%) T-SQL
16 5 (0.31%) Shell Script
Qualifications
1 13 (0.80%) Degree
2 12 (0.74%) AWS Certification
3 8 (0.49%) Computer Science Degree
Quality Assurance & Compliance
1 41 (2.52%) SLA
2 36 (2.21%) Accessibility
3 26 (1.60%) Data Quality
4 12 (0.74%) PMO
5 9 (0.55%) QA
System Software
1 86 (5.28%) HDFS
2 65 (3.99%) Active Directory
3 26 (1.60%) Docker
4 11 (0.67%) Time Sharing Option
5 2 (0.12%) Apache ZooKeeper
Systems Management
1 199 (12.21%) Kubernetes
2 189 (11.60%) Terraform
3 136 (8.34%) Grafana
4 60 (3.68%) Prometheus
5 21 (1.29%) HAProxy
5 21 (1.29%) ITRS Geneos
5 21 (1.29%) Kibana
5 21 (1.29%) Zipkin
6 7 (0.43%) Graphite
Vendors
1 226 (13.87%) Oracle
2 201 (12.33%) Databricks
3 147 (9.02%) Splunk
4 132 (8.10%) Dynatrace
5 79 (4.85%) Informatica
6 56 (3.44%) Cloudera
7 49 (3.01%) Alteryx
8 47 (2.88%) Google
9 18 (1.10%) SaltStack
10 12 (0.74%) Atlassian
10 12 (0.74%) Microsoft
10 12 (0.74%) Pega
11 10 (0.61%) Cognos
11 10 (0.61%) Sybase
12 9 (0.55%) TOWER Software
13 4 (0.25%) ServiceNow
14 2 (0.12%) IBM