Operational Stability Jobs in Scotland

Operational Stability
UK > Scotland

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Operational Stability skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Operational Stability over the 6 months to 28 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 Apr 2024
Same period 2023 Same period 2022
Rank 10 - 229
Rank change year-on-year - - -
Permanent jobs citing Operational Stability 1,867 0 8
As % of all permanent jobs advertised in Scotland 27.80% - 0.14%
As % of the Processes & Methodologies category 29.93% - 0.15%
Number of salaries quoted 4 0 6
10th Percentile - - -
25th Percentile £62,500 - £42,500
Median annual salary (50th Percentile) £65,000 - £45,000
75th Percentile £67,500 - £68,125
90th Percentile - - £75,000
UK median annual salary £62,783 £48,250 £68,750
% change year-on-year +30.12% -29.82% +5.77%

All Process and Methodology Skills
Scotland

Operational Stability 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 Scotland with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 6,238 4,437 5,207
As % of all permanent jobs advertised in Scotland 92.87% 94.24% 91.02%
Number of salaries quoted 2,418 2,226 2,788
10th Percentile £28,750 £32,369 £30,000
25th Percentile £40,125 £41,750 £40,000
Median annual salary (50th Percentile) £52,500 £57,577 £52,500
Median % change year-on-year -8.82% +9.67% +5.00%
75th Percentile £65,000 £75,000 £66,250
90th Percentile £80,000 £85,000 £81,250
UK median annual salary £55,000 £61,500 £60,000
% change year-on-year -10.57% +2.50% +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 28 April 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 - 1,863 - - 3
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
1 492 (26.35%) Apache Spark
2 117 (6.27%) Apache Airflow
3 116 (6.21%) Apache
4 52 (2.79%) FileNet
5 21 (1.12%) GemFire
6 20 (1.07%) Camunda
7 17 (0.91%) Cloud Foundry
8 11 (0.59%) CICS
9 7 (0.37%) Microsoft Exchange
10 5 (0.27%) Confluence
10 5 (0.27%) Tomcat
11 1 (0.054%) Tuxedo
Cloud Services
1 1,023 (54.79%) AWS
2 113 (6.05%) Azure
3 99 (5.30%) GCP
4 98 (5.25%) Datadog
5 70 (3.75%) Amazon EKS
6 54 (2.89%) Amazon ECS
7 53 (2.84%) Amazon CloudWatch
8 52 (2.79%) Amazon S3
9 51 (2.73%) Amazon EC2
9 51 (2.73%) Amazon EMR
9 51 (2.73%) Amazon SQS
9 51 (2.73%) AWS Lambda
9 51 (2.73%) Serverless
10 42 (2.25%) Cloud Computing
11 41 (2.20%) BlazeMeter
12 24 (1.29%) Google Play
13 7 (0.37%) Amazon MSK
13 7 (0.37%) Amazon SageMaker
14 6 (0.32%) ChatGPT
14 6 (0.32%) Entra ID
Communications & Networking
1 82 (4.39%) Kerberos
2 18 (0.96%) DSL
Database & Business Intelligence
1 509 (27.26%) NoSQL
2 397 (21.26%) Big Data
3 190 (10.18%) Hadoop
4 131 (7.02%) Apache Hive
5 106 (5.68%) Apache Cassandra
6 102 (5.46%) HBase
7 91 (4.87%) MongoDB
8 90 (4.82%) Relational Database
9 84 (4.50%) Elasticsearch
10 65 (3.48%) Metadata
11 59 (3.16%) Data Lake
12 51 (2.73%) Electronic Patient Records
13 38 (2.04%) CockroachDB
14 37 (1.98%) Qlik Sense
15 29 (1.55%) DB2
16 21 (1.12%) Hazelcast
17 20 (1.07%) Looker
18 19 (1.02%) Tableau
19 17 (0.91%) Amazon Aurora
20 16 (0.86%) Impala
Development Applications
1 201 (10.77%) Jenkins
2 170 (9.11%) Git
3 158 (8.46%) JUnit
4 86 (4.61%) Bitbucket Server
5 69 (3.70%) Cypress.io
6 65 (3.48%) Artifactory
6 65 (3.48%) Bitbucket
7 61 (3.27%) Selenium
8 60 (3.21%) Jasmine
8 60 (3.21%) Karma Test Runner
8 60 (3.21%) Protractor
8 60 (3.21%) WebDriver
9 47 (2.52%) Maven
10 30 (1.61%) Gradle
11 27 (1.45%) JMeter
12 24 (1.29%) Android Studio
13 21 (1.12%) Jaeger
14 20 (1.07%) CircleCI
14 20 (1.07%) Travis CI
15 14 (0.75%) JIRA
General
1 1,867 (100.00%) Finance
2 1,863 (99.79%) Inclusion and Diversity
2 1,863 (99.79%) Law
3 971 (52.01%) Marketing
4 518 (27.75%) Legal
5 352 (18.85%) Banking
6 283 (15.16%) Investment Banking
7 127 (6.80%) Influencing Skills
8 97 (5.20%) Social Skills
9 75 (4.02%) Financial Institution
10 69 (3.70%) Private Banking
11 36 (1.93%) Presentation Skills
12 27 (1.45%) Analytical Skills
13 26 (1.39%) Games
14 22 (1.18%) Prime Brokerage
15 18 (0.96%) Front Office
Job Titles
1 1,763 (94.43%) Software Engineer
2 675 (36.15%) Java Engineer
2 675 (36.15%) Java Software Engineer
3 674 (36.10%) Lead
4 666 (35.67%) Lead Software Engineer
5 347 (18.59%) Big Data Engineer
5 347 (18.59%) Big Data Software Engineer
6 328 (17.57%) Python Engineer
6 328 (17.57%) Python Software Engineer
7 297 (15.91%) AWS Engineer
7 297 (15.91%) AWS Software Engineer
8 280 (15.00%) Full Stack Engineer
8 280 (15.00%) Full Stack Software Engineer
9 260 (13.93%) Lead Java Engineer
10 228 (12.21%) Scala Engineer
10 228 (12.21%) Scala Software Engineer
11 218 (11.68%) Senior
12 195 (10.44%) Data Engineer
12 195 (10.44%) Senior Software Engineer
13 148 (7.93%) Lead Big Data Engineer
Libraries, Frameworks & Software Standards
1 472 (25.28%) Spring
2 365 (19.55%) React
3 302 (16.18%) AngularJS
4 283 (15.16%) Kafka
5 201 (10.77%) JSON
6 200 (10.71%) J2EE
7 191 (10.23%) Spring Boot
8 189 (10.12%) CSS
8 189 (10.12%) HTML
9 172 (9.21%) PySpark
10 170 (9.11%) JMS
11 148 (7.93%) Hibernate
12 146 (7.82%) Node.js
13 138 (7.39%) jQuery
13 138 (7.39%) Web Services
14 131 (7.02%) Twitter Bootstrap
15 122 (6.53%) RESTful
16 109 (5.84%) XML
17 97 (5.20%) REST
18 93 (4.98%) OpenTelemetry
Miscellaneous
1 657 (35.19%) Algorithms
2 593 (31.76%) Cloud Native
3 253 (13.55%) Public Cloud
4 124 (6.64%) Management Information System
5 123 (6.59%) Reference Data
6 122 (6.53%) Onboarding
7 92 (4.93%) Data Structures
8 70 (3.75%) Product Ownership
9 65 (3.48%) Enterprise Cloud
10 48 (2.57%) Credit Risk
11 26 (1.39%) Market Risk
12 21 (1.12%) Foreign Exchange (FX)
12 21 (1.12%) Replication
13 19 (1.02%) Distributed Systems
14 15 (0.80%) Private Cloud
15 11 (0.59%) Mainframe
15 11 (0.59%) VSAM
16 10 (0.54%) Enterprise Software
17 8 (0.43%) Distributed Computing
18 7 (0.37%) Legacy Systems
Operating Systems
1 125 (6.70%) Unix
2 52 (2.79%) Linux
3 24 (1.29%) Android
Processes & Methodologies
1 1,846 (98.88%) Software Engineering
2 1,766 (94.59%) Agile
3 1,728 (92.55%) SDLC
4 1,566 (83.88%) CI/CD
5 1,222 (65.45%) Artificial Intelligence
6 1,208 (64.70%) Community of Practice
7 1,204 (64.49%) Machine Learning
8 680 (36.42%) Visualisation
9 673 (36.05%) Continuous Improvement
10 551 (29.51%) Risk Management
11 445 (23.84%) Decision-Making
12 414 (22.17%) Architectural Design
13 396 (21.21%) Information Architecture
14 353 (18.91%) Microservices
15 344 (18.43%) Continuous Delivery
16 298 (15.96%) Full Stack Development
17 264 (14.14%) Problem-Solving
18 223 (11.94%) Test Automation
19 194 (10.39%) TDD
20 188 (10.07%) Performance Tuning
Programming Languages
1 1,283 (68.72%) Java
2 758 (40.60%) SQL
3 755 (40.44%) Python
4 266 (14.25%) Scala
5 259 (13.87%) JavaScript
6 192 (10.28%) TypeScript
7 109 (5.84%) PL/SQL
8 81 (4.34%) Go
9 65 (3.48%) Prolog
9 65 (3.48%) SPARQL
10 33 (1.77%) C#
11 26 (1.39%) Kotlin
12 22 (1.18%) Groovy
13 20 (1.07%) Ruby
14 11 (0.59%) COBOL
14 11 (0.59%) JCL
15 7 (0.37%) Shell Script
15 7 (0.37%) T-SQL
Qualifications
1 21 (1.12%) Degree
2 19 (1.02%) AWS Certification
3 8 (0.43%) Computer Science Degree
Quality Assurance & Compliance
1 61 (3.27%) SLA
2 51 (2.73%) Accessibility
3 34 (1.82%) Data Quality
4 20 (1.07%) PMO
5 9 (0.48%) QA
System Software
1 102 (5.46%) HDFS
2 65 (3.48%) Active Directory
3 30 (1.61%) Docker
4 11 (0.59%) Time Sharing Option
5 1 (0.054%) Apache ZooKeeper
Systems Management
1 224 (12.00%) Terraform
2 222 (11.89%) Kubernetes
3 145 (7.77%) Grafana
4 60 (3.21%) Prometheus
5 21 (1.12%) HAProxy
5 21 (1.12%) ITRS Geneos
5 21 (1.12%) Kibana
5 21 (1.12%) Zipkin
6 7 (0.37%) Graphite
Vendors
1 258 (13.82%) Oracle
2 242 (12.96%) Databricks
3 155 (8.30%) Splunk
4 140 (7.50%) Dynatrace
5 87 (4.66%) Informatica
6 72 (3.86%) Cloudera
7 55 (2.95%) Alteryx
8 46 (2.46%) Google
9 20 (1.07%) Atlassian
9 20 (1.07%) Pega
10 18 (0.96%) Cognos
10 18 (0.96%) SaltStack
10 18 (0.96%) Sybase
11 13 (0.70%) Microsoft
12 9 (0.48%) TOWER Software
13 4 (0.21%) ServiceNow
14 1 (0.054%) IBM