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 19 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
19 Apr 2024
Same period 2023 Same period 2022
Rank 10 - 237
Rank change year-on-year - - -
Permanent jobs citing Operational Stability 1,815 0 9
As % of all permanent jobs advertised in Scotland 27.42% - 0.16%
As % of the Processes & Methodologies category 29.50% - 0.17%
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% -1.79%

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 6,153 4,507 5,161
As % of all permanent jobs advertised in Scotland 92.95% 94.09% 91.22%
Number of salaries quoted 2,411 2,266 2,760
10th Percentile £28,750 £32,369 £30,000
25th Percentile £40,000 £41,750 £40,000
Median annual salary (50th Percentile) £52,500 £57,810 £52,500
Median % change year-on-year -9.19% +10.11% +7.14%
75th Percentile £65,000 £75,000 £66,250
90th Percentile £80,000 £87,000 £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 19 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 - 1,811 - - 26
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
1 481 (26.50%) Apache Spark
2 114 (6.28%) Apache
3 113 (6.23%) Apache Airflow
4 50 (2.75%) FileNet
5 21 (1.16%) GemFire
6 20 (1.10%) Camunda
7 16 (0.88%) Cloud Foundry
8 10 (0.55%) CICS
9 7 (0.39%) Microsoft Exchange
10 5 (0.28%) Tomcat
11 4 (0.22%) Confluence
Cloud Services
1 1,003 (55.26%) AWS
2 110 (6.06%) Azure
3 95 (5.23%) GCP
4 94 (5.18%) Datadog
5 69 (3.80%) Amazon EKS
6 53 (2.92%) Amazon ECS
7 52 (2.87%) Amazon CloudWatch
8 50 (2.75%) Amazon EC2
8 50 (2.75%) Amazon EMR
8 50 (2.75%) Amazon S3
8 50 (2.75%) Amazon SQS
8 50 (2.75%) AWS Lambda
8 50 (2.75%) Serverless
9 42 (2.31%) Cloud Computing
10 38 (2.09%) BlazeMeter
11 23 (1.27%) Google Play
12 7 (0.39%) Amazon SageMaker
13 6 (0.33%) Amazon MSK
13 6 (0.33%) ChatGPT
13 6 (0.33%) Entra ID
Communications & Networking
1 81 (4.46%) Kerberos
2 18 (0.99%) DSL
Database & Business Intelligence
1 500 (27.55%) NoSQL
2 388 (21.38%) Big Data
3 186 (10.25%) Hadoop
4 129 (7.11%) Apache Hive
5 104 (5.73%) Apache Cassandra
6 100 (5.51%) HBase
7 90 (4.96%) MongoDB
7 90 (4.96%) Relational Database
8 82 (4.52%) Elasticsearch
9 65 (3.58%) Metadata
10 58 (3.20%) Data Lake
11 50 (2.75%) Electronic Patient Records
12 37 (2.04%) CockroachDB
13 36 (1.98%) Qlik Sense
14 28 (1.54%) DB2
15 21 (1.16%) Hazelcast
16 20 (1.10%) Looker
17 18 (0.99%) Tableau
18 16 (0.88%) Amazon Aurora
18 16 (0.88%) Impala
Development Applications
1 197 (10.85%) Jenkins
2 168 (9.26%) Git
3 156 (8.60%) JUnit
4 84 (4.63%) Bitbucket Server
5 68 (3.75%) Cypress.io
6 65 (3.58%) Artifactory
6 65 (3.58%) Bitbucket
7 60 (3.31%) Jasmine
7 60 (3.31%) Karma Test Runner
7 60 (3.31%) Protractor
7 60 (3.31%) Selenium
7 60 (3.31%) WebDriver
8 43 (2.37%) Maven
9 29 (1.60%) Gradle
10 23 (1.27%) Android Studio
10 23 (1.27%) JMeter
11 21 (1.16%) Jaeger
12 20 (1.10%) CircleCI
12 20 (1.10%) Travis CI
13 12 (0.66%) JIRA
General
1 1,815 (100.00%) Finance
2 1,811 (99.78%) Inclusion and Diversity
2 1,811 (99.78%) Law
3 938 (51.68%) Marketing
4 508 (27.99%) Legal
5 345 (19.01%) Banking
6 277 (15.26%) Investment Banking
7 123 (6.78%) Influencing Skills
8 94 (5.18%) Social Skills
9 73 (4.02%) Financial Institution
10 68 (3.75%) Private Banking
11 35 (1.93%) Presentation Skills
12 26 (1.43%) Analytical Skills
13 24 (1.32%) Games
14 21 (1.16%) Prime Brokerage
15 18 (0.99%) Front Office
Job Titles
1 1,713 (94.38%) Software Engineer
2 658 (36.25%) Lead
3 655 (36.09%) Java Engineer
3 655 (36.09%) Java Software Engineer
4 650 (35.81%) Lead Software Engineer
5 339 (18.68%) Big Data Engineer
5 339 (18.68%) Big Data Software Engineer
6 317 (17.47%) Python Engineer
6 317 (17.47%) Python Software Engineer
7 290 (15.98%) AWS Engineer
7 290 (15.98%) AWS Software Engineer
8 274 (15.10%) Full Stack Engineer
8 274 (15.10%) Full Stack Software Engineer
9 252 (13.88%) Lead Java Engineer
10 222 (12.23%) Scala Engineer
10 222 (12.23%) Scala Software Engineer
11 212 (11.68%) Senior
12 189 (10.41%) Data Engineer
12 189 (10.41%) Senior Software Engineer
13 144 (7.93%) Lead Big Data Engineer
Libraries, Frameworks & Software Standards
1 459 (25.29%) Spring
2 356 (19.61%) React
3 299 (16.47%) AngularJS
4 272 (14.99%) Kafka
5 199 (10.96%) JSON
6 197 (10.85%) J2EE
7 185 (10.19%) CSS
7 185 (10.19%) HTML
7 185 (10.19%) Spring Boot
8 167 (9.20%) JMS
8 167 (9.20%) PySpark
9 146 (8.04%) Hibernate
10 142 (7.82%) Node.js
11 136 (7.49%) jQuery
11 136 (7.49%) Web Services
12 129 (7.11%) Twitter Bootstrap
13 120 (6.61%) RESTful
14 108 (5.95%) XML
15 95 (5.23%) REST
16 91 (5.01%) OpenTelemetry
Miscellaneous
1 639 (35.21%) Algorithms
2 578 (31.85%) Cloud Native
3 248 (13.66%) Public Cloud
4 123 (6.78%) Management Information System
5 121 (6.67%) Reference Data
6 120 (6.61%) Onboarding
7 92 (5.07%) Data Structures
8 69 (3.80%) Product Ownership
9 65 (3.58%) Enterprise Cloud
10 45 (2.48%) Credit Risk
11 23 (1.27%) Market Risk
12 21 (1.16%) Foreign Exchange (FX)
12 21 (1.16%) Replication
13 18 (0.99%) Distributed Systems
14 15 (0.83%) Private Cloud
15 10 (0.55%) Enterprise Software
15 10 (0.55%) Mainframe
15 10 (0.55%) VSAM
16 7 (0.39%) Distributed Computing
16 7 (0.39%) Legacy Systems
Operating Systems
1 123 (6.78%) Unix
2 52 (2.87%) Linux
3 23 (1.27%) Android
Processes & Methodologies
1 1,794 (98.84%) Software Engineering
2 1,716 (94.55%) Agile
3 1,679 (92.51%) SDLC
4 1,522 (83.86%) CI/CD
5 1,186 (65.34%) Artificial Intelligence
6 1,177 (64.85%) Community of Practice
7 1,169 (64.41%) Machine Learning
8 662 (36.47%) Visualisation
9 655 (36.09%) Continuous Improvement
10 538 (29.64%) Risk Management
11 431 (23.75%) Decision-Making
12 408 (22.48%) Architectural Design
13 390 (21.49%) Information Architecture
14 344 (18.95%) Microservices
15 337 (18.57%) Continuous Delivery
16 290 (15.98%) Full Stack Development
17 256 (14.10%) Problem-Solving
18 217 (11.96%) Test Automation
19 187 (10.30%) TDD
20 184 (10.14%) Performance Tuning
Programming Languages
1 1,250 (68.87%) Java
2 743 (40.94%) SQL
3 736 (40.55%) Python
4 259 (14.27%) Scala
5 253 (13.94%) JavaScript
6 187 (10.30%) TypeScript
7 105 (5.79%) PL/SQL
8 80 (4.41%) Go
9 65 (3.58%) Prolog
9 65 (3.58%) SPARQL
10 33 (1.82%) C#
11 24 (1.32%) Kotlin
12 22 (1.21%) Groovy
13 20 (1.10%) Ruby
14 10 (0.55%) COBOL
14 10 (0.55%) JCL
15 7 (0.39%) Shell Script
15 7 (0.39%) T-SQL
Qualifications
1 19 (1.05%) AWS Certification
1 19 (1.05%) Degree
2 6 (0.33%) Computer Science Degree
Quality Assurance & Compliance
1 61 (3.36%) SLA
2 51 (2.81%) Accessibility
3 34 (1.87%) Data Quality
4 20 (1.10%) PMO
5 8 (0.44%) QA
System Software
1 100 (5.51%) HDFS
2 65 (3.58%) Active Directory
3 28 (1.54%) Docker
4 10 (0.55%) Time Sharing Option
Systems Management
1 220 (12.12%) Terraform
2 212 (11.68%) Kubernetes
3 142 (7.82%) Grafana
4 58 (3.20%) Prometheus
5 21 (1.16%) HAProxy
5 21 (1.16%) ITRS Geneos
5 21 (1.16%) Kibana
5 21 (1.16%) Zipkin
6 7 (0.39%) Graphite
Vendors
1 253 (13.94%) Oracle
2 235 (12.95%) Databricks
3 150 (8.26%) Splunk
4 137 (7.55%) Dynatrace
5 85 (4.68%) Informatica
6 71 (3.91%) Cloudera
7 54 (2.98%) Alteryx
8 44 (2.42%) Google
9 20 (1.10%) Atlassian
9 20 (1.10%) Pega
10 18 (0.99%) Cognos
10 18 (0.99%) SaltStack
10 18 (0.99%) Sybase
11 13 (0.72%) Microsoft
12 8 (0.44%) TOWER Software
13 4 (0.22%) ServiceNow