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 11 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
11 May 2024
Same period 2023 Same period 2022
Rank 10 - 247
Rank change year-on-year - - -
Permanent jobs citing Operational Stability 1,881 0 6
As % of all permanent jobs advertised in Scotland 28.05% - 0.10%
As % of the Processes & Methodologies category 30.33% - 0.11%
Number of salaries quoted 4 0 4
10th Percentile - - -
25th Percentile £62,500 - £42,500
Median annual salary (50th Percentile) £65,000 - £57,500
75th Percentile £67,500 - £75,000
90th Percentile - - -
UK median annual salary £62,783 £62,500 £75,000
% change year-on-year +0.45% -16.67% +15.38%

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 6,201 4,349 5,274
As % of all permanent jobs advertised in Scotland 92.47% 94.22% 90.95%
Number of salaries quoted 2,420 2,184 2,787
10th Percentile £28,750 £32,000 £30,500
25th Percentile £40,375 £42,000 £40,000
Median annual salary (50th Percentile) £52,500 £57,500 £54,145
Median % change year-on-year -8.70% +6.20% +10.50%
75th Percentile £65,000 £73,393 £67,500
90th Percentile £80,000 £85,000 £82,500
UK median annual salary £55,000 £61,000 £60,000
% change year-on-year -9.84% +1.67% +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 11 May 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 - 1,877 - - 4
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 (26.16%) Apache Spark
2 117 (6.22%) Apache Airflow
3 116 (6.17%) Apache
4 53 (2.82%) FileNet
5 21 (1.12%) GemFire
6 20 (1.06%) Camunda
7 17 (0.90%) Cloud Foundry
8 11 (0.58%) CICS
9 7 (0.37%) Microsoft Exchange
10 5 (0.27%) Confluence
10 5 (0.27%) Tomcat
11 1 (0.053%) Tuxedo
Cloud Services
1 1,030 (54.76%) AWS
2 115 (6.11%) Azure
3 102 (5.42%) GCP
4 99 (5.26%) Datadog
5 70 (3.72%) Amazon EKS
6 54 (2.87%) Amazon ECS
7 53 (2.82%) Amazon CloudWatch
7 53 (2.82%) Amazon S3
8 51 (2.71%) Amazon EC2
8 51 (2.71%) Amazon EMR
8 51 (2.71%) Amazon SQS
8 51 (2.71%) AWS Lambda
8 51 (2.71%) Serverless
9 42 (2.23%) BlazeMeter
9 42 (2.23%) Cloud Computing
10 25 (1.33%) Google Play
11 7 (0.37%) Amazon MSK
11 7 (0.37%) Amazon SageMaker
12 6 (0.32%) ChatGPT
12 6 (0.32%) Entra ID
Communications & Networking
1 82 (4.36%) Kerberos
2 18 (0.96%) DSL
Database & Business Intelligence
1 510 (27.11%) NoSQL
2 397 (21.11%) Big Data
3 190 (10.10%) Hadoop
4 131 (6.96%) Apache Hive
5 107 (5.69%) Apache Cassandra
6 102 (5.42%) HBase
7 92 (4.89%) MongoDB
8 90 (4.78%) Relational Database
9 87 (4.63%) Elasticsearch
10 65 (3.46%) Metadata
11 61 (3.24%) Data Lake
12 51 (2.71%) Electronic Patient Records
13 39 (2.07%) Qlik Sense
14 38 (2.02%) CockroachDB
15 29 (1.54%) DB2
16 21 (1.12%) Hazelcast
17 20 (1.06%) Looker
17 20 (1.06%) Tableau
18 17 (0.90%) Amazon Aurora
19 16 (0.85%) Impala
Development Applications
1 201 (10.69%) Jenkins
2 170 (9.04%) Git
3 159 (8.45%) JUnit
4 86 (4.57%) Bitbucket Server
5 69 (3.67%) Cypress.io
6 65 (3.46%) Artifactory
6 65 (3.46%) Bitbucket
7 61 (3.24%) Selenium
8 60 (3.19%) Jasmine
8 60 (3.19%) Karma Test Runner
8 60 (3.19%) Protractor
8 60 (3.19%) WebDriver
9 49 (2.60%) Maven
10 30 (1.59%) Gradle
11 28 (1.49%) JMeter
12 25 (1.33%) Android Studio
13 21 (1.12%) Jaeger
14 20 (1.06%) CircleCI
14 20 (1.06%) Travis CI
15 14 (0.74%) JIRA
General
1 1,881 (100.00%) Finance
2 1,877 (99.79%) Inclusion and Diversity
2 1,877 (99.79%) Law
3 979 (52.05%) Marketing
4 521 (27.70%) Legal
5 355 (18.87%) Banking
6 285 (15.15%) Investment Banking
7 127 (6.75%) Influencing Skills
8 98 (5.21%) Social Skills
9 76 (4.04%) Financial Institution
10 70 (3.72%) Private Banking
11 37 (1.97%) Presentation Skills
12 27 (1.44%) Analytical Skills
12 27 (1.44%) Games
13 22 (1.17%) Prime Brokerage
14 18 (0.96%) Front Office
Job Titles
1 1,777 (94.47%) Software Engineer
2 682 (36.26%) Java Engineer
2 682 (36.26%) Java Software Engineer
3 678 (36.04%) Lead
4 670 (35.62%) Lead Software Engineer
5 347 (18.45%) Big Data Engineer
5 347 (18.45%) Big Data Software Engineer
6 330 (17.54%) Python Engineer
6 330 (17.54%) Python Software Engineer
7 298 (15.84%) AWS Engineer
7 298 (15.84%) AWS Software Engineer
8 283 (15.05%) Full Stack Engineer
8 283 (15.05%) Full Stack Software Engineer
9 263 (13.98%) Lead Java Engineer
10 228 (12.12%) Scala Engineer
10 228 (12.12%) Scala Software Engineer
11 221 (11.75%) Senior
12 198 (10.53%) Data Engineer
12 198 (10.53%) Senior Software Engineer
13 148 (7.87%) Lead Big Data Engineer
Libraries, Frameworks & Software Standards
1 476 (25.31%) Spring
2 368 (19.56%) React
3 304 (16.16%) AngularJS
4 287 (15.26%) Kafka
5 202 (10.74%) JSON
6 201 (10.69%) J2EE
7 193 (10.26%) Spring Boot
8 190 (10.10%) CSS
8 190 (10.10%) HTML
9 174 (9.25%) PySpark
10 171 (9.09%) JMS
11 149 (7.92%) Hibernate
12 147 (7.81%) Node.js
13 139 (7.39%) jQuery
14 138 (7.34%) Web Services
15 132 (7.02%) Twitter Bootstrap
16 123 (6.54%) RESTful
17 109 (5.79%) XML
18 97 (5.16%) REST
19 94 (5.00%) OpenTelemetry
Miscellaneous
1 663 (35.25%) Algorithms
2 598 (31.79%) Cloud Native
3 255 (13.56%) Public Cloud
4 124 (6.59%) Management Information System
4 124 (6.59%) Onboarding
4 124 (6.59%) Reference Data
5 92 (4.89%) Data Structures
6 70 (3.72%) Product Ownership
7 65 (3.46%) Enterprise Cloud
8 51 (2.71%) Credit Risk
9 27 (1.44%) Market Risk
10 21 (1.12%) Foreign Exchange (FX)
10 21 (1.12%) Replication
11 20 (1.06%) Distributed Systems
12 15 (0.80%) Private Cloud
13 11 (0.58%) Mainframe
13 11 (0.58%) VSAM
14 10 (0.53%) Enterprise Software
15 8 (0.43%) Distributed Computing
16 7 (0.37%) Legacy Systems
Operating Systems
1 125 (6.65%) Unix
2 52 (2.76%) Linux
3 25 (1.33%) Android
Processes & Methodologies
1 1,860 (98.88%) Software Engineering
2 1,779 (94.58%) Agile
3 1,742 (92.61%) SDLC
4 1,575 (83.73%) CI/CD
5 1,233 (65.55%) Artificial Intelligence
6 1,216 (64.65%) Community of Practice
7 1,215 (64.59%) Machine Learning
8 687 (36.52%) Visualisation
9 682 (36.26%) Continuous Improvement
10 555 (29.51%) Risk Management
11 449 (23.87%) Decision-Making
12 415 (22.06%) Architectural Design
13 397 (21.11%) Information Architecture
14 357 (18.98%) Microservices
15 344 (18.29%) Continuous Delivery
16 301 (16.00%) Full Stack Development
17 267 (14.19%) Problem-Solving
18 224 (11.91%) Test Automation
19 196 (10.42%) TDD
20 189 (10.05%) Performance Tuning
Programming Languages
1 1,293 (68.74%) Java
2 762 (40.51%) Python
3 760 (40.40%) SQL
4 266 (14.14%) Scala
5 261 (13.88%) JavaScript
6 194 (10.31%) TypeScript
7 109 (5.79%) PL/SQL
8 82 (4.36%) Go
9 65 (3.46%) Prolog
9 65 (3.46%) SPARQL
10 33 (1.75%) C#
11 27 (1.44%) Kotlin
12 22 (1.17%) Groovy
13 20 (1.06%) Ruby
14 11 (0.58%) COBOL
14 11 (0.58%) JCL
15 7 (0.37%) Shell Script
15 7 (0.37%) T-SQL
Qualifications
1 21 (1.12%) Degree
2 19 (1.01%) AWS Certification
3 8 (0.43%) Computer Science Degree
Quality Assurance & Compliance
1 61 (3.24%) SLA
2 51 (2.71%) Accessibility
3 34 (1.81%) Data Quality
4 20 (1.06%) PMO
5 9 (0.48%) QA
System Software
1 102 (5.42%) HDFS
2 65 (3.46%) Active Directory
3 31 (1.65%) Docker
4 11 (0.58%) Time Sharing Option
5 2 (0.11%) Apache ZooKeeper
Systems Management
1 226 (12.01%) Kubernetes
2 224 (11.91%) Terraform
3 146 (7.76%) Grafana
4 61 (3.24%) 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
1 262 (13.93%) Oracle
2 242 (12.87%) Databricks
3 156 (8.29%) Splunk
4 141 (7.50%) Dynatrace
5 87 (4.63%) Informatica
6 72 (3.83%) Cloudera
7 57 (3.03%) Alteryx
8 47 (2.50%) Google
9 20 (1.06%) Atlassian
9 20 (1.06%) Pega
10 18 (0.96%) Cognos
10 18 (0.96%) SaltStack
10 18 (0.96%) Sybase
11 13 (0.69%) Microsoft
12 9 (0.48%) TOWER Software
13 4 (0.21%) ServiceNow
14 2 (0.11%) IBM