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 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 10 - 246
Rank change year-on-year - - -41
Permanent jobs citing Operational Stability 1,234 0 5
As % of all permanent jobs advertised in Scotland 21.66% - 0.082%
As % of the Processes & Methodologies category 24.66% - 0.089%
Number of salaries quoted 7 0 4
10th Percentile - - £44,400
25th Percentile £62,500 - £48,000
Median annual salary (50th Percentile) £65,000 - £60,000
Median % change year-on-year - - -27.27%
75th Percentile £70,000 - £75,000
90th Percentile £70,500 - -
UK median annual salary £62,783 £65,000 £70,000
% change year-on-year -3.41% -7.14% -

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 5,004 3,640 5,626
As % of all permanent jobs advertised in Scotland 87.82% 95.94% 92.38%
Number of salaries quoted 2,133 1,969 3,041
10th Percentile £31,250 £31,555 £31,250
25th Percentile £41,250 £41,250 £41,250
Median annual salary (50th Percentile) £54,000 £55,000 £55,000
Median % change year-on-year -1.82% - +15.79%
75th Percentile £67,500 £71,250 £70,000
90th Percentile £80,000 £82,548 £83,750
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - +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 26 July 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 - 1,223 £70,000 -
Edinburgh - 11 £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
1 271 (21.96%) Apache Spark
2 70 (5.67%) Apache Airflow
3 58 (4.70%) Apache
4 53 (4.29%) FileNet
5 21 (1.70%) GemFire
6 17 (1.38%) Cloud Foundry
7 11 (0.89%) CICS
8 5 (0.41%) Confluence
9 4 (0.32%) SAS
10 2 (0.16%) Tomcat
11 1 (0.081%) Tuxedo
Cloud Services
1 616 (49.92%) AWS
2 98 (7.94%) Datadog
3 77 (6.24%) Azure
4 63 (5.11%) GCP
5 53 (4.29%) Amazon S3
6 52 (4.21%) Amazon CloudWatch
7 33 (2.67%) BlazeMeter
8 32 (2.59%) Amazon ECS
8 32 (2.59%) Amazon EKS
9 29 (2.35%) Amazon EC2
9 29 (2.35%) Amazon EMR
9 29 (2.35%) Amazon SQS
9 29 (2.35%) AWS Lambda
9 29 (2.35%) Serverless
10 27 (2.19%) Cloud Computing
11 25 (2.03%) Google Play
12 7 (0.57%) Amazon MSK
13 6 (0.49%) Entra ID
14 3 (0.24%) Figma
15 1 (0.081%) Azure Stack
Communications & Networking
1 61 (4.94%) Kerberos
2 1 (0.081%) SSL
Database & Business Intelligence
1 336 (27.23%) NoSQL
2 222 (17.99%) Big Data
3 100 (8.10%) Hadoop
4 91 (7.37%) Apache Cassandra
5 74 (6.00%) Apache Hive
6 62 (5.02%) Elasticsearch
7 60 (4.86%) HBase
8 44 (3.57%) Metadata
9 40 (3.24%) Data Lake
10 38 (3.08%) CockroachDB
11 37 (3.00%) Relational Database
12 35 (2.84%) Qlik Sense
13 29 (2.35%) Electronic Patient Records
14 28 (2.27%) MongoDB
15 21 (1.70%) Hazelcast
16 17 (1.38%) Amazon Aurora
17 14 (1.13%) Impala
18 11 (0.89%) DB2
18 11 (0.89%) RDBMS
19 5 (0.41%) Data Warehouse
Development Applications
1 147 (11.91%) JUnit
2 118 (9.56%) Jenkins
3 113 (9.16%) Git
4 69 (5.59%) Cypress.io
5 61 (4.94%) Selenium
6 60 (4.86%) Bitbucket Server
6 60 (4.86%) Jasmine
6 60 (4.86%) Karma Test Runner
6 60 (4.86%) Protractor
6 60 (4.86%) WebDriver
7 44 (3.57%) Artifactory
7 44 (3.57%) Bitbucket
8 28 (2.27%) JMeter
9 26 (2.11%) Maven
10 25 (2.03%) Android Studio
11 21 (1.70%) Jaeger
12 14 (1.13%) JIRA
13 11 (0.89%) ChangeMan
14 10 (0.81%) Cucumber
14 10 (0.81%) Gradle
General
1 1,224 (99.19%) Finance
2 1,221 (98.95%) Inclusion and Diversity
2 1,221 (98.95%) Law
3 578 (46.84%) Marketing
4 355 (28.77%) Legal
5 233 (18.88%) Banking
6 223 (18.07%) Investment Banking
7 81 (6.56%) Social Skills
8 63 (5.11%) Influencing Skills
9 27 (2.19%) Financial Institution
9 27 (2.19%) Games
10 22 (1.78%) Prime Brokerage
11 20 (1.62%) Presentation Skills
12 15 (1.22%) Analytical Skills
13 10 (0.81%) Front Office
14 9 (0.73%) Private Banking
Job Titles
1 1,152 (93.35%) Software Engineer
2 446 (36.14%) Java Engineer
2 446 (36.14%) Java Software Engineer
3 421 (34.12%) Lead
4 414 (33.55%) Lead Software Engineer
5 221 (17.91%) Big Data Engineer
5 221 (17.91%) Big Data Software Engineer
6 213 (17.26%) Python Engineer
6 213 (17.26%) Python Software Engineer
7 189 (15.32%) AWS Engineer
7 189 (15.32%) AWS Software Engineer
8 181 (14.67%) Lead Java Engineer
9 169 (13.70%) Full Stack Engineer
9 169 (13.70%) Full Stack Software Engineer
10 150 (12.16%) Senior
11 142 (11.51%) Data Engineer
12 135 (10.94%) Scala Engineer
12 135 (10.94%) Scala Software Engineer
13 127 (10.29%) Senior Software Engineer
14 95 (7.70%) Lead Big Data Engineer
Libraries, Frameworks & Software Standards
1 317 (25.69%) Spring
2 242 (19.61%) React
3 216 (17.50%) Kafka
4 184 (14.91%) AngularJS
5 178 (14.42%) JSON
6 172 (13.94%) J2EE
7 162 (13.13%) JMS
8 150 (12.16%) CSS
8 150 (12.16%) HTML
9 147 (11.91%) Node.js
10 146 (11.83%) Hibernate
11 132 (10.70%) jQuery
11 132 (10.70%) Twitter Bootstrap
12 115 (9.32%) PySpark
13 102 (8.27%) Web Services
14 101 (8.18%) Spring Boot
15 93 (7.54%) OpenTelemetry
16 76 (6.16%) XML
17 71 (5.75%) RESTful
18 70 (5.67%) GraphQL
Miscellaneous
1 461 (37.36%) Algorithms
2 426 (34.52%) Cloud Native
3 107 (8.67%) Public Cloud
4 92 (7.46%) Onboarding
5 80 (6.48%) Reference Data
6 79 (6.40%) Data Structures
7 78 (6.32%) Management Information System
8 49 (3.97%) Credit Risk
9 44 (3.57%) Enterprise Cloud
10 32 (2.59%) Product Ownership
11 27 (2.19%) Market Risk
12 22 (1.78%) Replication
13 21 (1.70%) Foreign Exchange (FX)
14 20 (1.62%) Distributed Systems
15 17 (1.38%) Mainframe
16 11 (0.89%) VSAM
17 4 (0.32%) IBM Mainframe
18 2 (0.16%) Distributed Computing
18 2 (0.16%) Private Cloud
19 1 (0.081%) Distributed Applications
Operating Systems
1 84 (6.81%) Unix
2 26 (2.11%) Linux
3 25 (2.03%) Android
4 1 (0.081%) zOS
Processes & Methodologies
1 1,204 (97.57%) Software Engineering
2 1,153 (93.44%) Agile
3 1,135 (91.98%) SDLC
4 1,033 (83.71%) CI/CD
5 830 (67.26%) Artificial Intelligence
6 815 (66.05%) Community of Practice
7 811 (65.72%) Machine Learning
8 469 (38.01%) Continuous Improvement
9 468 (37.93%) Visualisation
10 382 (30.96%) Risk Management
11 265 (21.47%) Decision-Making
12 261 (21.15%) Architectural Design
13 251 (20.34%) Information Architecture
14 232 (18.80%) Continuous Delivery
15 209 (16.94%) Microservices
16 180 (14.59%) Full Stack Development
17 160 (12.97%) Problem-Solving
18 151 (12.24%) TDD
19 137 (11.10%) Test Automation
20 102 (8.27%) Performance Tuning
Programming Languages
1 788 (63.86%) Java
2 467 (37.84%) SQL
3 427 (34.60%) Python
4 188 (15.24%) JavaScript
5 164 (13.29%) TypeScript
6 150 (12.16%) Scala
7 62 (5.02%) PL/SQL
8 48 (3.89%) Go
9 44 (3.57%) Prolog
9 44 (3.57%) SPARQL
10 27 (2.19%) Kotlin
11 22 (1.78%) Groovy
12 17 (1.38%) JCL
13 13 (1.05%) C#
14 11 (0.89%) COBOL
15 6 (0.49%) REXX
16 2 (0.16%) Shell Script
Qualifications
1 8 (0.65%) Computer Science Degree
1 8 (0.65%) Degree
Quality Assurance & Compliance
1 20 (1.62%) Accessibility
2 15 (1.22%) SLA
3 10 (0.81%) Data Quality
4 9 (0.73%) QA
5 7 (0.57%) Sarbanes-Oxley
System Software
1 60 (4.86%) HDFS
2 44 (3.57%) Active Directory
3 20 (1.62%) Docker
4 11 (0.89%) Time Sharing Option
5 2 (0.16%) Apache ZooKeeper
5 2 (0.16%) RACF
Systems Management
1 159 (12.88%) Kubernetes
2 147 (11.91%) Terraform
3 125 (10.13%) Grafana
4 60 (4.86%) Prometheus
5 21 (1.70%) HAProxy
5 21 (1.70%) ITRS Geneos
5 21 (1.70%) Kibana
5 21 (1.70%) Zipkin
6 7 (0.57%) Graphite
7 4 (0.32%) CA Endevor
8 2 (0.16%) Ansible
8 2 (0.16%) zSecure
Vendors
1 171 (13.86%) Oracle
2 149 (12.07%) Databricks
3 136 (11.02%) Splunk
4 121 (9.81%) Dynatrace
5 60 (4.86%) Informatica
6 44 (3.57%) Google
7 35 (2.84%) Alteryx
8 30 (2.43%) Cloudera
9 10 (0.81%) SaltStack
10 9 (0.73%) TOWER Software
11 7 (0.57%) Microsoft
12 6 (0.49%) IBM
13 4 (0.32%) CA
13 4 (0.32%) ServiceNow