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 8 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
8 Jun 2024
Same period 2023 Same period 2022
Rank 10 - 255
Rank change year-on-year - - -
Permanent jobs citing Operational Stability 1,726 0 5
As % of all permanent jobs advertised in Scotland 25.00% - 0.080%
As % of the Processes & Methodologies category 27.80% - 0.088%
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 £62,500 £70,000
% change year-on-year +0.45% -10.71% -

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 6,208 4,081 5,695
As % of all permanent jobs advertised in Scotland 89.92% 94.53% 91.11%
Number of salaries quoted 2,545 2,047 2,906
10th Percentile £28,250 £31,569 £31,250
25th Percentile £40,000 £41,250 £41,250
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% +10.00%
75th Percentile £65,000 £72,500 £70,000
90th Percentile £80,000 £85,000 £83,000
UK median annual salary £55,000 £60,800 £60,000
% change year-on-year -9.54% +1.33% +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 8 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 - 1,722 - - 1
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
1 441 (25.55%) Apache Spark
2 111 (6.43%) Apache Airflow
3 103 (5.97%) Apache
4 53 (3.07%) FileNet
5 21 (1.22%) GemFire
6 17 (0.98%) Cloud Foundry
7 15 (0.87%) Camunda
8 11 (0.64%) CICS
9 6 (0.35%) Microsoft Exchange
10 5 (0.29%) Confluence
10 5 (0.29%) Tomcat
11 1 (0.058%) Tuxedo
Cloud Services
1 914 (52.95%) AWS
2 98 (5.68%) Datadog
3 95 (5.50%) Azure
4 82 (4.75%) GCP
5 60 (3.48%) Amazon EKS
6 53 (3.07%) Amazon S3
7 52 (3.01%) Amazon CloudWatch
8 49 (2.84%) Amazon ECS
9 46 (2.67%) Amazon EC2
9 46 (2.67%) Amazon EMR
9 46 (2.67%) Amazon SQS
9 46 (2.67%) AWS Lambda
9 46 (2.67%) Serverless
10 42 (2.43%) BlazeMeter
11 37 (2.14%) Cloud Computing
12 25 (1.45%) Google Play
13 7 (0.41%) Amazon Bedrock
13 7 (0.41%) Amazon MSK
13 7 (0.41%) Amazon SageMaker
14 6 (0.35%) Entra ID
Communications & Networking
1 82 (4.75%) Kerberos
2 13 (0.75%) DSL
Database & Business Intelligence
1 469 (27.17%) NoSQL
2 347 (20.10%) Big Data
3 168 (9.73%) Hadoop
4 114 (6.60%) Apache Hive
5 107 (6.20%) Apache Cassandra
6 92 (5.33%) HBase
7 80 (4.63%) Elasticsearch
8 76 (4.40%) MongoDB
9 73 (4.23%) Relational Database
10 65 (3.77%) Metadata
11 56 (3.24%) Data Lake
12 46 (2.67%) Electronic Patient Records
13 39 (2.26%) Qlik Sense
14 38 (2.20%) CockroachDB
15 24 (1.39%) DB2
16 21 (1.22%) Hazelcast
17 17 (0.98%) Amazon Aurora
18 15 (0.87%) Looker
18 15 (0.87%) Tableau
19 14 (0.81%) Impala
Development Applications
1 186 (10.78%) Jenkins
2 164 (9.50%) Git
3 159 (9.21%) JUnit
4 81 (4.69%) Bitbucket Server
5 69 (4.00%) Cypress.io
6 65 (3.77%) Artifactory
6 65 (3.77%) Bitbucket
7 61 (3.53%) Selenium
8 60 (3.48%) Jasmine
8 60 (3.48%) Karma Test Runner
8 60 (3.48%) Protractor
8 60 (3.48%) WebDriver
9 44 (2.55%) Maven
10 28 (1.62%) JMeter
11 25 (1.45%) Android Studio
11 25 (1.45%) Gradle
12 21 (1.22%) Jaeger
13 15 (0.87%) CircleCI
13 15 (0.87%) Travis CI
14 14 (0.81%) JIRA
General
1 1,726 (100.00%) Finance
2 1,722 (99.77%) Inclusion and Diversity
2 1,722 (99.77%) Law
3 883 (51.16%) Marketing
4 485 (28.10%) Legal
5 322 (18.66%) Banking
6 265 (15.35%) Investment Banking
7 112 (6.49%) Influencing Skills
8 93 (5.39%) Social Skills
9 61 (3.53%) Financial Institution
10 57 (3.30%) Private Banking
11 32 (1.85%) Presentation Skills
12 27 (1.56%) Games
13 22 (1.27%) Analytical Skills
13 22 (1.27%) Prime Brokerage
14 18 (1.04%) Front Office
Job Titles
1 1,631 (94.50%) Software Engineer
2 626 (36.27%) Java Engineer
2 626 (36.27%) Java Software Engineer
3 618 (35.81%) Lead
4 611 (35.40%) Lead Software Engineer
5 316 (18.31%) Big Data Engineer
5 316 (18.31%) Big Data Software Engineer
6 311 (18.02%) Python Engineer
6 311 (18.02%) Python Software Engineer
7 268 (15.53%) AWS Engineer
7 268 (15.53%) AWS Software Engineer
8 251 (14.54%) Full Stack Engineer
8 251 (14.54%) Full Stack Software Engineer
9 246 (14.25%) Lead Java Engineer
10 208 (12.05%) Scala Engineer
10 208 (12.05%) Scala Software Engineer
11 204 (11.82%) Senior
12 182 (10.54%) Data Engineer
13 181 (10.49%) Senior Software Engineer
14 138 (8.00%) Lead Big Data Engineer
Libraries, Frameworks & Software Standards
1 435 (25.20%) Spring
2 336 (19.47%) React
3 271 (15.70%) AngularJS
4 269 (15.59%) Kafka
5 202 (11.70%) JSON
6 191 (11.07%) J2EE
7 179 (10.37%) CSS
7 179 (10.37%) HTML
8 168 (9.73%) PySpark
9 167 (9.68%) JMS
10 165 (9.56%) Spring Boot
11 147 (8.52%) Node.js
12 146 (8.46%) Hibernate
13 138 (8.00%) jQuery
14 132 (7.65%) Twitter Bootstrap
15 131 (7.59%) Web Services
16 115 (6.66%) RESTful
17 105 (6.08%) XML
18 93 (5.39%) OpenTelemetry
19 84 (4.87%) REST
Miscellaneous
1 621 (35.98%) Algorithms
2 557 (32.27%) Cloud Native
3 206 (11.94%) Public Cloud
4 116 (6.72%) Reference Data
5 114 (6.60%) Management Information System
6 112 (6.49%) Onboarding
7 87 (5.04%) Data Structures
8 65 (3.77%) Enterprise Cloud
9 60 (3.48%) Product Ownership
10 50 (2.90%) Credit Risk
11 27 (1.56%) Market Risk
12 21 (1.22%) Foreign Exchange (FX)
12 21 (1.22%) Replication
13 20 (1.16%) Distributed Systems
14 11 (0.64%) Mainframe
14 11 (0.64%) VSAM
15 10 (0.58%) Private Cloud
16 8 (0.46%) Distributed Computing
17 7 (0.41%) Enterprise Software
18 2 (0.12%) Legacy Systems
Operating Systems
1 115 (6.66%) Unix
2 47 (2.72%) Linux
3 25 (1.45%) Android
Processes & Methodologies
1 1,705 (98.78%) Software Engineering
2 1,627 (94.26%) Agile
3 1,598 (92.58%) SDLC
4 1,455 (84.30%) CI/CD
5 1,132 (65.59%) Artificial Intelligence
5 1,132 (65.59%) Community of Practice
6 1,113 (64.48%) Machine Learning
7 640 (37.08%) Visualisation
8 637 (36.91%) Continuous Improvement
9 514 (29.78%) Risk Management
10 397 (23.00%) Decision-Making
11 378 (21.90%) Architectural Design
12 360 (20.86%) Information Architecture
13 328 (19.00%) Microservices
14 315 (18.25%) Continuous Delivery
15 269 (15.59%) Full Stack Development
16 238 (13.79%) Problem-Solving
17 204 (11.82%) Test Automation
18 186 (10.78%) TDD
19 169 (9.79%) Performance Tuning
Programming Languages
1 1,159 (67.15%) Java
2 683 (39.57%) Python
3 680 (39.40%) SQL
4 248 (14.37%) JavaScript
5 236 (13.67%) Scala
6 184 (10.66%) TypeScript
7 97 (5.62%) PL/SQL
8 76 (4.40%) Go
9 65 (3.77%) Prolog
9 65 (3.77%) SPARQL
10 27 (1.56%) C#
10 27 (1.56%) Kotlin
11 22 (1.27%) Groovy
12 15 (0.87%) Ruby
13 11 (0.64%) COBOL
13 11 (0.64%) JCL
14 6 (0.35%) T-SQL
15 5 (0.29%) Shell Script
Qualifications
1 16 (0.93%) Degree
2 14 (0.81%) AWS Certification
3 8 (0.46%) Computer Science Degree
Quality Assurance & Compliance
1 49 (2.84%) SLA
2 41 (2.38%) Accessibility
3 29 (1.68%) Data Quality
4 15 (0.87%) PMO
5 9 (0.52%) QA
System Software
1 92 (5.33%) HDFS
2 65 (3.77%) Active Directory
3 26 (1.51%) Docker
4 11 (0.64%) Time Sharing Option
5 2 (0.12%) Apache ZooKeeper
Systems Management
1 206 (11.94%) Kubernetes
2 201 (11.65%) Terraform
3 142 (8.23%) Grafana
4 60 (3.48%) Prometheus
5 21 (1.22%) HAProxy
5 21 (1.22%) ITRS Geneos
5 21 (1.22%) Kibana
5 21 (1.22%) Zipkin
6 7 (0.41%) Graphite
Vendors
1 238 (13.79%) Oracle
2 216 (12.51%) Databricks
3 153 (8.86%) Splunk
4 138 (8.00%) Dynatrace
5 82 (4.75%) Informatica
6 62 (3.59%) Cloudera
7 52 (3.01%) Alteryx
8 47 (2.72%) Google
9 18 (1.04%) SaltStack
10 15 (0.87%) Atlassian
10 15 (0.87%) Pega
11 13 (0.75%) Cognos
11 13 (0.75%) Sybase
12 12 (0.70%) Microsoft
13 9 (0.52%) TOWER Software
14 4 (0.23%) ServiceNow
15 2 (0.12%) IBM