Artificial Intelligence Jobs in Scotland

Artificial Intelligence (AI)
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring Artificial Intelligence skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Artificial Intelligence over the 6 months leading up to 16 June 2024, comparing them to the same period in the previous two years.

6 months to
16 Jun 2024
Same period 2023 Same period 2022
Rank 14 118 152
Rank change year-on-year +104 +34 -41
Permanent jobs citing Artificial Intelligence 1,319 102 116
As % of all permanent jobs advertised in Scotland 19.29% 2.38% 1.83%
As % of the Processes & Methodologies category 21.57% 2.52% 2.01%
Number of salaries quoted 64 42 62
10th Percentile £55,000 £42,500 £37,900
25th Percentile £57,500 £50,000 £49,063
Median annual salary (50th Percentile) £65,000 £65,000 £60,000
Median % change year-on-year - +8.33% +23.08%
75th Percentile £74,039 £84,056 £75,000
90th Percentile £97,212 £94,875 £81,250
UK median annual salary £70,000 £75,000 £70,000
% change year-on-year -6.67% +7.14% +7.69%

All Process and Methodology Skills
Scotland

Artificial Intelligence 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 6,115 4,054 5,784
As % of all permanent jobs advertised in Scotland 89.41% 94.68% 91.27%
Number of salaries quoted 2,571 2,031 2,895
10th Percentile £28,250 £32,000 £31,250
25th Percentile £40,000 £41,750 £41,250
Median annual salary (50th Percentile) £52,500 £57,500 £55,000
Median % change year-on-year -8.70% +4.55% +12.24%
75th Percentile £65,000 £72,500 £70,000
90th Percentile £80,000 £85,000 £83,000
UK median annual salary £55,000 £60,899 £60,000
% change year-on-year -9.69% +1.50% +9.09%

Artificial Intelligence
Job Vacancy Trend in Scotland

Job postings citing Artificial Intelligence as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Artificial Intelligence in Scotland

Artificial Intelligence
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Artificial Intelligence in Scotland.

Salary trend for Artificial Intelligence in Scotland

Artificial Intelligence
Salary Histogram in Scotland

Salary distribution for jobs citing Artificial Intelligence in Scotland over the 6 months to 16 June 2024.

Salary histogram for Artificial Intelligence in Scotland

Artificial Intelligence
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the Scotland region over the 6 months to 16 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 +84 1,258 £65,000 +30.00% 9
Edinburgh +24 51 £70,000 +7.69% 11
Dundee -7 6 £50,000 -
Midlothian - 3 - - 2
Inverclyde - 1 £60,000 -
Artificial Intelligence
UK

Artificial Intelligence
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
1 220 (16.68%) Apache Spark
2 98 (7.43%) FileNet
3 16 (1.21%) Apache Airflow
4 11 (0.83%) CICS
5 5 (0.38%) Apache
6 1 (0.076%) CMS
6 1 (0.076%) SharePoint
6 1 (0.076%) Tuxedo
6 1 (0.076%) WordPress
Business Applications
1 4 (0.30%) Oracle Receivables
2 1 (0.076%) Dynamics CRM
Cloud Services
1 631 (47.84%) AWS
2 99 (7.51%) Amazon S3
3 91 (6.90%) Datadog
4 85 (6.44%) Azure
5 54 (4.09%) GCP
6 52 (3.94%) Amazon CloudWatch
7 51 (3.87%) Cloud Computing
8 45 (3.41%) GitHub
9 30 (2.27%) BlazeMeter
10 25 (1.90%) Google Play
11 10 (0.76%) Amazon EKS
11 10 (0.76%) Microsoft 365
12 9 (0.68%) Entra ID
13 7 (0.53%) Amazon Bedrock
13 7 (0.53%) Amazon SageMaker
14 6 (0.45%) Serverless
15 5 (0.38%) AWS Lambda
15 5 (0.38%) ChatGPT
16 4 (0.30%) PaaS
16 4 (0.30%) Power Platform
Communications & Networking
1 10 (0.76%) DSL
2 6 (0.45%) HTTP
2 6 (0.45%) MQTT
3 4 (0.30%) Firewall
3 4 (0.30%) SD-WAN
Database & Business Intelligence
1 319 (24.18%) NoSQL
2 140 (10.61%) Big Data
3 128 (9.70%) Apache Cassandra
4 98 (7.43%) Elasticsearch
5 94 (7.13%) Hadoop
6 91 (6.90%) Apache Hive
7 86 (6.52%) HBase
8 57 (4.32%) Data Lake
9 48 (3.64%) MongoDB
10 39 (2.96%) Qlik Sense
11 21 (1.59%) DB2
11 21 (1.59%) Relational Database
12 17 (1.29%) MySQL
13 15 (1.14%) PostgreSQL
14 14 (1.06%) Oracle Database
15 12 (0.91%) Tableau
16 11 (0.83%) Oracle Database 11g
17 8 (0.61%) Azure SQL Data Warehouse
17 8 (0.61%) Data Warehouse
18 4 (0.30%) Amazon RDS
Development Applications
1 196 (14.86%) JUnit
2 133 (10.08%) Jenkins
3 105 (7.96%) Jasmine
4 101 (7.66%) Git
5 79 (5.99%) Bitbucket Server
6 60 (4.55%) Cypress.io
6 60 (4.55%) Karma Test Runner
6 60 (4.55%) Protractor
6 60 (4.55%) Selenium
6 60 (4.55%) WebDriver
7 45 (3.41%) Mockito
8 25 (1.90%) Android Studio
9 18 (1.36%) JMeter
10 11 (0.83%) ChangeMan
11 7 (0.53%) Maven
12 3 (0.23%) GitLab
13 1 (0.076%) Artifactory
13 1 (0.076%) Rational DOORS
13 1 (0.076%) Rational Rhapsody
General
1 1,242 (94.16%) Finance
2 1,217 (92.27%) Inclusion and Diversity
3 1,211 (91.81%) Law
4 547 (41.47%) Marketing
5 416 (31.54%) Legal
6 244 (18.50%) Banking
7 214 (16.22%) Investment Banking
8 139 (10.54%) Social Skills
9 54 (4.09%) Influencing Skills
10 53 (4.02%) Financial Institution
11 42 (3.18%) Presentation Skills
12 30 (2.27%) Games
13 22 (1.67%) Prime Brokerage
14 19 (1.44%) Private Banking
15 18 (1.36%) Analytical Skills
16 12 (0.91%) Telecoms
17 8 (0.61%) Manufacturing
18 7 (0.53%) Electronics
19 6 (0.45%) Public Sector
20 5 (0.38%) Advertising
Job Titles
1 1,155 (87.57%) Software Engineer
2 513 (38.89%) Java Engineer
3 508 (38.51%) Java Software Engineer
4 343 (26.00%) Lead
5 325 (24.64%) Lead Software Engineer
6 208 (15.77%) Full Stack Engineer
7 207 (15.69%) Full Stack Software Engineer
8 171 (12.96%) AWS Engineer
8 171 (12.96%) AWS Software Engineer
9 167 (12.66%) Python Engineer
9 167 (12.66%) Python Software Engineer
10 149 (11.30%) Senior
11 133 (10.08%) Lead Java Engineer
12 116 (8.79%) Data Engineer
13 110 (8.34%) Senior Software Engineer
14 107 (8.11%) Big Data Engineer
14 107 (8.11%) Big Data Software Engineer
15 94 (7.13%) Developer
16 67 (5.08%) Cloud Engineer
16 67 (5.08%) Cloud Software Engineer
Libraries, Frameworks & Software Standards
1 352 (26.69%) Spring
2 291 (22.06%) React
3 265 (20.09%) AngularJS
4 213 (16.15%) J2EE
5 206 (15.62%) Kafka
6 180 (13.65%) Hibernate
7 174 (13.19%) HTML
8 163 (12.36%) JMS
8 163 (12.36%) Node.js
8 163 (12.36%) Twitter Bootstrap
9 143 (10.84%) CSS
10 137 (10.39%) JSON
11 132 (10.01%) jQuery
12 110 (8.34%) GraphQL
13 102 (7.73%) Spring Integration
14 90 (6.82%) Spring Boot
15 74 (5.61%) PySpark
16 72 (5.46%) OpenTelemetry
17 60 (4.55%) Jest
18 36 (2.73%) XML
Miscellaneous
1 575 (43.59%) Algorithms
2 392 (29.72%) Cloud Native
3 138 (10.46%) Onboarding
4 121 (9.17%) Public Cloud
5 97 (7.35%) Data Structures
6 48 (3.64%) Management Information System
7 36 (2.73%) Reference Data
8 34 (2.58%) Legacy Code
9 23 (1.74%) Distributed Systems
10 18 (1.36%) IoT
10 18 (1.36%) Market Risk
11 17 (1.29%) Credit Risk
12 13 (0.99%) Distributed Computing
13 12 (0.91%) Product Ownership
14 11 (0.83%) Mainframe
14 11 (0.83%) VSAM
15 7 (0.53%) Augmented Reality
15 7 (0.53%) Virtual Reality
16 6 (0.45%) Arduino
16 6 (0.45%) Raspberry Pi
Operating Systems
1 111 (8.42%) Unix
2 51 (3.87%) Linux
3 25 (1.90%) Android
4 11 (0.83%) Windows
5 3 (0.23%) Windows Server
Processes & Methodologies
1 1,234 (93.56%) Machine Learning
2 1,224 (92.80%) Software Engineering
3 1,200 (90.98%) Agile
4 1,103 (83.62%) SDLC
5 1,071 (81.20%) Operational Stability
6 1,042 (79.00%) CI/CD
7 800 (60.65%) Community of Practice
8 617 (46.78%) Visualisation
9 597 (45.26%) Continuous Improvement
10 436 (33.06%) Risk Management
11 301 (22.82%) Decision-Making
12 269 (20.39%) Microservices
13 238 (18.04%) Architectural Design
14 233 (17.66%) Full Stack Development
15 220 (16.68%) Information Architecture
16 174 (13.19%) Continuous Delivery
17 168 (12.74%) Problem-Solving
18 166 (12.59%) TDD
19 158 (11.98%) Computer Science
20 135 (10.24%) Client Onboarding
Programming Languages
1 908 (68.84%) Java
2 518 (39.27%) SQL
3 492 (37.30%) Python
4 187 (14.18%) JavaScript
5 155 (11.75%) TypeScript
6 102 (7.73%) PL/SQL
7 72 (5.46%) Scala
8 25 (1.90%) Kotlin
9 19 (1.44%) C#
10 15 (1.14%) Go
11 14 (1.06%) C++
12 11 (0.83%) COBOL
12 11 (0.83%) JCL
13 5 (0.38%) C
13 5 (0.38%) Rust
14 4 (0.30%) Bash
15 1 (0.076%) T-SQL
Qualifications
1 69 (5.23%) Degree
2 42 (3.18%) Master's Degree
3 41 (3.11%) Computer Science Degree
4 20 (1.52%) AWS Certification
5 14 (1.06%) PhD
6 12 (0.91%) Azure Certification
7 9 (0.68%) CISSP
8 8 (0.61%) Security Cleared
9 7 (0.53%) CISM
10 6 (0.45%) AWS Certified Cloud Practitioner
11 4 (0.30%) CCNA
11 4 (0.30%) Cisco Certification
11 4 (0.30%) Network+ Certification
12 3 (0.23%) PMP
13 2 (0.15%) DBS Check
13 2 (0.15%) PMI Certification
13 2 (0.15%) SC Cleared
14 1 (0.076%) CESG Certified Professional
14 1 (0.076%) DV Cleared
Quality Assurance & Compliance
1 26 (1.97%) Data Quality
2 25 (1.90%) Accessibility
3 10 (0.76%) SLA
4 7 (0.53%) NIST
5 4 (0.30%) DICOM
5 4 (0.30%) HL7
5 4 (0.30%) ISO 13485
6 1 (0.076%) Basel III
6 1 (0.076%) GDPR
6 1 (0.076%) IEC 61508
6 1 (0.076%) ISO/IEC 27001
6 1 (0.076%) ISO/IEC 27005
6 1 (0.076%) NCSC
System Software
1 86 (6.52%) HDFS
2 11 (0.83%) Time Sharing Option
3 6 (0.45%) Docker
3 6 (0.45%) Firmware
4 1 (0.076%) VMware Infrastructure
Systems Management
1 178 (13.50%) Terraform
2 174 (13.19%) Kubernetes
3 110 (8.34%) Grafana
4 39 (2.96%) Prometheus
5 7 (0.53%) Graphite
6 4 (0.30%) Microsoft Intune
7 2 (0.15%) Ansible
Vendors
1 258 (19.56%) Oracle
2 188 (14.25%) Databricks
3 113 (8.57%) Splunk
4 106 (8.04%) Dynatrace
5 79 (5.99%) Informatica
6 56 (4.25%) Cloudera
7 49 (3.71%) Alteryx
8 32 (2.43%) Google
9 18 (1.36%) SaltStack
10 14 (1.06%) Microsoft
11 10 (0.76%) Cognos
11 10 (0.76%) SAP
11 10 (0.76%) Sybase
12 6 (0.45%) NVIDIA
13 4 (0.30%) Cisco
13 4 (0.30%) Confluent
13 4 (0.30%) OpenAI
14 3 (0.23%) Citrix
14 3 (0.23%) VMware
15 2 (0.15%) Thales