Analytics Jobs in Scotland

Analytics
UK > Scotland

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 10 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
10 May 2024
Same period 2023 Same period 2022
Rank 54 46 41
Rank change year-on-year -8 -5 +2
Permanent jobs citing Analytics 440 276 386
As % of all permanent jobs advertised in Scotland 6.56% 5.97% 6.67%
As % of the Processes & Methodologies category 7.09% 6.33% 7.33%
Number of salaries quoted 122 139 177
10th Percentile £41,250 £32,500 £31,701
25th Percentile £46,604 £40,000 £40,606
Median annual salary (50th Percentile) £60,249 £59,526 £55,000
Median % change year-on-year +1.21% +8.23% +4.76%
75th Percentile £73,000 £71,250 £65,000
90th Percentile £96,539 £77,715 £80,000
UK median annual salary £59,300 £65,000 £65,000
% change year-on-year -8.77% - +8.33%

All Process and Methodology Skills
Scotland

Analytics 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 6,203 4,358 5,265
As % of all permanent jobs advertised in Scotland 92.46% 94.29% 90.98%
Number of salaries quoted 2,419 2,188 2,782
10th Percentile £28,750 £32,000 £30,500
25th Percentile £40,250 £41,938 £40,000
Median annual salary (50th Percentile) £52,500 £57,500 £54,000
Median % change year-on-year -8.70% +6.48% +10.20%
75th Percentile £65,000 £73,449 £67,500
90th Percentile £80,000 £85,000 £82,500
UK median annual salary £55,000 £61,190 £60,000
% change year-on-year -10.12% +1.98% +9.09%

Analytics
Job Vacancy Trend in Scotland

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

Job vacancy trend for Analytics in Scotland

Analytics
Salary Trend in Scotland

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

Salary trend for Analytics in Scotland

Analytics
Salary Histogram in Scotland

Salary distribution for jobs citing Analytics in Scotland over the 6 months to 10 May 2024.

Salary histogram for Analytics in Scotland

Analytics
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Scotland region over the 6 months to 10 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 -23 294 £57,500 +9.52% 23
Edinburgh +18 112 £65,000 +9.20% 29
Dundee - 7 £50,000 -
Lanarkshire -1 6 £45,000 -35.71% 5
Renfrewshire - 4 £32,543 -
North Lanarkshire -4 3 £45,000 +20.00%
Highlands - 2 £45,250 - 1
Aberdeen - 2 - - 8
West Lothian - 2 £37,500 -
South Ayrshire - 1 £65,000 - 1
Analytics
UK

Analytics
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 24 (5.45%) Apache
2 23 (5.23%) Apache Spark
3 10 (2.27%) SharePoint
4 9 (2.05%) SAS
5 5 (1.14%) Tomcat
5 5 (1.14%) WebSphere
6 1 (0.23%) Confluence
Applications
1 32 (7.27%) UserZoom
2 12 (2.73%) Sketch
3 11 (2.50%) Microsoft Excel
4 6 (1.36%) Microsoft PowerPoint
5 1 (0.23%) Microsoft Office
Business Applications
1 11 (2.50%) Unit4 Business World
Cloud Services
1 151 (34.32%) AWS
2 57 (12.95%) Azure
3 49 (11.14%) Figma
4 44 (10.00%) Power Platform
5 39 (8.86%) GCP
6 32 (7.27%) SurveyMonkey
7 15 (3.41%) Amazon ECS
7 15 (3.41%) Datadog
8 13 (2.95%) BlazeMeter
9 12 (2.73%) Cloud Computing
9 12 (2.73%) Microsoft 365
10 10 (2.27%) Google Analytics
10 10 (2.27%) SaaS
10 10 (2.27%) Snowflake
11 7 (1.59%) Azure DevOps
11 7 (1.59%) PowerApps
12 5 (1.14%) Azure Data Factory
12 5 (1.14%) Azure Logic Apps
12 5 (1.14%) Azure Monitor
12 5 (1.14%) Dynamics 365
Communications & Networking
1 18 (4.09%) DSL
2 7 (1.59%) HTTP
2 7 (1.59%) MQTT
3 3 (0.68%) Firewall
4 2 (0.45%) Network Security
5 1 (0.23%) RSVP
Database & Business Intelligence
1 44 (10.00%) Tableau
2 39 (8.86%) Power BI
3 30 (6.82%) Data Warehouse
4 29 (6.59%) DB2
5 26 (5.91%) Data Lake
6 25 (5.68%) Big Data
6 25 (5.68%) MongoDB
6 25 (5.68%) Relational Database
7 13 (2.95%) MySQL
7 13 (2.95%) NoSQL
8 8 (1.82%) Apache Cassandra
9 5 (1.14%) Pentaho
9 5 (1.14%) PostgreSQL
10 4 (0.91%) Flink
10 4 (0.91%) Hadoop
11 3 (0.68%) Delta Lake
11 3 (0.68%) Looker
11 3 (0.68%) RDBMS
12 2 (0.45%) Data Vault
12 2 (0.45%) Metadata
Development Applications
1 50 (11.36%) Jenkins
2 29 (6.59%) JIRA
3 15 (3.41%) GitLab
4 14 (3.18%) JUnit
5 11 (2.50%) Git
6 5 (1.14%) Bitbucket
7 3 (0.68%) Sonatype Nexus
7 3 (0.68%) Spinnaker
8 1 (0.23%) Gradle
8 1 (0.23%) IBM UrbanCode
8 1 (0.23%) Maven
8 1 (0.23%) Oracle Forms
8 1 (0.23%) Rational DOORS
8 1 (0.23%) Rational Rhapsody
General
1 306 (69.55%) Finance
2 245 (55.68%) Inclusion and Diversity
3 238 (54.09%) Law
4 226 (51.36%) Marketing
5 122 (27.73%) Social Skills
6 93 (21.14%) Financial Institution
7 82 (18.64%) Banking
8 59 (13.41%) Presentation Skills
9 44 (10.00%) Analytical Skills
10 37 (8.41%) Investment Banking
11 24 (5.45%) Legal
12 20 (4.55%) Games
12 20 (4.55%) Retail
13 19 (4.32%) Public Sector
14 14 (3.18%) Private Banking
15 11 (2.50%) Organisational Skills
16 8 (1.82%) Influencing Skills
16 8 (1.82%) Telecoms
17 7 (1.59%) Electronics
17 7 (1.59%) Manufacturing
Job Titles
1 63 (14.32%) Engineering Manager
2 62 (14.09%) Software Engineer
3 61 (13.86%) Senior
4 55 (12.50%) Software Engineering Manager
5 51 (11.59%) Lead
6 43 (9.77%) Data Engineer
7 42 (9.55%) Software Engineering Director
8 40 (9.09%) Principal Engineer
9 33 (7.50%) Architect
10 32 (7.27%) User Experience Researcher
11 29 (6.59%) Principal Software Engineer
12 25 (5.68%) Analyst
13 21 (4.77%) Technology Director
14 20 (4.55%) Data Manager
15 18 (4.09%) Data Analyst
15 18 (4.09%) Senior Analyst
16 16 (3.64%) Solutions Architect
17 15 (3.41%) Developer
17 15 (3.41%) Product Manager
17 15 (3.41%) Python Engineer
Libraries, Frameworks & Software Standards
1 95 (21.59%) Spring
2 75 (17.05%) Spring Boot
3 49 (11.14%) RESTful
4 35 (7.95%) Kafka
5 24 (5.45%) React
6 22 (5.00%) Apache NiFi
7 19 (4.32%) REST
8 16 (3.64%) AngularJS
9 15 (3.41%) .NET
10 13 (2.95%) JPA
11 12 (2.73%) Django
12 8 (1.82%) CSS
12 8 (1.82%) HTML
13 7 (1.59%) Flask
14 5 (1.14%) RabbitMQ
15 4 (0.91%) Middleware
16 2 (0.45%) jQuery
16 2 (0.45%) Twitter Bootstrap
17 1 (0.23%) CSS3
17 1 (0.23%) HTML5
Miscellaneous
1 147 (33.41%) Cloud Native
2 49 (11.14%) Distributed Applications
3 48 (10.91%) Product Ownership
4 44 (10.00%) Algorithms
5 39 (8.86%) Management Information System
6 36 (8.18%) Public Cloud
7 21 (4.77%) Taxonomies
8 18 (4.09%) Legacy Systems
9 15 (3.41%) Data Structures
10 8 (1.82%) IoT
10 8 (1.82%) Virtual Team
11 7 (1.59%) Arduino
11 7 (1.59%) Raspberry Pi
12 6 (1.36%) Credit Risk
12 6 (1.36%) Reference Data
13 4 (0.91%) Distributed Denial-of-Service
13 4 (0.91%) Hedge funds
14 3 (0.68%) Enterprise Software
15 1 (0.23%) Analytical Mindset
15 1 (0.23%) Life Science
Operating Systems
1 25 (5.68%) Linux
2 19 (4.32%) Windows
3 16 (3.64%) Unix
4 11 (2.50%) Windows Server
5 8 (1.82%) Mac OS
Processes & Methodologies
1 249 (56.59%) Agile
2 202 (45.91%) Software Engineering
3 153 (34.77%) Data Analytics
4 152 (34.55%) SDLC
5 140 (31.82%) CI/CD
6 118 (26.82%) Machine Learning
7 107 (24.32%) Computer Science
8 97 (22.05%) Visualisation
9 86 (19.55%) Artificial Intelligence
10 84 (19.09%) Mentoring
11 81 (18.41%) Data Analysis
11 81 (18.41%) User Experience
12 80 (18.18%) Mathematics
12 80 (18.18%) Product Management
13 78 (17.73%) Operational Stability
14 76 (17.27%) DevOps
15 75 (17.05%) Decision-Making
16 74 (16.82%) Data Modelling
17 73 (16.59%) Microservices
18 71 (16.14%) Problem-Solving
Programming Languages
1 132 (30.00%) Python
2 131 (29.77%) Java
3 97 (22.05%) SQL
4 21 (4.77%) Scala
5 18 (4.09%) PL/SQL
6 16 (3.64%) JavaScript
7 8 (1.82%) PowerShell
8 7 (1.59%) TypeScript
9 5 (1.14%) R
9 5 (1.14%) Shell Script
10 4 (0.91%) Bash
11 2 (0.45%) T-SQL
12 1 (0.23%) C#
12 1 (0.23%) C++
12 1 (0.23%) Go
12 1 (0.23%) Groovy
12 1 (0.23%) Kotlin
12 1 (0.23%) Ruby
Qualifications
1 79 (17.95%) Degree
2 15 (3.41%) Security Cleared
3 14 (3.18%) Computer Science Degree
3 14 (3.18%) SC Cleared
4 11 (2.50%) CISA
5 4 (0.91%) OCP
5 4 (0.91%) Oracle Certification
6 3 (0.68%) CISM
6 3 (0.68%) CISSP
6 3 (0.68%) CompTIA Security+
6 3 (0.68%) SSCP
7 2 (0.45%) ISACA
7 2 (0.45%) ITIL Certification
7 2 (0.45%) Postgraduate
8 1 (0.23%) ACCA
8 1 (0.23%) DBS Check
8 1 (0.23%) DV Cleared
8 1 (0.23%) HND
8 1 (0.23%) Master's Degree
Quality Assurance & Compliance
1 34 (7.73%) Actionable Recommendations
2 18 (4.09%) SLA
3 11 (2.50%) Data Quality
3 11 (2.50%) ITGC
3 11 (2.50%) PMO
4 7 (1.59%) ISO/IEC 27001
5 6 (1.36%) QA
6 4 (0.91%) IFRS
6 4 (0.91%) IFRS 9
6 4 (0.91%) SOC 2
7 3 (0.68%) ISO 22301
8 2 (0.45%) NCSC
8 2 (0.45%) NIST
9 1 (0.23%) Basel III
9 1 (0.23%) CRD IV
9 1 (0.23%) GLP
9 1 (0.23%) GMP
9 1 (0.23%) IEC 61508
9 1 (0.23%) Sarbanes-Oxley
System Software
1 20 (4.55%) Docker
2 7 (1.59%) Firmware
Systems Management
1 42 (9.55%) Kubernetes
2 33 (7.50%) Grafana
3 27 (6.14%) Terraform
4 17 (3.86%) Prometheus
5 8 (1.82%) Ansible
6 5 (1.14%) ITRS Geneos
7 1 (0.23%) Progress Chef
7 1 (0.23%) Puppet
7 1 (0.23%) Rancher
Vendors
1 58 (13.18%) Databricks
2 55 (12.50%) Oracle
3 46 (10.45%) Google
4 38 (8.64%) Microsoft
5 33 (7.50%) Splunk
6 32 (7.27%) Qualtrics
7 29 (6.59%) Dynatrace
8 23 (5.23%) Sybase
9 18 (4.09%) Alteryx
9 18 (4.09%) Cognos
9 18 (4.09%) SAP
10 13 (2.95%) ServiceNow
11 11 (2.50%) Sage
12 9 (2.05%) Dell
13 7 (1.59%) NVIDIA
14 6 (1.36%) CA
15 5 (1.14%) AppDynamics
15 5 (1.14%) Sophos
16 3 (0.68%) HubSpot
17 2 (0.45%) Zoho