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 6 December 2023 with a comparison to the same period in the previous 2 years.

6 months to
6 Dec 2023
Same period 2022 Same period 2021
Rank 36 28 36
Rank change year-on-year -8 +8 +12
Permanent jobs citing Analytics 240 439 320
As % of all permanent jobs advertised in Scotland 8.17% 8.79% 6.97%
As % of the Processes & Methodologies category 8.48% 9.37% 7.49%
Number of salaries quoted 133 173 170
10th Percentile £32,500 £32,830 £34,875
25th Percentile £42,439 £41,250 £43,750
Median annual salary (50th Percentile) £59,556 £55,000 £50,000
Median % change year-on-year +8.28% +10.00% -
75th Percentile £72,433 £70,000 £60,000
90th Percentile £94,437 £82,820 £71,250
UK median annual salary £65,000 £65,000 £62,500
% change year-on-year - +4.00% +4.17%

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 2,831 4,687 4,274
As % of all permanent jobs advertised in Scotland 96.42% 93.83% 93.07%
Number of salaries quoted 1,762 2,582 2,699
10th Percentile £25,000 £33,300 £30,000
25th Percentile £35,000 £41,250 £38,750
Median annual salary (50th Percentile) £52,500 £55,000 £50,000
Median % change year-on-year -4.55% +10.00% +5.26%
75th Percentile £69,800 £72,500 £65,500
90th Percentile £83,000 £85,000 £80,000
UK median annual salary £60,000 £60,500 £60,000
% change year-on-year -0.83% +0.83% +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 6 December 2023.

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 6 December 2023. 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
Edinburgh +9 133 £70,288 +27.80% 45
Glasgow -6 93 £42,500 -22.73% 19
Dundee +7 7 £47,557 +5.68% 2
Lanarkshire +26 4 £65,000 +36.84% 2
Renfrewshire +7 1 - -
Stirling +5 1 £31,550 +13.69%
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 10 (4.17%) Apache Spark
1 10 (4.17%) SAS
2 9 (3.75%) Apache
3 4 (1.67%) Confluence
3 4 (1.67%) SharePoint Server
4 1 (0.42%) ArcGIS
Applications
1 15 (6.25%) Microsoft Excel
2 13 (5.42%) Microsoft Office
3 3 (1.25%) UserZoom
4 1 (0.42%) Microsoft PowerPoint
4 1 (0.42%) Photoshop
Business Applications
1 4 (1.67%) Unit4 Business World
2 3 (1.25%) Oracle Receivables
3 1 (0.42%) IBM Planning Analytics
3 1 (0.42%) Oracle ERP
3 1 (0.42%) Shopify
Cloud Services
1 37 (15.42%) Power Platform
2 32 (13.33%) Azure
3 29 (12.08%) GCP
4 22 (9.17%) Google Analytics
4 22 (9.17%) SaaS
5 19 (7.92%) AWS
6 11 (4.58%) Microsoft 365
6 11 (4.58%) PaaS
7 10 (4.17%) IaaS
8 9 (3.75%) GitHub
9 7 (2.92%) Vertex AI
10 6 (2.50%) GitHub Actions
11 5 (2.08%) Apigee
11 5 (2.08%) Google Kubernetes Engine
11 5 (2.08%) Serverless
12 3 (1.25%) Adobe Analytics
12 3 (1.25%) Azure AKS
12 3 (1.25%) BlazeMeter
12 3 (1.25%) Cloud Computing
12 3 (1.25%) SurveyMonkey
Communications & Networking
1 7 (2.92%) DHCP
1 7 (2.92%) DNS
2 4 (1.67%) Network Security
2 4 (1.67%) SNMP
3 3 (1.25%) DMZ
3 3 (1.25%) DSL
3 3 (1.25%) HTTP
3 3 (1.25%) MQTT
3 3 (1.25%) VPN
4 1 (0.42%) Internet
Database & Business Intelligence
1 37 (15.42%) Power BI
2 34 (14.17%) Data Warehouse
3 19 (7.92%) Tableau
4 18 (7.50%) Data Lake
5 17 (7.08%) NoSQL
6 16 (6.67%) SQL Server
7 12 (5.00%) SQL Server Integration Services
7 12 (5.00%) SQL Server Reporting Services
8 11 (4.58%) Big Data
9 10 (4.17%) Relational Database
10 8 (3.33%) BigQuery
10 8 (3.33%) PostgreSQL
11 7 (2.92%) DB2
12 5 (2.08%) Bigtable
12 5 (2.08%) Data Hub
12 5 (2.08%) Looker
12 5 (2.08%) MongoDB
12 5 (2.08%) MySQL
13 3 (1.25%) InfluxDB
13 3 (1.25%) Power Query
Development Applications
1 21 (8.75%) Jenkins
2 11 (4.58%) Git
2 11 (4.58%) JIRA
3 8 (3.33%) SonarQube
4 6 (2.50%) JUnit
4 6 (2.50%) Maven
4 6 (2.50%) Sonatype Nexus
5 4 (1.67%) Spinnaker
6 2 (0.83%) GitLab
7 1 (0.42%) Ant
7 1 (0.42%) Artifactory
7 1 (0.42%) Cucumber
7 1 (0.42%) Cypress.io
7 1 (0.42%) Gradle
7 1 (0.42%) Mocha
7 1 (0.42%) RStudio
7 1 (0.42%) Selenium
7 1 (0.42%) Zephyr
General
1 116 (48.33%) Finance
2 96 (40.00%) Social Skills
3 90 (37.50%) Banking
4 54 (22.50%) Marketing
5 44 (18.33%) Inclusion and Diversity
6 32 (13.33%) Analytical Skills
7 31 (12.92%) Retail
8 16 (6.67%) Law
9 10 (4.17%) Presentation Skills
9 10 (4.17%) Public Sector
10 8 (3.33%) Manufacturing
11 6 (2.50%) Financial Institution
12 5 (2.08%) Influencing Skills
13 4 (1.67%) Legal
13 4 (1.67%) Organisational Skills
13 4 (1.67%) Retail Banking
14 3 (1.25%) Electronics
14 3 (1.25%) Investment Banking
14 3 (1.25%) Private Banking
14 3 (1.25%) Telecoms
Job Titles
1 68 (28.33%) Architect
2 47 (19.58%) Solutions Architect
3 43 (17.92%) Senior
4 39 (16.25%) Presales Solution Architect
5 26 (10.83%) Analyst
6 15 (6.25%) Principal Engineer
7 13 (5.42%) Data Analyst
7 13 (5.42%) Senior Analyst
8 12 (5.00%) Consultant
8 12 (5.00%) Software Engineer
9 10 (4.17%) Developer
9 10 (4.17%) Enterprise Architect
9 10 (4.17%) Principal Software Engineer
9 10 (4.17%) SEO Executive
9 10 (4.17%) SEO Manager
10 9 (3.75%) Data Architect
10 9 (3.75%) Senior Software Engineer
10 9 (3.75%) Senior Windows Engineer
10 9 (3.75%) Windows Engineer
11 7 (2.92%) Data Engineer
Libraries, Frameworks & Software Standards
1 10 (4.17%) Django
1 10 (4.17%) Kafka
2 7 (2.92%) OpenID
2 7 (2.92%) Spring Boot
3 6 (2.50%) HTML
3 6 (2.50%) Spring
4 5 (2.08%) Middleware
4 5 (2.08%) React
5 4 (1.67%) Apache NiFi
5 4 (1.67%) Pandas
6 3 (1.25%) CSS
6 3 (1.25%) Flask
6 3 (1.25%) REST
6 3 (1.25%) XGBoost
7 2 (0.83%) Elastic Stack
7 2 (0.83%) Hibernate
7 2 (0.83%) RabbitMQ
8 1 (0.42%) AngularJS
8 1 (0.42%) Node.js
8 1 (0.42%) Twitter Bootstrap
Miscellaneous
1 33 (13.75%) Cloud Native
2 27 (11.25%) Public Cloud
3 13 (5.42%) Data Structures
3 13 (5.42%) Product Ownership
4 10 (4.17%) Credit Risk
5 9 (3.75%) Virtual Team
6 8 (3.33%) Legacy Systems
7 7 (2.92%) Blockchain
7 7 (2.92%) Mainframe
8 6 (2.50%) IoT
9 5 (2.08%) Hybrid Cloud
9 5 (2.08%) Management Information System
10 4 (1.67%) Enterprise Storage
11 3 (1.25%) Arduino
11 3 (1.25%) Augmented Reality
11 3 (1.25%) Data Centre
11 3 (1.25%) PKI
11 3 (1.25%) Raspberry Pi
11 3 (1.25%) Renewable Energy
11 3 (1.25%) Taxonomies
Operating Systems
1 25 (10.42%) Windows
2 23 (9.58%) Linux
3 13 (5.42%) Unix
4 9 (3.75%) Mac OS
5 8 (3.33%) Windows Server
6 4 (1.67%) Mac OS X
6 4 (1.67%) Windows Server 2012
6 4 (1.67%) Windows Server 2016
6 4 (1.67%) Windows Server 2019
Processes & Methodologies
1 128 (53.33%) Agile
2 105 (43.75%) Data Analytics
3 90 (37.50%) Problem-Solving
4 61 (25.42%) Actionable Insight
5 50 (20.83%) Technology Strategy
6 46 (19.17%) Thought Leadership
7 43 (17.92%) Digital Transformation Programme
8 40 (16.67%) Business Intelligence
8 40 (16.67%) Commercial Awareness
8 40 (16.67%) IT Strategy
9 39 (16.25%) Business Case
9 39 (16.25%) Contract Negotiation
9 39 (16.25%) Presales
10 38 (15.83%) Machine Learning
11 37 (15.42%) Decision-Making
12 35 (14.58%) Artificial Intelligence
12 35 (14.58%) Data Science
13 33 (13.75%) Software Engineering
14 31 (12.92%) CI/CD
15 30 (12.50%) Data Modelling
Programming Languages
1 62 (25.83%) SQL
2 50 (20.83%) Python
3 15 (6.25%) Java
4 9 (3.75%) JavaScript
4 9 (3.75%) PowerShell
5 7 (2.92%) Scala
6 6 (2.50%) Bash
6 6 (2.50%) T-SQL
7 5 (2.08%) R
8 4 (1.67%) PL/SQL
9 3 (1.25%) Groovy
10 2 (0.83%) C#
10 2 (0.83%) C++
10 2 (0.83%) Go
10 2 (0.83%) Kusto Query Language
11 1 (0.42%) Kotlin
11 1 (0.42%) MATLAB
11 1 (0.42%) Ruby
11 1 (0.42%) Rust
11 1 (0.42%) TypeScript
Qualifications
1 47 (19.58%) SC Cleared
1 47 (19.58%) Security Cleared
2 27 (11.25%) Degree
3 11 (4.58%) Computer Science Degree
4 4 (1.67%) CISA
4 4 (1.67%) Master's Degree
5 3 (1.25%) OCP
5 3 (1.25%) Oracle Certification
Quality Assurance & Compliance
1 13 (5.42%) Data Quality
2 7 (2.92%) Actionable Recommendations
3 5 (2.08%) Accessibility
4 4 (1.67%) ITGC
4 4 (1.67%) PMO
5 3 (1.25%) SLA
6 2 (0.83%) IFRS
6 2 (0.83%) IFRS 9
6 2 (0.83%) NIST
7 1 (0.42%) Basel III
7 1 (0.42%) CRD IV
7 1 (0.42%) Cyber Essentials
7 1 (0.42%) GDPR
7 1 (0.42%) GRC
7 1 (0.42%) ISO 22301
7 1 (0.42%) ISO/IEC 27001
System Software
1 7 (2.92%) Docker
2 4 (1.67%) Active Directory
2 4 (1.67%) Hyper-V
3 3 (1.25%) Firmware
4 1 (0.42%) BitLocker
Systems Management
1 18 (7.50%) Kubernetes
2 17 (7.08%) Terraform
3 10 (4.17%) Ansible
4 7 (2.92%) Grafana
5 4 (1.67%) Prometheus
5 4 (1.67%) vRealize
5 4 (1.67%) vRealize Orchestrator
6 3 (1.25%) Progress Chef
7 2 (0.83%) Istio
7 2 (0.83%) Kibana
8 1 (0.42%) Active Directory Federation Services
8 1 (0.42%) Nagios
8 1 (0.42%) Puppet
8 1 (0.42%) Rancher
8 1 (0.42%) Wonderware InTouch
Vendors
1 42 (17.50%) Google
2 30 (12.50%) Microsoft
3 14 (5.83%) Dell
3 14 (5.83%) Oracle
4 11 (4.58%) SAP
5 10 (4.17%) Ahrefs
5 10 (4.17%) Databricks
5 10 (4.17%) Teradata
6 7 (2.92%) Dynatrace
7 5 (2.08%) ServiceNow
8 4 (1.67%) Alteryx
8 4 (1.67%) Atlassian
8 4 (1.67%) Dataiku
8 4 (1.67%) Sage
8 4 (1.67%) Salesforce
8 4 (1.67%) Splunk
8 4 (1.67%) Workday
9 3 (1.25%) Adobe
9 3 (1.25%) MicroStrategy
9 3 (1.25%) Sybase