Analytics Jobs in Scotland

Analytics
UK > Scotland

The table below provides summary statistics for permanent job vacancies advertised in Scotland requiring Analytics skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Analytics over the 6 months leading up to 21 July 2024, comparing them to the same period in the previous two years.

6 months to
21 Jul 2024
Same period 2023 Same period 2022
Rank 58 29 29
Rank change year-on-year -29 0 +20
Permanent jobs citing Analytics 318 293 523
As % of all permanent jobs advertised in Scotland 5.33% 7.50% 8.39%
As % of the Processes & Methodologies category 6.04% 7.83% 9.06%
Number of salaries quoted 108 154 226
10th Percentile £36,250 £32,500 £31,000
25th Percentile £47,500 £40,000 £38,750
Median annual salary (50th Percentile) £65,000 £57,500 £52,750
Median % change year-on-year +13.04% +9.00% -2.31%
75th Percentile £74,250 £71,250 £63,750
90th Percentile £90,822 £84,056 £75,000
UK median annual salary £60,000 £65,000 £65,000
% change year-on-year -7.69% - +8.33%

All Process and Methodology Skills
Scotland

Analytics 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 5,266 3,740 5,770
As % of all permanent jobs advertised in Scotland 88.19% 95.77% 92.56%
Number of salaries quoted 2,269 1,990 3,057
10th Percentile £30,000 £31,500 £31,250
25th Percentile £40,000 £41,250 £41,250
Median annual salary (50th Percentile) £52,500 £55,000 £55,000
Median % change year-on-year -4.55% - +15.79%
75th Percentile £67,500 £71,250 £70,000
90th Percentile £80,000 £82,548 £83,125
UK median annual salary £55,000 £60,249 £60,000
% change year-on-year -8.71% +0.42% +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 21 July 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 21 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 -45 197 £57,500 +9.52% 16
Edinburgh -2 92 £67,500 +13.40% 10
Lanarkshire -10 4 £80,000 +14.29% 11
Aberdeen - 3 - -
Dundee - 2 - - 1
Highlands - 2 £45,250 -
Renfrewshire - 2 - -
West Lothian - 2 £37,500 -
Perth and Kinross -2 1 £59,608 -
South Ayrshire - 1 £65,000 -
North Lanarkshire - 1 £45,000 -
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 12 (3.77%) SAS
2 7 (2.20%) SharePoint
3 5 (1.57%) Tomcat
3 5 (1.57%) WebSphere
4 2 (0.63%) Apache
5 1 (0.31%) Apache Spark
5 1 (0.31%) Confluence
Applications
1 12 (3.77%) Sketch
2 11 (3.46%) Microsoft Excel
3 10 (3.14%) UserZoom
4 6 (1.89%) Microsoft PowerPoint
5 1 (0.31%) Microsoft Office
5 1 (0.31%) SPSS
Business Applications
1 11 (3.46%) Unit4 Business World
2 3 (0.94%) iTrent
Cloud Services
1 106 (33.33%) AWS
2 49 (15.41%) Azure
3 35 (11.01%) Power Platform
4 25 (7.86%) Figma
5 18 (5.66%) GCP
6 15 (4.72%) Amazon ECS
6 15 (4.72%) Datadog
7 10 (3.14%) Azure DevOps
7 10 (3.14%) Google Analytics
7 10 (3.14%) SurveyMonkey
8 8 (2.52%) Azure Data Factory
9 7 (2.20%) Cloud Computing
9 7 (2.20%) Microsoft 365
10 6 (1.89%) BlazeMeter
10 6 (1.89%) Snowflake
11 5 (1.57%) Azure Sentinel
11 5 (1.57%) Google Ads
12 4 (1.26%) Amazon Ads
12 4 (1.26%) Google Data Studio
13 3 (0.94%) Azure Synapse Analytics
Communications & Networking
1 7 (2.20%) Network Security
2 6 (1.89%) Firewall
3 2 (0.63%) HTTP
3 2 (0.63%) MQTT
4 1 (0.31%) LAN
4 1 (0.31%) RSVP
4 1 (0.31%) WAN
Database & Business Intelligence
1 33 (10.38%) Power BI
2 29 (9.12%) Data Warehouse
3 22 (6.92%) Tableau
4 20 (6.29%) Relational Database
5 11 (3.46%) DB2
6 10 (3.14%) NoSQL
7 9 (2.83%) Hadoop
8 8 (2.52%) Data Lake
8 8 (2.52%) MongoDB
8 8 (2.52%) MySQL
9 6 (1.89%) Apache Cassandra
9 6 (1.89%) Data Vault
10 5 (1.57%) Big Data
10 5 (1.57%) Pentaho
11 4 (1.26%) Looker
11 4 (1.26%) SQL Server
12 3 (0.94%) BusinessObjects
12 3 (0.94%) Delta Lake
12 3 (0.94%) Metadata
12 3 (0.94%) RDBMS
Development Applications
1 28 (8.81%) Jenkins
2 22 (6.92%) JIRA
3 15 (4.72%) GitLab
4 6 (1.89%) Git
4 6 (1.89%) JUnit
5 5 (1.57%) Bitbucket
6 3 (0.94%) Sonatype Nexus
6 3 (0.94%) Spinnaker
7 1 (0.31%) Gradle
7 1 (0.31%) IBM UrbanCode
7 1 (0.31%) Maven
7 1 (0.31%) Oracle Forms
7 1 (0.31%) Rational DOORS
7 1 (0.31%) Rational Rhapsody
General
1 193 (60.69%) Finance
2 149 (46.86%) Inclusion and Diversity
3 138 (43.40%) Law
4 132 (41.51%) Marketing
5 81 (25.47%) Social Skills
6 53 (16.67%) Financial Institution
7 38 (11.95%) Banking
8 33 (10.38%) Analytical Skills
9 29 (9.12%) Presentation Skills
10 23 (7.23%) Legal
11 20 (6.29%) Games
12 19 (5.97%) Investment Banking
13 16 (5.03%) Public Sector
13 16 (5.03%) Retail
14 9 (2.83%) Organisational Skills
15 7 (2.20%) Private Banking
16 6 (1.89%) Influencing Skills
17 4 (1.26%) Publishing
18 3 (0.94%) Manufacturing
18 3 (0.94%) Telecoms
Job Titles
1 54 (16.98%) Software Engineer
2 50 (15.72%) Lead
3 49 (15.41%) Senior
4 41 (12.89%) Engineering Manager
5 35 (11.01%) Data Engineer
6 33 (10.38%) Software Engineering Manager
7 31 (9.75%) Principal Engineer
8 25 (7.86%) Analyst
9 24 (7.55%) Architect
10 21 (6.60%) Data Manager
11 20 (6.29%) Principal Software Engineer
12 18 (5.66%) Principal Architect
13 15 (4.72%) AWS Engineer
13 15 (4.72%) AWS Software Engineer
13 15 (4.72%) Python Engineer
13 15 (4.72%) Python Software Engineer
14 14 (4.40%) Consultant
15 12 (3.77%) Cloud Architect
15 12 (3.77%) Cloud Solutions Architect
15 12 (3.77%) Principal Solutions Architect
Libraries, Frameworks & Software Standards
1 61 (19.18%) Spring
2 49 (15.41%) Spring Boot
3 33 (10.38%) RESTful
4 15 (4.72%) .NET
5 14 (4.40%) Kafka
6 9 (2.83%) CSS
6 9 (2.83%) HTML
6 9 (2.83%) React
7 6 (1.89%) AngularJS
7 6 (1.89%) JPA
7 6 (1.89%) REST
8 4 (1.26%) Django
8 4 (1.26%) Middleware
9 2 (0.63%) Flask
9 2 (0.63%) jQuery
9 2 (0.63%) PySpark
9 2 (0.63%) RabbitMQ
9 2 (0.63%) Twitter Bootstrap
10 1 (0.31%) Apache NiFi
10 1 (0.31%) HTML5
Miscellaneous
1 71 (22.33%) Cloud Native
2 40 (12.58%) Algorithms
3 33 (10.38%) Distributed Applications
4 26 (8.18%) Management Information System
5 18 (5.66%) Public Cloud
6 15 (4.72%) Data Structures
7 12 (3.77%) Legacy Systems
8 11 (3.46%) Product Ownership
9 7 (2.20%) Credit Risk
10 6 (1.89%) Reference Data
11 5 (1.57%) Hedge funds
12 4 (1.26%) Distributed Denial-of-Service
13 2 (0.63%) Analytical Mindset
13 2 (0.63%) Arduino
13 2 (0.63%) Greenfield Project
13 2 (0.63%) IoT
13 2 (0.63%) Raspberry Pi
13 2 (0.63%) Tandem
14 1 (0.31%) Renewable Energy
14 1 (0.31%) Self-Motivation
Operating Systems
1 22 (6.92%) Linux
2 16 (5.03%) Unix
3 11 (3.46%) Windows
3 11 (3.46%) Windows Server
Processes & Methodologies
1 146 (45.91%) Agile
2 126 (39.62%) Software Engineering
3 91 (28.62%) Data Analytics
4 78 (24.53%) SDLC
5 75 (23.58%) Computer Science
6 70 (22.01%) CI/CD
7 65 (20.44%) Mathematics
8 59 (18.55%) Machine Learning
9 57 (17.92%) Mentoring
9 57 (17.92%) Visualisation
10 56 (17.61%) Data Analysis
11 54 (16.98%) DevOps
12 51 (16.04%) Artificial Intelligence
13 49 (15.41%) Operational Stability
14 45 (14.15%) Data Science
15 44 (13.84%) Data Management
15 44 (13.84%) Microservices
15 44 (13.84%) Strategic Thinking
16 43 (13.52%) Problem-Solving
17 42 (13.21%) ETL
Programming Languages
1 81 (25.47%) Python
2 79 (24.84%) Java
3 66 (20.75%) SQL
4 14 (4.40%) JavaScript
5 5 (1.57%) PowerShell
5 5 (1.57%) R
5 5 (1.57%) Shell Script
6 3 (0.94%) Bash
6 3 (0.94%) VBA
7 2 (0.63%) Scala
7 2 (0.63%) T-SQL
7 2 (0.63%) TypeScript
8 1 (0.31%) C#
8 1 (0.31%) C++
8 1 (0.31%) Groovy
8 1 (0.31%) Kotlin
8 1 (0.31%) Ruby
Qualifications
1 49 (15.41%) Degree
2 11 (3.46%) CISA
2 11 (3.46%) Computer Science Degree
3 5 (1.57%) CISM
3 5 (1.57%) CISSP
3 5 (1.57%) CompTIA Security+
3 5 (1.57%) SSCP
4 4 (1.26%) Master's Degree
5 2 (0.63%) ITIL Certification
5 2 (0.63%) Security Cleared
6 1 (0.31%) DBS Check
6 1 (0.31%) DV Cleared
6 1 (0.31%) ITIL Foundation Certificate
6 1 (0.31%) OCP
6 1 (0.31%) Oracle Certification
6 1 (0.31%) SC Cleared
Quality Assurance & Compliance
1 17 (5.35%) Data Quality
2 12 (3.77%) Actionable Recommendations
3 11 (3.46%) ITGC
3 11 (3.46%) PMO
3 11 (3.46%) QA
4 8 (2.52%) ISO/IEC 27001
5 6 (1.89%) IFRS
5 6 (1.89%) IFRS 9
6 5 (1.57%) ISO 22301
7 3 (0.94%) NCSC
7 3 (0.94%) NIST
7 3 (0.94%) SOC 2
8 1 (0.31%) Accessibility
8 1 (0.31%) IEC 61508
System Software
1 19 (5.97%) Docker
2 2 (0.63%) Firmware
Systems Management
1 26 (8.18%) Grafana
1 26 (8.18%) Terraform
2 20 (6.29%) Kubernetes
3 17 (5.35%) Prometheus
4 5 (1.57%) Ansible
4 5 (1.57%) ITRS Geneos
5 1 (0.31%) Progress Chef
5 1 (0.31%) Puppet
Vendors
1 40 (12.58%) Microsoft
2 36 (11.32%) Google
3 32 (10.06%) Oracle
3 32 (10.06%) Splunk
4 22 (6.92%) Dynatrace
5 18 (5.66%) Databricks
6 16 (5.03%) SAP
7 13 (4.09%) ServiceNow
8 11 (3.46%) Sage
9 10 (3.14%) Qualtrics
10 5 (1.57%) AppDynamics
10 5 (1.57%) CA
10 5 (1.57%) Sybase
11 3 (0.94%) HubSpot
12 2 (0.63%) Adobe
12 2 (0.63%) NVIDIA
12 2 (0.63%) Sophos
12 2 (0.63%) Zoho
13 1 (0.31%) Atlassian
13 1 (0.31%) Teradata