Analytics Jobs in Edinburgh

Analytics
Scotland > Edinburgh

The table below provides summary statistics for permanent job vacancies advertised in Edinburgh 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 20 May 2025, comparing them to the same period in the previous two years.

6 months to
20 May 2025
Same period 2024 Same period 2023
Rank 14 27 45
Rank change year-on-year +13 +18 +4
Permanent jobs citing Analytics 124 106 126
As % of all permanent jobs advertised in Edinburgh 13.58% 7.12% 6.24%
As % of the Processes & Methodologies category 13.95% 7.95% 6.52%
Number of salaries quoted 57 64 70
10th Percentile £25,313 £46,306 £39,634
25th Percentile £37,000 £51,918 £42,500
Median annual salary (50th Percentile) £77,606 £65,000 £60,000
Median % change year-on-year +19.39% +8.33% +9.09%
75th Percentile £98,474 £73,914 £77,715
90th Percentile £99,084 £99,542 £78,938
Scotland median annual salary £52,000 £60,249 £59,526
% change year-on-year -13.69% +1.21% +8.23%

All Process and Methodology Skills
Edinburgh

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 Edinburgh.

Permanent vacancies with a requirement for process or methodology skills 889 1,333 1,933
As % of all permanent jobs advertised in Edinburgh 97.37% 89.52% 95.74%
Number of salaries quoted 403 935 1,124
10th Percentile £26,929 £35,000 £35,900
25th Percentile £41,375 £46,250 £44,758
Median annual salary (50th Percentile) £56,500 £60,000 £60,000
Median % change year-on-year -5.83% - +9.09%
75th Percentile £77,500 £72,433 £77,715
90th Percentile £98,474 £97,500 £90,000
Scotland median annual salary £52,000 £52,500 £57,500
% change year-on-year -0.95% -8.70% +4.55%

Analytics
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Analytics in Edinburgh

Analytics
Salary Trend in Edinburgh

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

Salary trend for Analytics in Edinburgh

Analytics
Salary Histogram in Edinburgh

Salary distribution for jobs citing Analytics in Edinburgh over the 6 months to 20 May 2025.

Salary histogram for Analytics in Edinburgh

Analytics
Co-occurring Skills and Capabilities in Edinburgh 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 11 (8.87%) Umbraco
2 7 (5.65%) CMS
2 7 (5.65%) SAS
3 3 (2.42%) Adobe Experience Manager
3 3 (2.42%) Drupal
4 2 (1.61%) Confluence
Applications
1 3 (2.42%) Adobe Premiere
1 3 (2.42%) Photoshop
2 2 (1.61%) Microsoft Excel
3 1 (0.81%) SPSS
Business Applications
1 2 (1.61%) Aladdin
2 1 (0.81%) Cloudability
Cloud Services
1 23 (18.55%) Azure
2 20 (16.13%) AWS
3 18 (14.52%) GCP
4 14 (11.29%) Power Platform
5 11 (8.87%) Google Analytics
6 9 (7.26%) Snowflake
7 7 (5.65%) Adobe Analytics
7 7 (5.65%) Amazon SageMaker
8 3 (2.42%) Azure Data Factory
8 3 (2.42%) Azure Stack
9 2 (1.61%) Azure Synapse Analytics
9 2 (1.61%) Collibra
9 2 (1.61%) Contentsquare
9 2 (1.61%) dbt
9 2 (1.61%) GitHub
9 2 (1.61%) Microsoft Purview
10 1 (0.81%) Amazon S3
10 1 (0.81%) Apigee
10 1 (0.81%) AWS Lambda
10 1 (0.81%) Cloud Computing
Database & Business Intelligence
1 21 (16.94%) Tableau
2 16 (12.90%) Big Data
3 14 (11.29%) Power BI
4 11 (8.87%) BigQuery
5 3 (2.42%) Data Lake
5 3 (2.42%) Relational Database
6 2 (1.61%) Looker
7 1 (0.81%) Amazon QuickSight
7 1 (0.81%) Data Warehouse
7 1 (0.81%) Oracle ODI
7 1 (0.81%) PostgreSQL
7 1 (0.81%) SQL Server
7 1 (0.81%) SQL Server Analysis Services
7 1 (0.81%) SQL Server Integration Services
7 1 (0.81%) SQL Server Reporting Services
7 1 (0.81%) Star Schema
Development Applications
1 6 (4.84%) Git
2 4 (3.23%) Jenkins
2 4 (3.23%) webpack
3 2 (1.61%) ERwin
3 2 (1.61%) JIRA
General
1 69 (55.65%) Finance
2 56 (45.16%) Banking
3 36 (29.03%) Analytical Skills
4 34 (27.42%) Social Skills
5 12 (9.68%) Marketing
6 11 (8.87%) Influencing Skills
7 9 (7.26%) Retail
8 7 (5.65%) Legal
9 5 (4.03%) Wholesale Banking
10 4 (3.23%) Advertising
11 2 (1.61%) Retail Banking
12 1 (0.81%) Automotive
12 1 (0.81%) Billing
12 1 (0.81%) Organisational Skills
12 1 (0.81%) Public Sector
Job Titles
1 29 (23.39%) Analyst
2 25 (20.16%) Senior
3 21 (16.94%) Architect
4 19 (15.32%) Lead
5 17 (13.71%) Data Analyst
6 14 (11.29%) Solutions Architect
7 12 (9.68%) Data Manager
8 11 (8.87%) Lead Architect
8 11 (8.87%) Lead Solutions Architect
9 10 (8.06%) Data Scientist
10 7 (5.65%) Analytics Manager
10 7 (5.65%) Data Analytics Manager
10 7 (5.65%) Data Architect
10 7 (5.65%) Senior Analyst
10 7 (5.65%) Senior Manager
11 6 (4.84%) Senior Data Scientist
11 6 (4.84%) Software Engineer
12 5 (4.03%) Audit Manager
13 4 (3.23%) Graduate
13 4 (3.23%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 16 (12.90%) React
2 13 (10.48%) CSS
3 11 (8.87%) Ajax
3 11 (8.87%) jQuery
3 11 (8.87%) OAuth
3 11 (8.87%) OpenID
3 11 (8.87%) SAML
4 5 (4.03%) PySpark
5 4 (3.23%) Enzyme
5 4 (3.23%) Jest
5 4 (3.23%) Redux
6 3 (2.42%) JSON
6 3 (2.42%) RESTful
6 3 (2.42%) scikit-learn
7 2 (1.61%) ADO
7 2 (1.61%) Google JAX
7 2 (1.61%) HTML
7 2 (1.61%) NumPy
7 2 (1.61%) PyTorch
7 2 (1.61%) TensorFlow
Miscellaneous
1 8 (6.45%) Algorithms
1 8 (6.45%) Credit Risk
2 5 (4.03%) Public Cloud
3 4 (3.23%) Analytical Mindset
3 4 (3.23%) Learning Management System
3 4 (3.23%) Product Ownership
4 3 (2.42%) Blog
4 3 (2.42%) Private Cloud
4 3 (2.42%) Social Media
5 2 (1.61%) Data Protection Act
5 2 (1.61%) Mobile Banking
6 1 (0.81%) Data Centre
6 1 (0.81%) DataPower
6 1 (0.81%) Mainframe
6 1 (0.81%) Mobile App
6 1 (0.81%) Online Banking
6 1 (0.81%) Replication
6 1 (0.81%) SWIFT Messaging Network
Processes & Methodologies
1 49 (39.52%) Data Analytics
2 36 (29.03%) Visualisation
3 31 (25.00%) Data Science
4 30 (24.19%) Decision-Making
5 27 (21.77%) Agile
6 24 (19.35%) Statistical Modelling
7 23 (18.55%) Data Management
7 23 (18.55%) Mathematics
8 21 (16.94%) Risk Management
9 20 (16.13%) Business Intelligence
9 20 (16.13%) Customer Experience
9 20 (16.13%) Data Visualisation
9 20 (16.13%) Stakeholder Management
10 19 (15.32%) Artificial Intelligence
10 19 (15.32%) Coaching
11 18 (14.52%) Data Extraction
11 18 (14.52%) Problem-Solving
12 17 (13.71%) Machine Learning
12 17 (13.71%) Storytelling
13 15 (12.10%) Cybersecurity
Programming Languages
1 37 (29.84%) SQL
2 30 (24.19%) Python
3 20 (16.13%) JavaScript
4 4 (3.23%) R
5 1 (0.81%) Java
5 1 (0.81%) T-SQL
Qualifications
1 30 (24.19%) Degree
2 8 (6.45%) Master's Degree
3 6 (4.84%) PhD
4 3 (2.42%) CISA
5 2 (1.61%) PMI Certification
5 2 (1.61%) PMP
6 1 (0.81%) Azure Certification
6 1 (0.81%) Microsoft Certification
Quality Assurance & Compliance
1 10 (8.06%) Data Quality
2 4 (3.23%) Actionable Recommendations
3 3 (2.42%) Accessibility
3 3 (2.42%) QA
4 2 (1.61%) GDPR
5 1 (0.81%) CRD IV
5 1 (0.81%) IFRS
5 1 (0.81%) IFRS 9
5 1 (0.81%) ITGC
System Software
1 2 (1.61%) Active Directory
2 1 (0.81%) Docker
Systems Management
1 11 (8.87%) Single Sign-On
2 4 (3.23%) Kubernetes
Vendors
1 22 (17.74%) Microsoft
2 15 (12.10%) Google
3 10 (8.06%) Adobe
4 4 (3.23%) Tealium
5 3 (2.42%) Genesys
5 3 (2.42%) Oracle
5 3 (2.42%) Salesforce
5 3 (2.42%) Verint
6 2 (1.61%) Charles River
6 2 (1.61%) Informatica
7 1 (0.81%) Databricks
7 1 (0.81%) Maxymiser
7 1 (0.81%) Medallia