Snowflake Job Trends in Edinburgh

Snowflake
Scotland > Edinburgh

The table below provides summary statistics and salary benchmarking for jobs advertised in Edinburgh requiring Snowflake skills. It covers permanent job vacancies from the 6 months leading up to 5 January 2026, with comparisons to the same periods in the previous two years.

6 months to
5 Jan 2026
Same period 2025 Same period 2024
Rank 34 82 105
Rank change year-on-year +48 +23 +42
Permanent jobs citing Snowflake 81 18 6
As % of all permanent jobs in Edinburgh 7.77% 1.55% 0.58%
As % of the Cloud Services category 16.80% 3.61% 1.22%
Number of salaries quoted 1 3 2
10th Percentile - £64,000 £77,250
25th Percentile £77,500 £79,375 £80,625
Median annual salary (50th Percentile) £80,000 £105,000 £92,500
Median % change year-on-year -23.81% +13.51% +23.33%
75th Percentile £82,500 - £105,625
90th Percentile - - £109,750
Scotland median annual salary £60,000 £67,500 £65,000
% change year-on-year -11.11% +3.85% -14.75%

All Cloud Computing Skills
Edinburgh

Snowflake falls under the Cloud Services category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring cloud computing skills in Edinburgh.

Permanent vacancies with a requirement for cloud computing skills 482 499 493
As % of all permanent jobs advertised in Edinburgh 46.26% 42.91% 47.45%
Number of salaries quoted 148 219 406
10th Percentile £25,750 £38,500 £37,500
25th Percentile £28,250 £46,972 £46,306
Median annual salary (50th Percentile) £40,250 £60,000 £63,750
Median % change year-on-year -32.92% -5.88% +7.10%
75th Percentile £75,000 £77,250 £75,000
90th Percentile £90,000 £93,778 £92,500
Scotland median annual salary £45,000 £55,000 £55,000
% change year-on-year -18.18% - -

Snowflake
Job Vacancy Trend in Edinburgh

Historical trend showing the proportion of permanent IT job postings citing Snowflake relative to all permanent IT jobs advertised in Edinburgh.

Snowflake job vacancy trend in Edinburgh

Snowflake
Salary Trend in Edinburgh

Salary distribution trend for jobs in Edinburgh citing Snowflake.

Salary distribution trend for jobs in Edinburgh citing Snowflake

Snowflake
Co-Occurring Skills & Capabilities in Edinburgh by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 12 (14.81%) Confluence
Applications
1 12 (14.81%) Microsoft Excel
Business Applications
1 4 (4.94%) Markit EDM
Cloud Services
1 79 (97.53%) Azure
2 54 (66.67%) Azure DevOps
3 48 (59.26%) dbt
4 26 (32.10%) GitHub
4 26 (32.10%) GitHub Copilot
5 21 (25.93%) Azure Data Factory
6 19 (23.46%) Azure Key Vault
7 14 (17.28%) Power Platform
8 7 (8.64%) Azure Synapse Analytics
9 2 (2.47%) AWS
10 1 (1.23%) AWS Data Pipeline
Database & Business Intelligence
1 50 (61.73%) Data Warehouse
2 16 (19.75%) Snowflake Schema
3 14 (17.28%) Power BI
4 13 (16.05%) Metadata
5 12 (14.81%) Tableau
6 7 (8.64%) Data Lake
7 4 (4.94%) Azure SQL Data Warehouse
8 2 (2.47%) Data Vault
9 1 (1.23%) Oracle ODI
Development Applications
1 31 (38.27%) JIRA
2 12 (14.81%) ER Studio
2 12 (14.81%) ERwin
General
1 80 (98.77%) Finance
2 43 (53.09%) Analytical Skills
3 12 (14.81%) Social Skills
4 8 (9.88%) Marketing
Job Titles
1 33 (40.74%) Senior
2 19 (23.46%) Azure Engineer
3 14 (17.28%) Data Modeller
4 12 (14.81%) Analyst
5 8 (9.88%) Business Analyst
6 4 (4.94%) Applications Engineer
6 4 (4.94%) Applications Support
6 4 (4.94%) Applications Support Engineer
6 4 (4.94%) Data Business Analyst
6 4 (4.94%) Data Engineer
6 4 (4.94%) Platform Engineer
6 4 (4.94%) Support Engineer
6 4 (4.94%) Systems Analyst
6 4 (4.94%) Technical Analyst
6 4 (4.94%) Technical Business Analyst
7 1 (1.23%) Business Intelligence Lead
7 1 (1.23%) Lead
7 1 (1.23%) Oracle Team Leader
7 1 (1.23%) Principal Engineer
7 1 (1.23%) Snowflake Engineer
Libraries, Frameworks & Software Standards
1 11 (13.58%) GraphQL
1 11 (13.58%) OAuth
1 11 (13.58%) OpenAPI
1 11 (13.58%) Swagger
2 8 (9.88%) YAML
Miscellaneous
1 30 (37.04%) Cloud Native
2 12 (14.81%) Product Ownership
3 8 (9.88%) Analytical Mindset
3 8 (9.88%) Management Information System
3 8 (9.88%) Onboarding
Operating Systems
1 4 (4.94%) Windows
Processes & Methodologies
1 79 (97.53%) Asset Management
1 79 (97.53%) Coaching
2 73 (90.12%) Agile
3 65 (80.25%) DevOps
4 53 (65.43%) CI/CD
5 52 (64.20%) Data Modelling
6 46 (56.79%) Continuous Improvement
7 38 (46.91%) AI
8 29 (35.80%) Analytics
9 27 (33.33%) Sprint Planning
9 27 (33.33%) Sprint Retrospective
10 26 (32.10%) Mentoring
10 26 (32.10%) Test Automation
11 25 (30.86%) Data Architecture
11 25 (30.86%) Data Governance
12 23 (28.40%) ETL
13 19 (23.46%) Clean Code
13 19 (23.46%) Infrastructure as Code
13 19 (23.46%) Migration
13 19 (23.46%) Problem-Solving
Programming Languages
1 59 (72.84%) SQL
2 44 (54.32%) Python
3 27 (33.33%) PowerShell
4 11 (13.58%) C#
5 7 (8.64%) T-SQL
Quality Assurance & Compliance
1 20 (24.69%) Accessibility
2 9 (11.11%) Data Quality
System Software
1 4 (4.94%) Active Directory
Systems Management
1 23 (28.40%) Terraform
Vendors
1 29 (35.80%) Microsoft
2 7 (8.64%) Databricks
3 4 (4.94%) Ab Initio
3 4 (4.94%) IBM
4 1 (1.23%) Oracle