Snowflake Schema Job Trends in England

Snowflake Schema
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Snowflake Schema skills. It covers permanent job vacancies from the 6 months leading up to 10 October 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Oct 2026
Same period 2025 Same period 2024
Rank 709 606 715
Rank change year-on-year -103 +109 -15
Permanent jobs citing Snowflake Schema 51 30 36
As % of all permanent jobs in England 0.049% 0.070% 0.055%
As % of the Database & Business Intelligence category 0.66% 0.48% 0.35%
Number of salaries quoted 44 24 15
10th Percentile £60,375 £54,000 £52,400
25th Percentile £61,250 £64,750 £56,875
Median annual salary (50th Percentile) £85,000 £82,500 £62,500
Median % change year-on-year +3.03% +32.00% -10.71%
75th Percentile £95,000 £103,750 £83,750
90th Percentile £98,500 £119,025 £98,500
UK median annual salary £85,000 £82,500 £62,500
% change year-on-year +3.03% +32.00% -3.85%

All Database & Business Intelligence Skills
England

Snowflake Schema falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring database or business intelligence skills in England.

Permanent vacancies with a requirement for database or business intelligence skills 7,743 6,197 10,387
As % of all permanent jobs advertised in England 7.46% 14.38% 15.96%
Number of salaries quoted 5,407 3,978 5,919
10th Percentile £37,000 £33,750 £38,750
25th Percentile £45,750 £43,813 £47,500
Median annual salary (50th Percentile) £60,000 £60,000 £65,000
Median % change year-on-year - -7.69% +4.00%
75th Percentile £80,000 £81,875 £90,000
90th Percentile £95,000 £110,000 £116,250
UK median annual salary £60,000 £60,000 £65,000
% change year-on-year - -7.69% +4.00%

Snowflake Schema
Job Vacancy Trend in England

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

Snowflake Schema job vacancy trend in England

Snowflake Schema
Salary Trend in England

Salary distribution trend for jobs in England citing Snowflake Schema.

Salary distribution trend for jobs in England citing Snowflake Schema

Snowflake Schema
Salary Histogram in England

Salary distribution for jobs citing Snowflake Schema in England over the 6 months to 10 October 2026.

Salary histogram for Snowflake Schema in England

Snowflake Schema
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Snowflake Schema within the England region over the 6 months to 10 October 2026. 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
London -36 30 £85,000 -2.86% 54
South East -46 10 £62,500 -30.56% 6
South West -68 8 £95,000 - 4
Midlands -42 2 £70,671 +0.96% 1
Yorkshire -32 1 £60,000 -50.21% 1
East Midlands -36 1 £100,000 +45.45%
West Midlands -46 1 £41,343 -40.94% 1
North of England -62 1 £60,000 -50.21% 7
Snowflake Schema
UK

Snowflake Schema
Co-Occurring Skills & Capabilities in England 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:

Business Applications
1 1 (1.96%) Dynamics CRM
Cloud Services
1 32 (62.75%) Azure
2 23 (45.10%) AWS
3 22 (43.14%) Snowflake
4 20 (39.22%) dbt
5 13 (25.49%) Power Platform
6 12 (23.53%) Amazon S3
7 11 (21.57%) Azure Data Factory
8 10 (19.61%) Azure DevOps
8 10 (19.61%) Azure Synapse Analytics
9 9 (17.65%) Azure Cosmos DB
10 6 (11.76%) GCP
11 3 (5.88%) GitHub
12 2 (3.92%) Azure Databricks
12 2 (3.92%) Fivetran
13 1 (1.96%) AWS Lambda
13 1 (1.96%) GitHub Actions
13 1 (1.96%) GitHub Copilot
13 1 (1.96%) SaaS
13 1 (1.96%) Serverless
Database & Business Intelligence
1 29 (56.86%) Data Warehouse
2 24 (47.06%) Star Schema
3 17 (33.33%) Data Lake
4 15 (29.41%) Data Vault
5 13 (25.49%) Metadata
5 13 (25.49%) Power BI
6 10 (19.61%) MongoDB
7 9 (17.65%) Amazon QuickSight
7 9 (17.65%) Azure SQL Database
7 9 (17.65%) DynamoDB
7 9 (17.65%) NoSQL
7 9 (17.65%) SQL Server
8 3 (5.88%) PostgreSQL
9 2 (3.92%) Semantic Layer
9 2 (3.92%) ThoughtSpot
10 1 (1.96%) Delta Lake
10 1 (1.96%) Enterprise Data Warehouse
10 1 (1.96%) InfluxDB
10 1 (1.96%) Redis
10 1 (1.96%) TimescaleDB
Development Applications
1 12 (23.53%) Git
2 2 (3.92%) Claude Code
General
1 19 (37.25%) Finance
2 18 (35.29%) Social Skills
3 6 (11.76%) Retail
4 3 (5.88%) Analytical Skills
4 3 (5.88%) Influencing Skills
5 2 (3.92%) Banking
5 2 (3.92%) Presentation Skills
6 1 (1.96%) Advertising
6 1 (1.96%) Financial Institution
6 1 (1.96%) Legal
6 1 (1.96%) Marketing
Job Titles
1 19 (37.25%) Architect
2 17 (33.33%) Data Architect
3 15 (29.41%) Snowflake Architect
4 12 (23.53%) Data Engineer
5 11 (21.57%) Senior
6 10 (19.61%) Azure Engineer
7 7 (13.73%) Data Modeller
8 5 (9.80%) Senior Data Engineer
9 4 (7.84%) Azure Data Engineer
10 2 (3.92%) Analytics Manager
10 2 (3.92%) Service Manager
10 2 (3.92%) Snowflake Data Engineer
10 2 (3.92%) Snowflake Engineer
11 1 (1.96%) Analyst
11 1 (1.96%) Data Analyst
11 1 (1.96%) Data Scientist
11 1 (1.96%) Principal Engineer
11 1 (1.96%) Principal Software Engineer
11 1 (1.96%) Product Analyst
11 1 (1.96%) Software Engineer
Libraries, Frameworks & Software Standards
1 2 (3.92%) Snowpark
2 1 (1.96%) .NET
2 1 (1.96%) CSS
2 1 (1.96%) HTML
2 1 (1.96%) JSON
2 1 (1.96%) Kafka
2 1 (1.96%) Next.js
2 1 (1.96%) Node.js
2 1 (1.96%) PySpark
2 1 (1.96%) React
2 1 (1.96%) REST
2 1 (1.96%) SOAP
2 1 (1.96%) YAML
Miscellaneous
1 16 (31.37%) Data Structures
2 11 (21.57%) Legacy Systems
3 10 (19.61%) Product Ownership
4 9 (17.65%) Enterprise Software
5 2 (3.92%) Clustering
6 1 (1.96%) AS400
6 1 (1.96%) Cloud Native
6 1 (1.96%) Foreign Exchange (FX)
6 1 (1.96%) iSeries
6 1 (1.96%) Market Risk
6 1 (1.96%) Marketing Technology
6 1 (1.96%) Taxonomies
Operating Systems
1 9 (17.65%) Windows
Processes & Methodologies
1 46 (90.20%) Data Modelling
2 29 (56.86%) Data Architecture
3 27 (52.94%) Data Engineering
4 26 (50.98%) RBAC
5 24 (47.06%) AI
5 24 (47.06%) Data Pipeline
6 23 (45.10%) Analytics
7 18 (35.29%) ETL
8 17 (33.33%) CI/CD
8 17 (33.33%) Machine Learning
9 16 (31.37%) Business Intelligence
10 15 (29.41%) Use Case
11 13 (25.49%) Kimball Methodology
12 12 (23.53%) Inmon Methodology
12 12 (23.53%) LLM
12 12 (23.53%) Retrieval-Augmented Generation
13 11 (21.57%) Agile
13 11 (21.57%) Data Governance
13 11 (21.57%) Data Management
13 11 (21.57%) FinOps
Programming Languages
1 37 (72.55%) SQL
2 31 (60.78%) Python
3 10 (19.61%) C#
4 1 (1.96%) T-SQL
4 1 (1.96%) TypeScript
Qualifications
1 10 (19.61%) Degree
2 1 (1.96%) AWS Certification
2 1 (1.96%) SnowPro
Quality Assurance & Compliance
1 21 (41.18%) Data Quality
2 11 (21.57%) GDPR
3 9 (17.65%) California Consumer Privacy Act
4 1 (1.96%) QA
4 1 (1.96%) SLA
Vendors
1 11 (21.57%) Microsoft
2 9 (17.65%) Informatica
2 9 (17.65%) Talend
3 2 (3.92%) Databricks
4 1 (1.96%) Braze
4 1 (1.96%) Oracle