Spark SQL Job Trends in Bristol

Apache Spark SQL
South West > Bristol

The table below provides summary statistics and salary benchmarking for jobs advertised in Bristol requiring Spark SQL skills. It covers permanent job vacancies from the 6 months leading up to 20 December 2025, with comparisons to the same periods in the previous two years.

6 months to
20 Dec 2025
Same period 2024 Same period 2023
Rank 96 - -
Rank change year-on-year - - -
Permanent jobs citing Spark SQL 1 0 0
As % of all permanent jobs in Bristol 0.051% - -
As % of the Database & Business Intelligence category 0.63% - -
Number of salaries quoted 1 0 0
10th Percentile - - -
25th Percentile £45,000 - -
Median annual salary (50th Percentile) £50,000 - -
75th Percentile £55,000 - -
90th Percentile - - -
South West median annual salary £50,000 - -

All Database and Business Intelligence Skills
Bristol

Spark SQL 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 Bristol.

Permanent vacancies with a requirement for database or business intelligence skills 160 247 407
As % of all permanent jobs advertised in Bristol 8.19% 16.73% 26.16%
Number of salaries quoted 115 140 339
10th Percentile £35,000 £36,250 £37,500
25th Percentile £39,000 £45,000 £46,250
Median annual salary (50th Percentile) £52,500 £60,000 £62,500
Median % change year-on-year -12.50% -4.00% +19.71%
75th Percentile £74,375 £76,250 £80,000
90th Percentile £87,000 £85,250 £91,934
South West median annual salary £50,000 £57,500 £55,148
% change year-on-year -13.04% +4.27% +10.30%

Spark SQL
Job Vacancy Trend in Bristol

Historical trend showing the proportion of permanent IT job postings citing Spark SQL relative to all permanent IT jobs advertised in Bristol.

Spark SQL job vacancy trend in Bristol

Spark SQL
Salary Trend in Bristol

Salary distribution trend for jobs in Bristol citing Spark SQL.

Salary distribution trend for jobs in Bristol citing Spark SQL

Spark SQL
Co-Occurring Skills & Capabilities in Bristol 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 1 (100.00%) Apache
1 1 (100.00%) Apache Airflow
1 1 (100.00%) Apache Spark
1 1 (100.00%) Apache Superset
Cloud Services
1 1 (100.00%) AWS
1 1 (100.00%) Azure
1 1 (100.00%) GCP
1 1 (100.00%) Power Platform
Database & Business Intelligence
1 1 (100.00%) Metadata
1 1 (100.00%) Power BI
1 1 (100.00%) SQL Server
1 1 (100.00%) SQL Server Integration Services
1 1 (100.00%) SQL Server Reporting Services
General
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Public Sector
1 1 (100.00%) Social Skills
Job Titles
1 1 (100.00%) Data Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Kafka
1 1 (100.00%) PySpark
Miscellaneous
1 1 (100.00%) Data Fabric
Processes & Methodologies
1 1 (100.00%) AI
1 1 (100.00%) Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Visualisation
1 1 (100.00%) Dimensional Modelling
1 1 (100.00%) ETL
1 1 (100.00%) Integration Testing
1 1 (100.00%) Machine Learning
1 1 (100.00%) Metadata Management
1 1 (100.00%) Pair Programming
1 1 (100.00%) Project Management
1 1 (100.00%) Software Engineering
1 1 (100.00%) TDD
1 1 (100.00%) Translating Business Requirements
1 1 (100.00%) Unit Testing
1 1 (100.00%) Validation
1 1 (100.00%) Visualisation
1 1 (100.00%) Workflow
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
1 1 (100.00%) T-SQL
Qualifications
1 1 (100.00%) SC Cleared
1 1 (100.00%) Security Cleared
Quality Assurance & Compliance
1 1 (100.00%) Data Quality
System Software
1 1 (100.00%) Docker
Systems Management
1 1 (100.00%) Kubernetes
Vendors
1 1 (100.00%) Databricks
1 1 (100.00%) Microsoft
1 1 (100.00%) Oracle