Spark SQL Job Trends in Birmingham

Apache Spark SQL
West Midlands > Birmingham

The table below provides summary statistics and salary benchmarking for jobs advertised in Birmingham requiring Spark SQL skills. It covers permanent job vacancies from the 6 months leading up to 21 December 2025, with comparisons to the same periods in the previous two years.

6 months to
21 Dec 2025
Same period 2024 Same period 2023
Rank 103 124 -
Rank change year-on-year +21 - -
Permanent jobs citing Spark SQL 1 3 0
As % of all permanent jobs in Birmingham 0.060% 0.16% -
As % of the Database & Business Intelligence category 0.47% 1.10% -
Number of salaries quoted 0 1 0
Median annual salary (50th Percentile) - £62,500 -
West Midlands median annual salary - £62,500 -

All Database and Business Intelligence Skills
Birmingham

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 Birmingham.

Permanent vacancies with a requirement for database or business intelligence skills 214 273 244
As % of all permanent jobs advertised in Birmingham 12.83% 14.46% 22.06%
Number of salaries quoted 171 138 213
10th Percentile £35,000 £35,575 £40,250
25th Percentile £40,582 £42,500 £47,250
Median annual salary (50th Percentile) £57,500 £57,500 £57,500
Median % change year-on-year - - +1.81%
75th Percentile £68,750 £72,188 £70,000
90th Percentile £78,500 £82,500 £83,100
West Midlands median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +4.76% -

Spark SQL
Job Vacancy Trend in Birmingham

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

Spark SQL job vacancy trend in Birmingham

Spark SQL
Salary Trend in Birmingham

Salary distribution trend for jobs in Birmingham citing Spark SQL.

Salary distribution trend for jobs in Birmingham citing Spark SQL

Spark SQL
Co-Occurring Skills & Capabilities in Birmingham 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 Spark
Cloud Services
1 1 (100.00%) Amazon EKS
1 1 (100.00%) Amazon ELB
1 1 (100.00%) Amazon S3
1 1 (100.00%) AWS
Database & Business Intelligence
1 1 (100.00%) Delta Lake
1 1 (100.00%) DynamoDB
1 1 (100.00%) Metadata
Development Applications
1 1 (100.00%) MLflow
General
1 1 (100.00%) Social Skills
Job Titles
1 1 (100.00%) Machine Learning Engineer
1 1 (100.00%) Operations Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) Keras
1 1 (100.00%) Lambda Expressions
1 1 (100.00%) Metaflow
1 1 (100.00%) NumPy
1 1 (100.00%) Pandas
1 1 (100.00%) PySpark
1 1 (100.00%) PyTorch
1 1 (100.00%) scikit-learn
1 1 (100.00%) TensorFlow
1 1 (100.00%) YAML
Miscellaneous
1 1 (100.00%) Linux Command Line
Operating Systems
1 1 (100.00%) Unix
Processes & Methodologies
1 1 (100.00%) AI
1 1 (100.00%) CI/CD
1 1 (100.00%) Containerisation
1 1 (100.00%) Data Science
1 1 (100.00%) Deployment Automation
1 1 (100.00%) Information Security
1 1 (100.00%) Machine Learning
1 1 (100.00%) Metadata Management
1 1 (100.00%) MLOps
1 1 (100.00%) OO
1 1 (100.00%) OOP
1 1 (100.00%) OWASP
1 1 (100.00%) Time Management
1 1 (100.00%) Unit Testing
1 1 (100.00%) Visualisation
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
System Software
1 1 (100.00%) Docker
Systems Management
1 1 (100.00%) Kubeflow
1 1 (100.00%) Kubernetes
1 1 (100.00%) Terraform
Vendors
1 1 (100.00%) Databricks