@Shambhu Rai - Thanks for the question and using MS Q&A platform.
Yes, you can run multiple task parallely from one job with Azure Databricks jobs.
For more details, refer to below links:
Introduction to Azure Databricks Workflows
A video on Multi-Task Databricks Jobs
How to Create Jobs With Multiple Tasks in Databricks
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and Yes
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