The (Senior) Analytics Engineer role at Bunch focuses on owning the entire data stack, from ingestion to the semantic layer, thereby enhancing business intelligence and product analytics. Key responsibilities include managing data modeling, transitioning pipelines to dlt in Python, ensuring stack reliability, and implementing conversational analytics. The role requires 4+ years in analytics or data engineering, proficiency in dbt and Python, as well as a pragmatic approach to problem-solving.