





Mid-level Product Manager in Bengaluru with generalist expectations and strong startup backing increases applicant competition.
Product and data skills are transferable, though pharma/manufacturing domain knowledge is beneficial.
Explicit 3–5 years plus mandatory SQL and data-modeling tests make shortlisting relatively strict.
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Design and implement data models from complex, messy source tables ensuring accuracy and clarity for downstream use.
Write and debug advanced SQL queries involving joins, aggregations, window functions, and CASE logic without ramp-up time.
Own customer outcomes by translating ambiguous product needs into clear requirements, prioritizing them, and collaborating across technical and non-technical stakeholders.
Strong proficiency in SQL writing and debugging complex queries is mandatory from day one.
3-5 years experience in product management, solutions engineering, data/analytics engineering, or equivalent hands-on technical delivery roles.
Bachelor’s degree in Engineering, Computer Science, or related technical field, or equivalent hands-on experience.
Experience operating and critically evaluating AI agents and coding tools; must demonstrate a correctness-oriented mindset with data-driven decision making.
Technical operator comfortable working at the intersection of data engineering, AI tool utilization, and product management in fast-moving, ambiguous environments.
Experienced in customer-facing or forward-deployed roles managing product implementations and owning outcomes directly with client teams.
Strategic thinker with strong product instincts capable of converting complex real-world problems into prioritized, actionable requirements across diverse stakeholders.