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Product Manager AI/ML Product Business Insights
Join AI Speech Lab as a Product Manager for the Business Insights platform, focusing on AI/ML solutions to enhance user insights and decision-making processes.
AI Speech Lab is an internal ML product of Avito. We analyze thousands of user dialogues to enhance sales efficiency and identify growth points for Avito's products. We are creating the Business Insights platform, which extracts the 'voice of the user' from dialogues and digitizes it.
- Develop a product that helps users independently find answers and conduct research on unstructured data without involving the ML team or analysts.
- Build trust in the platform's data among vertical leaders and product teams, making the tool part of decision-making processes by ensuring transparency and verifiability of insights.
- Expand the product beyond B2B sales calls by integrating text chats, customer support inquiries, and reviews to create a unified omnichannel picture.
- Find a balance between the cost of LLM scoring, sample representativeness, and speed to reduce insight waiting time from several hours to 15 minutes.
- At least 3 years of experience in DS/ML or Data products with practical experience in LLM applications.
- Ability to work with quantitative and qualitative feedback: systematizing disparate feedback, identifying root user problems, and translating them into digitized metrics.
- Proficient in data handling: reading and verifying SQL tables, correctly setting tasks for DS/DE, and interpreting results.
Additional:
- Experience creating self-service analytics tools or internal data platforms.
- Worked with unstructured data: NLP, texts, audio, speech analytics systems, or VoC.
- Understanding of B2B domain specifics, sales processes, or customer service.