Lead - AI
On-siteMumbai, Maharashtra, India
Job Summary
Build and manage systems for relationship intelligence and expertise mapping by designing ranking, feedback, and recommendation systems that adapt with usage. Create and maintain data pipelines, embeddings, and inference systems while integrating machine learning models into production environments to process relationship data and predict expertise. Ensure system performance, reliability, and explainability through collaboration with engineering and product teams to align AI features with business use cases. This role focuses on scaling core intelligence systems for a platform used by companies to manage business relationships and drive deal outcomes.
Required Qualifications
- 3–5 years of experience in building machine learning systems
- Experience working on social, marketplace, or network-based products
- Proficiency in Python and machine learning frameworks (e.g., PyTorch, TensorFlow)
- Experience with recommendation systems, ranking models, graph neural networks, or embedding models
- Exposure to deploying ML models into production systems
- Ability to work with cross-functional teams
Desired Qualifications
- Familiarity with vector databases (e.g., Qdrant, Pinecone, FAISS)
- Experience with large language models (e.g., Llama, GPT, Falcon, Mistral)
- Background in building internal search, discovery, or referral systems
- Understanding of trust networks or reputation modeling
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