About the role
Our client, a technology company building a relationship intelligence platform, is hiring for an AI Lead role. The position involves designing and scaling the core intelligence systems of the product, which is used by companies to manage business relationships and drive deal outcomes.
The selected candidate will work on models that process relationship data, predict expertise, and assist in deal-making processes using structured and unstructured data.
Build and manage systems for relationship intelligence and expertise mapping
Design ranking, feedback, and recommendation systems that adapt with usage
Create and maintain data pipelines, embeddings, and inference systems
Integrate machine learning models into production environments
Ensure system performance, reliability, and explainability
Collaborate with engineering and product teams to align AI features with business use cases
RequirementsRequired Experience and Skills
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
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