AI Software Architect

1 week ago

kollam, India beBeeMACHINELEARNING Full time

Senior AI EngineerWe are creating innovative search and recommendation technologies for a leading entertainment platform.You will work closely with backend, platform, and catalog enrichment teams to deliver high-quality AI components under tight performance and latency constraints.Main Responsibilities:Build and improve search ranking, retrieval, and query understanding models.Develop AI components for Conversational Search:Multi-turn context handlingQuery intent detection and classificationRetrieval-augmented generation (RAG) pipelinesReasoning workflows (ReAct, static + dynamic agent flows)Design and optimize embedding models, vector stores, and similarity search systems.Build personalized ranking and recommendation models using deep learning.Work on large-scale AI systems optimized for:Low latencyHigh throughputCost-efficient inferenceImplement AI pipeline best practices (versioning, monitoring, A/B testing, observability).Collaborate with platform teams to integrate AI services across search, recommendations, and conversational agents.Develop caching strategies (prompt cache, vector cache, similarity caching) to hit strict SLA targets.Required Skills and Qualifications:4–10 years of experience in Machine Learning / Applied ML engineering.Strong foundations in ML, deep learning, Transformers, and neural retrieval.Hands-on experience with:Search systems (retrieval + ranking)Recommendation modelsEmbedding models & vector databasesTensorFlow / PyTorchProven experience building production-grade AI systems at scale.Familiarity with LLMs, RAG architectures, prompt engineering, and agent workflows.Strong coding skills (Python) and experience with modern ML stack (TensorFlow, PyTorch, Faiss/ScaNN, Triton, etc.).Ability to work closely with backend teams to deploy models in distributed systems.Excellent problem-solving skills and comfort working on ambiguous, high-impact problems.

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    kollam, India beBeeArtificialintelligence Full time

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    kollam, India beBeeBackend Full time

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    kollam, India beBeeArchitecture Full time

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    kollam, India beBeeArtificialintelligence Full time

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