
Intelligent AI Solutions Developer: GenAI Specialist
7 days ago
Job Overview
CloudMotiv is dedicated to delivering innovative AI/ML solutions for the Finance industry. Our mission is to create cutting-edge technology that exceeds expectations, prioritizing functionality and innovation.
Key Responsibilities
- Design and develop Retrieval-Augmented Generation (RAG) solutions combining large language models with retrieval mechanisms for real-world enterprise applications.
- Implement document ingestion, preprocessing, embedding generation, and semantic search workflows.
- Evaluate and benchmark various retrievers (BM25, dense embeddings, hybrid search).
- Build and deploy scalable ML pipelines in production.
- Ensure low-latency inference and optimize retrieval pipelines for efficiency.
- Collaborate with software engineers to integrate RAG systems into APIs or enterprise applications.
- Research and apply state-of-the-art GenAI techniques for improving retrieval, grounding, and hallucination reduction.
Required Skills and Qualifications
- Expertise in RAG pipelines using tools such as LangChain.
- Proficiency with vector databases.
- Strong programming skills in Python and ML libraries.
- Knowledge of retrieval algorithms, embeddings, and ranking methods.
- Expertise in prompt engineering and evaluation of LLM-based solutions.
What We Offer
- Opportunity to work on cutting-edge GenAI solutions for real-world problems.
- Collaborative, innovation-driven team environment.
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