Nomia
Nomia is transforming the way organizations manage tail spend procurement with an AI-powered SaaS platform. The company is looking for an AI Engineer to drive innovation and build intelligent systems. The role is critical to implementing NLP pipelines and integrating large language models.
Company: Nomia
Role: AI Engineer
Location: Bangalore · Hybrid
Role Focus: • Design and develop machine learning models, with a focus on Natural Language Processing (NLP) use cases • Implement and optimize Retrieval-Augmented Generation (RAG) pipelines • Fine-tune and integrate large language models into internal workflows and applications • Develop scalable and production-ready AI services using Python and relevant libraries • Perform data preprocessing, tokenization, stemming, and vectorization • Design and maintain evaluation frameworks to measure the accuracy, relevance, and latency of NLP models • Collaborate with data engineers, backend developers, and product managers to integrate AI models into applications • Conduct experiments and ablation studies to validate model choices and configurations • Manage, monitor, and maintain model performance in production environments • Document model assumptions, training pipelines, APIs, and deployment steps clearly
AI and NLP libraries (e.g., NLTK, spaCy, Transformers, scikit-learn, PyTorch/TensorFlow), vector libraries & databases (e.g., FAISS, Pinecone, Weaviate), retrieval, ranking, and semantic similarity techniques, RESTful APIs or microservices
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