Data Modeler

2 days ago

vadodara, India beBeeMachine Full time

Job DescriptionKey Responsibilities:Design, train, and evaluate machine learning models for tasks such as classification, anomaly detection, forecasting, and natural language understanding.Build and fine-tune deep learning models, including RNNs, GRUs, LSTMs, and Transformer architectures (e.g., BERT, T5, GPT).Develop and deploy Generative AI solutions, including RAG pipelines for use cases such as document search, Q&A, and summarization.Perform model optimization techniques such as quantization for improving latency and reducing memory/compute overhead in production.Fine-tune LLMs using Supervised Fine-Tuning (SFT) and Parameter-Efficient Fine-Tuning (PEFT) methods like LoRA or QLoRA.Define and track relevant evaluation metrics; continuously monitor model drift and retrain models as needed.Required Skills & QualificationsEssential Qualifications:3–8 years of experience in developing and deploying machine learning models.Strong foundation in classification, anomaly detection, and time-series modeling.Hands-on experience in deploying and optimizing Transformer-based models.Familiarity with quantization, fine-tuning, and RAG (Retrieval-Augmented Generation).BenefitsAs a key member of our team, you will have the opportunity to work on exciting projects that leverage cutting-edge technologies to drive business value.OthersWe offer a competitive salary package, comprehensive benefits, and opportunities for professional growth and development.

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