Senior Machine Learning Engineer

6 days ago


dombivli, India beBeeDataScientist Full time

Job OpportunityWe are seeking a skilled and experienced Data Scientist to join our team. As a key member of our organization, you will play a pivotal role in developing and deploying machine learning models that drive business growth and innovation.The ideal candidate will possess a strong foundation in classification, anomaly detection, and time-series modeling, along with hands-on experience in deploying and optimizing Transformer-based models. Familiarity with quantization, fine-tuning, and RAG (Retrieval-Augmented Generation) is highly desirable.Design, train, and evaluate ML 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.Optionally 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.Collaborate with cross-functional teams (data engineering, backend, DevOps) to productionize models using CI/CD pipelines.



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