Chief Machine Learning Engineer

4 days ago


ballari, India beBeeDataScientist Full time

Job Posting: Data ScientistWe're looking for a skilled and hands-on professional to fill the role of Data Scientist. This position requires 3–8 years of experience in developing and deploying machine learning models, ranging from traditional ML algorithms to advanced deep learning and Generative AI systems.The ideal candidate will bring 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.Key Responsibilities:The successful candidate will be responsible for designing, training, and evaluating 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.Write clean, reproducible code and maintain proper versioning and documentation of experiments.



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