Data Scientist - Machine Learning and NLP Specialist
Indium Software India
Work from Office
Full Time
Min. 2 yearsJob Description
Data Scientist
Job Title: Data Scientist
Job Description: • Develop and deploy machine learning and deep learning models for NLP applications • Design and implement models using Transformer and encoder-decoder architectures • Perform text preprocessing, tokenization, and embedding generation • Fine-tune and evaluate Large Language Models (LLMs) • Optimize models for performance, scalability, and production deployment • Build and deploy models through APIs or microservices • Work with large-scale datasets for training, validation, and analysis • Track experiments and model performance using MLflow or similar tools Required Skills: • Strong knowledge of classical machine learning and model evaluation techniques • Advanced proficiency in Python • Hands-on experience with PyTorch and/or TensorFlow • Experience with Hugging Face Transformers and Scikit-learn • Strong expertise in NumPy, Pandas, and data processing libraries • Knowledge of text preprocessing, tokenization, and embedding techniques (Word2Vec, GloVe, FastText, contextual embeddings) • Experience in LLM fine-tuning and evaluation • Understanding of MLOps, model optimization, and deployment workflows • Strong knowledge of data structures, algorithms, SQL, and large-scale data handlingJob role
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