EXL IT service management
Location
Bangalore | India
Job description
Skills: . Proven experience as an NLP and ML Engineer or similar role . Have worked on open-source LLM (like Falcon and llama) for various text generation task . Have done SFT or PEFT on decoder based LLM for a specific text generation task . Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling . Have worked on BERT models for intent classifiers and entity extraction techniques . Ability to write robust and testable code . Experience with machine learning frameworks (PyTorch) . Knowledge of Python, Groovy Script, BPMN . An analytical mind with problem-solving abilities Degree in Computer Science, Mathematics, Computational Linguistics or similar field Responsibilities: . Study and transform data science prototypes . Design NLP applications . Use effective text representations to transform natural language into useful features . Find and implement the right algorithms and tools for NLP tasks . Develop NLP systems according to requirements . Train the developed model and run evaluation experiments . Perform statistical analysis of results and refine models . Extend ML libraries and frameworks to apply in NLP tasks Remain updated in the rapidly changing field of machine learning
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