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
