LLM Finetuning Specialist
2 weeks ago
Job Summary:
Overture Rede Private Limited is seeking a skilled LLM Finetuning Engineer to join our team. As a key member of our AI development team, you will be responsible for developing and finetuning large language models for various tasks within the financial lending domain.
Key Responsibilities:
- Develop and finetune large language models for tasks such as text classification, entity extraction, sentiment analysis, and question answering.
- Preprocess and prepare large datasets for model training, ensuring data quality and consistency.
- Evaluate model performance using appropriate metrics and identify areas for improvement.
Experimentation and Innovation:
Conduct experiments to explore different model architectures, hyperparameters, and data augmentation techniques. Collaborate with cross-functional teams to understand business requirements and translate them into technical solutions.
Ethical Considerations:
Adhere to ethical guidelines and best practices in AI development.
Requirements:
- Strong proficiency in Python programming and related libraries (TensorFlow, PyTorch, Transformers, NLTK, Pandas, scikit-learn).
- Deep understanding of natural language processing techniques and algorithms.
- Experience with finetuning large language models for specific tasks.
- Expertise in data preprocessing and feature engineering.
- Knowledge of machine learning concepts and algorithms.
- Ability to evaluate model performance and iterate on improvements.
- Strong problem-solving and analytical skills.
- Excellent communication and collaboration skills.
Desired Skills:
Experience with cloud platforms (AWS, GCP, Azure) and their AI services. Knowledge of MLOps and model deployment pipelines. Familiarity with financial domain concepts and terminology.
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