LLM Finetuning Specialist

2 weeks ago


Bengaluru, Karnataka, India Overture Rede Private Limited. Full time
Job Title: LLM Finetuning Engineer

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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