Chief Data Scientist

Job Title : Associate Director, Data Scientist

Location : Remote

Key Responsibilities :

• Data Analysis and Preprocessing : Analyze and preprocess diverse datasets relevant to the mortgage industry, ensuring data quality and relevance for model training.
• Model Development and Fine-Tuning : Research and implement state-of-the-art NLP models, focusing on pre-training as well instruction tuning pre-trained LLMs for domain-specific applications. Utilize techniques like RLHF to improve model alignment with human preferences and enhance decision-making capabilities.
• Algorithm Implementation : Develop and optimize machine learning algorithms to enhance model performance, accuracy, and efficiency. Experiment with different architectures and open-source models to identify the best fit for project requirements.
• Collaboration : Work with domain experts to incorporate industry knowledge into model development, ensuring outputs are relevant and actionable.
• Experimentation : Conduct experiments to validate model hypotheses, analyze results, and iterate on model improvements.
• Documentation : Maintain comprehensive documentation of methodologies, experiments, and results to support transparency and reproducibility.
• Ethics and Bias Mitigation : Ensure responsible AI practices are followed by identifying potential biases in data and models, implementing strategies to mitigate them.

Required Skills :

Preferred Qualifications :