
Senior Manager
3 days ago
We are seeking a highly skilled professional to lead our Data Science team.
Data Analysis and Preprocessing- Analyze and preprocess diverse datasets relevant to the mortgage industry, ensuring data quality and relevance for model training.
- Research and implement state-of-the-art NLP models, focusing on pre-training as well instruction tuning pre-trained LLMs for mortgage-specific applications.
- 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.
- Work with domain experts to incorporate industry knowledge into model development, ensuring outputs are relevant and actionable.
- Conduct experiments to validate model hypotheses, analyze results, and iterate on model improvements.
- Maintain comprehensive documentation of methodologies, experiments, and results to support transparency and reproducibility.
- Ensure responsible AI practices are followed by identifying potential biases in data and models, implementing strategies to mitigate them.
- Deep understanding of machine learning algorithms and their applications.
- Experience with NLP models and pre-trained LLMs.
- Strong collaboration and communication skills.
- Ability to work with diverse datasets and ensure data quality.
- Opportunity to work with cutting-edge technologies.
- Chance to collaborate with domain experts and contribute to meaningful projects.
- Possibility to develop new skills and expertise.
- Review the job description carefully.
- Determine if you meet the requirements.
- Prepare your application materials, including a cover letter and resume.
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