
Lead Data Scientist
1 week ago
We are seeking an experienced data science leader to spearhead the development of cutting-edge solutions and collaborate with domain experts to ensure model relevance.
Key Responsibilities:
- Develop and implement state-of-the-art natural language processing models focusing on pre-training and instruction tuning pre-trained large language models for mortgage-specific applications.
- Experiment with various architectures and open-source models to identify the best fit for project requirements.
- Collaborate with domain experts to guarantee outputs are relevant and actionable.
- Maintain comprehensive documentation of methodologies, experiments, and results to support transparency and reproducibility.
- Identify potential biases in data and models, implementing strategies to mitigate them.
Required Skills and Qualifications:
- Technical Expertise: Strong background in machine learning, deep learning, and NLP. Proficiency in Python and experience with ML frameworks such as TensorFlow or PyTorch.
- NLP Knowledge: Experience with NLP frameworks and libraries (e.g., Hugging Face Transformers) for developing language models.
- Data Handling: Proficiency in handling large datasets, feature engineering, and statistical analysis.
- Problem Solving: Strong analytical skills with the ability to solve complex problems using data-driven approaches.
- Communication: Excellent communication skills to effectively collaborate with technical teams and non-technical stakeholders.
Preferred Qualifications:
- Educational Background: Master's or Ph.D. in Data Science, Computer Science, Statistics, or a related field.
- Cloud Computing: Familiarity with cloud platforms (e.g., AWS, Azure) for scalable computing solutions.
- Ethics Awareness: Understanding of ethical considerations in AI development, including bias detection and mitigation.
What We Offer:
A dynamic work environment that fosters collaboration and innovation. Opportunities for professional growth and development.
Why Choose Us:
Join a team of passionate professionals dedicated to delivering exceptional results. Contribute to groundbreaking projects that shape the future.
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