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Associate Director
Live ConnectionsRajkot, Gujarat, India14 days ago
Job descriptionData 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 as 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, and implementing strategies to mitigate them. 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
Role - Associate Director - Data Sciences
Experience - 10+ years
Budget - Up to 50 LPA including 15% Variables
Work Location - Remote
Required Notice Period - Immediate to 30 days only
Must Have Skills
- 10+ years of overall experience
- Hands-on experience in LLM & Fine Tuning
Key Responsibilities :
Required Skills :
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Associate Director • Rajkot, Gujarat, India
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