Associate director

Role - Associate Director - Data SciencesExperience - 10+ yearsBudget - Up to 50 LPA including 15% Variables Work Location - RemoteRequired Notice Period - Immediate to 30 days onlyMust Have Skills10+ years of overall experienceHands-on experience in LLM & Fine TuningKey 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 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.Required Skills:Technical Expertise: Strong background in machine learning, deep learning, and NLP. Proficiency in Python and experience with ML frameworks such as Tensor Flow or Py Torch.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 stakeholdersTo apply, connect with Abhishek via or Whats App on