Associate Director

4 days ago


New Delhi, India Live Connections Full time

Role - Associate Director - Data SciencesExperience - 10+ yearsBudget - Up to 50 LPA including 15% VariablesWork Location - RemoteRequired Notice Period - Immediate to 30 days onlyMust Have Skills- 10+ years of overall experience - Hands-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 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 stakeholdersTo apply, connect with Abhishek via abhishek.m@livecjobs.com or WhatsApp on 9154908075


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