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    • Manager Data Scientist - Bharatpur - Firstsource

    Firstsource
    Firstsource Bharatpur

    3 weeks ago

    Description

    Job Description:

    We are seeking a skilled Data Scientist to join our team at Firstsource. As a key member of our mortgage industry-focused group, you will play a pivotal role in driving business growth through data-driven insights and AI-powered solutions.

    Key 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 mortgage-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.
    • 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, 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 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.

    About Us:

    Firstsource is committed to fair, transparent, and merit-based hiring processes. We do not ask for money at any stage. Be cautious of fraudulent offers and always verify through our official channels.

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