Lead Data Scientist

6 years

0 Lacs

Posted:2 days ago| Platform: Linkedin logo

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Work Mode

On-site

Job Type

Full Time

Job Description

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About the Company



About the Role



Responsibilities



  • ML Model Development

  • Design and optimize models for image classification, anomaly detection, and predictive analytics.
  • Utilize transfer learning and fine-tuning techniques with architectures like CNNs, ResNet, or EfficientNet.
  • Assess model performance using metrics such as precision, recall, F1-score, ROC-AUC, and confusion matrices.
  • Generative AI Applications

  • Develop and implement GenAI features using LLMs (e.g., GPT, Claude, Mistral) for enterprise solutions.
  • Apply prompt engineering, RAG pipelines, and embedding-based search systems.
  • Collaborate on agentic workflows and multi-modal GenAI projects.
  • Exploratory Data Analysis (EDA)

  • Conduct thorough EDA to identify patterns, outliers, and feature relationships.
  • Visualize data using tools like pandas, seaborn, matplotlib, and Plotly.
  • Support feature engineering and data preparation for training models.
  • Collaboration & Innovation

  • Work with architects, product managers, and stakeholders to align AI solutions with business objectives.
  • Engage in brainstorming sessions, feasibility studies, and planning for GenAI initiatives.

  • Qualifications



    • At least 6 years of experience in ML model development, including image classification.
    • Strong Python skills and experience with ML libraries (e.g., PyTorch, TensorFlow, scikit-learn).
    • Experience with GenAI tools and frameworks (e.g., Hugging Face Transformers, LangChain).
    • Solid understanding of EDA methods and data visualization.


    Preferred Skills



    • Experience with multi-modal models and vector databases (e.g., FAISS, Pinecone).
    • Familiarity with cloud platforms (Azure or AWS) and MLOps practices.
    • Exposure to enterprise-level GenAI applications and agentic AI systems.


    Pay range and compensation package



    Equal Opportunity Statement

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