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7 Weeks ago

Data Scientist

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Bangalore, Karnataka, India
Finance & Banking
Other
Futurism

Overview

ID: 816 | 5-7 yrs | India | careers

Job Title: Data Scientist

Job Location: Hinjewadi Phase 1, Pune

Experience: 5 to 7 Years

Shift: 1.00-10.00 PM IST: Monday to Friday

Qualification: BE, B. Tech


Job Description:

Senior Data Scientist with 5 to 7 years of experience to join our AI/ML team. The ideal candidate should have strong expertise in data science, machine learning, predictive modelling, and data analytics. You will be responsible for designing, developing, and deploying scalable AI/ML solutions that drive business impact.


Skills & Responsibilities

Data Analysis & Preprocessing:

    Collect, clean, and analyze large structured/unstructured datasets from various sources.
    Perform feature engineering, outlier detection, and dimensionality reduction to improve model accuracy.

Machine Learning Model Development:

    Develop and optimize ML models for classification, regression, clustering, and recommendation systems.
    Implement deep learning architectures using TensorFlow, PyTorch, or Scikit-learn.
    Perform hyperparameter tuning, model evaluation, and explainability analysis.

AI/ML Deployment & MLOps:

    Build scalable ML pipelines and deploy models using AWS SageMaker, Google Vertex AI, or Azure ML.
    Optimize models for real-time inference and batch processing.
    Work with MLOps tools (Kubeflow, MLflow, Airflow, Docker, Kubernetes) to automate training and monitoring.

Business Intelligence & Insights:

    Collaborate with cross-functional teams (engineering, product, and business teams) to translate insights into actionable business strategies.
    Develop interactive dashboards (Tableau, Power BI, Streamlit) for real-time data visualization.


Research & Innovation:

    Stay up to date with the latest advancements in AI, NLP, and deep learning.
    Experiment with LLMs (Large Language Models), Generative AI, RAG-based search, and Transformers to enhance AI capabilities.


Must have Skills:

  • Machine Learning & Deep Learning: Regression, Classification, Clustering, CNNs, RNNs, LSTMs
  • Programming Languages: Python, R, SQL
  • ML Frameworks: TensorFlow, PyTorch, Scikit-learn, XGBoost
  • Data Visualization: Matplotlib, Seaborn, Plotly, Tableau, Power BI
  • NLP & Generative AI (Bonus): Transformers, OpenAI, BERT, GPT, RAG-based search


Nice to have Skills:

Big Data & Cloud: Spark, Snowflake, AWS, Google Cloud, Azure

MLOps & Model Deployment: Docker, Kubernetes, MLflow, Airflow, FastAPI

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