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Crescendo Global Linkedin · Posted 1mo ago

Data Scientist – Machine Learning Development & Deployment

Bengaluru, Karnataka, India

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Indexed description

The ideal candidate is passionate about data, machine learning, scale, and delivering production-ready AI solutions. You will use your strong analytical mindset and collaboration skills to solve complex business problems, build scalable ML systems, and drive data-driven decision making.


Responsibilities

  • Analyze and preprocess raw data by assessing quality, cleaning, and structuring it for modeling
  • Develop and deploy machine learning models for regression, classification, clustering, forecasting, and recommendations
  • Design scalable and accurate predictive algorithms using advanced ML techniques
  • Collaborate with engineering teams to productionize ML models via APIs and Docker
  • Build and maintain CI/CD pipelines and MLOps workflows for continuous delivery
  • Monitor model performance, detect drift, and implement retraining strategies
  • Generate actionable insights to improve business outcomes
  • Qualifications

    • Bachelor’s degree or equivalent experience in Statistics, Mathematics, Computer Science, Engineering, or related quantitative field
    • 7–12 years of experience in Machine Learning / Data Science roles
    • Strong understanding of predictive modeling, ML algorithms, and statistical techniques
    • Proficiency in Python and SQL with hands-on experience in NumPy, Pandas, and Scikit-learn
    • Experience with ML algorithms such as XGBoost, Random Forest, SVM, Decision Trees, and ensemble methods
    • Hands-on experience in ML model deployment, APIs, Docker, and CI/CD pipelines
    • Familiarity with MLOps tools (MLflow / Kubeflow / Airflow) and cloud platforms (AWS / Azure / GCP)
    • Knowledge of BI tools like Power BI or Tableau is a plus

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