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Crescendo Global

Data Scientist – Machine Learning Development & Deployment

Bengaluru, Karnataka, IndiaFull-timeMidCompetitiveMay 7, 2026
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Job 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 Num

Py, 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

Verified Listing

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Data Scientist – Machine Learning Development & Deployment at Crescendo Global | Recruit Myself