Senior Machine Learning Architect

5 days ago


Kota, Rajasthan, India beBeeMachineLearning Full time ₹ 15,00,000 - ₹ 25,00,000
Job Summary

We are seeking a highly skilled Machine Learning Engineer to join our team. The ideal candidate will have expertise in developing and deploying predictive and analytical models using machine learning techniques to drive business growth and improve decision-making.

 

Key Responsibilities:

  1. Collaborate with cross-functional teams to define data requirements and success metrics.
  2. Deploy machine learning models into production using best practices and ensure scalability and reliability.
  3. Build automated pipelines for model training, testing, monitoring, and retraining.
  4. Optimize model performance and ensure continuous improvement.

 

Technical Skills Required:

  • Strong proficiency in Python (Pandas, NumPy, Scikit-learn, PyTorch/TensorFlow) and experience with ML Ops tools/frameworks (MLflow, Kubeflow, Airflow).
  • Good understanding of data engineering concepts (ETL, data pipelines, APIs) and hands-on experience with containerization and orchestration (Docker, Kubernetes).
  • Knowledge of cloud platforms (AWS, GCP, or Azure) for ML model deployment and strong background in statistics, machine learning algorithms, and model evaluation techniques.
  • Familiarity with version control (Git) and CI/CD pipelines.

 

Preferred Qualifications:

  • Bachelor's/Master's degree in Computer Science, Data Science, Statistics, or related field and experience in handling large-scale data pipelines and real-time model serving.
  • Exposure to feature stores and automated model monitoring and strong problem-solving, analytical, and communication skills.


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