AI/ML Data Scientist

Job Summary

The AI/ML Data Scientist will be responsible for developing and deploying machine learning models and algorithms to solve complex data-driven problems. This role contributes significantly to the organization’s goals by leveraging advanced data analysis and AI technologies.

Responsibilities

• Design, develop, and deploy machine learning models and algorithms.
• Monitor and manage the health of deployed models to ensure optimal performance and accuracy.
• Utilize tools such as Docker, Kubernetes, MLflow, and Kubeflow for model deployment and orchestration.
• Implement and maintain ML feature stores and artifact stores.
• Create and manage ML pipelines to enhance the efficiency of the model lifecycle.
• Conduct thorough analysis using mathematical and statistical methods to inform decision-making processes.

Qualifications

• Education: Bachelor’s or Master’s degree in Computer Science, Mathematics, Statistics, or a related field.
• Technical Skills:
  • Proficiency in Python for data processing and modeling.
  • Expertise in Machine Learning and Classical Machine Learning techniques.
  • Knowledge of Generative AI (GenAI) and Large Language Models (LLM).
  • Understanding of MLOps practices.
  • Experience with SQL for data manipulation and retrieval.
  • Familiarity with cloud platforms for model deployment.
  • In-depth understanding of mathematics, statistics, and algorithms.
• Experience in Docker, Kubernetes, Kubeflow, MLflow, DVC.

Preferred Skills

• Knowledge of ML model monitoring, management, and governance.
• Familiarity with orchestration and ML pipelines.

Experience

• 8+ years of relevant experience in the field of data science and machine learning.
• 6+ years of hands-on experience in deploying and managing machine learning models.

Environment

• Location: Chennai.
• Typical work environment details are not specified.