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Data Science Engineer - AI/ML

1 - 5 years

9 - 13 Lacs

chennai

Posted:4 hours ago| Platform: Naukri logo

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Skills Required

data science kubernetes natural language processing scikit-learn airflow microsoft azure data warehousing numpy machine learning artificial intelligence sql docker pandas deep learning tensorflow git gcp spark pytorch aws data lake python

Work Mode

Work from Office

Job Type

Full Time

Job Description

Data Science Engineer

Key Responsibilities:

  • Design, develop, and deploy ML models (supervised, unsupervised, NLP, etc.)
  • Build robust data pipelines for model training and inference
  • Perform data exploration, preprocessing, and feature engineering
  • Optimize model performance using experimentation and A/B testing
  • Work with product managers and software engineers to integrate models into production systems
  • Monitor and retrain models as needed to ensure long-term performance
  • Document model architecture, decisions, and performance metrics

Requirements:

  • 5+ years of experience in data science, machine learning, or AI roles
  • Strong Python skills, including pandas, NumPy, scikit-learn
  • Experience with deep learning frameworks (TensorFlow, PyTorch)
  • Solid SQL skills and experience working with large datasets
  • Good understanding of model evaluation techniques (e.g., precision, recall, F1)
  • Exposure to cloud platforms (AWS/GCP/Azure) and version control (Git)
  • Ability to build and productionize ML solutions
  • Strong communication and problem-solving skills

Nice to Have:

  • Experience with MLOps tools (MLflow, Kubeflow, Airflow)
  • Familiarity with LLMs or generative AI concepts
  • Experience with containerization (Docker, Kubernetes)
  • Knowledge of data lake/data warehouse architectures

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