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AIML Engineer

AIML Engineer

ConfidentialMadurai, India
11 days ago
Job description

Role : AIML Engineer

Location : Madurai / Chennai

Language :  Python

DBs :   SQL

Core Libraries :

Time Series & Forecasting :  pmdarima, statsmodels, Prophet, GluonTS, NeuralProphet

SOTA ML :  ML Models, Boosting & Ensemble models etc.

Explainability :   Shap / Lime

Required skills :

  • Deep Learning : PyTorch, PyTorch Forecasting,
  • Data Processing : Pandas, NumPy, Polars (optional), PySpark
  • Hyperparameter Tuning : Optuna, Amazon SageMaker Automatic Model Tuning
  • Deployment & MLOps : Batch & Realtime with API endpoints, MLFlow
  • Serving : TorchServe, Sagemaker endpoints / batch
  • Containerization : Docker
  • Orchestration & Pipelines : AWS Step Functions, AWS SageMaker Pipelines

AWS Services :

  • SageMaker (Training, Inference, Tuning)
  • S3 (Data Storage)
  • CloudWatch (Monitoring)
  • Lambda (Trigger-based Inference)
  • ECR, ECS or Fargate (Container Hosting)
  • Skills Required

    Numpy, Pytorch, Docker, Data Processing, Python, Tuning, Sql, Deep Learning, Pandas, MLops, ECR, ECS

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    Aiml Engineer • Madurai, India