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Senior Machine Learning Engineer
Senior Machine Learning EngineerConfidential • Pune, India
Senior Machine Learning Engineer

Senior Machine Learning Engineer

Confidential • Pune, India
25 days ago
Job description

Key Responsibilities

  • Model Development : Design and implement ML algorithms, from traditional statistical methods to deep learning and LLM-based frameworks.
  • Data Preparation : Prepare, cleanse, and transform data for model training and evaluation.
  • Algorithm Implementation : Optimize ML algorithms and statistical models for performance and accuracy.
  • System Integration : Integrate ML models into workflows and production systems.
  • Model Deployment & Monitoring : Deploy models on AWS SageMaker, monitor performance, and implement improvements.
  • Collaboration : Work with cross-functional teams to deliver ML solutions.
  • Continuous Improvement : Identify opportunities to enhance model performance and ML system efficiency.

Technical Skills & Tools

  • Cloud & AWS : SageMaker, S3, EC2, Lambda, Redshift, Glue, EKS / ECS
  • Programming & Software Engineering : Version control, CI / CD, testing, containerization (Docker), orchestration (Kubernetes)
  • Data Engineering : Data pipelines, feature engineering, SQL, Kafka, ChaosSearch, ScyllaDB, OpenSearch, Neo4j
  • MLOps : Model deployment, monitoring, and performance evaluation
  • Must-Haves

  • AWS, AWS Cloud, Amazon Redshift, EKS
  • Interview Process

  • 2 Technical Rounds + 1 Client Round
  • Skills : model deployment,cloud,aws,learning,data,algorithms,ml,models

    Skills Required

    Neo4j, Docker, Kafka, Sql, Kubernetes

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