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Machine Learning Engineer
Machine Learning EngineerHotelTrader LodgIQ (India) Pvt. Ltd. • Aligarh, Uttar Pradesh, India
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Machine Learning Engineer

Machine Learning Engineer

HotelTrader LodgIQ (India) Pvt. Ltd. • Aligarh, Uttar Pradesh, India
2 days ago
Job description

What You’ll Do :

  • Design and implement automated training and inference pipelines including building a

model registry system to track model artifacts, versioning, and lineage

  • Develop frameworks for on-demand model training and architect parallel processing
  • systems for inference and event-driven architectures with multi-optimization support

  • Design and develop sophisticated APIs that expose ML model capabilities
  • Build ETL pipelines specifically tailored for ML applications and develop preprocessing
  • frameworks

  • Implement comprehensive monitoring solutions to identify system bottlenecks,
  • optimize for enhanced scalability

  • Create infrastructure for offline and online experimentation
  • Build internal frameworks and tools that standardize ML workflows across the
  • organization

  • Stay current with developments in machine learning engineering and MLOps, evaluating
  • and recommending new technologies and best practices

  • Contribute to technical decision-making and architecture discussions to shape the
  • future of our ML infrastructure.

    Required Qualifications :

  • Bachelor's degree in Computer Science, Engineering, or related technical field (or
  • equivalent experience)

  • 3+ years of experience in software engineering with a focus on ML systems
  • Strong programming skills in Python and experience with ML frameworks (TensorFlow,
  • PyTorch, Scikit-learn)

  • Experience building and maintaining production ML pipelines
  • Proficiency with containerization technologies (Docker, Kubernetes)
  • Experience with cloud platforms (AWS, GCP, or Azure) and their ML services
  • Understanding of software engineering best practices including version control, CI / CD,
  • and testing

  • Experience with data processing frameworks
  • Strong problem-solving skills and ability to work independently on complex technical
  • challenges

  • Excellent communication skills to collaborate with cross-functional teams
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    Machine Learning Engineer • Aligarh, Uttar Pradesh, India

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