AI/ML Model Development Specialist

2 days ago

Surat, Gujarat, India beBeeMACHINELEARNING Full time ₹ 18,00,000 - ₹ 25,00,000

Machine Learning Engineer Job Description

Job Summary

We are seeking a skilled Machine Learning Engineer to join our team. The ideal candidate will have experience in building and deploying machine learning models, as well as a strong understanding of software engineering principles.

Required Skills and Qualifications
  • Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, Statistics, or related field.
  • 3-5 years of hands-on experience in AI/ML engineering and Python, with a focus on building production-ready models.
  • Solid understanding of machine learning algorithms, deep learning architectures, natural language processing (NLP), and information retrieval techniques.
  • Proven ability to deploy and manage AI/ML solutions on major cloud platforms.
  • Experience with MLOps principles and tools for model deployment, monitoring, and lifecycle management.
  • Knowledge of MLOps frameworks like Kubeflow, MLFlow, DataRobot, Airflow, containerization with Docker and Kubernetes, and OpenShift.
Key Responsibilities
  1. Prepare, clean, and process large datasets; build and maintain data pipelines.
  2. Develop and implement machine learning models for various applications (classification, regression, clustering, recommendations, etc.).
  3. Engineer features and optimize model performance through hyperparameter tuning and validation.
  4. Automate model building, training, and deployment by building CI/CD/CT pipelines.
  5. Stay updated on new tools and techniques in machine learning and AI.

Benefits

This role offers the opportunity to work on cutting-edge machine learning projects, collaborate with experienced engineers, and contribute to the development of innovative AI solutions.

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