Artificial Intelligence Developer

4 weeks ago

Delhi NCRGurgaonGurugramBhubaneshwarPune, India Novotree Minds Full time
Job Title: Machine Learning Engineer

Job Summary:

We are seeking a highly skilled Machine Learning Engineer to join our team at Novotree Minds. As a Machine Learning Engineer, you will be responsible for designing and developing innovative AI solutions using generative models.

Key Responsibilities:

  • Design and develop generative AI models (e.g., GANs, VAEs) to create innovative solutions across various applications.
  • Collaborate with data scientists and software engineers to implement machine learning pipelines using AWS services.
  • Utilize AWS tools such as SageMaker, Lambda, EC2, ECS, and S3 for model training, deployment, and management.
  • Preprocess and analyze large datasets to ensure high-quality inputs for machine learning models.
  • Optimize model performance and scalability for production environments.
  • Monitor and evaluate model performance, implementing improvements as needed.
  • Stay up-to-date with the latest advancements in machine learning and generative AI technologies.
  • Document methodologies, processes, and best practices for reproducibility and knowledge sharing.
  • Design, develop, and implement state-of-the-art generative models for various applications, such as text generation, image synthesis, and content creation.
  • Experience working on open-source LLMs like Llama, Falcon, BERT, Mistral, etc., RAG systems, and prompt engineering.
  • Develop and implement robust evaluation metrics to assess the performance and quality of generative models.
  • Architecture design and building scalable production systems.
  • Strong programming skills in languages like Python and proficiency in machine learning libraries.
  • Solid understanding of neural network architectures, optimization techniques, and training methodologies.
  • Work experience on cloud platforms like AWS/Azure.
  • Experience with MLOps practices and CI/CD pipelines for machine learning.
  • Knowledge of containerization technologies (e.g., Docker, Kubernetes).

Requirements:

  • Strong programming skills in languages like Python.
  • Proficiency in machine learning libraries.
  • Solid understanding of neural network architectures, optimization techniques, and training methodologies.
  • Work experience on cloud platforms like AWS/Azure.
  • Experience with MLOps practices and CI/CD pipelines for machine learning.
  • Knowledge of containerization technologies (e.g., Docker, Kubernetes).

What We Offer:

At Novotree Minds, we offer a dynamic and innovative work environment that fosters growth and collaboration. We are committed to providing our employees with the tools and resources they need to succeed in their roles.

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