Machine Learning Architect

4 days ago

Bengaluru, Karnataka, India beBeeArtificial Full time US$ 1,20,000 - US$ 1,40,000
Job Overview

We are seeking a highly skilled AI expert to design and develop custom machine learning and deep learning models for business-specific problems.

  • Design and develop custom machine learning and deep learning models for business-specific problems (NLP, computer vision, predictive modeling, recommendation systems, etc.).
  • Build and maintain scalable AI/ML pipelines for data ingestion, preprocessing, training, testing, deployment, and monitoring.
  • Collaborate with cross-functional teams to integrate AI solutions into real-world products.
  • Ensure high-performance, scalable, and production-ready deployment using MLOps practices.
  • Optimize models with advanced techniques (hyperparameter tuning, distributed training, GPU optimization).
  • Contribute to research initiatives and adopt the latest innovations in LLMs, generative AI, and automation frameworks.
  • Document technical processes, architectures, and pipeline workflows for reproducibility and knowledge sharing.
Requirements:
  • Bachelor's/Master's in Computer Science, Artificial Intelligence, Data Science, or related field.
  • 5+ years of hands-on experience in developing AI/ML solutions.
  • Strong programming expertise in Python and frameworks like PyTorch, TensorFlow, Scikit-learn, Hugging Face.
  • Proven track record in building and managing ML pipelines.
  • Proficiency in data preprocessing, feature engineering, and model evaluation techniques.
  • Hands-on experience with cloud AI/ML platforms.
  • Familiarity with containerization and orchestration.
Preferred Skills
  • Experience in fine-tuning Large Language Models.
  • Exposure to real-time/streaming data processing.
  • Knowledge of microservices and API development for model integration.
  • Experience with generative AI and reinforcement learning techniques.

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