Senior Machine Learning Engineer - Octopus by RTG

وصف الوظيفة

Octopus by RTG is on a mission of connecting top notch ogranizations around the globe with top notch talents. We are currently looking for Senior Machine Learning Engineer.

Responsibilities:

  • Develop and deploy state-of-the-art machine learning models for generative AI applications, including Retrieval-Augmented Generation (RAG), voice assistants, and agents.
  • Fine-tune pre-trained models (e.g., GPT, BERT) for specific use cases and integrate them into scalable applications.
  • Collaborate with data engineers to design efficient data pipelines and preprocessing workflows.
  • Research and implement innovative techniques to improve model performance, interpretability, and scalability.
  • Analyze model outputs to identify and resolve biases or performance issues.

متطلبات الوظيفة

  • Strong experience with machine learning frameworks (e.g., TensorFlow, PyTorch, Hugging Face).
  • Strong background in NLP and conversational AI.
  • In-depth knowledge of deep learning and large language models.
  • Experience with speech processing tools (e.g., Whisper, Google Speech-to-Text).
  • Knowledge of conversational AI frameworks (e.g., Rasa, Dialogflow).
  • Strong problem-solving skills and ability to work collaboratively in cross-functional teams.