The Role
The Senior Machine Learning Engineer will develop and deploy advanced machine learning models for generative AI applications, refine pre-trained models like GPT and BERT, collaborate with data engineers on data pipelines, implement innovative techniques to enhance model performance, and analyze outputs for biases or issues.
Summary Generated by Built In
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.
- 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.
Top Skills
PyTorch
TensorFlow
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The Company
What We Do
Robusta Technology Group (RTG) | Empowering the tech landscape with innovative digital solutions, expertise, and collaboration. Join us to unlock your business' growth potential.
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