Logo Cephalgo

Machine Learning Engineer

20 sept. 2024Strasbourg - Grand EstCDICephalgo
Description

About Us:  Fueled by over €3M in funding, Cephalgo's mission is to revolutionize mental health care. We are pioneers, using technology to make real differences in the lives of those we serve. We’re more than just a company: we’re a community driven by the passion to make mental health care accessible, understandable, and actionable. We're seeking an experienced machine learning engineer specializing in fine-tuning Large Language Models (LLMs) to join our team. Responsibilities: Design and implement fine-tuning strategies for LLMs Optimize model performance for specific tasks and domains Develop and maintain data pipelines for training and evaluation Collaborate with cross-functional teams to integrate fine-tuned models Stay current with the latest advancements in LLM technology Requirements: Master's or PhD in Computer Science, Machine Learning, or related field 3+ years of experience in machine learning, with a focus on NLP and LLMs Proficiency in Python and deep learning frameworks (e.g., PyTorch, TensorFlow) Experience with LLM fine-tuning techniques (e.g., PEFT, LoRA, QLoRA) Strong understanding of transformer architectures and attention mechanisms Familiarity with distributed computing and GPU optimization Preferred Qualifications: Experience with popular LLM frameworks (e.g., Hugging Face Transformers) Knowledge of prompt engineering and few-shot learning techniques Published research or contributions to open-source LLM projects Experience with MLOps and model deployment in production environments Why Join Us? Make a Difference:  Your work directly contributes to transformative changes in mental health care Career Growth:  Benefit from international conferences, annual training sessions, and performance-based bonuses Work Flexibility:  Enjoy the flexibility of remote work options and flexible hours Competitive Compensation:  Receive a salary that matches your expertise, complemented by a supportive work culture Interested in being at the forefront of mental health innovation? Join CEPHALGO, where your work not only advances technology but also drives meaningful change in mental health care.