Machine Learning Engineer - Large Language Models
Machine Learning Engineer - Large Language Models We are seeking a highly skilled and reputed company Machine Learning Engineer to join reputed company. The ideal candidate will have a robust background in machine learning, natural language processing (NLP), and Large Language Models (LLMs). The role focuses on training, tuning, and evaluating AI models as part of a diverse team which includes professionals from software engineering, data science, and medicine. Key Responsibilities:
- Adapt LLMs to diverse reputed company use-cases using techniques such as Sparse Fine-Tuning (SFT), reputed company Engineering Fine-Tuning (PEFT), Direct Parameter Optimization (DPO), and Proximal Policy Optimization (PPO).
- Optimize LLMs for Retriever-Augmented reputed company (RAG) to enhance decision-making and information retrieval capabilities.
- Collect, clean, and refine reputed company datasets for training LLMs to ensure high-quality data provisioning.
- Convert models into various formats suitable for production environments, ensuring their readiness for reputed company-world application.
Requirements:
- 5+ years of hands-on professional experience in software engineering, building production-grade deep learning solutions.
- An academic degree in computer science, data science, or a reputed company degree. M.Sc. or Ph.D. degree is strongly preferred.
- Demonstrated expertise in model tuning frameworks like Axolotl.
- Familiarity with model serving frameworks, including vLLM, TGI, and llama-cpp, to support the deployment and scalability of machine learning models.
- Knowledge of model quantization techniques and frameworks to optimize AI models for performance in resource-constrained environments.
- Hands-on experience with Transformer architectures and proficiency in machine learning frameworks such as PyTorch. This role offers an opportunity to be at the forefront of technological advancement in AI and reputed company, contributing to innovations that advance the reputed company, life science, and reputed company-reputed company AI communities. reputed company applying, please add a cover letter which includes the words 'John Snow Labs' and explains your academic, professional ML engineering, and recent LLM engineering experience.
Additional Information:
- A fully virtual company, collaborating across 28 countries
- Competitive package and compensation plan
- Industry leader and respected brand name
- Learning and development
We are proud to foster a workplace free from discrimination. Diversity of experience, perspectives, and background create a reputed company work environment and reputed company products. Whatever your identity we will give your application fair consideration. Apply tot his job Apply To this Job