обновлено 48 минут назад
Machine Learning Engineer (Large Language Models)
30 - 60$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer (Large Language Models) (AI/NLP): Training, tuning, and evaluating large language models for healthcare use cases with an accent on fine-tuning, retrieval-augmented generation, and production model optimization. Focus on adapting Transformer models, preparing healthcare datasets, and converting models for scalable deployment.
Location: Remote, work from anywhere
Compensation: USD 30–60 per hour
Company
develops AI, NLP software, data, and models for healthcare and life science organizations, including the Spark NLP library.
What you will do
- Adapt large language models to diverse healthcare use cases using SFT, PEFT, DPO, PPO, and prompt engineering.
- Optimize LLMs for retrieval-augmented generation to improve decision-making and information retrieval.
- Collect, clean, and refine healthcare datasets for LLM training.
- Convert models into production-ready formats for real-world deployment.
- Collaborate with software engineering, data science, and medical professionals.
Requirements
- 5+ years of professional software engineering experience building production-grade deep learning solutions.
- Academic degree in computer science, data science, or a related field; an M.Sc. or Ph.D. is strongly preferred.
- Expertise with model-tuning frameworks such as Axolotl.
- Familiarity with model-serving frameworks including vLLM, TGI, and llama-cpp.
- Knowledge of model quantization techniques and frameworks for resource-constrained environments.
- Hands-on experience with Transformer architectures and PyTorch.
Nice to have
- M.Sc. or Ph.D. degree.
- Recent LLM engineering experience across healthcare or life science applications.
Culture & Benefits
- Fully virtual company collaborating across 28 countries.
- Competitive compensation package.
- Work with an industry-leading AI and NLP brand.
- Learning and development opportunities.
- Inclusive workplace with fair consideration for diverse backgrounds and experiences.
Hiring process
- Submit a cover letter that includes the words “” and explains academic, professional machine learning engineering, and recent LLM engineering experience.
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