Remote 머신러닝 엔지니어 (LLM) Machine Learning Engineer (LLM)

Description:

• The position is for a Machine Learning Engineer (LLM) focused on transforming language models into real-world applications.
• The company is building AI systems for a global audience, emphasizing real-world impact and high usage.
• This role adopts a hybrid work arrangement, combining flexible remote work with in-office collaboration at the headquarters.
• The engineer will work closely with regional teams across product, engineering, operations, infrastructure, and data to develop and scale impactful AI solutions.
• Key responsibilities include fine-tuning and optimizing open-source models, engineering prompts and datasets, evaluating models, deploying and monitoring models in production, and collaborating with various teams to launch user-facing AI features.

Requirements:

• Candidates must have strong experience in transformers, deep learning, and fine-tuning methods such as LoRA/QLoRA, SFT, and distillation.
• Proficiency in PyTorch is preferred, but experience with TensorFlow is also acceptable.
• Skills in prompt engineering and dataset curation that align with tone, safety, and trust are required.
• Familiarity with evaluation metrics like perplexity, toxicity, and relevance is necessary.
• A solid foundation in software engineering principles, including algorithms, data structures, and clean code practices, is essential.

Benefits:

• The company offers a flat organizational structure that promotes real ownership.
• Employees will have full involvement in product direction and consensus decision-making.
• Flexible work arrangements are provided.
• The role has high visibility and impact across product, data, and engineering.
• Compensation is competitive, with performance-based bonuses.
• Employees gain global exposure to product development.
• Additional perks include housing rental subsidies, a quality company cafeteria, and meals for overtime work.
• Health, dental, and vision insurance are included.
• Global travel insurance is provided for employees and their dependents.
• The company offers unlimited and flexible time off.