AI Engineer - FDE (Forward Deployed Engineer)
Salary not listed • Seoul, South Korea • Full-time
Posted 4mo ago
This job has been open for more than 60 days. It may no longer be actively hiring, so check with the company before putting a lot into an application.
Job Location
Seoul, South Korea
Tech Stack
Remote Work Policy
On-site
Employment Type
Full-time
Categories
AI Engineer
About the job
The AI Forward Deployed Engineering (AI FDE) team is a specialized customer-facing AI team focused on delivering professional services to help customers build and productionize AI applications. This role involves working cross-functionally with engineering, product, and developer relations teams, and supporting internal subject matter experts. The ideal candidate is passionate about working with customers and teammates, and staying curious about the latest trends in GenAI, LLMOps, and ML.
Responsibilities
- Develop cutting-edge GenAI solutions using Databricks AI research to solve customer problems.
- Own production rollouts of consumer and internally facing GenAI applications.
- Serve as a trusted technical advisor to customers.
- Present at conferences and act as a thought leader.
- Collaborate with product and engineering teams to influence priorities and shape the product roadmap.
Requirements
- 7+ years of experience building GenAI applications, including RAG, multi-agent systems, Text2SQL, and fine-tuning, using tools like HuggingFace, LangChain, and DSPy.
- Expertise in deploying production-grade GenAI applications, including evaluation and optimizations.
- Extensive hands-on industry data science experience with tools like pandas, scikit-learn, and PyTorch.
- Experience building production-grade machine learning deployments on AWS, Azure, or GCP.
- Graduate degree in a quantitative discipline or equivalent practical experience.
- Experience communicating and teaching technical concepts to both technical and non-technical audiences.
- Passion for collaboration, lifelong learning, and driving business value through AI.
- Willingness to travel 4-8 weeks per year to see customers.
- Native-level fluency in Korean and professional working proficiency in English.