Job Description
- Position: AI Modelling Research & Engineer
- Affiliate: Hanwha General Insurance
- Location: Yeouido, Seoul
- Position Type: Conversion Track (Full-time offer available)
- Responsibilities
- AI Research
- Conduct research on core AI technologies, including machine learning and generative AI
- Design and validate new model architectures and algorithms
- Research and apply emerging AI technologies
- AI Model Engineering
- Develop conversational AI services based on generative AI models
- Design, develop, and optimize machine learning and deep learning models
- Required/Preferred Qualifications
[Required]
- Language requirements : Fluent in Korean and English (written and spoken)
- Bachelor’s degree (or expected) in AI, Computer Science, Mathematics, or a related field
- Solid understanding of machine learning and generative AI, with hands-on development
experience
[Preferred]
- Experience publishing research papers or completing research-level projects
- Experience developing conversational agents, such as AI assistants or chatbots
- Required Documents for Application
- Resume
- Case Study answer
※ You may submit your case study in either Korean or English
Case Study
- Submit a detailed up to one-page analysis on each of the questions below
SLM(Small Language Model)을 이용한 사내 지식(규정, 상품, 업무매뉴얼 등) 기반 챗봇 서비스를 구축하려 합니다.
*예상 트래픽은 일 평균 1만 건의 질의이며, 응답 시간은 5초 이내가 요구됩니다.
답변의 할루시네이션 현상(근거 없는 답변, 계산 실수 등)과 같은 문제는 없어야 하며, 서비스 런칭 후 답변의 품질 유지가 되어야 합니다. 위 조건 하에, 다음에 대해 서술해 주세요:
Q1.
금융권 망분리 규제 및 제한된 리소스(GPU 자원, 개발 시간) 상황을 고려한 최적의 아키텍처 구성 전략
Q2.
발생 가능한 문제들의 원인 진단 방법과 해결 방안 및 각 방안의 트레이드 오프
* A4 1페이지 이내로 작성 (한/영 무관)
Logistics & Disclaimer
- This is a paid internship.
- Applicants are advised to thoroughly review their applications for accuracy and completeness before submission. We will not be responsible for any disadvantages in the selection process resulting from any errors or omissions.
- In the case of any fraudulent recruitment practices or suspicion of any unethical behavior, the offer of internship may be revoked.
- False information or failure to provide verifiable documentation when requested will result in the withdrawal of the internship offer.
- Individuals with registered disabilities and those eligible for veteran’s benefits will be given preferential treatment in accordance with relevant laws and internal regulations.
- All communication regarding the progress of your application and screening results will be conducted via email. Please ensure your email address is correctly entered.
Job Description
- Position: AI Modelling Research & Engineer
- Affiliate: Hanwha General Insurance
- Location: Yeouido, Seoul
- Position Type: Conversion Track (Full-time offer available)
- Responsibilities
- AI Research
- Conduct research on core AI technologies, including machine learning and generative AI
- Design and validate new model architectures and algorithms
- Research and apply emerging AI technologies
- AI Model Engineering
- Develop conversational AI services based on generative AI models
- Design, develop, and optimize machine learning and deep learning models
- Required/Preferred Qualifications
[Required]
- Language requirements : Fluent in Korean and English (written and spoken)
- Bachelor’s degree (or expected) in AI, Computer Science, Mathematics, or a related field
- Solid understanding of machine learning and generative AI, with hands-on development
experience
[Preferred]
- Experience publishing research papers or completing research-level projects
- Experience developing conversational agents, such as AI assistants or chatbots
- Required Documents for Application
- Resume
- Case Study answer
※ You may submit your case study in either Korean or English
Case Study
- Submit a detailed up to one-page analysis on each of the questions below
SLM(Small Language Model)을 이용한 사내 지식(규정, 상품, 업무매뉴얼 등) 기반 챗봇 서비스를 구축하려 합니다.
*예상 트래픽은 일 평균 1만 건의 질의이며, 응답 시간은 5초 이내가 요구됩니다.
답변의 할루시네이션 현상(근거 없는 답변, 계산 실수 등)과 같은 문제는 없어야 하며, 서비스 런칭 후 답변의 품질 유지가 되어야 합니다. 위 조건 하에, 다음에 대해 서술해 주세요:
Q1.
금융권 망분리 규제 및 제한된 리소스(GPU 자원, 개발 시간) 상황을 고려한 최적의 아키텍처 구성 전략
Q2.
발생 가능한 문제들의 원인 진단 방법과 해결 방안 및 각 방안의 트레이드 오프
* A4 1페이지 이내로 작성 (한/영 무관)
Logistics & Disclaimer
- This is a paid internship.
- Applicants are advised to thoroughly review their applications for accuracy and completeness before submission. We will not be responsible for any disadvantages in the selection process resulting from any errors or omissions.
- In the case of any fraudulent recruitment practices or suspicion of any unethical behavior, the offer of internship may be revoked.
- False information or failure to provide verifiable documentation when requested will result in the withdrawal of the internship offer.
- Individuals with registered disabilities and those eligible for veteran’s benefits will be given preferential treatment in accordance with relevant laws and internal regulations.
- All communication regarding the progress of your application and screening results will be conducted via email. Please ensure your email address is correctly entered.