Cloud MLOps Engineer supporting Data Science and Engineering teams by automating CI/CD pipelines and managing multi - cloud infrastructure for ML production.
About the role
- MLOps Engineer focusing on transforming language models into effective applications for global impact. Collaborating with diverse teams to innovate AI solutions in a hybrid work environment.
Responsibilities
- 오픈소스 모델을 효율적으로 실행·관리하고, 비용과 신뢰성을 최적화
- GPU, CPU, 메모리 리소스 전반에서 높은 성능과 안정성 확보
- 모델 추론을 모니터링 및 트러블슈팅하여 낮은 지연 시간과 높은 처리량 유지
- 엔지니어와 협력해 확장 가능하고 신뢰성 있는 모델 서빙 솔루션 구현
Requirements
- vLLM, HuggingFace TGI 등의 모델 서빙 플랫폼 사용 경험
- Kubernetes, Ray, Modal, RunPod, LambdaLabs 등을 활용한 GPU 오케스트레이션 경험
- 트래픽 수요에 따라 지연 시간·비용을 모니터링하고 시스템을 효율적으로 확장할 수 있는 능력
- 백엔드 엔지니어를 위한 추론 엔드포인트 설정 경험
Benefits
- 수평적 조직 구조와 진정한 오너십
- 제품 방향성과 합의 기반 의사결정에 전면적으로 참여
- 유연한 근무 형태
- 제품, 데이터, 엔지니어링 전반에 걸쳐 높은 영향력을 가지는 역할
- 업계 최고 수준의 보상 및 성과 기반 보너스
- 글로벌 제품 개발에 참여할 기회
- 다양한 복지 —— 주택 임대 보조, 우수한 회사 구내식당, 야근 식사 제공
- 건강, 치과, 안과 보험
- 본인 및 가족을 위한 글로벌 여행 보험
- 무제한·유연한 휴가 제도
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
Tech skills
Location requirements
Lead development of Agentic AI capabilities and LLM applications for multiple mission management applications. Mentor teams to implement ML algorithms addressing customer challenges.
Staff AI/ML Engineer at CACI responsible for developing AI/ML algorithms and analyzing datasets. Join a high - performing team supporting national safety missions.
AI/ML Engineer at CACI developing machine learning algorithms for multiple applications. Collaborating with a research team to implement cutting - edge AI/ML solutions for customer missions.
Senior Computer Vision AI/ML Engineer leading a team in AI/ML algorithm implementation for remote sensing solutions. Responsibilities include training models and analyzing datasets with a focus on defense and commercial applications.
MLOps Engineer working on ML processes and robust workflows at Kensho. Collaborating with engineers to enhance tooling, services, and frameworks for machine learning.
Intern working on avionics hardware and software for Blue Origin. Gaining hands - on experience while contributing to space development projects.
Machine Learning Engineer engaged in recommendation and search, NLP, and image processing. Contributing to a major online dating app, Pairs, in Japan.
Senior Scientist II leading innovative AI and machine learning projects in oncology at Tempus. Collaborating with teams to advance predictive modeling and drug R&D initiatives.
Technical leader architecting and deploying advanced Gen AI and ML solutions for Walmart Connect. Driving innovation in ad targeting, personalization, and campaign analytics.