Staff~Sr. Staff Machine Learning Engineer (AI Agent)
Tasks
- Build end to end shopping agent workflow
- Build reinforcement learning feedback loop
- Create user feedback data flywheel
- Design agent orchestration frameworks
- Develop generative recall and ranking systems
- Develop tool calling and sub agent collaboration
- Implement CPT SFT RLHF training pipelines
- Integrate multi modal LLM for product discovery
- Lead LLM fine tuning
- Optimize long context understanding and memory management
Perks/Benefits
Skills/Tech-stack
Agent Orchestration | Agent systems | Continual pretraining | Deep learning | Distributed Training | Fine Tuning | GPU Computing | Generative AI | Information Retrieval | LLM Fine-tuning | Language Models | Large Language Models | Machine Learning | Multi-Agent | Multi-Agent Systems | Multimodal Learning | PyTorch | RLHF | Recommendation Systems | Reinforcement Learning | Supervised Fine Tuning | Tool-Calling
Education
Related jobs
-
API Development | Algorithms | Cloud Computing | Data Structures | Distributed ComputingMid-level Full TimeYeoksam, Seoul4d ago
-
Computer Vision | Data Processing | Deep learning | Distributed Computing | Document AISenior-level Full TimeKOR - Seoul, South Korea, Korea, …11d ago
-
Deep learning | Diffusion Model | Machine Learning | Newton | PyTorchFlexible work arrangements | Learning and development opportunitiesSenior-level Full TimeSeoul14d ago
-
Data Preprocessing | Distributed Training | Model Optimization | Model Training | PyTorchSenior-level Full Time서울 강남구 논현로 508, GS강남타워16d ago
-
C++ | Computer Vision | Deep learning | Language Processing | LinuxFlexible work hours | Healthy lifestyle supportSenior-level Full TimeYongin-si, Gyeonggi-do, South Korea16d ago
-
DPO | Data Annotation | Data Filtering | Data collection | Deep learningFlexible work hours | Health checkup | Health insurance | Learning Support | Office amenitiesSenior-level Full TimeYongin-si, Gyeonggi-do, South Korea17d ago
-
Mid-level Full TimeKOR - Seoul, South Korea, Korea, …17d ago
-
3D Perception | Calibration | Computer Vision | Data collection | Deep learningMid-level Full TimeKOR - Seoul, South Korea, Korea, …17d ago
-
Mid-level Full TimeKOR - Seoul, South Korea, Korea, …17d ago
-
Data Analysis | Deep learning | Imitation Learning | Model Optimization | PyTorchFlexible working hours | Health insuranceSenior-level Full TimePangyo (Software Dream Center), South Korea18d ago
-
AI Algorithms | AI Model Training | AI model training/inference | C++ | GPU ProgrammingBenefits package | Competitive salarySenior-level Full TimeKorea, Seoul, Korea, Republic of25d ago