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 Integration | AWS | Agentic Systems | Azure | GCPAdditional paid holidays | Commuting cost support | Flexible work hours | Free parking | Group insurance supportMid-level Full TimeSeoul, South Korea1d ago
-
AWS | AWS Batch | AWS Glue | AWS Lambda | Active DirectorySenior-level Full TimeKR, Gyeonggi-do, Hwaseong, Korea, Republic of1d ago
-
C++ | Computer Graphics | Diffusion | Docker | Geometry ProcessingFlexible work schedule | Health checkup support | Meal support | Self-development supportEntry-level Full TimeSeoul3d ago
-
Mid-level Full TimeKOR - Seoul, South Korea, Korea, …4d ago
-
Attention Mechanisms | Cloud Platforms | Deep learning | Dialogue Systems | Distributed ComputingSenior-level Full TimeKOR - Seoul, South Korea, Korea, …4d ago
-
Director - Machine Learning & Computer Vision KRW 60000K-80000K3D Geometry | 3D Perception | CUDA | Calibration | CamerasAnnual health check | Daily meal support | Flexible work hours | Hybrid work model | International teamExecutive-level Full TimeSeoul4d ago
-
AI | Analytics | Data Governance | Data Management | Machine LearningMid-level Full TimeKR-AIA Tower, Korea, Republic of5d ago
-
Apache Spark | Azure | Cause analysis | Data Analysis | Data PipelinesSenior-level Full TimeHwasung Campus Building A, Korea, Korea, …5d ago
-
DDP | Deep learning | Distributed Training | Docker | Efficient Fine TuningSenior-level Full TimePangyo (Software Dream Center), South Korea7d ago
-
3D Reconstruction | C# | C++ | CUDA | Computer VisionSenior-level Full TimePangyo (Software Dream Center), South Korea8d ago
-
Android | Attention Mechanisms | C# | C++ | CI/CDSenior-level Full TimePangyo (Software Dream Center), South Korea9d ago
-
DDP | Deep learning | Direct Preference Optimization | Distributed Training | DockerSenior-level Full TimePangyo (Software Dream Center), South Korea9d ago
-
API Development | C++ | Computer Graphics | Diffusion Models | DockerEquipment support | Flexible work schedule | Health checkups | Meals and snacks | Paid leaveEntry-level Full TimeSeoul11d ago
-
Data Pipelines | Distributed Serving | Distributed Training | GPU Computing | KubernetesCorporate card | English education support | Equipment stipend | Health check | Home Office Equipment RefreshSenior-level Full TimeSeoul, South Korea15d ago
-
Agent Orchestration | Embedding Models | Evaluation | LLM APIs | ObservabilityEquity | Flexible time off | Flexible work schedules | Health and wellness benefits | In-person offsitesSenior-level Full TimeSeoul, South Korea16d ago
-
Artificial Intelligence | Evaluation | Feedback loops | LLM APIs | Language ModelsFlexible time off | Flexible work schedules | Health and wellness benefits | In-person offsites | Technology reimbursementsSenior-level Full TimeSeoul, South Korea16d ago
-
Mid-level Full TimeKOR - Seoul, South Korea, Korea, …16d ago
-
Mid-level Full TimeKOR - Seoul, South Korea, Korea, …16d ago
-
Batch Processing | Computer Vision | Contrastive Learning | Distributed Training | Embedding ModelsEnglish education | Equipment stipend | Health checkup | Hybrid work | Snacks and coffeeSenior-level Full TimeSeoul, South Korea17d ago
-
Data Mining | Data Pipelines | Deep learning | Experimentation | Feature EngineeringSenior-level Full TimeSeoul, South Korea17d ago
-
Data Pipelines | Deep learning | Experimentation | Feature Engineering | Integration TestingSenior-level Full TimeSeoul, South Korea17d ago
-
Data Mining | Data Pipelines | Deep learning | Experimentation | Feature EngineeringSenior-level Full TimeSeoul, South Korea17d ago
-
AI Agent framework | AI gateway | AWS Bedrock | Adversarial Red Teaming | Agent FrameworkMid-level Full TimeKorea, Republic of17d ago
-
API Integration | Agent Development | Agent Frameworks | Evaluation Frameworks | LLM DeploymentConference speaking opportunities | Flexible working hours | Generous vacation and parental leave | Hybrid work policy | Visa sponsorshipMid-level Full TimeSeoul, South Korea21d ago
-
Computer Vision | Diffusion Models | Isaac Sim | Language Models | Large Language ModelsSenior-level Full TimeSeoul21d ago