Staff Machine Learning Engineer (Eats Search & Discovery)
Tasks
- Build and train recommendation models
- Collaborate with global teams to co build recommendation system
- Create data pipelines for candidates and features
- Design recommendation/ranking systems
- Develop machine learning models and features
- Improve customer experience through ranking improvements
- Mine customer behavior data for insights
- Run online and offline experiments
Perks/Benefits
- N/A
Skills/Tech-stack
Data Pipelines | Deep learning | Experimentation | Feature Engineering | Integration Testing | Java | Machine Learning | Online Serving | Recommendation Systems | Unit Testing
Education
Related jobs
-
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 Korea12h 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 Korea1d ago
-
Data Mining | Data Pipelines | Deep learning | Experimentation | Feature EngineeringSenior-level Full TimeSeoul, South Korea2d ago
-
Data Mining | Data Pipelines | Deep learning | Experimentation | Feature EngineeringSenior-level Full TimeSeoul, South Korea2d ago
-
API Testing | Boundary-value analysis | CI/CD | Concurrency Testing | CypressMid-level Full TimeKorea, Republic of2d ago
-
Senior-level Full TimeKorea, Republic of2d ago
-
AI Agent framework | AI gateway | AWS Bedrock | Adversarial Red Teaming | Agent FrameworkMid-level Full TimeKorea, Republic of2d ago
-
Agent Orchestration | Agent systems | Continual pretraining | Deep learning | Distributed TrainingCareer growth opportunities | Flexible innovation culture | GPU cluster accessSenior-level Full TimeSeoul, South Korea7d ago
-
APIs | Business Logic | Business logic design | GRPC | GolangEnglish training | Flexible work hours | Group insurance | Health checkups | Meal allowanceMid-level Full TimeSeoul, KR9d ago
-
API Development | Algorithms | Cloud Computing | Data Structures | Distributed ComputingMid-level Full TimeYeoksam, Seoul10d ago
-
AWS | ClickHouse | Cloud Computing | Data Architecture | Data ModelingCareer development opportunities | Flexible working hours | Medical insuranceSenior-level Full TimeSeoul, South Korea13d ago
-
Apache Beam | BigQuery | Bigtable | Computer Vision | DataflowMid-level Full TimeSeoul, Korea16d ago
-
Apache Beam | BigQuery | Bigtable | Computer Vision | DataflowSenior-level Full TimeSeoul, Korea16d ago
-
Adtech | Apache Beam | BigQuery | Bigtable | Computer VisionSenior-level Full TimeSeoul, Korea16d ago
-
Apache Beam | BigQuery | Bigtable | Computer Vision | DataflowMid-level Full TimeSeoul, Korea16d ago
-
Computer Vision | Data Processing | Deep learning | Distributed Computing | Document AISenior-level Full TimeKOR - Seoul, South Korea, Korea, …17d ago
-
Deep learning | Diffusion Model | Machine Learning | Newton | PyTorchFlexible work arrangements | Learning and development opportunitiesSenior-level Full TimeSeoul20d ago
-
C++ | Computer Vision | Deep learning | Language Processing | LinuxFlexible work hours | Healthy lifestyle supportSenior-level Full TimeYongin-si, Gyeonggi-do, South Korea22d 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 Korea23d ago
-
Mid-level Full TimeKOR - Seoul, South Korea, Korea, …23d ago
-
3D Perception | Calibration | Computer Vision | Data collection | Deep learningMid-level Full TimeKOR - Seoul, South Korea, Korea, …23d ago
-
Mid-level Full TimeKOR - Seoul, South Korea, Korea, …23d ago
-
Data Analysis | Deep learning | Imitation Learning | Model Optimization | PyTorchFlexible working hours | Health insuranceSenior-level Full TimePangyo (Software Dream Center), South Korea25d ago