Senior Machine Learning Engineer (Match Group AI)
Tasks
- Design ML training pipeline and deployment process
- Develop and prototype new product features with AI ML
- Manage multimodal data and mitigate bias and noise
- Optimize model inference for on device and large scale systems
- Optimize model training and evaluation
- Redefine business goals into AI ML problems
- Research and develop large language models
- Research and develop multimodal models
- Solve business problems with AI ML
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | B testing | Causal Inference | Data pipeline | Deep learning | JAX | Language Models | Large Language Models | Machine Learning | Model Evaluation | Model Inference | Model Training | Multimodal Learning | On-device Inference | PyTorch | Python | SQL | Statistical Analysis | System design | TensorFlow
Education
Related jobs
-
AI Feedback | Agent Orchestration | Agent systems | Agentic AI | Autonomous ReasoningSenior-level Full TimeSeoul, South Korea17h ago
-
AI Application Engineer KRW 44000K-44000KArgo CD | BentoML | Docker Compose | FastAPI | GitLab CIRelocation assistance not availableMid-level Full TimeKOR - Seoul, South Korea, Korea, …22h ago
-
AI Application Engineer KRW 44000K-44000KAWS | Argo CD | Azure | BentoML | CI/CDRelocation assistance not guaranteedEntry-level Full TimeKOR - Seoul, South Korea, Korea, …22h ago
-
A I | A i Data Pipelines | A/B | A/B Testing | B testingSenior-level Full TimeSeoul, South Korea1d ago
-
API Integration | BigQuery | Data Architecture | Data Engineering | Data GovernanceSenior-level ContractSeoul, South Korea6d ago
-
API Development | AWS | Data Cleansing | Data Modeling | Data NormalizationSenior-level Full TimePangyo (Software Dream Center), South Korea6d ago
-
Bash | Data Ingestion | Data Processing | Docker | GCPAsynchronous culture | Career growth opportunities | Friendly work environment | Impactful work on consumer products | Remote-friendly cultureMid-level Full TimeIncheon, South Korea6d ago
-
Data Analysis | Deep learning | Experimentation | Feature Engineering | Language ModelsSenior-level Full TimeSeoul, South Korea6d ago
-
Mid-level Full TimeSeoul, South Korea6d ago
-
Entry-level Full TimeSeoul, South Korea7d ago
-
Senior AI/ML Developer (Full-Stack) USD 86K-138KAPI Development | Amazon Web Services | Apache NiFi | CI/CD | Cloud ComputingSenior-level Full TimePyeongtaek, AP, United States7d ago
-
Agent Orchestration | CI/CD | Docker | Evaluation | Fine TuningDental insurance | Disability insurance | Family planning support | Health insurance | Life insuranceSenior-level Full TimeSeoul8d ago
-
Forward Deployed Engineer - AI Engineer KRW 46542K-50000KAgent Orchestration | CI/CD | Docker | Fine Tuning | KubernetesDental insurance | Disability insurance | Family planning support | Health insurance | Life insuranceMid-level Full TimeSeoul8d ago
-
AWS | Apache Airflow | Apache Beam | Apache Spark | AzureMid-level Full TimeSeoul, Korea8d ago
-
Senior-level Full TimePangyo (Software Dream Center), South Korea12d ago
-
Audio CODEC | C++ | Deep learning | Diffusion Models | Flow matchingSenior-level Full TimePangyo (Software Dream Center), South Korea12d ago
-
CI/CD | Capacity Planning | Deep learning | GPU Compute | GPU schedulingSenior-level Full TimeSeoul12d ago
-
Bash | Cloud platform | Data Ingestion | Data Processing | DockerAsynchronous culture | Diversity and inclusion | Flexible management | Impactful mission | Remote-friendly cultureMid-level Full TimeBusan, South Korea12d ago
-
A/B | A/B Testing | B testing | Data Analysis | Deep learningSenior-level Full TimeSeoul, South Korea12d ago
-
A/B | A/B Testing | B testing | Data Analysis | Deep learningSenior-level Full TimeSeoul, South Korea12d ago
-
A/B | A/B Testing | B testing | Data Analysis | Deep learningSenior-level Full TimeSeoul, South Korea12d ago
-
3D Gaussian Splatting | C++ | CARLA | CUDA | Gaussian SplattingSenior-level Full TimePangyo (Software Dream Center), South Korea13d ago
-
Senior-level Full TimePangyo (Software Dream Center), South Korea13d ago
-
AWS | Agent systems | Apache Spark | Apache Spark SQL | AzureConference speaking opportunities | Travel opportunitiesSenior-level Full TimeSeoul, South Korea13d ago
-
Agent systems | Artificial Intelligence | Deep learning | Inference Optimization | KV cacheEntry-level Full TimeSeoul13d ago