Staff Machine Learning Engineer
Tasks
- Build data pipelines
- Deploy production ML systems
- Design inference architecture
- Develop training workflows
- Ensure reliability performance robustness safety and bias
- Implement evaluation pipelines
- Improve memory efficiency
- Integrate ML systems into backend mobile and desktop
- Maintain training data systems
- Monitor and debug production issues
- Optimize GPU performance
- Own end to end ML system execution
- Reduce inference latency
- Scale inference systems
Perks/Benefits
- N/A
Skills/Tech-stack
Bias Mitigation | DPO | Data Pipelines | Deep learning | Fine Tuning | GPU Optimization | Inference Optimization | JAX | Knowledge Distillation | Language Models | Large Language Models | Latency optimization | LoRA | Machine Learning | Memory Optimization | Model Deployment | Model Evaluation | Model Fine-tuning | Observability | PyTorch | Python | QLoRA | SFT | Safety evaluation | Scalable systems | Training Workflow | Training Workflow Management | Workflow Management
Education
N/A
Related jobs
-
Senior-level Full TimePangyo (Software Dream Center), South Korea19h ago
-
Senior-level Full TimeSeoul, Korea22h ago
-
Cost Optimization | DPO | Data Pipelines | GPU | Inference architectureSenior-level Full TimeSeoul, Korea22h ago
-
Cost Optimization | Data Pipelines | GPU Computing | JAX | Latency optimizationSenior-level Full TimeSeoul, Korea23h ago
-
Data Pipelines | GPU Computing | JAX | Machine Learning | Machine learning deploymentSenior-level Full TimeSeoul, Korea23h ago
-
Senior-level Full TimeSeoul, Korea23h ago
-
Mid-level Full TimeSeoul, Korea23h ago
-
Senior-level Full TimeSeoul, Korea1d ago
-
Asynchronous programming | CrewAI | Django | Docker | FastAPISenior-level Full TimeSeoul, South Korea1d ago
-
Asynchronous programming | Caching | CrewAI | Django | DockerSenior-level Full TimeSeoul, South Korea1d ago
-
AI/ML Researcher (Multimodal) KRW 65000K-90000KAPI Development | Computer Vision | Deep learning | Information Extraction | Language ModelsOnsite work | Relocation assistance not available | Travel up to 10 percentSenior-level Full TimeKOR - Seoul, South Korea, Korea, …2d ago
-
Associate/Experienced Embedded Software Engineer (Hardware Emulation) KRW 65000K-90000KARINC 429 | ARINC 664 | ARM | Agile | BashSenior-level Full TimeKOR - Seoul, South Korea, Korea, …2d ago
-
Bash | Cloud platform | Data Ingestion | Data Ingestion Pipelines | Data ProcessingAsynchronous work culture | Flexible management approach | Friendly work environmentMid-level Full TimeSeoul, South Korea3d ago
-
Mid-Senior Quantum Developer - W/M KRW 65000K-90000KCirq | Error correction | Fault-tolerant | Fault-tolerant quantum computing | Machine LearningConference attendance | Training timeSenior-level Full TimeSeocho District, South Korea4d ago
-
Senior-level Full TimePangyo (Software Dream Center), South Korea5d ago
-
APIs | Accuracy Metrics | Agent systems | Cloud platform | CrewAIMid-level Full TimeSeoul, South Korea5d ago
-
A/B | A/B Testing | B testing | Data Analysis | EnglishSenior-level Full TimeYoungdeungpo-gu, KR, 150-7776d ago
-
Customer training | Experiment automation | Microwave | Python | RadiofrequencyOpen and transparent culture | Personal development | Travel within countryEntry-level Full TimeSouth Korea7d ago
-
3D visualization | CI/CD | Data Processing | Docker | FastAPISenior-level Full TimePangyo (Software Dream Center), South Korea8d ago
-
Senior-level Full TimePangyo (Software Dream Center), South Korea8d ago
-
Algorithm Development | C# | C++ | CMOS sensor | Color processingMid-level Full TimeSuwon, Gyeonggi-do, Korea, Republic of13d ago
-
Argo Workflows | Asynchronous programming | Benchmarking | Data Monitoring | DatadogSenior-level Full TimePangyo (Software Dream Center), South Korea13d ago
-
Bash | Cloud platform | Data Processing | Docker | Google CloudAsynchronous culture | Competitive salaries | Entrepreneurial team | Friendly work environmentMid-level Full TimeSeongnam, South Korea13d ago
-
A/B | A/B Testing | AWS | B testing | Data ValidationSenior-level Full TimeSeoul, South Korea14d ago
-
Staff, Machine Learning Engineer - Coupang Play KRW 25272K-26000KA/B | A/B Testing | AWS | B testing | Deep learningSenior-level Full TimeSeoul, South Korea14d ago