D&A (Digitalization & Automation) Software Development Engineer (AI)
Hwasung Campus Building A, Korea, Korea, Republic of
KRW 65000K-90000K (estimate) Senior-level Full Time
Tasks
- Communicate results and recommendations to stakeholders
- Define standards policies and best practices for data and models
- Design and implement full stack data analytics solutions
- Design and maintain cloud-native data pipelines
- Develop deploy and maintain machine learning and deep learning models
- Ensure data quality, traceability, and reproducibility
- Ensure solutions are compliant scalable maintainable and secure
- Improve observability by identifying data gaps
- Monitor models and retrain using new data
- Own end-to-end solution lifecycle
- Perform data exploration feature engineering and model validation
- Support proof of concept pipelines and production transition
- Translate diagnostics domain needs into data and model requirements
Perks/Benefits
- N/A
Skills/Tech-stack
Cause analysis | Data Governance | Data Pipelines | Data Quality | Databricks | Deep learning | ETL | Fault detection | Feature Engineering | Kusto | LLM | Machine Learning | Model Monitoring | Predictive Maintenance | PyTorch | Python | Retraining | Root Cause Analysis | Root cause | SQL | Spark | Statistics | TensorFlow
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