Senior Machine Learning Engineer
Shenzhen, Guangdong Province, China
CNY 457K-540K (estimate) Senior-level Full Time
Tasks
- Address class imbalance data leakage bias and model stability
- Build features from customer transaction repayment behavioral and alternative data
- Build training validation deployment monitoring and retraining pipelines
- Conduct experiments and translate improvements into business outcomes
- Define offline and online evaluation metrics for lending outcomes
- Design develop productionize machine learning models for credit scoring underwriting fraud detection collections portfolio risk management
- Document models and explain decisions to stakeholders
- Explore practical LLM and agentic AI applications
- Integrate models into scalable production systems with engineering teams
- Monitor model performance calibration drift fairness and operational impact
- Select evaluate algorithms emphasizing explainable high performance models
Perks/Benefits
- N/A
Skills/Tech-stack
APIs | Agentic AI | Bias Mitigation | Calibration | Class imbalance | Class imbalance handling | Cloud Platforms | Containers | Data Drift | Data Drift Detection | Data Leakage Prevention | Data leakage | Docker | Drift Detection | Experiment tracking | Feature Engineering | Leakage prevention | LightGBM | Logistic Regression | Machine Learning | Model Evaluation | Model Explainability | Model Monitoring | NumPy | Pandas | Prompt engineering | Python | Random Forests | Reproducible ML | Retrieval-Augmented Generation | SQL | Scikit-learn | XGBoost
Education
Related jobs
-
None Full Time深圳2h ago
-
Mid-level Full TimeShanghai, Shanghai, China11h ago
-
资深数据开发工程师（自动驾驶数据平台） _Xc CNY 180K-300KANN Index | COS Object Storage | Celery | ClickHouse | Cosine similarityMid-level Full TimeSuzhou, Jiangsu, China14h ago
-
Data Engineer - UCA CNY 144K-240KCloud Data | Cloud Data Platforms | Data Pipeline Monitoring | Data Warehousing | Data orchestrationSenior-level Full TimeShanghai17h ago
-
AI Compiler and Library Engineer CNY 45K-52KAssembly | C# | C++ | Computer Vision | Deep learningCollaborative environment | Hands-on project experience | On-site workEntry-level Full TimeCHN - Minhang, China20h ago
-
Mid-level Full TimeShanghai, China20h ago
-
Mid-level Full TimeShanghai, China20h ago
-
Omni模型算法工程师/研究员 CNY 500K-500KAgent planning | Audio Processing | Audio to Audio | C++ | Context understandingMid-level Full Time北京、深圳1d ago
-
AI院-GLM团队-AI-Native 全栈工程师（偏后端） CNY 180K-264KAPI Design | CSS | Cloud Native | Database operations | Distributed ComputingMid-level Full Time北京1d ago
-
Mid-level Full Time杭州1d ago
-
AI院--训练Infra工程师 CNY 180K-300KComputer Vision | Distributed Training | Language Models | Language Processing | Large Language ModelsEntry-level Full Time北京1d ago
-
Mid-level Full Time北京1d ago
-
MaaS-SRE/DBA CNY 240K-360KCapacity Planning | Cluster | Docker | Go | GrafanaOn-call duty | Performance optimization goalsSenior-level Full Time北京1d ago
-
Mid-level Full Time北京1d ago
-
计算机视觉算法实习生（视觉检测） CNY 25K-37KC plus plus | CLIP | Color Space Transformation | Color space | Data PreprocessingEntry-level Internship合肥1d ago
-
Ai算法工程师实习 CNY 25K-37KComputer Vision | Deep learning | Hugging Face | Language Processing | Machine LearningFull-time internship | Long term internship preferred | One to one mentorshipEntry-level Internship合肥、上海1d ago
-
多模态大模型数据算法实习生 CNY 25K-37KData Automation | Data Quality | Data pipeline | Language Models | Large Language ModelsEntry-level Internship北京1d ago
-
Entry-level Internship上海、北京1d ago
-
Ai算法实习生（算法数据支持方向） CNY 25K-37KData Augmentation | Data Quality | Data Versioning | Data cleaning | Data quality assuranceEntry-level Internship上海1d ago
-
AI Agent 算法实习生 CNY 50K-50KAutogen | BeautifulSoup | Data cleaning | Information Retrieval | LangchainEntry-level Internship上海1d ago
-
多模态大模型数据工程师 CNY 25K-37KCorpus Processing | Data Augmentation | Data Automation | Data Quality | Data ValidationEntry-level Internship北京1d ago
-
Senior Machine Learning Engineer USD 20KData Analysis | Data Visualization | Deep learning | Experimentation | Fraud DetectionCareer growth | Competitive compensation | Open, collaborative cultureSenior-level Full TimeShenzhen, China1d ago
-
Senior Data Engineer / AI Engineer CNY 360K-600KAI Agents | Apache Spark | Azure | Data Modeling | DatabricksSenior-level Full TimeShanghai, Shanghai, China1d ago
-
Operations / IE Special II HKD 360K-550KAPI | C# | Data Loss Prevention | Data Modeling | Data VisualizationMid-level Full TimeHK - Hong Kong (HKCHU), Hong …1d ago
-
Android | C# | C++ | Computer Architecture | Data StructuresMid-level Full TimeShanghai, China1d ago