MLOps工程师 - 模型部署
Tasks
- Apply model distillation
- Apply model pruning
- Apply model quantization
- Automate data preprocessing
- Automate feature engineering
- Automate model inference
- Build CI/CD pipeline
- Build scalable production systems
- Collaborate with research teams
- Deploy machine learning models
- Implement training to deployment automation
- Monitor model performance
- Operate model services
- Optimize inference performance
- Schedule CPU GPU resources
- Track business metrics
- Track data drift
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | Airflow | Azure | B testing | CI/CD | Canary Deployment | Celery | DVC | Docker | FastAPI | Flask | GCP | Git | Gray Release | Kubeflow | Kubernetes | Linux | MLflow | Model versioning | NVIDIA TensorRT | NumPy | ONNX Runtime | Pandas | Python | Shell Scripting
Education
N/A
Related jobs
-
Data Platform Engineer CNY 277K-370KAWS | Apache Airflow | CI/CD | Data Modeling | Data PrivacyEmployee assistance programme | Flexible working | Learning and development | Life insurance | Medical insuranceSenior-level Full TimeGuangzhou, CN1d ago
-
AI Data Engineer- CNY 300K-420KAmazon S3 | Apache Spark | Azure Data | Azure Data Lake | Azure Data Lake StorageAnnual leave | Continuous learning culture | Digital wellbeing platform | Employee assistance programme | Flexible benefitsMid-level Full TimeGuangzhou, CN1d ago
-
Amazon CloudWatch | Amazon EKS | Ansible | Apache Airflow | Apache SparkSenior-level Full TimeShanghai2d ago
-
Apache Doris | Automation | Backup | CSI | Cloud ComputingSenior-level Full TimeShanghai2d ago
-
Apache Doris | Backup and Restore | CSI | CockroachDB | CouchbaseSenior-level Full TimeShanghai2d ago
-
Apache Flink | Apache Kafka | Apache Spark | CI/CD | JavaSenior-level Full TimeShanghai2d ago
-
Apache Doris | Backup and Restore | CSI | Cloud automation | CockroachDBSenior-level Full TimeShanghai2d ago
-
Apache Doris | Automation | Backup and Restore | CSI | CockroachDBSenior-level Full TimeShanghai2d ago
-
AWS | Alibaba Cloud | Automation | Backup and Restore | CSISenior-level Full TimeShanghai2d ago
-
Backup and Restore | CSI | CockroachDB | Disaster Recovery | GoSenior-level Full TimeShanghai2d ago
-
Bash | Cloud platform | Data Processing | Docker | Google CloudAsynchronous culture | Competitive compensation | Friendly work environment | Remote-friendlyMid-level Full TimeShanghai, China2d ago
-
资深机器视觉专家 CNY 180K-300KComputer Vision | Deep learning | Docker | Image Segmentation | Image classificationMid-level Full Time北京、上海2d ago
-
Entry-level Full Time北京2d ago
-
Senior-level Full Time常州2d ago
-
Hr智能化（共享服务） CNY 192K-300KAgent Framework | JavaScript | Language Model | Large Language Model | Low CodeMid-level Full Time北京2d ago
-
Mid-level Full Time北京2d ago
-
AI 平台高级 SRE 工程师 / DevOps 工程师 CNY 144K-240KAutomation | CUDA | Capacity Management | Containerd | Device pluginSenior-level Full Time北京2d ago
-
Senior-level Full Time北京2d ago
-
Mid-level Full Time北京2d ago
-
大模型规划算法工程师- 北京 CNY 240K-480KAgent architecture | Agent systems | Context Management | Deep learning | Dialogue UnderstandingMid-level Full Time北京2d ago
-
Senior-level Full Time InternshipGuangzhou2d ago
-
大数据Ai测试工程师 CNY 144K-240KAPI Testing | Apache Airflow | Data Drift | Data Drift Detection | Data GovernanceMid-level Full Time上海2d ago
-
Senior Data Engineer, Retail Business Intelligence CNY 360K-510KAWS | Alibaba Cloud | CSS | Cloud Computing | Data ModelingSenior-level Full TimeShanghai2d ago
-
Quantitative Developer (C++) HKD 300K-300KAlgorithms | C++ | Data Structures | High Frequency | High-Frequency TradingFree meals | Hybrid work | Paid time off | Social events | Volunteer opportunitiesMid-level Full TimeHong Kong, Shanghai R2d ago
-
Senior Data Engineer, Retail Business Intelligence CNY 336K-510KAWS | Alibaba Cloud | CSS | Cloud Computing | Data LakeSenior-level Full TimeShanghai2d ago