多模态数据算法
Tasks
- Build data quality evaluation and filtering pipeline
- Design sample scoring strategy using PPL and NLL and mutual information
- Develop stratified sampling algorithm for balanced multimodal data distribution
- Implement data scoring subset generation SFT training and evaluation automation loop
- Research and implement multimodal data selection tools and standardized data governance workflow
- Run multimodal benchmark experiments to optimize data strategy
Perks/Benefits
- N/A
Skills/Tech-stack
Benchmarking | Data Quality | Data Sampling | LLM | Machine Learning | Model Evaluation | Multimodal | PyTorch | Python | SFT | Sample Scoring | VLM
Education
Related jobs
-
Mid-level Full Time北京18h ago
-
Mid-level Full Time北京18h ago
-
多模态数据算法工程师 CNY 216K-360KComputer Vision | Data Mining | Data Observability | Data cleaning | Deep learningEntry-level Full Time上海18h ago
-
具身智能数据算法工程师 CNY 144K-240K3D Gaussian Splatting | 3D Vision | Amazon S3 | Anomalous Data Detection | Apache ArrowMid-level Full Time北京18h ago
-
Mid-level Full Time深圳18h ago
-
Entry-level Full Time北京18h ago
-
多模态大模型算法工程师 CNY 240K-480KAblation Study | Agile | Computer Vision | Data Annotation | Data DeduplicationSenior-level Full Time北京18h ago
-
多模态大模型算法工程师 CNY 240K-480KComputer Vision | Data Augmentation | Data Deduplication | Data Mining | Data PreprocessingSenior-level Full Time深圳18h ago
-
多模态大模型算法工程师 CNY 240K-480KAgile | Computer Vision | Data Annotation | Data Deduplication | Data FilteringSenior-level Full Time上海18h ago
-
多模态大模型算法工程师 CNY 240K-480KAgile | Attribution Analysis | Automatic Labeling | Computer Vision | Data AblationSenior-level Full Time成都18h ago
-
Senior-level Full Time北京18h ago
-
Data Platform Engineering-Senior Principal, VP CNY 360K-600KAI Agent | AI Agent Development | AWS | Agent Development | Agent systemsEmployee networks | Flexible work/life support | Inclusive development opportunities | Paid volunteer daysSenior-level Full TimeHangzhou, China19h ago
-
Data Engineering - AI Platform Engineer CNY 300K-380KAWS | Access Control | Authentication | Azure | CI/CDEmployee networks | Flexible work/life support | Inclusive development opportunities | Paid volunteer daysMid-level Full TimeHangzhou, China19h ago
-
Entry-level Internship Part TimeWuxi, Jiangsu, China19h ago
-
Mid-level Full Time深圳22h ago
-
TapTap 大数据开发实习生（上海） CNY 50K-50KData Modeling | Data Pipeline Monitoring | Data Quality | Data Validation | Data VisualizationEntry-level Internship上海23h ago
-
大数据开发（数据挖掘、数据测试、java） CNY 25K-37KApache Kafka | Data Ingestion | Data Mining | Data Visualization | Data WarehousingEntry-level Full Time保定23h ago
-
Mid-level Full Time北京 R1d ago
-
大模型算法研究员-MiMo CNY 500K-500KActive Learning | C++ | Curriculum learning | Data Preprocessing | Deep learningEntry-level Full Time北京1d ago
-
Miclaw-端云协同调度专家 (Hybrid AI Architect) CNY 240K-360KCloud Computing | Consistency protocols | Distributed Systems | Edge Computing | Language ModelsHybrid workSenior-level Full Time北京 R1d ago
-
Senior-level Full TimeChangchun, CN1d ago
-
Entry-level InternshipWuxi, CN1d ago
-
Big Data Engineer - Intern CNY 28K-50KAgile | Amazon EMR | Amazon S3 | Amazon Web Services | Apache AirflowEntry-level InternshipWuxi, CN1d ago
-
Big Data Engineer - Intern CNY 28K-50KAWS EMR | AWS S3 | Agile | Airflow | Apache HadoopFlexible clubs and activities | Mentorship opportunities | On-site meals | Team collaborationEntry-level InternshipWuxi, CN1d ago
-
Entry-level InternshipWuxi, CN1d ago