多模态数据算法工程师 (视频)
Tasks
- Build evaluation metrics F1 mIoU length compliance
- Integrate open vocabulary detection
- Jump cut detection
- Optimize decode pipeline
- Productionize vision models
- Prompt design for VLM video labeling
- Semantic labeling and entity extraction
- Shot scene segmentation and boundary detection
- Structured output and token budgeting
- Subtitle detection and removal
- Video caption generation
- Video preprocessing and decoding
- Video transcode and metadata detection
- Visual feature based scene merging
Perks/Benefits
- N/A
Skills/Tech-stack
CLIP | CUDA OOM handling | DINOv2 | DTS | FFmpeg | FFprobe | Frame Extraction | GPU decoder | H264 | H265 | Mixed Precision | MpegTS | OCR | Open Vocabulary | Open Vocabulary Detection | PTS | PyTorch | PyTorch inference | Python | Scene Segmentation | Shot boundary detection | VLM | Video Transcoding | Video decoding
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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