Perplexity4 дня назад
Стажировка - Machine Learning Research Engineer
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РЫНОК
16 333 ₽медиана по профессии
Data Scientist · 213 вакансий с указанной зарплатой
5 000половина предложений: 13 167–22 000123 000
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Полная занятостьУдалёнка
Обязанности
- 01Relentlessly push search quality forward — through models, data, tools, or any other leverage available
- 02Train, and optimize large-scale deep learning models using frameworks like PyTorch, leveraging distributed training (e.g., PyTorch Distributed, DeepSpeed, FSDP) and hardware acceleration, with a focus on retrieval and ranking models
- 03Conduct research in representation learning, including contrastive learning, multilingual, evaluation, and multimodal modeling for search and retrieval
- 04Build and optimize RAG pipelines for grounding and answer generation
Требования
- 01Understanding of search and retrieval systems, including quality evaluation principles and metrics
- 02Strong proficiency with PyTorch, including experience in distributed training techniques and performance optimization for large models
- 03Interested in representation learning, including contrastive learning, dense & sparse vector representations, representation fusion, cross-lingual representation alignment, training data optimization and robust evaluation
- 04Publication record in AI/ML conferences or workshops (e.g., NeurIPS, ICML, ICLR, ACL, EMNLP, SIGIR)
Условия
- 01Internship program: 12 - 24 weeks
- 02Full-time
- 03In-person in the Berlin office