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Senior Applied Research Scientist - Foundation Models

📅 Jul 29, 2025
Vision-language ModelsTransformer-based ModelsModel OptimizationDeep Learning Frameworks

📜 Description

  • Own the full training pipeline, from pre-training on image-text data to fine-tuning for specific use cases.
  • Apply model compression techniques like distillation and quantization for efficient deployment.
  • Collaborate with engineering and product teams to integrate models and iterate based on feedback.
  • Stay current with AI research and design experiments to enhance core AI systems.

🛠️ Requirements

  • Ph.D. or Master's in CS, EE, or related field, with a strong foundation in AI/ML.
  • Proficient in Python/C++ and deep learning frameworks like PyTorch or TensorFlow.
  • Hands-on experience with CNNs, Transformers, and Vision Transformers (ViT).
  • Proven skills in model training and optimization, including fine-tuning on large datasets.
  • Strong problem-solving ability for quick prototyping and diagnosing issues.
  • Startup experience preferred, comfortable with ambiguity and fast iteration.

Benefits

  • Flexible time off to rest and recharge
  • Winter Break (time off between Christmas and New Year's for most roles
  • Design and optimize transformer-based vision-language models for images, videos, and text.
MongoDB

Senior Research Scientist

MongoDB👥 10,000+ employees🏢 Software Development🤝 B2B
🕒 4 days ago

As a Senior Research Scientist, you will conduct advanced AI research, focusing on LLMs and embedding models, while collaborating with a team to innovate information retrieval solutions.

Artificial IntelligenceMachine LearningDeep LearningNatural Language Processing
MongoDB

Staff Research Scientist

MongoDB👥 10,000+ employees🏢 Software Development🤝 B2B
🕒 4 days ago

As a Staff Research Scientist, you will lead cutting-edge AI research, focusing on developing advanced models for information retrieval and collaborating with a team of experts.

Artificial IntelligenceMachine LearningDeep LearningNatural Language Processing

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