Senior Applied Research Scientist - Foundation Models
Ambient.ai9 months ago
Base Salary
$180k - $230k/yr
Responsibilities
- Design and optimize transformer-based vision-language models for real-time inference.
- 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.
- Use and extend state-of-the-art open-source models and prototype new architectures.
- Collaborate with engineering and product teams to integrate models and improve performance.
- Stay current with research in vision, NLP, and multimodal AI, and design experiments to enhance 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.
- Proven skills in model training and optimization, including fine-tuning on large datasets.
- Strong problem-solving ability and experience with quick prototyping.
- Startup experience preferred, with comfort in ambiguity and fast iteration.
Benefits
- Stock options for ownership in the company's success.
- Comprehensive health and welfare package including medical, dental, and vision.
- Flexible time off, including a Winter Break.
- Cutting-edge equipment and branded gear provided.
- Opportunities to connect with co-workers through various activities.