
Senior Applied Scientist
Adobe
full-time
Posted on:
Location Type: Office
Location: San Jose • California • United States
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Salary
💰 $142,700 - $270,950 per year
Job Level
About the role
- Research, develop and implement ML models using Transformers, LLMs, and classical ML algorithms for search and recommendation use cases
- Be proficient in optimized inference engines/frameworks like vLLM, TensorRT
- Fine-tune LLMs and Diffusion models
- Conduct innovative research on novel LLM architectures and training methods, focusing on creative applications
- Develop robust methods to evaluate LLM performance
Requirements
- Masters' degree or PhD in computer science, statistics, engineering, or other relevant subject area highly preferred
- 5+ years of relevant experience required
- Be proficient in Python, PyTorch, Hugging Face Ecosystem
- Proficient in optimized inference engines/frameworks like vLLM, TensorRT
- Align text, visual and other modalities by fine-tuning Transformer-based models for the creative domain
Benefits
- Health insurance
- 401(k) matching
- Flexible work hours
- Paid time off
- Professional development opportunities
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learningtransformerslarge language modelsclassical ML algorithmsfine-tuningevaluation methodsPythonPyTorchHugging Face EcosystemDiffusion models
Certifications
Masters degreePhD