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Staff Research Scientist - Remote

Posted 4 months agoViewed

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💎 Seniority level: Staff, 10+ years

💸 Salary: 210000.0 - 275000.0 USD per year

🔍 Industry: Software Development

🏢 Company: Otter.ai👥 101-250💰 $10,000,000 Series B about 4 years agoArtificial Intelligence (AI)Consumer SoftwareInformation TechnologyEnterprise SoftwareCollaboration

🗣️ Languages: English

⏳ Experience: 10+ years

Requirements:
  • 10+ years industry experience with large scale data processing and infrastructure, model training and model serving for NLP solutions and algorithms including transformer models and reinforcement learning
  • Masters or Ph.D. degree in computer science, machine learning, speech/language processing or related field
  • Hands-on experience developing, training and deploying large language models (LLMs) such as Llama2, and other transformer-based models for tasks including text generation, summarization, and classification
  • Experience working on deep learning frameworks such as PyTorch or JAX for implementing and optimizing deep learning algorithms
  • Experience with implementation of algorithms and infrastructures using programming languages such as Python, C++
  • Comfort working in a Linux command-line environment
Responsibilities:
  • Leverage NLP subject matter expertise to design, implement, experiment with neural net architectures, optimization schemes, training pipelines, data acquisition methods
  • Take ownership of Otter’s product quality/utility as it relates to the summarization and chat feature capabilities.
  • Shape the future of the company by setting the research agenda to developing new undiscovered capabilities
  • Explore methods to leverage large-scale real-world conversational data to develop new capabilities such as multi-modal LLMs
  • Collaborate with Machine Learning Engineers and Scientists to evaluate model performance, analyze issues and design mitigations.
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