Research Scientist
2 weeks ago
Job Title: Research Scientist - NLP and ASR Expert
Job Summary:
BirchAI, part of Sagility's startup ecosystem, is seeking a Research Scientist specializing in NLP and ASR. In this role, you'll develop and implement cutting-edge AI technologies, focusing on real-time inference, scalability, and enhancing Conversational AI systems.
Key Responsibilities:
- Develop Algorithms: Apply state-of-the-art NLP and ASR algorithms to advance AI capabilities.
- Stay Informed: Keep up with deep learning research and share key insights with the team.
- Innovate in Production: Design and implement production-ready techniques for NLP, ASR, and Conversational AI.
- Optimize Models: Enhance model performance for real-time use and scalability.
- Analyze & Improve: Conduct error analysis to boost accuracy and robustness.
- Manage Data Pipelines: Build and maintain pipelines for continuous model improvement.
- Collaborate: Work with cross-functional teams to integrate AI features into applications.
- Research Application: Translate cutting-edge research into practical, impactful solutions.
You May Be a Good Fit If You Have:
- Experience: 2+ years in ML/DL, focusing on NLP or ASR in production environments.
- Education: BS in Computer Science, ML, or related field; MS/PhD preferred.
- Technical Skills: Proficient in PyTorch; familiar with frameworks like Fairseq or Transformers.
- Research & Coding: Experience in applied research, strong coding skills, and problem-solving abilities.
- Passion for AI: Expertise in AI areas such as Text Summarization, Speech Recognition, or Conversational AI.
- Deployment Experience: Experience in deploying and scaling AI models in production with real-time processing needs is a plus.
- Analytical Skills: Strong in error analysis and model debugging for speech and language models.
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