Research Staff, LLMs
D
DeepgramVoice AI
USAFull-TimeStaff
Salary$150K - $250K; $150K – $250K • Offers Equity • Offers Bonus • 10% Annual Bonus; Estimated Base Salary $150K – $250K • Offers Equity • Offers Bonus • 10% Annual Bonus
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Job Details
- Languages
- English
- Experience
- 3+ years
- Required Skills
- PythonArtificial IntelligenceMachine LearningPyTorch
Requirements
- 3+ years of experience in applied deep learning research
- Solid understanding of neural network types, architectures, and loss mechanisms
- Proven experience with large language models (LLMs)
- Experience with data curation
- Experience with distributed large-scale training
- Experience with optimization of transformer architecture
- Experience with Reinforcement Learning (RL) training
- Strong coding experience in Python
- Experience working with PyTorch
- Experience with various transformer architectures (auto-regressive, sequence-to-sequence, etc.)
- Experience with distributed computing
- Experience with large-scale data processing
- Prior experience in conducting experimental programs and using results to optimize models
Responsibilities
- Define new LLM research initiatives
- Survey and evaluate current methods
- Design and execute experimental programs for LLMs
- Drive LLM training and deployment
- Document and present results and technical concepts
- Stay up-to-date with deep learning and LLM advances
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