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Senior AI Platform Engineer
2 months ago
Descript is a cutting-edge technology company that aims to revolutionize the creation of audio and video content using advanced AI. Our mission is to empower users with innovative tools that make content creation faster, easier, and more efficient.
Job SummaryWe are seeking a highly skilled Senior AI Platform Engineer to join our team. As a key member of our engineering team, you will be responsible for designing, implementing, and maintaining our AI infrastructure, including data ingestion, training, evaluation, and deployment.
Key Responsibilities- AI Infrastructure Development: Design and implement our AI infrastructure to support the machine learning life cycle, ensuring robustness, scalability, and efficiency.
- Collaboration with ML Engineers and Data Scientists: Work closely with cross-functional teams to understand their infrastructure needs and ensure our AI systems meet their requirements.
- Model Optimization and Deployment: Optimize and scale our models and algorithms for efficient inference, and deploy, monitor, and manage AI models in production.
- Security and Compliance: Implement rigorous security protocols to protect sensitive data and prevent abuse.
- Staying Up-to-Date: Stay current with the latest industry trends and technologies, and be prepared to present potential use cases to the team.
- Experience in AI Model Deployment: Proven experience in deploying and managing AI models in production.
- Technical Skills: Strong knowledge of Python, C/C++, CUDA, and experience profiling GPU performance and distributed training runs. Familiarity with machine learning frameworks like PyTorch, TensorFlow, and cloud platforms (AWS, Google Cloud, Azure).
- Problem-Solving and Communication: Excellent problem-solving abilities and strong communication skills.
- Generative AI Experience: Experience with generative AI models.
- Audio and Video Processing: Familiarity with audio and video processing.
- DevOps Best Practices: Knowledge of DevOps best practices.
This is a unique opportunity to join a flat organizational structure where every team member's expertise and contributions are valued. As a Senior AI Platform Engineer, you will have the autonomy to drive innovation and make a significant impact on our AI platform.
The base salary range for this role is $160,000- $215,000/year. Final offer amounts will carefully consider multiple factors, including prior experience, expertise, location, and may vary from the amount above.
