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Senior Software Engineer - AI Platform and Enablement

DescriptSan Francisco, CA
On-site Full-time $180K/yr - $286K/yr

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Experience Level

Senior

Qualifications

What You Bring:Minimum Qualifications:Proven experience in deploying and managing AI models in production environments. Familiarity with large volume data processing tools such as Spark, Flume, or Dask. Experience with cloud platforms (AWS, Google Cloud, Azure) and container technologies (Docker, Kubernetes). Strong understanding of DevOps and MLOps best practices. Excellent problem-solving skills and communication abilities. Preferred Qualifications:Experience with generative AI models. Knowledge of audio and video processing techniques. Proficiency in Python, C/C++, and CUDA, with experience profiling GPU performance and managing distributed training. Familiarity with machine learning frameworks such as PyTorch or TensorFlow.

About the job

About the Role

Join us in revolutionizing audio and video content creation with our cutting-edge AI-powered platform and web application. As a Senior Software Engineer on our AI Platform and Enablement team, you will tackle complex technical challenges to develop innovative solutions for recording, transcribing, editing, and mixing audio and video online.

About the Team

Your team is dedicated to integrating state-of-the-art first-party models developed by our in-house AI Research team, as well as utilizing third-party and open-source AI models into the Descript product.

In this dynamic role, you will:

  • Create, maintain, and standardize third-party model integrations while providing consultation to other engineering teams needing AI model integration.
  • Design, implement, and sustain our AI infrastructure, supporting the machine learning lifecycle, including data ingestion pipelines, developer experience infrastructure, evaluation frameworks, and GPU deployments.
  • Collaborate closely with Product Managers, Research Engineers, and AI Researchers to address their infrastructure needs and ensure our AI systems are robust, scalable, and efficient.
  • Optimize and scale our models and algorithms for effective inference.
  • Deploy, monitor, and manage AI models in a production environment.

About Descript

Descript is at the forefront of AI technology, creating powerful tools that simplify the process of producing high-quality audio and video content. Our mission is to enhance creativity and efficiency for content creators worldwide.

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