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Senior Software Engineer, AI Platform and Enablement

2 weeks, 6 days ago
United States
Full-time
Senior
Software Engineer
Software Development
Apache Spark AWS Azure Docker GCP Generative AI Kubernetes Machine Learning Microservices MLOps Python PyTorch TensorFlow
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Descript

Descript

Descript: All-in-one video & podcast editing with AI technology for effortless content creation.

Internet Software & Services
51-250
Founded 2017
$100M raised
View All Jobs 25

Description

  • Build, maintain, and standardize third-party model integrations across the product.
  • Support other engineering teams with AI model integration needs.
  • Design, implement, and maintain AI infrastructure for the machine learning lifecycle.
  • Develop and support data ingestion pipelines, training developer experience, and evaluation frameworks.
  • Manage deployment and GPU infrastructure for AI systems.
  • Collaborate with Product Managers, Research Engineers, and AI Researchers on infrastructure requirements.
  • Ensure AI systems are robust, scalable, and efficient.
  • Optimize models and algorithms for efficient inference.
  • Deploy, monitor, and manage AI models in production.

Requirements

  • Experience deploying and managing AI models in production.
  • Experience with large-volume data pipeline tools such as Spark, Flume, or Dask.
  • Familiarity with cloud platforms such as AWS, Google Cloud, or Azure.
  • Experience with container technologies such as Docker and Kubernetes.
  • Knowledge of DevOps and MLOps best practices.
  • Strong problem-solving abilities and excellent communication skills.
  • Experience with generative AI models (preferred).
  • Familiarity with audio and video processing (preferred).
  • Knowledge of Python, C/C++, and CUDA, including GPU performance profiling and distributed training runs (preferred).
  • Experience with machine learning frameworks such as PyTorch or TensorFlow (preferred).
  • Please include the word "analog" as the first word in your cover letter.

Benefits

  • Base salary range of $180,000 to $286,000 per year.
  • Generous healthcare package.
  • 401(k) matching program.
  • Catered lunches.
  • Flexible vacation time.
  • Remote and hybrid work options.
  • Opportunities for in-person collaboration for remote employees.
  • Flexible office expectations for hybrid employees.

Interested in this position?

Apply directly on the company website

Apply Now

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