Senior Backend / ML Engineer Job at AudioShake, San Francisco, CA

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  • AudioShake
  • San Francisco, CA

Job Description

About AudioShake:

AudioShake is an audio research company that’s helping power the next wave of music, film, and content experiences by making audio editable, accessible, and useful. Winner of the , and named to , our sound separation and lyric transcription technology is used by major and indie labels, music publishers, film studios, broadcasters, and sports teams across a wide range of audio editing tasks.

Our team is a mix of A.I. researchers, engineers, and audiophiles, split between North America and Europe. Team members are highly independent, responsible, and collaborative. We strongly believe that great ideas can come from all members and roles on a team, and that everyone contributes uniquely to the company's culture and products.

Job Tasks / Responsibilities:

  • Working with research team to deploy and optimize new ML models and architectures
  • Update our python logic to improve our processing performance to work at scale
  • Improve our processing pipeline to improve speed and reliability
  • Inspecting and debugging Python code
  • Improving our current backend and infrastructure code built with NodeJS/Typescript and Python languages
  • Utilize the AWS CDK to update and maintain our cloud infrastructure
  • Assist with efforts to deploy new infrastructure for new services
  • Dynamically create and maintain our systems architectures in AWS via code using AWS libraries (Python and Javascript)
  • Assist with brainstorming, writing documentation, and creating diagrams for our new architectural changes
  • Help to maintain and improve the security and reliability of our services and ensure good engineering practices in compliance with our security policies
  • Load testing
  • Conduct a regular load testing strategy
  • Maintain and improve Artillery JS scripts or other load testing scripts

Job Requirements:

  • Experience: Senior level experience with backend cloud services and dev ops. Must have deep knowledge of Python language and preferably ML experience or experience working with audio or media libraries. Someone with a keen understanding of how to identify performance bottlenecks and ways to fix and optimize them. Also, someone who knows clean code principles and test-driven development.
  • Languages: NodeJS, Javascript, Typescript, Python
  • Architectures: AWS EKS/ECS, Kubernetes, CloudFormation, RDS, Elasticache, PostgreSQL, Redis, Docker, Github Actions, CI/CD pipelines.
  • Libraries: AWS CDK, ExpressJS, FastifyJS, FFMpeg, Prisma JS, React, NextJS, (a plus if has experience with Ruby on Rails and Stripe libraries)
  • Services: Github Actions, AWS Cloudwatch/Cloudtrail, AWS CLI, DataDog

Benefits:

  • Health, vision, and dental benefits
  • Unlimited vacation
  • Frequent team meet-ups in different parts of the world
  • Equity options

Above all, we treat people like humans, not work units. We want you to love your job, but also have the time and energy to have a life outside it.

Hiring location:

This role is hybrid-remote, based in San Francisco, California. We work together two days/ week.

Job Tags

Remote job, 2 days per week,

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