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Machine Learning Engineer - Audio Understanding
Posted on 6/27/2022
INACTIVE
Locations
New York, NY, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Agile
Apache Spark
AWS
Google Cloud Platform
Microsoft Azure
Research
Tensorflow
Python
Requirements
  • You have professional experience working with Machine Learning and Python for product applications
  • You can architect distributed data pipelines to build and evaluate models, using tools like Apache Beam or Spark
  • You have previous experience debugging, profiling, optimizing, or deploying TensorFlow models at scale
  • You have worked with cloud platforms like GCP / AWS / Azure
  • You have proven experience implementing and maintaining large-scale production software systems
  • You are interested in learning more about audio processing and music information retrieval and you're excited about building products that use such technologies
  • BENEFICIAL: You have experience with deep learning techniques for content based processing (audio, image, video data)
Responsibilities
  • Tackle data-related problems involving some of the most diverse datasets available, using your experience to follow best practices in ML and data engineering
  • Work in an agile team spanning software engineers, research scientists, and product managers to productionize ML research at scale for hundreds of millions of active users
  • Build best-in-class infrastructure and tooling to accelerate our research-to-product efforts and to enable efficient cloud-based deployment and testing of audio processing models
  • Work with researchers and other ML engineers to debug and optimize ML models, supporting inference (and training) tasks at high scale
  • Collaborate with customer teams to deploy our research in products around Spotify, in backend, data, mobile, core, and other code bases
  • Scope the feasibility of projects through quick prototyping with respect to performance, quality, time and cost
Spotify

5,001-10,000 employees

Leading music and podcast streaming platform
Company Overview
Spotify's mission is to unlock the potential of human creativity — by giving a million creative artists the opportunity to live off their art and billions of fans the opportunity to enjoy and be inspired by it. Today, Spotify is the world’s most popular audio streaming subscription service with 406m users, including 180m subscribers, across 184 markets.
Benefits
  • Extensive learning opportunities, through our dedicated team, GreenHouse
  • Global parental leave, six months off - fully paid - for all new parents
  • Flexible public holidays, swap days off according to your values and beliefs
  • Flexible share incentives letting you choose how you share in our success
  • All The Feels, our employee assistance program and self-care hub
  • Spotify On Tour, join your colleagues on trips to industry festivals and events
Company Values
  • Innovative: We move fast and take big risks
  • Sincere: We have no time for internal politics
  • Passionate: We revel in what we do
  • Collaborative: We recognize that we're all in this together
  • Playful: We don't take ourselves too seriously