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Staff Software Engineer - Machine Learning Platform

Discord

Discord

Software Engineering
San Francisco, CA, USA · Remote
Posted on Saturday, August 19, 2023

The ML Platform team is the foundation of ML and Data Science at Discord. Our aim is to create the best experience throughout the machine learning workflow, from training to serving. We supplement our platform by building core and widely applicable datasets, models, and services, all to help our users find belonging in a safe and welcoming space.

You will build the Machine Learning platform at Discord, working with everything from feature stores, real-time data processing, LLM tooling, to model serving at scale. You will lead projects and work directly with ML practitioners. You have experience building Machine Learning Platforms, putting Machine Learning into production, and an understanding of ML models and techniques. You will report to the Engineering Manager of the ML Platform team. This is a great chance to help take machine learning into new and exciting areas to the benefit of our 150M users.

What you'll do

  • Design and build the platform ML engineers and data scientists use to understand and delight Discord's users and keep them safe.

  • Evaluate and integrate new machine learning frameworks and tools to ensure that Discord keeps up with the fast moving world of ML, including LLMs and generative AI

  • Collaborate with model builders to ensure we have a smooth path from idea to production

  • Set best practices in machine learning at Discord

  • Create foundational datasets and models

What you should have

  • 8+ years of experience working as a software engineer in data or backend with exposure to large datasets or distributed systems

  • 4+ years working on platforms or infrastructure

  • 2+ years working on machine learning platforms

  • You have experience with orchestration systems (such as Airflow, Dagster, or Argo)

  • You have put machine learning models into production

Bonus Points

  • Experience with real-time data processing (Spark, Flink, Dataflow, Kafka, Pulsar, etc.)

  • Experience debugging and maintaining live production systems on Kubernetes

  • Experience building ML models in TensorFlow or PyTorch

The US base salary range for this full-time position is $214,000 to $233,000 + equity + benefits. Our salary ranges are determined by role and level. Within the range, individual pay is determined by additional factors, including job-related skills, experience, and relevant education or training. Please note that the compensation details listed in US role postings reflect the base salary only, and do not include equity, or benefits.#buildbelonging #LI-Remote #LI-Hybrid #LI-WK1

Benefits and Perks

  • Comprehensive medical insurance including Health, Dental and Vision (plus up to $20,000 for gender affirmation procedures)
  • Mental health resources and quarterly wellness stipends
  • 14+ paid holidays, 4 weeks of PTO + use-what-you-need sick days
  • Paid parental leave (plus fertility, adoption and other family planning benefits)
  • Flexible long-term work options (remote and hybrid)
  • Volunteer time off
  • A diverse slate of Employee Resource Groups
  • Plus commuter contributions and other perks for office-based employees

About Us

Discord is a voice, video and text app that helps friends and communities come together to hang out and explore their interests — from artists and activists, to study groups, sneakerheads, plant parents, and more. With 150 million monthly users across 19 million active communities, called servers, Discord has grown to become one of the most popular communications services in the world. Discord was built without selling ads or user data and instead, offers a premium subscription called Nitro that gives users special perks like higher quality streams and fun customizations.

We’re working toward an inclusive world where no one feels like an outsider, where genuine human connection is a click, text chat, or voice call away. A place where everyone can find belonging. Challenging? Heck yes. Rewarding? Double heck yes. It’s a mission that gives us the chance to positively impact millions of people all over the world. So if this strikes a chord with you, come build belonging with us!