Software Engineer, Machine Learning - Search, Recommendations, Notifications
San Francisco, CA or Remote
Applications have closed
Discord
Discord is the easiest way to talk over voice, video, and text. Talk, chat, hang out, and stay close with your friends and communities.Discord is about creating a space for everyone to find belonging in their lives. Hundreds of millions of people use Discord everyday to have meaningful interactions.
The mission of the Discovery & Notifications team at Discord is to help users connect and engage with the online communities to create this belonging. We are working on enabling our users’ experiences with search, recommendations, conversation extraction and smart notifications. We are just starting to build these ML driven user experiences and if you are someone who is passionate about building things from scratch, this could be a great opportunity for you!
Our ML services stack is written in Python, Rust and Apache Beam, using technologies such as Tensorflow, Pytorch, TFX, and Kubernetes.
What You'll Be Doing
- Design and build machine learning systems for retrieval, ranking, sent time optimization, uplift modeling and personalization.
- Collaborate with stakeholders throughout the company such as, leaders in product, data science, and engineering
- Build generalizable infrastructure for search and recommender systems using an MLOps stack like TFX.
You'll Thrive in This Role If...
- Passion for Discord or online communities
- Experience with social media or international subscription-based online services, including familiarity with concepts such as social graphs.
- User empathy, product sense, owner’s mindset
- 80/20 thinking, the desire to build for impact while progressing towards excellence.
- Good understanding of the foundational aspects of machine learning, natural language processing, search and recommendation systems.
Bonus Points
- Bachelor’s degree or higher in a quantitative field including Computer Science, Physics, Applied Math, Statistics or other quantitative fields.
- Advanced degree specializing in machine learning or related fields.
New York City residents only: Minimum salary of $143,000/year + equity and benefits
*Note: Disclosure as required by NYC Pay Transparency Law
Colorado residents only: Minimum salary of $114,400/year + equity and benefits
*Note: Disclosure as required by sb19-085(8-5-20).
#LI-Remote #LI-Hybrid #LI-AR1
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
- 16+ 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!
Tags: Computer Science Engineering Kubernetes Machine Learning MLOps NLP Physics Python PyTorch Recommender systems Rust Statistics TensorFlow
Perks/benefits: Career development Equity Fertility benefits Flex hours Flex vacation Health care Medical leave Parental leave Salary bonus
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