Senior Machine Learning Engineer - Machine Learning Infrastructure
FlipSalary not specified
Full Time
Senior (5 to 8 years)
Not SpecifiedCompensation
Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Social Media, Gaming, BiotechnologyIndustries
Requirements
Candidates must possess 8+ years of experience in applied Machine Learning, holding a Ph.D. or Master's degree in Computer Science, Machine Learning, Artificial Intelligence, or a related field. Deep expertise in mainstream RecSys model architecture, strong proficiency in Python and ML frameworks like PyTorch, JAX, or TensorFlow, and extensive experience building performant machine learning systems at scale are essential. Excellent communication, collaboration, and problem-solving skills are required, along with the ability to thrive in ambiguous environments. Bonus points are awarded for experience with whole-page optimization, notification systems, reinforcement learning in production, user representation learning, and deep expertise in distributed training and large-scale data processing pipelines.
Responsibilities
The Staff Software Engineer will raise the technical bar for the team by setting architectural direction, tackling systemic challenges, and identifying opportunities for innovation and efficiency. They will design, build, and scale robust, high-throughput, low-latency recommender systems that power product features used by millions of users daily. Responsibilities also include building and deploying advanced ML models using deep learning, reinforcement learning, and optimization to drive engagement and enhance user experience, as well as collaborating cross-functionally to shape ML-driven product roadmaps.
Skills
Machine Learning
Recommender Systems
Deep Learning
Reinforcement Learning
Optimization
Python
PyTorch
JAX
TensorFlow
System Design
Scalability
High-throughput systems
Low-latency systems
Discord
Voice, video, and text communication platform
About Discord
Discord is a communication platform that allows users to connect through voice, video, and text. It serves as a space for friends and communities to gather and share their interests, catering to a wide range of groups such as artists, activists, study groups, and hobbyists. Users can join various communities, known as servers, which host discussions and activities related to their interests. Unlike many other platforms, Discord does not rely on advertising or selling user data; instead, it offers a premium subscription service called Nitro, which provides additional features like enhanced streaming quality and customization options. The goal of Discord is to create a welcoming environment where people can build connections and foster a sense of belonging.
San Francisco, CaliforniaHeadquarters
2015Year Founded
$952.6MTotal Funding
SERIES_HCompany Stage
Consumer Software, Social ImpactIndustries
1,001-5,000Employees
Benefits
Stay healthy - We take care of our team with comprehensive Medical, Dental, and Vision plans.
Parental perks - Spend some quality time with the next generation with parental leave, fertility, adoption, and surrogacy benefits.
Kick back - Stay refreshed with over 19 paid holidays, use-what-you-need sick days, and four weeks of PTO.
Commute easy - In a non-COVID world, get up to $270 per month for your commuting and parking needs.
The loadout - When we’re back in the office, enjoy daily catered lunches and snacks, a desk fund to make your space yours, and whatever you need for your computer setup, including a headphone allowance.
Wellness on us - Take advantage of a quarterly wellness allowance for your gym membership or other wellness activities. Virtual yoga every week!
Transgender benefits - Discord will reimburse up to $20,000 for any procedure related to transition.
Discord HQ - Our office is located in Potrero Hill, a little neighborhood in San Francisco near awesome coffee and food.
Relocation - Excellent relocation bonuses for new hires moving to San Francisco (once it’s safe to return).
Risks
Discord's revenue growth slowed in 2022, indicating potential market saturation.
Integrating Gas may alienate existing users if not managed carefully.
Decentralized platforms like SINOVATE pose a competitive threat to Discord's model.
Differentiation
Discord offers a unique ad-free communication platform with a premium subscription model.
It supports diverse communities, from gamers to artists, enhancing its user base diversity.
Discord's acquisition of Gas expands its reach to a younger, teen-focused audience.
Upsides
Discord's revenue grew 44% in 2022, showcasing resilience in a challenging market.
Integration with AI moderation tools can enhance user experience and safety.
Collaborations with educational platforms position Discord as a key remote learning tool.
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