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reddit
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266 000 $ – 372 400 $
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SeniorУдалённоПолная занятость

Senior Staff Machine Learning Engineer, Feed Relevance

Оценка ИИ

Исключительная вакансия в одной из крупнейших соцсетей мира с прозрачной и высокой оплатой. Полная удаленка, сильный социальный пакет и возможность напрямую влиять на продукт, которым пользуются миллионы.


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Сложность вакансии

ЛегкоСложно
Оценка ИИ

Роль Senior Staff уровня требует не только глубочайшей экспертизы в ML и высоконагруженных системах, но и способности влиять на стратегию всей компании. Ожидается опыт более 10 лет и навыки менторства инженеров уровня Senior и Staff.

Анализ зарплаты

Медиана310 000 $
Рынок250 000 $ – 400 000 $
Оценка ИИ

Предлагаемая зарплата ($266k - $372k) находится на верхнем уровне рыночных значений для Senior Staff ролей в США, особенно учитывая дополнительные бонусы в виде RSU. Это конкурентоспособное предложение даже для топовых технологических компаний (Tier-1).

Сопроводительное письмо

I am writing to express my strong interest in the Senior Staff Machine Learning Engineer position within the Feed Relevance team at Reddit. With over a decade of experience in building large-scale recommendation systems and relevance-driven products, I have developed a deep expertise in creating scalable architectures that directly impact user engagement. My background in leading technical strategy and mentoring senior engineering talent aligns perfectly with Reddit's mission to foster authentic conversations through highly personalized community experiences.

Throughout my career, I have focused on the intersection of high-performance ML infrastructure and intuitive user experiences. I am particularly drawn to this role because of the unique challenge of ranking content across 100,000+ diverse communities for over 121 million daily users. I am confident that my technical leadership and collaborative approach will help Reddit continue to innovate its core feed systems while maintaining a healthy and high-performing engineering culture.

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Присоединяйтесь к Reddit и определяйте будущее персонализации для миллионов пользователей по всему миру!

Описание вакансии

Reddit is a community of communities. It’s built on shared interests, passion, and trust, and is home to the most open and authentic conversations on the internet. Every day, Reddit users submit, vote, and comment on the topics they care most about. With 100,000+ active communities and approximately 121 million daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit www.redditinc.com.

Location:This role iscompletely remote-friendly. If you happen to live close to one of our physical office locations, our doors are open for you to come into the office as often as you'd like.

Team Description:We’re looking for a Senior Staff Machine Learning Engineer to join our Feed Relevance team, which is responsible for the end-to-end systems that power personalization and ranking for the main Reddit feeds. This is a critical role that blends hands-on development with technical leadership, focusing on building scalable, extensible, and highly performant personalization systems. You will be instrumental in defining the technical direction for the team, collaborating closely with Product and Engineering leadership to set the strategy, and working with other individual contributors to execute and scale our systems to serve tens of millions of users. This work will directly enable our Machine Learning Engineers (MLEs) and engineers to quickly iterate and continuously improve the user experience. You will also partner with Infra and Platform teams to inform the direction of our core infrastructure, building for the future of ML at Reddit.

Responsibilities:

  • Deliver on technical initiatives that have significant company-wide impact
  • Set technical direction for the broader Relevance and Feeds teams at Reddit, able to identify opportunities and influence strategy across multiple orgs
  • Work with management on goal setting, planning, and de-risking critical projects
  • Mentor and grow Senior and Staff engineers
  • Create a strong healthy engineering culture

Qualifications:

  • 10+ years of industry experience building systems for relevance driven products
  • Subject matter expert in relevance, recommendation, and ML systems; able to solve complex problems in these domains that few others can
  • Deep understanding of how to build sustainable software systems at a large scale engineering organization
  • Experience in influencing organizations on technical direction/best practices
  • Experience working with cross-functional teams such as design, product, business & data teams to deliver great experiences.
  • Strong focus on user experience, usability, scalability, reliability and quality. You are an undying advocate for the user, and you have a deep intuition for how people & machines interact with software at scale.
  • High empathy, excellent communication skills, and the ability to find compromise working across the entire engineering org.

Benefits:

  • Comprehensive Healthcare Benefits and Income Replacement Programs
  • 401k with Employer Match
  • Global Benefit programs that fit your lifestyle, from workspace to professional development to caregiving support
  • Family Planning Support
  • Gender-Affirming Care
  • Mental Health & Coaching Benefits
  • Flexible Vacation & Paid Volunteer Time Off
  • Generous Paid Parental Leave

#LI-DB1 #LI-Remote

Pay Transparency:

This job posting may span more than one career level.

In addition to base salary, this job is eligible to receive equity in the form of restricted stock units, and depending on the position offered, it may also be eligible to receive a commission. Additionally, Reddit offers a wide range of benefits to U.S.-based employees, including medical, dental, and vision insurance, 401(k) program with employer match, generous time off for vacation, and parental leave. To learn more, please visit https://www.redditinc.com/careers/.

To provide greater transparency to candidates, we share base salary ranges for all US-based job postings regardless of state. We set standard base pay ranges for all roles based on function, level, and country location, benchmarked against similar stage growth companies. Final offer amounts are determined by multiple factors including, skills, depth of work experience and relevant licenses/credentials, and may vary from the amounts listed below.

The base salary range for this position is:

$266,000—$372,400 USD

In select roles and locations, the interviews will be recorded, transcribed and summarized by artificial intelligence (AI). You will have the opportunity to opt out of recording, transcription and summarization prior to any scheduled interviews.

During the interview, we will collect the following categories of personal information: Identifiers, Professional and Employment-Related Information, Sensory Information (audio/video recording), and any other categories of personal information you choose to share with us. We will use this information to evaluate your application for employment or an independent contractor role, as applicable.  We will not sell your personal information or disclose it to any third party for their marketing purposes.  We will delete any recording of your interview promptly after making a hiring decision.  For more information about how we will handle your personal information, including our retention of it, please refer to our Candidate Privacy Policy for Potential Employees and Contractors.

Reddit is proud to be an equal opportunity employer, and is committed to building a workforce representative of the diverse communities we serve.  Reddit is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If, due to a disability, you need an accommodation during the interview process, please let your recruiter know.

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Навыки

  • Machine Learning
  • Recommendation Systems
  • Scalability
  • Software Architecture
  • Technical Leadership
  • Mentoring
  • Personalization

Возможные вопросы на собеседовании

Для этой роли критически важно понимать, как кандидат справляется с масштабированием систем на десятки миллионов пользователей.

Опишите архитектуру системы ранжирования ленты, которую вы проектировали: как вы решали проблему задержки (latency) при использовании сложных ML-моделей?

Позиция Senior Staff подразумевает влияние на несколько команд и отделов.

Расскажите о случае, когда вам нужно было убедить руководство или другие команды изменить техническую стратегию. Как вы добились консенсуса?

Reddit ищет лидера, способного развивать других опытных инженеров.

Каков ваш подход к менторству инженеров уровня Senior и Staff? Чем он отличается от работы с Junior-специалистами?

Работа с лентой новостей требует баланса между точностью алгоритмов и восприятием пользователя.

Как вы подходите к определению метрик успеха для систем рекомендаций, когда бизнес-цели (например, удержание) могут конфликтовать с качеством контента?

Вакансия предполагает тесное сотрудничество с командами платформы и инфраструктуры.

Какие требования вы бы предъявили к ML-платформе следующего поколения, чтобы ускорить итерации MLE-инженеров в Reddit?

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reddit
Страна
США
Зарплата
266 000 $ – 372 400 $