高级资深机器学习工程师,生成式AI平台
Senior Staff Machine Learning Engineer, GenAI Platform
Reddit 是一个由社区组成的社区。它建立在共同的兴趣、热情和信任之上,是互联网上最开放和真实的对话场所。每天,Reddit 用户提交、投票并评论他们最关心的话题。拥有 100,000 多个活跃社区,以及约 1.3 亿日活跃独立访客,Reddit 是互联网上最大的信息来源之一。如需更多信息,请访问 www.redditinc.com。
我们是谁:
Reddit 的机器学习平台团队是一个高影响力团队,负责支撑推荐、内容发现、用户和内容量化等功能的基础设施,并直接影响增长、广告、 feeds 和核心机器学习团队。
你将做什么:
作为高级资深软件工程师,你将帮助定义并领导 Reddit 大规模生成式 AI 平台的愿景,塑造使公司各团队能够有信心构建、部署和扩展生成式 AI 产品的策略、架构和运营模式。
参与 LLM 网关的设计、实现和维护,重点功能包括内部/外部托管 LLM 的统一 API 端点、速率/令牌限制管理,以及智能故障转移机制,以提高可用性和可靠性。
- 领导并执行 Reddit 大规模生成式 AI 平台的愿景、策略和路线图。
- 定义使团队能够可靠地构建、部署和扩展生成式 AI 产品的平台架构和运营模式。
- 推动统一 LAG 网关的策略,通过一致的 API 和抽象支持内部和外部托管的 LLM。
- 设定核心平台能力的方向,例如速率和令牌限制管理、智能故障转移和生产弹性。
- 影响 Reddit 对企业级 RAG 系统的方法。
- 建立平台上的代理 AI 工作流和工具使用模式的战略方向。
- 负责从概念到生产采用及长期演进的端到端平台策略。
- 推动 MLOps 和 LLMOps 标准,涵盖 CI/CD、测试、版本控制、评估和生命周期管理。
- 定义 GenAI 系统在可观测性、监控、治理和运营卓越方面的最佳实践。
- 与工程、产品和领导团队合作,确保平台投资与公司优先事项和用户需求保持一致。
- 强调平台思维,重点关注可扩展性和可靠性
查看英文原文
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 130 million daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit www.redditinc.com.
Who We Are:
The Machine Learning Platform team at Reddit is a high-impact team that owns the infrastructure that powers recommendations, content discovery, user and content quantification, while directly impacting other teams such as Growth, Ads, Feeds, and Core Machine Learning teams.
What You’ll Do:
As a Senior Staff Software Engineer, you will help define and lead the vision for Reddit’s large-scale GenAI Platform, shaping the strategy, architecture, and operating model that enable teams across the company to build, deploy, and scale generative AI products with confidence.
Contribute to the design, implementation, and maintenance of the LLM Gateway, focusing on features like unified API endpoints for internal/externally hosted LLM, rate/token limit management, and intelligent failover mechanisms to boost uptime and reliability.
- Lead and execute the vision, strategy, and roadmap for Reddit’s large-scale GenAI Platform.
- Define the platform architecture and operating model that enable teams to build, deploy, and scale GenAI products reliably.
- Drive the strategy for a unified LAG Gateway supporting internally and externally hosted LLMs through consistent APIs and abstractions.
- Set the direction for core platform capabilities such as rate and token limit management, intelligent failover, and production resilience.
- Shape Reddit’s approach to an enterprise-grade RAG system
- Establish the strategic direction for agentic AI workflows and tool-use patterns across the platform.
- Own the end-to-end platform strategy from concept through production adoption and long-term evolution.
- Drive MLOps and LLMOps standards across CI/CD, testing, versioning, evaluation, and lifecycle management.
- Define best practices for observability, monitoring, governance, and operational excellence across GenAI systems.
- Partner across engineering, product, and leadership to align platform investments with company priorities and user needs.
- Champion platform thinking with a strong focus on scalability, reliability, performance, and developer experience.
- Influence technical direction across teams by turning emerging AI capabilities into a scalable platform strategy.
Who You Might Be:
- 10+ years of experience in ML Engineering, AI Platform Engineering, or Cloud AI Deployment roles.
- Have a track record of leading technical strategy and delivering AI platforms in cloud-based production environments at scale.
- Demonstrate strong execution by turning strategy into action, driving complex initiatives end to end, and consistently delivering high-quality platform outcomes.
- Bring deep experience operating Kubernetes and other orchestration systems in large-scale production environments.
- Deep experience with cloud-based technologies for supporting an ML platform, including tools like AWS, Google Cloud Storage, infrastructure-as-code (Terraform), and more
- Proficiency with the common programming languages and frameworks of ML, such as Go, Python, etc.
- Excellent communication skills with the ability to articulate technical AI concepts to non-technical stakeholders
- Strong focus on scalability, reliability, performance, and developer experience. You are an undying advocate for platform users and have a deep intuition for the genAI product development lifecycle.
- Strong knowledge of model serving, inference pipelines, monitoring, and observability for AI systems is a plus
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
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:
$292,500—$409,500 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.
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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.