Senior Software Engineer, GenAI Platform

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Reddit, Inc.

Site WebLinkedInTous les Emplois

501 - 1000 employés

Fondée en 2005

💼 Conseil

📣 Marketing

📱 Médias

Consulting • Marketing • Media

Reddit, Inc. est une plateforme de médias sociaux qui fait office de hub pour des milliers de communautés, où les utilisateurs peuvent participer à des conversations variées, allant des dernières actualités aux centres d’intérêt les plus pointus. Elle permet aux utilisateurs de publier, de commenter et de voter sur des contenus, favorisant une communauté en ligne dynamique. Des millions de personnes à travers le monde se connectent et partagent leurs passions sur Reddit, créant un environnement propice à des interactions humaines authentiques.

Description

• 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. • Designed and developed ML and Generative AI systems in cloud-based production environments at scale. • Build and manage enterprise-grade RAG applications using embeddings, vector search, and retrieval pipelines. • Implement and operationalize agentic AI workflows with tool use using frameworks such as LangChain and LangGraph. • Drive adoption of MLOps / LLMOps practices, including CI/CD automation, versioning, testing, and lifecycle management. • Establish best practices for observability, monitoring, evaluation, and governance of GenAI pipelines in production. • Strong ownership mindset and platform thinking. • Ability to lead AI platform delivery from concept to production.

🎯 Exigences

• 5+ years of experience in ML Engineering, AI Platform Engineering, or Cloud AI Deployment roles. • Have experience operating orchestration systems such as Kubernetes at scale • 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 ease of use. 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 • Strong proficiency in Python and experience with modern AI/ML frameworks (e.g. LangChain, Vertex AI Agent Builder, TensorFlow, PyTorch is a plus

🏖️ Avantages

• 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