About The Company Reddit is a vibrant community of communities, built on shared interests, passions, and trust. It serves as one of the largest platforms for open and authentic conversations on the internet, hosting over 100,000 active communities and attracting approximately 130 million daily active unique visitors.
Reddit provides a space where users can submit, vote, and comment on topics they care most about, fostering a dynamic environment for information exchange and community engagement. The company's mission is to bring community and belonging to everyone in the world, emphasizing diversity, inclusion, and the power of collective voices.
About The Role Reddit is seeking a highly skilled Staff Machine Learning Engineer specializing in Ads Creative Effectiveness. This remote position within the United States offers an exciting opportunity to influence the future of advertising at Reddit by developing cutting-edge generative AI products.
You will be a key contributor to our Ads Creative Effectiveness team, which focuses on building innovative GenAI and predictive tools to enhance ad creative quality and performance. Your expertise will help craft best-in-class image, video, and copy generators that leverage Reddit’s unique insights and best practices. You will architect advanced workflows for ad creative generation, develop end-to-end editing capabilities, and fine-tune large vision-language models to optimize ad aesthetics and effectiveness.
Additionally, you will play a crucial role in ensuring safety, compliance, and brand integrity by engineering robust filtering systems and collaborating with cross-functional teams to embed AI capabilities into our ad delivery ecosystem. This role requires a combination of technical excellence, strategic thinking, and collaborative skills to drive impactful results in a fast-paced environment.
Qualifications
Deep expertise in machine learning, including neural networks, tree models, and ranking algorithms
Hands-on experience with large language models (LLMs) and vision-language models (VLMs), including fine-tuning and reinforcement learning with human feedback (RLHF/RLPF)
Strong understanding of ad creative tooling such as headline generation, image generation, and editing workflows
Experience with building scalable generative workflows and pipelines for ad creative production
Proficiency in developing safety, compliance, and brand-safety filtering systems for AI models
Quantitative skills in experimentation, uplift metrics, variance analysis, and A/B testing setup
Knowledge of auction dynamics, marketplace behavior, and advertiser pain points
Excellent communication skills, capable of translating complex ML concepts for non-technical stakeholders
Experience working in startup environments, demonstrating agility and a bias for action
Prior experience in ad creative tooling and performance optimization for advertising platforms is preferred
Responsibilities
Architect and implement state-of-the-art generative workflows for ad creative production, including image, video, and copy generation
Develop end-to-end image and video editing capabilities, enabling smart cropping, inpainting, outpainting, resizing, and style transfer while maintaining brand consistency
Fine-tune large vision-language models to understand and optimize "winning" ad aesthetics based on performance metrics like CTR and CVR
Build feedback loops and reinforcement learning systems to continuously improve generative outputs based on ad performance data
Engineer safety and compliance layers, including filtering, copyright checks, and safety guardrails to prevent non-compliant or unsafe content generation
Collaborate closely with Product, Sales, Policy, UX, and other ML teams to integrate AI capabilities into the Ad Manager UI and ad delivery systems
Embed brand safety, copyright, and human-in-the-loop escalation mechanisms to protect users and advertisers
Contribute to cross-functional projects aimed at enhancing ad creative tools, performance metrics, and user experience
Stay updated on the latest advancements in generative AI and incorporate best practices into product development
Benefits
Comprehensive healthcare benefits including medical, dental, and vision insurance
Income replacement programs and generous paid time off for vacation and parental leave
401(k) plan with employer matching contributions
Global benefit programs supporting work-life balance, professional development, and caregiving needs
Family planning support and mental health & coaching benefits
Pay transparency with competitive salary ranges and potential equity grants
Opportunities for career growth and development within a dynamic, innovative environment
Equal Opportunity
Reddit is proud to be an equal opportunity employer. We are committed to building a diverse workforce that reflects the communities we serve. We provide reasonable accommodations for qualified individuals with disabilities and disabled veterans during the application and interview process.
Our goal is to foster an inclusive environment where all employees can thrive and contribute to our mission of community and belonging. We encourage applicants from all backgrounds to apply and self-identify their diverse identities, including gender, race, ethnicity, sexual orientation, age, national origin, religion, and political views. For more information, please review our Equal Employment Policy and Diversity Statement.