Senior Machine Learning Engineer, LS Embedding

Reddit, Inc.; United States; Remote; USD 216,000 - 304,000; Full time

Job summary

An innovative company is seeking a Senior Machine Learning Engineer to enhance its recommendation systems using cutting-edge graph-based models. In this role, you will design and optimize large-scale embedding generation pipelines, contributing to the personalization of a vibrant online community. You'll collaborate with cross-functional teams, drive feature engineering, and stay at the forefront of ML research, all while working in a dynamic and supportive environment. If you're passionate about leveraging advanced machine learning techniques to impact user experience, this opportunity is perfect for you.

Benefits

Medical Insurance

Dental Insurance

Vision Insurance

401(k) with Employer Match

Generous Paid Time Off

Parental Leave

Equity in the form of RSUs

Qualifications

• 5+ years in machine learning engineering focused on recommendation systems.
• Hands-on experience with GNNs and large-scale embeddings.

Responsibilities

• Design and implement scalable ML models using GNNs and transformers.
• Collaborate with teams to integrate embeddings into personalization systems.

Skills

Machine Learning Engineering

Recommendation Systems

Graph Neural Networks (GNNs)

Deep Learning

Python

Collaboration Skills

Education

Bachelor's Degree in Computer Science or related field

Tools

PyTorch Geometric (PyG)

Deep Graph Library (DGL)

TensorFlow

JAX

Job description

Senior Machine Learning Engineer, LS Embedding

Remote - United States

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 101M+ daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit redditinc.com.

About the Team

The LS Embedding team focuses on developing highly expressive, multi-entity embeddings to enhance Reddit’s recommendation systems. We go beyond standard two-tower architectures, leveraging graph-based modeling, Graph Neural Networks (GNNs), and transformer-based architectures to capture complex interactions between users and entities. Our work directly impacts personalization and relevance across Reddit’s platform.

About the Role

We are seeking a Senior Machine Learning Engineer to design, develop, and optimize graph-based ML models for large-scale recommendation systems. You will work on embedding generation, distributed training, and scalable serving architectures, playing a key role in improving Reddit’s AI-powered personalization. This role offers the opportunity to contribute to cutting-edge ML research and apply it at scale in a high-impact production environment.

Responsibilities

• Design and implement scalable, high-performance machine learning models using Graph Neural Networks (GNNs), transformers, and knowledge graph approaches.
• Develop and optimize large-scale embedding generation pipelines for Reddit’s recommendation systems.
• Collaborate with ML infrastructure teams to enable efficient distributed training (multi-GPU, model/data parallelism) and low-latency serving.
• Work closely with cross-functional teams (Ads, Feed Ranking, Content Understanding) to integrate embeddings into various personalization and ranking systems.
• Drive feature engineering efforts, identifying and curating expressive raw data to enhance model effectiveness.
• Monitor, evaluate, and improve model performance using A/B testing, offline metrics, and real-time feedback loops.
• Stay up-to-date with the latest research in GNNs, transformers, and representation learning, bringing new ideas into production.
• Participate in code reviews, mentor junior engineers, and contribute to technical decision-making.

Qualifications

• 5+ years of experience in machine learning engineering, with a strong focus on recommendation systems, representation learning, and deep learning.
• Hands-on experience with Graph Neural Networks (GNNs), collaborative filtering, and large-scale embeddings.
• Proficiency in Python and experience with ML frameworks such as PyTorch Geometric (PyG), Deep Graph Library (DGL), TensorFlow, or JAX.
• Strong understanding of graph theory, network science, and representation learning techniques.
• Experience building distributed training and inference systems using ML infrastructure components (data parallelism, model pruning, inference optimization, etc.).
• Ability to work in a fast-paced environment, balancing innovation with high-quality production deployment.
• Strong communication skills and the ability to collaborate cross-functionally with engineers, researchers, and product teams.

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/.

The base pay range for this position is:

$216,700 - $303,400 USD

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 you need assistance or an accommodation due to a disability, please contact us at [e-mail].

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Reddit U.S. Equal Employment Information

Reddit is proud to be an equal opportunity employer, and is committed to building a workforce representative of the diverse communities we serve. To bring community and belonging to everyone in the world, Reddit’s employees must represent communities and redditors on our platform.

Our vision at Reddit is to have a workforce representative of people with different perspectives and experiences, including but not limited to, gender, race and ethnicity, sexual orientation, age, national origin, religion, and political views.