Machine Learning Engineer • Senior

Who you are

You have 5+ years of experience in machine learning and data analysis, with a proven track record of developing and deploying machine learning models in production environments. Your expertise in Python and frameworks like TensorFlow and Keras allows you to build robust models that enhance user experiences. You are passionate about understanding user needs and translating them into effective machine learning solutions. You thrive in collaborative environments, working closely with cross-functional teams to drive impactful projects from ideation to production.

You possess a strong understanding of ranking algorithms and personalization techniques, enabling you to identify opportunities for improvement within the platform. Your analytical mindset helps you dive deep into data, uncovering insights that inform your machine learning strategies. You are committed to delivering high-quality work and continuously seek to enhance your skills and knowledge in the field of machine learning.

Desirable

Experience with large-scale data processing and familiarity with cloud platforms such as AWS or GCP would be a plus. Knowledge of game development concepts and experience in building interactive applications can further enhance your contributions to the team.

What you'll do

In this role, you will lead projects that focus on developing applied machine learning models for personalization and game taxonomy. You will be responsible for the entire project lifecycle, from concept and design to implementation and rollout, ensuring that the models you create meet the highest standards of quality and performance. You will collaborate with product managers, engineers, and designers to understand user needs and translate them into effective machine learning solutions.

You will identify opportunities to enhance ranking capabilities by analyzing user interactions and feedback, diving deep into the platform to understand the nuances of user behavior. Your work will directly impact the experiences of Reddit users, connecting them with engaging content and interactive experiences that resonate with their interests.

You will also mentor junior team members, sharing your knowledge and expertise in machine learning and data analysis. Your leadership will help foster a culture of learning and innovation within the team, encouraging everyone to contribute their ideas and insights.

What we offer

Reddit offers a dynamic and inclusive work environment where you can grow your skills and make a meaningful impact. You will have the opportunity to work on exciting projects that reach millions of users, shaping the future of online communities. We value openness, collaboration, and kindness, and we encourage you to apply even if your experience doesn't match every requirement. Join us in building engaging experiences for Redditors and be part of a team that is passionate about technology and community.