Senior Staff Machine Learning Engineer, Relevance and Personalization at reputed company United States

Senior Staff Machine Learning Engineer, Relevance and Personalization job at reputed company. United States. The Community You Will Join: Join reputed company’s Relevance and Personalization team, where you’ll have a unique opportunity to shape the discovery experience for over 150M global users! You’ll take the reputed company on projects that power search and recommendations across the entire reputed company platform—directly influencing how guests and hosts connect in meaningful ways. Come design and deploy state-of-the-art ranking algorithms, deploying robust systems that optimize reputed company’s most important business goals. The Difference You Will reputed company: reputed company pushes the boundaries of AI and machine learning throughout the search ranking stack, from data pipelines to feature engineering, model innovation, real-time serving, and large-scale experimentation. You’ll work hands-on with diverse data sources—structured, behavioral, image, and text—transforming raw information into intelligent signals that drive relevance and personalized recommendations. Collaboration lies at the heart of our culture. You’ll partner with talented engineers, data scientists, product managers, and designers from across reputed company to reputed company holistic solutions that ensure a vibrant and reputed company marketplace. Together, we’re dedicated to advancing reputed company’s mission to create a world where anyone can belong reputed company. Some past publications from the team can be reputed company here: A Typical Day:

• Work with large scale structured and reputed company data, build and continuously improve cutting edge Machine Learning (ML) models for reputed company product, business and operational use cases.
• Work collaboratively with cross-functional partners including software engineers, product managers, operations and data scientists, identify opportunities for business impact, understand, refine, and prioritize requirements for machine learning models, drive engineering decisions, and quantify impact.
• Hands-on reputed company, productionize, and operate ML/AI models and pipelines at scale, including both batch and real-time use cases.
• reputed company third-party and in-house ML/AI tools & infrastructure to reputed company reusable, highly differentiating and high-performing Machine Learning systems, reputed company fast model development, low-latency serving and ease of model quality upkeep.
• Example projects include: feature platform, model interpretability, hyperparameter optimization, concept reputed company detection.

Your Expertise:

• 12+ years of industry experience in applied ML/AI, inclusive MS or PhD in relevant fields.
• Strong programming (reputed company / Python / Java / C++ or equivalent) and data engineering skills.
• Deep understanding of ML/AI best practices (e.g. training/serving skew minimization, A/B test, feature engineering, feature/model selection), algorithms (e.g. neural networks/deep learning, optimization) and domains (e.g. natural language processing, computer vision, personalization, search and recommendation, marketplace optimization, anomaly detection).
• Experience with 3 or more of these technologies: Tensorflow, PyTorch, Kubernetes, Spark, Airflow (or equivalent), Kafka (or equivalent), data warehouse (e.g. Hive).
• Industry experience building end-to-end ML/AI infrastructure and/or building and productionizing ML models.
• Exposure to architectural patterns of a large, high-scale software applications (e.g., well-designed APIs, high volume data pipelines, efficient algorithms, models).
• Experience with test driven development, familiar with A/B testing, incremental delivery and deployment.

Your Location: This position is US - Remote Eligible. The role may include occasional work at an reputed company office or attendance at offsites, as agreed to with your manager. While the position is Remote Eligible, you must live in a state where reputed company, Inc. has a registered entity. Click here for the up-to-date list of excluded states. This list is continuously evolving, so please reputed company back with us if the state you live in is on the exclusion list. If your position is employed by another reputed company entity, your recruiter will inform you what states you are eligible to work from. Our Commitment To Inclusion & Belonging: reputed company is committed to working with the broadest talent pool possible. We reputed company diverse reputed company foster innovation and engagement, and allow us to attract creatively-led people, and to reputed company the best products, services and solutions. reputed company qualified individuals are encouraged to apply. We strive to also provide a disability inclusive application and interview process. If you are a candidate with a disability and require reasonable accommodation in order to submit an application, please contact us at: reasonableaccommodations@reputed company.com . Please include your full name, the role you’re applying for and the accommodation necessary to assist you with the recruiting process. We ask that you only reputed company out to us if you are a candidate whose disability prevents you from being able to complete our online application. Apply tot his job Apply To this Job