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Senior Machine Learning Scientist

1 month ago

Chevy Chase, Maryland, United States The Knot Worldwide Full time
Job Summary

We are seeking a highly skilled Senior Machine Learning Scientist to join our dynamic Machine Learning team at The Knot Worldwide. As a key member of our Data Team, you will drive innovation through data-driven solutions across our online wedding marketplaces.

Key Responsibilities:
Develop comprehensive data-driven solutions by applying advanced machine learning techniques, including both supervised and unsupervised learning. Design and implement models for ranking and recommender systems, natural language processing, and computer vision to enhance our product offerings and operational efficiency. Collaborate closely with product stakeholders and engineering teams to define clear objectives, deliverables, and timelines for data science projects. Lead the end-to-end lifecycle of data science and ML projects from data exploration and model building to deployment and performance monitoring in production environments. Employ robust MLOps practices to ensure the scalability and maintainability of models in production. Continuously evaluate emerging technologies and methodologies to drive innovation and improve the existing capabilities of the data science team.

Requirements:
Master's or PhD in Computer Science, Data Science, Statistics, or a related field. Minimum of 5 years of experience in a Data Science and Machine Learning role with a proven track record of deploying ML-driven solutions to product. Strong proficiency in Python and its data-and AI-related libraries (e.g., Pandas, NumPy, Scikit-learn, PyTorch or Tensorflow). Extensive experience with machine learning, NLP, and computer vision technologies. Experience with ranking models in ecommerce marketplaces. Demonstrated experience with MLOps tools and frameworks to manage the lifecycle of machine learning models in production. Excellent communication skills with the ability to articulate complex quantitative analysis in a clear, precise, and actionable manner. Experience advising data scientists and collaborate across cross-functional teams.

What We Offer:
We believe in a wide range of holistic offerings to support our employees so that they can live our values day in and day out. From mental wellbeing, physical health and financial planning, to engaging perks and discounts, we are in the business of celebrating and supporting the Moments that Matter. We offer flexible vacation, generous parental leave and prioritize initiatives that support the growth, development, and happiness of our people. To facilitate in-person collaboration, we have office spaces in multiple locations. We are seeking applicants residing in the Central or Eastern US time zones to facilitate effective communication with the company's headquarters in Chevy Chase, MD. The Knot Worldwide provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, or disability. In addition to federal law requirements, The Knot Worldwide complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities. The Knot Worldwide expressly prohibits any form of workplace harassment based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, or veteran status.