Samsung Ads - Machine Learning Model Engineer - Lead
Samsung Electronics America - Mountain View, California, us, 94039![Samsung Electronics America](/api/image?src=https%3A%2F%2Fgeneral-board-default.s3.us-east-2.amazonaws.com%2Fpublic%2Fimages%2Fdesk-360x180.webp&w=640&q=75&f=webp)
Work at Samsung Electronics America
Overview
- Apply
Overview
Mountain View, CAResponsibilitiesLead multiple global feature teams to deliver production-grade machine learning solutions with notable business impact from end to end.Establish a clear vision and executable strategies for different machine learning component teams.Take initiative to address technical challenges, tackle open problems, and advance the team’s machine learning capabilities.Research latest machine learning technologies and keep up-to-date with industry trends and developments.Ideate new machine learning projects with significant business value and create proof of concepts.Introduce and enforce best engineering practices, uphold engineering quality standards, and streamline machine learning development and deployment processes.Interface with cross-site cross-functional stakeholders to create effective roadmaps, manage their expectations, and ensure smooth execution of projects.Closely work with external partners to introduce new machine learning features and tools.Help establish the team’s reputation beyond Samsung.Mentor and grow junior members in the team and foster a positive team culture.Experience RequirementsMaster’s or PhD degree in Computer Science or related fields.10+ years of industry experience with a Master’s degree or 6+ years of industry experience with a PhD degree.Experience with leading production-grade machine learning products with substantial revenue impact.Solid theoretical background in machine learning and/or data mining.Solid understanding of real-time machine learning systems.Proficiency in mainstream ML libraries (e.g., TensorFlow, PyTorch, Spark ML, etc.).Experience with mainstream big data tools (e.g., MapReduce, Spark, Flink, Kafka, etc.).Extensive programming experience in Python, Go or other OOP languages.Familiarity with data structures, algorithms and software engineering principles.Excellent communication and interpersonal skills.Strong technical leadership and organizational abilities.Excellent project and team management skills.Preferred Experience RequirementsPublications in top relevant venues (e.g., TPAMI, NeurIPS, ICML, ICLR, KDD, WWW, AAAI, IJCAI, etc.).Basic knowledge about Amazon Web Services (AWS).Experience with the advertising industry, real-time bidding (RTB) ecosystem, demand-side platform (DSP), and Ad Manager.The salary range for this role, for candidates based in California, is expected to be between $280,000 and $300,000. Actual pay will be determined considering factors such as relevant skills and experience, and comparison to other employees in the role.At Samsung, we believe that innovation and growth are driven by an inclusive culture and a diverse workforce. We aim to create a global team where everyone belongs and has equal opportunities, inspiring our talent to be their true selves. Together, we are building a better tomorrow for our customers, partners, and communities.Samsung Electronics America, Inc. and its subsidiaries are committed to employing a diverse workforce, and provide Equal Employment Opportunity for all individuals regardless of race, color, religion, gender, age, national origin, marital status, sexual orientation, gender identity, status as a protected veteran, genetic information, status as a qualified individual with a disability, or any other characteristic protected by law.Reasonable Accommodations for Qualified Individuals with Disabilities During the Application ProcessSamsung Electronics America is committed to providing reasonable accommodations for qualified individuals with disabilities in our job application process. If you have a disability and require a reasonable accommodation in order to participate in the application process, please contact our Reasonable Accommodation Team (855-557-3247) or SEA_Accommodations_Ext@sea.samsung.com for assistance. This number is for accommodation requests only and is not intended for general employment inquiries.
#J-18808-Ljbffr