Machine Learning Model Engineer
3 days ago
About Samsung Ads
Samsung Ads is a leading advertising technology company that enables brands to connect with Samsung TV audiences through data-driven advertising solutions. Our team is passionate about leveraging machine learning to improve our advertising platform and drive business growth.
Job Summary
We are seeking a highly skilled Machine Learning Model Engineer to join our Platform Intelligence team. As a key member of our team, you will design, develop, and deploy large-scale machine learning products that drive business impact. You will work closely with our engineering team and top-notch researchers to explore the latest machine learning techniques and create innovative solutions.
Responsibilities
- Lead a team to deliver production-grade machine learning solutions with notable business impact from end to end
- Design, develop, and deploy scalable low-latency machine learning products
- Communicate with various stakeholders to understand business requirements, manage expectations, and create effective roadmaps
- Closely work with machine learning platform and serving teams to deploy and streamline machine learning pipelines
- Optimize and scale up existing machine learning products
- Closely work with the MLOps team to ensure product health
- Closely work with external partners to introduce new machine learning features and tools
- Research the latest machine learning technologies and keep up-to-date with industry trends and developments
- Create quick prototypes and proof-of-concepts for new features
- Design and implement next-generation machine learning models with advanced technologies
Requirements
- Master's or PhD degree in Computer Science or related fields
- 5+ years of industry experience with a Master's degree or 3+ years of industry experience with a PhD degree
- Solid theoretical background in machine learning and/or data mining
- Rich hands-on experience with production-grade machine learning solutions
- 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
- Proficiency in SQL and databases
- Strong communication and interpersonal skills to drive cross-functional partnerships
Preferred Requirements
- Publications 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 and real-time bidding (RTB) ecosystem
Benefits
As a Samsung employee, you will have access to a comprehensive benefits package, including medical, dental, vision, life insurance, 401(k), employee purchase program, tuition assistance, paid time off, student loan program, wellness incentives, and more.
Equal Employment Opportunity
Samsung Electronics America, Inc. and its subsidiaries are committed to employing a diverse workforce and providing 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
Samsung 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 [om for assistance. This number is for accommodation requests only and is not intended for general employment inquiries.
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