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Machine Learning Model Engineer
2 months ago
About the Role
Samsung Ads is a leading advertising technology company that enables brands to connect with Samsung TV audiences through data-driven advertising solutions. As a Machine Learning Model Engineer, you will play a critical role in developing and deploying cutting-edge machine learning products that drive business impact.
Key Responsibilities
- Lead the development of production-grade machine learning solutions that drive notable business impact
- Design, develop, and deploy scalable low-latency machine learning products
- Collaborate with stakeholders to understand business requirements and create effective roadmaps
- Work closely with machine learning platform and serving teams to deploy and streamline machine learning pipelines
- Optimize and scale up existing machine learning products
- Collaborate with the MLOps team to ensure product health
- Research the latest machine learning technologies and stay up-to-date with industry trends and developments
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
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
About Samsung
Samsung is a global leader in technology and innovation, and we are committed to creating a diverse and inclusive workplace. 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.
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.
