Position Summary
Machine Learning Model Engineer – Samsung AdsRole and Responsibilities
Responsibilities
A tech lead role with responsibilities ranging from designing, developing and deploying scalable machine learning models to delivering production-grade products from end to end.
Research the latest machine learning technologies and keep up-to-date with industry trends and developments.
Develop state-of-the-art machine learning models to achieve different optimization goals (e.g., install rate, ROAS, retention, etc.)
Analyze complex problems, identify gaps, and propose and execute technical proposals.
Create prototypes of new ML based solutions quickly and put them into production.
Optimize and scale up existing ML products to drive our business goals.
Closely work with different internal ML teams (e.g., ML platform, ML serving, and MLOps teams) to improve our codebase and product health.
Closely work with cross-functional partner teams in global settings to deliver new ML features and solutions and achieve business objectives.
Learn quickly and adapt to a fast-paced working environment.
Experience Requirements:
Master’s or PhD degree in Computer Science or related fields.
4+ years of industry experience with a Master’s degree or 2+ years of industry experience with a PhD degree.
Solid theoretical background in machine learning and/or data mining.
Proficiency in mainstream ML libraries (e.g., TensorFlow, PyTorch, Spark ML, etc.).
Hands-on experience with production-grade machine learning solutions.
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.
Skills and Qualifications
Preferred Experience Requirements:
Publications in top relevant venues (e.g., TPAMI, NeurIPS, ICML, KDD, WWW, SIGIR, AAAI, IJCAI, etc.).
Basic knowledge about Amazon Web Services (AWS).
Experience with the advertising industry and real-time bidding (RTB) ecosystem.
CALIFORNIA ONLY
Compensation for this role is expected to be between $240,000 and $280,000. Actual pay will be determined considering factors such as relevant skills and experience, and comparison to other employees in the role.
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Yearly based
645 Clyde Avenue, Mountain View, CA, USA