Machine Learning Research Engineer
4 weeks ago
Samsung Ads is a leading advertising technology company that enables brands to connect with Samsung TV audiences through digital media. As a Machine Learning Research Engineer, you will work on cutting-edge projects with stakeholders and teams around the globe, leveraging the company's comprehensive data to build a world-class advertising platform.
We are seeking a highly skilled engineer to join our Platform Intelligence team, which is actively exploring deep learning and generative AI techniques to elevate our current systems and products. You will have the opportunity to collaborate with top-notch researchers and engineers to develop and deploy large-scale machine learning products with real-world impact.
Responsibilities:
- Design and develop advanced deep learning models to improve existing products
- Build next-generation generative AI-based products to open new business opportunities and transform user experience
- Explore and share cutting-edge machine learning technologies for our business use cases
- Closely work with the machine learning engineering team to deploy new models in production to generate real-world impact
- Publish research results in top venues and file patents
Requirements:
- Master's or PhD degree in Computer Science or related fields
- Rich hands-on experience in state-of-the-art large language models (LLMs) and/or diffusion models
- Solid theoretical background in machine/deep learning and/or LLMs
- Proficiency in mainstream ML libraries (e.g., TensorFlow, PyTorch, Spark ML, etc.)
- Extensive programming experience in Python, Go, or other OOP languages
- Familiarity with data structures, algorithms, and software engineering principles
- Strong communication and interpersonal skills to drive cross-functional partnerships
- Publications in top relevant venues (e.g., TPAMI, NeurIPS, ICML, ICLR, KDD, WWW, AAAI, IJCAI, etc.)
Preferred Experience Requirements:
- Basic knowledge about Amazon Web Services (AWS)
- Experience with machine learning productization
- Experience with the advertising industry and real-time bidding (RTB) ecosystem
- 5+ years of industry experience with a Master's degree or 3+ years of industry experience with a PhD degree
The salary range for this role, for candidates based in California, is expected to be between $230K ~ $280K. 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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