Job Overview
Samsung Ads is seeking a Senior Machine Learning Engineer to join our Platform Intelligence (PI) team. This role is pivotal in designing and developing the next-generation machine learning platform that supports thousands of model training pipelines and trillions of daily batch predictions. You will work with Samsung's proprietary data to create large-scale machine learning products with real-world impact.
Key Responsibilities
- Design and Develop ML Platforms: Create a world-class machine learning platform tailored for Samsung’s advertising business, improving the lead time for model development and deployment.
- Research and Prototype: Investigate the latest machine learning platform technologies and develop quick prototypes or proof-of-concepts.
- Collaborate with Teams: Work closely with internal ML teams, including ML serving and MLOps, to enhance codebase health and ensure high engineering quality.
- Cross-Functional Partnerships: Engage with global partner teams to deliver new ML features and solutions, achieving business objectives.
- Mentorship: Provide technical guidance and mentorship to junior engineers.
Required Skills and Qualifications
- Experience: 7+ years in the industry with a Master's degree or 3+ years with a PhD in Computer Science or related fields.
- Technical Expertise: Extensive experience with Infrastructure as Code (Terraform), orchestration tools (Airflow, AWS Step/Lambda), CI/CD pipelines (GitHub Actions), and monitoring frameworks (Prometheus, Grafana).
- Programming Skills: Proficient in Python, Go, SQL, and familiar with data structures, algorithms, and software engineering principles.
- Machine Learning Frameworks: Hands-on experience with TensorFlow, PyTorch, and other ML-related frameworks.
- Communication: Strong interpersonal skills to drive cross-functional partnerships.
Preferred Experience
- Cloud and Data Tools: Experience with Snowflake, Snowpark, Redis/Aerospike, and AWS.
- Industry Knowledge: Familiarity with the advertising industry and real-time bidding (RTB) ecosystem.
Salary and Benefits
- Salary Range: €230,000 - €280,000 annually, based on skills and experience.
- Benefits: Samsung offers a diverse and inclusive work environment, with equal employment opportunities and reasonable accommodations for individuals with disabilities.
About Samsung Ads
Samsung Ads is an advanced advertising technology company that leverages comprehensive data to build a leading advertising platform. As part of Samsung, you will work on complex projects with global teams, fostering a culture of innovation and growth.
Join us to be part of a team that thrives on problem-solving and breaking new ground in the advertising industry.
Benefits Extracted with AI
- Equal Employment Opportunity
- Diverse Workforce
- Reasonable Accommodations for Disabilities
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