Machine Learning Engineer
4 days ago
Job Summary
Samsung Ads is a leading advertising technology company that leverages machine learning to enable advertisers to connect with audiences from Samsung devices. As a Machine Learning Engineer, you will play a crucial role in developing and deploying large-scale machine learning products with real-world impact.
Key Responsibilities
- Design and develop a next-generation machine learning platform to support thousands of model training pipelines concurrently and trillions of daily batch predictions.
- Build a world-class ML platform tailored for Samsung's ML-based advertising business, improving the lead time for the model's end-to-end development and deployment process.
- Research the industry's latest machine learning platform technologies and create quick prototypes/proof-of-concepts.
- Closely work with internal ML teams to improve the health of our codebase product and ensure the highest engineering quality.
- Mentor junior engineers and provide technical guidance.
Requirements
- 6+ years of industry experience with a Master's degree or 3+ years of industry experience with a PhD degree.
- Extensive industry experience with infrastructure such as Code (Terraform), orchestration tools (Airflow, AWS Step/Lambda), building CI/CD pipelines using GitHub Actions, and real-time monitoring/alerting frameworks such as Prometheus and Grafana.
- Familiarity with CI/CD, ETL, big data tools, and mainstream ML libraries (e.g., MapReduce, Spark, Flink, Kafka, Docker, Kubernetes, TensorFlow, PyTorch, Spark ML, etc.).
- Hands-on experience with machine learning-related frameworks (e.g., TensorFlow, PyTorch, model registry, OpenMetadata, ML feature store).
- Strong communication and interpersonal skills to drive cross-functional partnerships.
About Samsung
Samsung Ads is 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.
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