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Machine Learning Platform Architect
2 months ago
We are seeking a highly skilled Machine Learning Platform Engineer to join our team at Zoom. As a key member of our organization, you will play a critical role in shaping the long-term strategy and architecture for interoperability of our Big Data and Machine Learning Platforms.
Key Responsibilities- Design and Lead Implementation: You will design and lead the implementation of complete distributed systems to meet business needs, ensuring scalability, reliability, and performance.
- Collaboration and Communication: You will collaborate with engineering, data science, and analytics teams globally to ensure effective communication and problem-solving, driving business outcomes and innovation.
- Quality and Security: You will partner with others to support quality, performance, scalability, reliability, availability, and security goals, ensuring the highest standards of excellence.
The Machine Learning Platform team at Zoom is responsible for designing and building model serving infrastructure and services that augment capabilities for real-time, streaming, and batch inferencing in support of machine learning model pipelines.
Requirements- Technical Expertise: You will have experience working with leading data infrastructure technologies such as datastores (SQL/NoSQL dbs) and data streaming/processing (ie. Flink, Spark, Kafka, Airflow, AWS SageMaker).
- Platform Authority: You will have authority in platform technology, architectural designs, and software engineering fundamentals (Python, Java, or similar languages).
- Cloud Infrastructure: You will have experience with cloud infrastructure (AWS, Azure, GCP), Terraform.
- Reliability Engineering: You will have experience with reliability engineering specifically in areas such as data quality, data observability, and incident management.
- Problem-Solving Skills: You will have excellent problem-solving and analytical thinking skills, driving business outcomes and innovation.
Zoom is a leading collaboration platform that helps people stay connected and get more done together. We're a diverse and inclusive company that values creativity, innovation, and teamwork.
Our CommitmentWe believe that the unique contributions of all Zoomies are the driver of our success. We're committed to creating an inclusive and equitable workplace where everyone can thrive.