Senior Software Engineer, AI/ML Observability & Data Infra

Ativesite; Menlo Park (CA); Remote; USD 221,000 - 288,000; Full time

Job summary

Snowflake in Menlo Park is seeking Senior Software Engineers to design, develop, and maintain core components of AI/ML observability systems, including backend infrastructure for large-scale data processing, storage, and data movement. You will implement advanced techniques to monitor ML and Generative AI models at scale and contribute to scalable ML infrastructure.

We value engineers who can lead design efforts, mentor others, and push performance and reliability.

Qualifications

• Bachelor's degree or foreign equivalent in Computer Science, Information Technology, Electrical Engineering or a related field.
• 5+ years of progressive post baccalaureate experience in the job offered or a related occupation.
• Designing and building database systems, compilers, and developer tools.
• Building enterprise-grade software and services.
• Developing applications using Java.
• Using SQL and other database technologies, including implementing internal database components.
• Designing data warehouses, database systems, and large-scale data processing solutions.
• Contributing to ASF open-source projects, including big data and Hadoop ecosystem initiatives.
• Performing implementation, testing, debugging, and documentation, and design query compilation and compiler systems.

Responsibilities

• Design, develop, and maintain core components of AI/ML observability systems, including backend infrastructure for largescale data processing, storage, and data movement.
• Implement and optimize techniques such as sketch-based data aggregation and machine learning metrics to monitor ML and Generative AI models.
• Develop and enhance AI/ML infrastructure for reliable training, deployment, and monitoring of ML workloads at scale.
• Build and extend platform features for scalable ML and Generative AI use cases with improved performance and reliability.
• Serve as a technical lead for machine learning observability, data infrastructure, and model explainability for customer-facing ML/Generative AI products.

Skills

Database systems

Java

SQL

Data processing

Open-source contributions

Testing & debugging

Education

Bachelor's degree in Computer Science or related field

Tools

Big data tools

Job description

Snowflake in Menlo Park is seeking Senior Software Engineers to design, develop, and maintain core components of AI/ML observability systems, including backend infrastructure for large-scale data processing, storage, and data movement. You will implement advanced techniques to monitor ML and Generative AI models at scale and contribute to scalable ML infrastructure.

We value engineers who can lead design efforts, mentor others, and push performance and reliability.