Staff Software Engineer, IDSM

This is a fully remote position, open to applicants in United States, +2 more countries.

📋 Description

• Develop software to facilitate the creation, training, deployment, and management of machine learning models.

• Partner with clients to craft model deployment solutions utilizing AWS SageMaker and Azure ML.

• Launch a Data Science Catalog aimed at discovering and summarizing worldwide data science resources.

• Implement model monitoring to ensure deployment health and performance visibility.

• Improve tagging functionalities across Domino entities for better discoverability and tracking.

• Broaden LLM hosting capabilities to enhance scalability, performance, and logging.

• Create platform features for API integration, model registry, collaboration, discoverability, and scalable training resources.

⛳️ Requirements

• Over 8 years of experience in a software engineering individual contributor role.

• Significant experience or expertise in designing, building, and deploying AI/ML models.

• Profound knowledge of model development, training, optimization, and lifecycle management.

• Familiarity with advanced AI/ML tools, frameworks, and platforms.

• Experience in developing and managing high-performance back-end systems within distributed computing environments.

• Proficient in integrating systems with front-end interfaces and third-party services.

• Skilled in designing and implementing secure, scalable APIs, including RESTful APIs and gRPC.

• Experience in profiling and optimizing back-end performance in cloud settings or using Docker and Kubernetes.

• Knowledge of unit, integration, and end-to-end testing frameworks.

• Experience in establishing CI/CD pipelines.

• Proficient in AWS, Azure, and GCP.

• Familiarity with Apache Spark, Azure ML, or SageMaker is an advantage.

🏝️ Benefits

• Equity.

• Company bonus or sales commissions/bonuses.

• 401(k) plan.

• Medical, dental, and vision benefits.

• Wellness stipends.

• A teaching and learning environment.

• A diverse and inclusive workplace.