Artificial Intelligence Operations Specialist
1 semana atrás
We're a fast-paced, high-growth company that empowers people in service organizations with innovative software solutions. Our data cloud is built on Snowflake, and we're looking for an expert to take ownership of AI operations.
Job DescriptionAs an AI Operations Specialist, you'll be responsible for the lifecycle management of AI/ML models deployed within Snowflake. You'll ensure their reliability, scalability, and performance, bridging the gap between development and production environments.
Key Responsibilities:- Model Deployment and Management: Build and maintain deployment pipelines for AI/ML models, collaborating with data scientists and engineers to ensure seamless transitions from development to production.
- System Monitoring and Incident Management: Monitor AI systems in real-time to detect anomalies, failures, or performance degradation, responding to incidents to minimize downtime and business impact.
- Performance Optimization: Analyze and improve model inference times and operational efficiency, identifying bottlenecks in data pipelines and recommending solutions to optimize throughput.
- Data Management: Collaborate with data engineering teams to ensure the availability of high-quality data for AI systems, implementing processes for automated data validation, anomaly detection, and error correction.
- Continuous Improvement: Apply best practices to enhance AI model lifecycle management, staying updated on emerging technologies and tools for AI operations, and providing feedback to improve model training, testing, and deployment workflows.
To succeed in this role, you'll need:
- Expertise in Snowflake, including Snowpark, virtual warehouses, and query performance optimization.
- Strong foundation in AI/ML principles, with practical experience in deploying and monitoring models in production.
- Proficiency in Python and SQL, especially in Snowflake environments.
- Familiarity with CI/CD pipelines tailored for AI/ML workflows.
- Knowledge of data validation and monitoring tools for maintaining data integrity.
We offer a competitive salary of $120,000 per year, as well as benefits, opportunities for continuous learning, and professional growth. If you're passionate about operationalizing AI models on Snowflake and driving impactful business outcomes, we encourage you to apply.
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