AI Model Observability Specialist
hace 1 mes
About Moody's Investors Service
We strive to create an inclusive environment where everyone feels welcome to be who they are, with the freedom to exchange ideas and think innovatively. Our team is passionate about delivering a data-driven analytics platform that supports agile investment teams.
As an AI Model Observability Engineer at Moody's Investors Service, you will play a critical role in ensuring the stability, reliability, and performance of our existing AI models. You will monitor system performance, detect anomalies, and implement solutions to address bottlenecks and maintain data consistency.
Responsibilities:
- Maintain the stability and functionality of the current AI model, preventing new iterations from causing disruptions.
- Monitor system performance and detect unusual patterns (hallucinations) that may indicate errors or anomalies.
- Develop and implement systems for tracking AI model performance and behavior.
- Maintain logging infrastructure to capture relevant data for analysis.
- Configure and manage alert systems to detect anomalies and performance degradation.
- Analyze metrics to identify optimization opportunities and scalability challenges.
- Propose and implement solutions to address performance issues and ensure scalability in system design.
- Create and maintain datasets and prompts for analyzing the application's behavior.
- Ensure consistency of data across different releases to maintain model integrity.
Requirements:
- Bachelor's degree in Computer Science, Engineering, or related field.
- Proven experience in AI model development and maintenance.
- Strong proficiency in programming languages such as Python, Langchain, Langsmith.
- Familiarity with cloud platforms such as AWS, Azure, etc.
- Experience with QA automation and DevOps practices.
About This Opportunity
We offer a competitive salary range of $120,000 - $180,000 per year, depending on experience, as well as a comprehensive benefits package and opportunities for growth and development.
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