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AI Model Observability Engineer: Shaping the Future of AI-Powered Systems
hace 1 mes
We are seeking a talented and passionate developer to join our tech team at Moody's, where we strive to create an inclusive environment that fosters continuous learning and growth.
The role of AI Model Observability Engineer is critical in ensuring the stability, reliability, and performance of our existing AI models. You will be responsible for monitoring the system, detecting anomalies, and implementing 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.
- 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.
- Excellent problem-solving skills and attention to detail.
- Strong communication and collaboration skills.
$120,000 - $180,000 per year, depending on experience and qualifications.
About Moody'sMoody's is an equal opportunity employer committed to creating an inclusive work environment where everyone feels welcome to be who they are. We value diversity and are dedicated to fostering continuous learning and growth among our employees.
