AI Model Observability Expert
hace 1 semana
At Moody's, we're driving innovation by uniting diverse minds to transform today's challenges into tomorrow's opportunities. Our collaborative environment fosters continuous learning and growth, where everyone feels welcome to contribute their unique perspectives and ideas.
About the RoleWe're seeking a self-driven and passionate AI engineer to join our tech team as an AI Model Observability Engineer. This critical role involves ensuring the stability, reliability, and performance of our existing AI models. You will be responsible for monitoring system performance, detecting anomalies, and implementing solutions to address bottlenecks and maintain data consistency.
Key Responsibilities:- Maintain the stability and functionality of current AI models, preventing disruptions from new iterations.
- 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 application behavior.
- Ensure consistency of data across different releases to maintain model integrity.
To succeed in this role, you'll need:
- 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 like AWS, Azure.
- Experience with QA automation and DevOps practices.
- Excellent problem-solving skills and attention to detail.
- Strong communication and collaboration skills.
You'll have the opportunity to work at the forefront of AI technology, contributing to impactful projects. Our collaborative and dynamic work environment fosters continuous learning and growth. Enjoy a competitive compensation package and benefits, including opportunities for professional development and career advancement.
The estimated salary for this position is $120,000 - $180,000 per year, depending on location and experience.
Moody's is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability, protected veteran status, sexual orientation, gender expression, gender identity, or any other characteristic protected by law.
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