AI Operations Specialist: Scalable Data Model Manager
Há 6 dias
We are a leading provider of innovative enterprise software solutions, empowering organizations with transformative technology. Our cutting-edge data cloud is revolutionizing the way businesses operate, making it easier to achieve a better people experience.
About UsAt Unit4 Nv, we're dedicated to delivering exceptional value to our customers through our intuitive and adaptive software solutions. Our mission is to empower organizations to thrive in today's fast-paced business landscape.
Job DescriptionWe're seeking an experienced AI Operations Specialist to join our team and drive impactful business outcomes. As a key member of our data operations team, you will be responsible for ensuring the reliability, scalability, and performance of our AI models deployed on Snowflake. Your expertise will play a critical role in bridging the gap between development and production environments.
The ideal candidate will have a strong foundation in AI/ML principles, with practical experience in deploying and monitoring models in production. Proficiency in Snowflake-native ML and integration with external AI tools is essential. Additionally, experience working with Python and SQL, especially in Snowflake environments, is required.
You will act as the primary point of accountability for AI operations, ensuring seamless transitions from development to production. Your work will directly impact the efficiency and effectiveness of AI solutions, empowering business teams to make data-driven decisions with confidence.
Key Responsibilities- Model Deployment and Management: Build and maintain deployment pipelines for AI/ML models, ensuring seamless transitions from development to production.
- Collaboration with Data Scientists and Engineers: Work closely with data scientists and engineers to ensure models are properly versioned, tested, and deployed.
- System Monitoring and Incident Management: Monitor AI systems in real-time to detect anomalies, failures, or performance degradation. Respond to incidents to minimize downtime and business impact.
- Performance Optimization: Analyze and improve model inference times and operational efficiency. Identify bottlenecks in data pipelines and recommend solutions to optimize throughput.
To succeed in this role, you must possess:
- Snowflake Expertise: Hands-on experience with Snowflake, including Snowpark, virtual warehouses, and query performance optimization.
- AI/ML Knowledge: Strong foundation in AI/ML principles, with practical experience in deploying and monitoring models in production.
- Operational Skills: 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 range of $120,000 - $180,000 per annum, depending on experience. In addition to a comprehensive benefits package, you'll enjoy:
- A dynamic and supportive work environment
- Opportunities for professional growth and development
- A chance to work with a leading provider of innovative enterprise software solutions
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