
Artificial Intelligence Solutions Architect
21 hours ago
Job Overview
We are seeking a skilled AI Solutions Architect to design, implement and maintain deployed AI/ML systems and solutions. In this role, you'll bridge innovation and operations, ensuring our AI solutions consistently deliver value and operate seamlessly in real-world environments.
Key Responsibilities:
- Lead the lifecycle of AI solutions, ensuring continued functionality, reliability and scalability.
- Establish monitoring frameworks to oversee system performance, usage and metrics for AI/ML models and APIs.
- Detect anomalies in AI systems, troubleshoot operational issues and initiate timely corrective actions.
Performance Optimization Strategies:
- Continuously assess and optimize AI model performance to maintain efficiency and accuracy in production environments.
- Collaborate with data scientists and engineers to refine algorithms, retrain models and update solutions as needed.
- Implement automation where possible to streamline maintenance processes.
Stakeholder Collaboration and Communication:
- Work with cross-functional teams (engineering, product, operations) to ensure alignment of AI sustainment activities with business goals.
- Communicate effectively with stakeholders to provide updates on system health, risks and improvements.
Governance and Best Practices:
- Define and implement best practices for sustaining AI solutions, including documentation, testing protocols and version control.
- Ensure compliance with ethical AI standards, regulatory guidelines and established governance frameworks.
- Manage and mitigate risks associated with model drift, data shifts and system vulnerabilities.
Incident Management and Resolution:
- Lead responses to critical incidents involving AI systems by performing root cause analysis and deploying solutions for quick resolution.
- Advocate for proactive risk prevention and early detection strategies.
- Mentor and develop junior team members, fostering their skills in AI observability and domain-specific knowledge in ML, Computer Vision and Generative AI.
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