Implementation and maintenance of Artificial Intelligence solutions that drive innovation and operational excellence across the organization. This role requires a deep understanding of AI technologies and their integration into business processes, along with strong analytical and problem-solving skills.
Job Accountabilities:
- Collaborate with cross-functional teams to deploy AI solutions that align with the organization&aposs strategic objectives, ensuring they are well-integrated and operational.
- Oversee the continuous operation and monitoring of AI systems, troubleshooting issues, and ensuring optimal performance.
- Assist in the acquisition, preparation, and management of data required for AI model training and evaluation.
- Ensure AI operations adhere to security and compliance standards, participating in risk assessments and implementing security measures.
- Identify opportunities to improve AI model performance, scalability, and efficiency, and implement necessary enhancements.
- Maintain comprehensive documentation of AI systems and provide regular reports on system performance and outcomes.
- Collaborate with internal and external stakeholders to gather requirements, address concerns, and provide AI-related expertise.
Requirements:
- Fluent in Python and its machine learning & distributed computing libraries (Pytorch, Pandas, Sklearn, etc).
- Experience in deploying and managing AI/ML models to production (2+ years).
- Demonstrate experience on AWS and other cloud service providers.
- Demonstrate experience in managing DataBricks.
- Ensure the machine learning models meet the agreed accuracy standard.
- Monitoring AI models operation & data drift.
- Write clean, readable, sustainable, and reusable code through CI/CD and MLOps Pipelinine.
- Troubleshoot, debug, and optimize performance on deployed AI models.
- Identify improvement initiative to refine Machine Learning model.
- Liaise with all party (internal/external) for activity, for technical escalation and strategic discussion for implementation/enhancement/resolution.
- Carry out technical review upon use case development handled by AI Professional Service based on development best practice and guideline.
