What are the responsibilities and job description for the Senior AI/ML Engineer position at Cognize Tech Solutions LLC?
Role : Senior AI / ML Engineer
Years of Experience : 8 years
Location : San Ramon, CA (Remote)
Drift Frame Work : Framework for detecting drift Automatically monitor track accuracy and trigger model retraining and notifications to restore previous accuracy levels.
ML Generalist : Data Scientist with MLOPS Development and maintenance of ML pipeline ML Engineer focusing on experimentation and tracking.
Responsibilities :
Model Development : Develop machine learning models and algorithms to solve business problems, leveraging techniques such as supervised learning, unsupervised learning, and deep learning.
Deployment and Integration : Deploy machine learning models into production environments and integrate them with existing systems and workflows.
Performance Optimization : Optimize machine learning models for scalability, efficiency, and performance, considering factors such as latency, throughput, and resource utilization.
Monitoring and Maintenance : Monitor model performance in production, identify and diagnose issues, and implement solutions to ensure continued reliability and effectiveness. Collaboration : Collaborate with cross-functional teams, including data scientists, software engineers, and product managers, to understand business requirements and deliver solutions that meet stakeholders' needs.
Research and Innovation : Stay up-to-date with the latest advancements in artificial intelligence and machine learning research, and explore new techniques and methodologies to improve model performance and capabilities.
