Machine Learning Architect
Kforce
Kforce's client in New York City is looking for a Machine Learning Architect to support their Data Science team!
Responsibilities include:
* Develop and implement AI architecture strategies, best practices, and standards to enhance AI ML model deployment and monitoring efficiency; Develop architecture roadmap and strategy for GenAI Platforms and tech stacks
* Responsible for the design and development of custom AI architecture for batch and stream processing-based AI ML pipelines including data ingestion to preprocessing to scaled AI model compute and ensure the architecture meets all SLA requirements
* Work closely with members of technology and business teams in the design, development, and implementation of Enterprise AI platform
* Collaborate closely with data scientists, machine learning engineers, and software engineers to ensure smooth integration of machine learning models into production systems
* Oversee the design of scalable and reliable infrastructure for AI, ML, GenAI, LLM model training and deployment
* AI Model Deployment Architecture: Lead the architecture of GenAI, LLM, machine learning models deployment patterns in production environments, with design patterns that ensure reliability and scalability
* Create design of GenAI robust monitoring systems to track model performance, data quality, and infrastructure
* Security and Compliance: Implement security measures and compliance standards to protect sensitive data and ensure adherence to industry regulations
* Maintain comprehensive documentation of AI processes and procedures for reference and knowledge sharing
* Build and scale production-ready AI systems that operate reliably at enterprise levels, ensuring long-term business impact
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