What are the responsibilities and job description for the Architect-AI/ML position at Vaiticka Solution?
Job Title: Solution Architect - Generative AI, & Digital Automation, Integration & Automation
Employment Type: Full-Time
Mode of work: Hybrid (3 days in office in Tarry Town, NY)
Job description:
Seeking a Solution Architect to design, develop, and implement cutting-edge solutions leveraging generative AI technology, integration and Digital automation. The ideal candidate will play a pivotal role in architecting scalable, secure, and efficient applications that transform business processes, enhance decision-making, and deliver measurable value. This role requires a good understanding of architecture, AI/ML frameworks, Cloud, and modern automation tools, combined with a passion for solving complex problems.
Key Responsibilities
· Solution Design & Architecture:
o Design end-to-end technical architectures for applications utilizing generative AI (e.g., LLMs, GANs), intelligent document processing (e.g., OCR, NLP, data extraction), and workflow automation.
o Define system components, integrations, APIs, and data flows to ensure scalability, performance, and reliability.
o Collaborate with product managers, developers, and stakeholders to translate business requirements into technical architecture.
o Document and present architecture, along with pros & cons to senior IT leadership
· Components of architecture:
o Generative AI:
§ Create application architecture to integrate generative AI models (e.g., GPT-based models, diffusion models) into applications., including:
§ Foundation Models: Leverage large language models (LLMs) like GPT-4o, LLaMA, Grok, or BERT, and generative adversarial networks (GANs) such as Stable Diffusion or VAE-based systems for text, image, audio, or multimodal generation.
