AI Architect (Hands-On | Product Builder | ML/LLM Systems)
hace 12 días
San Jose
We are seeking a highly experienced, hands-on AI Architect to lead the design, build, and launch of AI-driven systems and products. This role goes beyond traditional machine learning—you will be responsible for turning ideas into real, scalable AI solutions that drive business impact and can be delivered to clients. You will own the full lifecycle of AI development—from architecture and model selection to prototyping and production—while helping the company identify where AI can replace, augment, and optimize existing workflows. This is a high-impact role for someone who can operate both strategically and technically, and who thrives in building from the ground up. Key Responsibilities • Architect and build end-to-end AI systems, including copilots, automation tools, and client-facing products, • Design, develop, and deploy ML and LLM-based solutions (including model selection, fine-tuning, and optimization), • Lead rapid prototyping and iteration of AI products to move from concept to production quickly, • Define and own the AI tech stack, including LLM providers (OpenAI, Anthropic), frameworks, APIs, and infrastructure, • Design scalable data pipelines and system architectures to support production-grade AI applications, • Integrate AI solutions into internal systems and workflows to improve efficiency and reduce manual work, • Develop APIs and services for real-time inference and model deployment, • Collaborate cross-functionally to align AI initiatives with product and business goals, • Provide clear guidance on:, • What to build vs. not build, • Build vs. buy decisions, • Timelines, costs, and resource needs, • Create and execute a practical AI roadmap tied to business outcomes and revenue opportunities, • Partner with leadership and business teams to help position AI solutions for clients, • Translate complex AI systems into clear, client-friendly value propositions, • Participate in client conversations, demos, and technical discussions to support sales and delivery, • Help shape AI products and solutions based on client needs and market demand Required Experience • 7+ years of experience in AI/ML with a strong track record of building and deploying real-world systems, • Hands-on experience with machine learning model development, fine-tuning, and deployment, • Strong experience with LLMs (e.g., OpenAI, Anthropic) and modern AI system design (RAG, embeddings, agents), • Proficiency in Python and experience with ML frameworks such as PyTorch, TensorFlow, or similar, • Experience designing scalable systems, APIs, and cloud-based architectures (AWS or equivalent), • Strong understanding of data pipelines, ETL processes, and large-scale data handling, • Ability to translate business problems into practical AI solutions, • Proven ability to ship production-ready systems—not just experiments, • Strong ability to communicate complex technical concepts to non-technical audiences, including clients and stakeholders, • Experience supporting client-facing discussions, product demos, or technical sales is highly preferred Nice to Have • Experience building AI copilots, agents, or workflow automation tools, • Familiarity with vector databases and retrieval-augmented generation (RAG) architectures, • Experience with automation/integration tools (e.g., Zapier, Make, or similar), • Background in QA operations, staffing, or process-heavy environments, • Experience in fast-paced or startup environments Client & Product Impact • Act as a technical partner in client engagements, helping articulate the value of AI-driven solutions, • Contribute to building AI offerings that are not only technically sound but also marketable and scalable, • Bridge the gap between technical execution and client needs to drive adoption and revenue Benefits: • 401(k), • Dental insurance, • Health insurance, • Paid time off, • Vision insurance Work Location: Hybrid remote in San Jose, CA 95134 Pay: $220,000.00 - $250,000.00 per year