Machine Learning: Fullstack Vertical AI Agent Solutions Lead full time

Foreign Venture Group HQ: Toronto, Ontario, Canada Remote job Apr 21

Job Overview:

We are seeking an experienced and visionary Fullstack Vertical AI Agent Solutions Lead to spearhead the design, development, and deployment of AI-driven solutions tailored to specific industry verticals. In this role, you will lead the end-to-end lifecycle of AI agent development — from data architecture to model deployment and user-facing applications — while working closely with product, engineering, and industry teams. The ideal candidate combines deep expertise in machine learning, fullstack software development, and product-oriented thinking to build intelligent, scalable, and domain-specific AI agent systems.

Key Reponsibilities:

  • Lead the architecture and development of fullstack AI solutions (frontend, backend, and ML layers).
  • Design and implement domain-specific (vertical) AI agents that solve real-world industry problems.
  • Collaborate with product managers and industry experts to define solution requirements.
  • Build robust data pipelines for training, fine-tuning, and updating AI models.
  • Oversee deployment strategies, including APIs, cloud integration, and real-time serving.
  • Ensure solutions are scalable, secure, and optimized for performance.
  • Mentor and guide cross-functional teams of ML engineers, software developers, and data scientists.
  • Stay ahead of AI research, emerging technologies, and vertical-specific trends.

Qualifications:

  • Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Engineering, or a related field.
  • 5+ years of experience in machine learning, fullstack development, and solution architecture.
  • Strong experience with ML frameworks (e.g., TensorFlow, PyTorch, Hugging Face).
  • Proficiency in backend (e.g., Python, Node.js) and frontend technologies (e.g., React, Next.js).
  • Deep understanding of cloud platforms (AWS, Azure, GCP) and MLOps practices.
  • Proven experience building and shipping production-grade AI products.
  • Excellent leadership, project management, and stakeholder communication skills.

Preferred Skills:

  • Familiarity with Retrieval-Augmented Generation (RAG), LLM fine-tuning, or agent orchestration frameworks.
  • Experience developing vertical-specific applications (e.g., healthcare, finance, logistics, education).
  • Knowledge of Kubernetes, Docker, and serverless architecture.
  • Strong product sense and a bias toward building user-centric AI solutions.
Requirements
Availability:
Full-time (40 hrs/wk)
Negotiable rate