Caspian One has partnered with an exciting AI Tech Firm looking for an experienced AI Engineer to join their delivery ecosystem, with a strong preference for specialists based in Toronto or the surrounding region. This role sits at the intersection of engineering, client delivery, and real world problem solving. You will be responsible for taking AI solutions from concept through to production, working closely with customers to integrate systems, navigate complexity, and ensure successful adoption. This is not a research role. It is a hands on delivery position focused on building, deploying, and scaling AI solutions that solve tangible business problems.
What You Will Be Doing
Designing and deploying AI driven workflows using large language models and agent based architectures
Working directly with client systems to connect, map, and contextualise distributed data sources without heavy data ingestion
Building context layers that reflect business rules, proprietary data, and operational processes
Developing production ready solutions that integrate with existing enterprise environments
Collaborating with clients through the full lifecycle, from initial use case definition through to deployment and adoption
Handling complex delivery scenarios including change management, stakeholder alignment, and technical challenges
Supporting rapid delivery cycles, typically delivering working solutions within 6 to 12 weeks
Contributing to ongoing expansion by identifying additional use cases and opportunities within existing clients
Ensuring solutions meet defined service levels where managed applications are required
Working closely with distributed teams and partners across North America and internationally
What We Are Looking For
Proven experience delivering AI or machine learning solutions into production environments
Strong experience working with large language models (LLM's), agent based systems,



or intelligent workflow automation
Ability to work with real world, messy data across multiple systems and environments
Experience integrating with APIs, enterprise platforms, and distributed data sources
Solid understanding of how to move from proof of concept to scalable, production ready systems
Comfort working directly with clients, including managing expectations and navigating complex delivery environments
Experience working through change management and getting solutions successfully adopted
Ability to operate independently while collaborating across a wider team
A pragmatic, delivery focused mindset with a strong bias towards outcomes
Nice to Have
Experience working in financial services or other highly regulated industries
Exposure to value engineering or ROI driven solution design
Experience working in consulting or client facing delivery roles
Familiarity with building or deploying AI solutions within secure client environments
Working Model
First week - Intensive training programme bringing you up to speed with the product and expectations around delivery.
Toronto based specialists are strongly preferred, with a hybrid or onsite presence where possible
No visa sponsorship available at this time
This role is typically delivered on a contract basis, with long term extensions for high performing individuals
Initial projects are usually 6 to 12 weeks, with strong opportunity for ongoing work so contracts are released 6-12months.
Why This Role
You will be working on real AI deployments, not theoretical projects
You will see direct impact from your work within weeks, not months or years
You will be part of a company that prioritises measurable outcomes, not experimentation for its own sake
You will gain exposure to a wide range of industries and complex business problems
You will be working alongside a team that values speed, ownership, and delivery excellence

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📌 AI Engineer - Forward Deployed (Ontario)
🏢 Caspian One
📍 Ontario