Forward Deployed AI Engineer

Job summary

Design and deploy production-ready AI workflows and agent-based architectures to solve tangible business problems for clients. Collaborate throughout the full lifecycle from use case definition to deployment and adoption within enterprise environments.

Job details

About the role 6-Monthly rolling contract Hybrid - Toronto area Caspian One has partnered with a forward thinking and exciting AI Start Up looking for an experienced AI Engineer to join their delivery ecosystem, with a strong preference for engineers 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 on-site 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 (LLMs) 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 They Are Looking For Proven experience delivering AI or Agentic AI solutions into production environments Strong experience working with large language models, agent based systems, or intelligent workflow automation Demonstrable experience rolling out AI solutions in a client/customer-facing environment Experience working across financial services or other heavily regulated industries Ability to work with real world, messy data across multiple systems and environments Experience integrating with APIs, enterprise platforms, and distributed data sources Strong understanding of how to move from proof of concept to scalable, production ready systems 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 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 Toronto based candidates are strongly preferred, with a hybrid or onsite presence where possible Flexible for exceptional candidates across Canada or aligned time zones No visa sponsorship available at this timeEngagement Model 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. 14 day termination terms, but the business is focused on building long term relationships with top talent 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

What you’ll do

Design and deploy production-ready AI workflows and agent-based architectures to solve tangible business problems for clients. Collaborate throughout the full lifecycle from use case definition to deployment and adoption within enterprise environments.

Requirements

Proven experience delivering Agentic AI solutions into production, specifically within client-facing roles and regulated industries like financial services. Must be able to handle messy data and move projects from proof of concept to scalable systems independently.

Listed skills

• Change Management · Preferred

Other relevant skills

Identified from the job description. Confirm important requirements above.

• Large Language Models
• Agentic AI
• AI Workflow Automation
• API Integration
• Enterprise Platform Integration
• Change Management
• Stakeholder Alignment
• Production Deployment
• Data Mapping
• Client Delivery
• Value Engineering
• ROI Solution Design

Job areas

• Technology
• Software
• Engineering
• Consulting
• Data & Analytics

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