Senior ML/AI Engineer developing AI - driven solutions for cannabis retail platform. Collaborating with cross - functional teams and driving AI initiatives within remote - first organization.
About the role
- Senior AI Engineer leading design and development of AI agent capabilities at Fullsteam. Building production-ready solutions that empower clients in the alcohol industry with seamless automation.
Responsibilities
- Design and implement production-grade agentic systems; autonomous agents that leverage LLMs to reason, use tools, manage context, and orchestrate complex multi-step workflows on behalf of users.
- Build scalable backend services, APIs, and data pipelines that support real-time AI inference, conversation state, and tool execution with robust error handling and recovery.
- Architect systems for scale, designing AI infrastructure that handles growing inference demands, evolving agent complexity, and production reliability requirements.
- Build and maintain RAG pipelines, including embeddings, vector search, and retrieval strategies, to power knowledge-driven features and contextual AI responses.
- Bring foundational ML understanding to inform decisions around model selection, fine-tuning, embeddings, and evaluation and knowing when to use off-the-shelf models versus more custom approaches.
- Collaborate with product, engineering, DevOps, and QA teams to define requirements and deliver AI-powered features, leading technical direction while pulling in the right people at the right stages.
- Evaluate emerging agentic frameworks, LLM providers, and AI tooling; recommend adoptions that move the team’s capabilities forward.
- Establish and document AI engineering standards, covering reliability, safety, observability, and prompt management and building institutional knowledge as the AI function grows.
- Maintain engineering excellence. Write clean, well-tested code; conduct thorough code reviews; champion best practices across the team
Requirements
- Bachelor’s degree in Computer Science, Engineering, or a related technical field
- 6+ years of professional software engineering experience
- 2+ years of hands-on experience designing and building applications that integrate agentic systems in production environments
- Experience with cloud platforms, preferably AWS (Lambda, Bedrock, OpenSearch)
- Proven track record of shipping and operating production systems with reliability and observability
- Strong debugging, troubleshooting, and problem-solving skills
- Ability to work independently with a high degree of ownership, driving projects forward with limited direct oversight
- Strong communication skills with the ability to collaborate effectively across engineering, product, and non-technical stakeholders.
Benefits
- Medical
- Extended Health and LTD plan
- Dental
- Vision
- RRSP (with employer match)
- Health Spending Account
- Flexible paid time off
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