Senior Forward Deployed Engineer roles in Toronto combine Python, PySpark, AI application development, and client-facing consulting in a hybrid model. You will turn complex workflows and real data into production solutions.
This senior role embeds with business users, client SMEs, product owners, and engineering teams. You will profile data, build enterprise AI applications, and guide solutions from prototype through production launch. The work includes cloud data platforms, APIs, pipelines, MLOps, LLMOps, and structured handover.

Key Responsibilities

Map workflows, users, data, constraints, and decision pointsProfile client data with Python, pandas, PySpark, and SQLBuild and validate working solutions using real dataDevelop Claude-powered applications, copilots,



and AI workflowsMonitor, stabilize, and hand over production deploymentsRequirements:
10+ years in data engineering and production software engineeringExpertise in Python, PySpark, SQL, REST APIs, and FastAPIExperience with RAG, vector databases, semantic search, and ClaudeKnowledge of MLOps, LLMOps, CI/CD, monitoring, and rollbackBachelor's degree in a relevant disciplineApply senior engineering judgment across Python, PySpark, AI applications, and client delivery in Toronto's hybrid workplace.
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📌 Senior Forward Deployed Ai Engineer (Winnipeg)
🏢 apptoza
📍 Winnipeg