Senior Forward Deployed Engineer roles in Toronto combine Python, PySpark, AI application development, and client-facing consulting in a hybrid mode. 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 points Profile client data with Python, pandas, PySpark, and SQL Build and validate working solutions using real data Develop Claude-powered applications, copilots,



and AI workflows Monitor, stabilize, and hand over production deployments Requirements:

10+ years in data engineering and production software engineering Expertise in Python, PySpark, SQL, REST APIs, and FastAPI Experience with RAG, vector databases, semantic search, and Claude Knowledge of MLOps, LLMOps, CI/CD, monitoring, and rollback Bachelor's degree in a relevant discipline Apply senior engineering judgment across Python, PySpark, AI applications, and client delivery in Toronto's hybrid environment.

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📌 Senior Forward Deployed AI Engineer (Winnipeg)
🏢 apptoza
📍 Winnipeg