We are looking for a senior Forward Deployed Engineer who combines production-grade software engineering, data engineering, AI application development, and client-facing consulting. You will embed with business users, client SMEs, product owners, and engineering teams to understand complex workflows, rapidly validate solutions using real data, remove technical blockers, and own delivery through production launch, stabilization, adoption, and handover.What you will doEmbed with client SMEs, product owners, business users, and engineers to map workflows, users, data, constraints, and decision points.Agree on the first practical release, measurable success criteria, and a practical roadmap from prototype to production.Profile unfamiliar client data using Python, pandas, PySpark, and SQL to assess coverage, quality, volumes, distributions, edge cases, and feasibility.Build thin working solutions using real client data and APIs, validate them with users, and iteratively harden them for production.Design, develop, and deploy enterprise AI and data applications using Python, PySpark, SQL, REST APIs, FastAPI,



and cloud data platforms.Build Claude-powered applications, copilots, and AI workflows using prompt engineering, RAG, vector databases, semantic search, and agentic AI patterns.Design batch, real-time, and streaming data pipelines and integrations across enterprise systems.Implement MLOps/LLMOps capabilities, including lifecycle management, CI/CD, MLflow, monitoring, deployment automation, rollback, and production support.Create evaluation datasets with client SMEs, measure model and LLM quality, perform structured error analysis, and prioritize improvements.Resolve data-access, API, identity, network, security, infrastructure, and deployment blockers with client teams.Own post-go-live monitoring, incident diagnosis, rollback, stabilization, latency, performance, reliability, and cost optimization.Measure adoption and business impact using agreed KPIs, then complete structured handover with runbooks, support ownership, and knowledge

📌 Forward Deployed Engineer (Toronto)
🏢 Epsilon Solutions
📍 Toronto