Forward Deployed Engineer (FDE) - GenAI / Agentic AI
Tiger Analytics Inc.1 day ago
Toronto, CanadaSenior
Responsibilities
- Partner directly with clients to understand business problems and translate them into GenAI and agentic AI solutions.
- Design, build, deploy, and scale LLM applications, RAG systems, AI agents, and multi-agent workflows.
- Integrate AI solutions with enterprise data, APIs, databases, and business applications.
- Deploy, operate, troubleshoot, and optimize production systems for performance, scalability, reliability, security, and cost.
- Collaborate with architects, ML engineers, developers, and client stakeholders.
- Move solutions from initial problem definition through production deployment in cloud environments.
Requirements
- 7+ years of experience in software engineering, application development, ML engineering, or AI engineering.
- Strong Python programming skills and solid knowledge of APIs, system design, databases, cloud-native applications, and production deployments.
- Proven experience building and deploying end-to-end GenAI or agentic AI solutions.
- Hands-on experience with LLMs including OpenAI, Anthropic Claude, Google Gemini, and open-source models.
- Experience with RAG, vector databases, embeddings, tool or function calling, AI agents, agent orchestration, multi-agent systems, or agentic workflows.
- Familiarity with LangGraph, LangChain, LlamaIndex, Google ADK, or similar frameworks.
- Working knowledge of MCP, A2A, or similar agent integration protocols.
- Hands-on experience with at least one major hyperscaler: AWS, Azure, or GCP.
- Experience with LLM evaluation, observability, monitoring, guardrails, or LLMOps is preferred.
- JavaScript or TypeScript experience is a plus.
- Strong customer-facing communication, problem-solving ability, independence, and comfort working with business and technical stakeholders.
Benefits
- Full-time, on-site position in Toronto, Canada.
- Opportunity for significant career development in a fast-growing, challenging entrepreneurial environment with substantial individual responsibility.
Tech Stack
Categories
Forward Deployed
About Tiger Analytics Inc.
Tiger Analytics Inc. provides data and AI consulting services that deliver machine learning, analytics, and cloud data engineering solutions for large enterprises across industries, including life sciences. The company engages on strategy and implementation projects, from modern BI and data platforms to MLOps, helping Fortune 100 clients turn data into business outcomes. Founded in 2011 and headquartered in Santa Clara, it is privately held with operations across North America, Europe, and Asia-Pacific.