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Forward Deployed Engineer (Generative AI)

1 month, 3 weeks ago
Canada
Full-time
Senior
AI (Artificial Intelligence)
Software Development
GCP Generative AI LLM Machine Learning Python SQL Vertex AI
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Tiger Analytics

Tiger Analytics

Tiger Analytics is a leading advanced analytics consulting firm partnering with Fortune 100 companies to drive business value through expertise in marketing science, customer analytics, and operations analytics.

Professional Services
1K-5K
Founded 2011
View All Jobs 71

Description

  • Drive on-site deployment, integration, and scaling of enterprise Generative AI solutions.
  • Embed directly within customer engineering teams to operationalize LLMs and retrieval systems.
  • Bridge AI research with production-grade cloud infrastructure across AWS, Azure, and GCP.
  • Develop intelligent agents to automate complex business workflows.
  • Build and manage multi-agent systems that solve end-to-end business challenges.
  • Implement secure connections between agents and enterprise data sources such as BigQuery and Spanner.
  • Use Vertex AI for model training, tuning, deployment, and evaluation.
  • Build and optimize streaming data pipelines for real-time inference.
  • Ground AI models in live business context using vector engines in BigQuery or AlloyDB.
  • Collaborate with cross-functional teams, business partners, and stakeholders to translate business goals into technical solutions.

Requirements

  • Experience with Generative AI and enterprise AI deployment.
  • Proven experience with Vertex AI Model Garden, Vertex AI Pipelines, and model evaluation.
  • Advanced knowledge of SQL for BigQuery and Python for ML engineering.
  • Experience with data preprocessing techniques such as scaling, encoding, and imputation.
  • Hands-on experience with Google Cloud Storage and Vertex AI endpoints.
  • Familiarity with Vertex AI Agent Builder and the Agent Developer Kit (ADK).
  • Experience with MCP (Model Context Protocol) Toolbox and enterprise databases such as BigQuery and Spanner.
  • Knowledge of streaming data pipelines, Dataflow, RunInference API, or Vertex AI endpoints.
  • Familiarity with stateful real-time processing and agentic architectures.
  • Ability to communicate status updates clearly, collaborate proactively, and work in client-facing environments.

Benefits

  • Opportunity for significant career development.
  • Fast-growing, challenging entrepreneurial environment.
  • High degree of individual responsibility.
  • Equal employment opportunity regardless of protected status.

Interested in this position?

Apply directly on the company website

Apply Now

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