Forward Deployed Engineer, Generative AI (Enterprise)

Tiger Analytics; Dallas (TX); On-site; USD 150,000 - 190,000; Full time

Job summary

Tiger Analytics is seeking an experienced Forward Deployed Engineer (Generative AI) to join its analytics consulting team. The role embeds within customer engineering teams to operationalize LLMs and retrieval systems across AWS, Azure, and GCP, bridging research and production infrastructure.

You will work with cross-functional teams to deliver business value, communicate progress, and drive strategy using analytical insights to solve real-world challenges in enterprise settings.

Qualifications

• Experience with Vertex AI, including Model Garden, Pipelines, and evaluation.
• Strong SQL and Python for ML engineering and data preprocessing.
• Hands-on cloud infra experience with BigQuery, GCS and Vertex AI endpoints.
• Familiarity with multi-agent architectures and agentic toolchains.

Responsibilities

• Drive on-site deployment and integration of Gen AI solutions across client environments.

Skills

Vertex AI

Python for ML

SQL for BigQuery

Data preprocessing

Multi-cloud deployment

Agent frameworks

Vector engines

Tools

Vertex AI Agent Builder

ADK

MCP Toolbox

BigQuery

RunInference API

Vertex AI Endpoints

Job description

Tiger Analytics is seeking an experienced Forward Deployed Engineer (Generative AI) to join its analytics consulting team. The role embeds within customer engineering teams to operationalize LLMs and retrieval systems across AWS, Azure, and GCP, bridging research and production infrastructure.

You will work with cross-functional teams to deliver business value, communicate progress, and drive strategy using analytical insights to solve real-world challenges in enterprise settings.