Generative AI Forward Deployment Engineer (On‑Site)

Jobzhr; New York, Northern (NY, KY); Hybrid; USD 150,000 - 190,000; Full time

Job summary

Tiger Analytics is seeking an experienced Forward Deployment Engineer to drive on-site deployment, integration, and scaling of enterprise Generative AI solutions. You will embed within customer engineering teams to operationalize LLMs and retrieval systems across multi-cloud environments (AWS, Azure, GCP), bridging AI research and production-grade cloud infrastructure.

You will collaborate with cross-functional teams and business partners, shaping current and future strategy while ensuring

Qualifications

• Experience deploying and operating enterprise Gen AI solutions in production.
• Strong SQL (BigQuery) and Python for ML engineering.
• Hands-on with multi-cloud integrations and real-time inference.
• Ability to translate business goals into robust architectures.

Responsibilities

• Deploy, integrate and scale enterprise Generative AI solutions on customer sites.
• Embed within engineering teams to operationalize LLMs and retrieval systems.
• Collaborate with cross-functional teams and communicate project status.

Skills

Vertex AI Mastery

Model Garden

Vertex AI Pipelines

BigQuery SQL

Python for ML

Dataflow

Cloud Infrastructure (GCP)

Communication & Collaboration

Tools

Vertex AI Agent Builder

ADK

MCP Toolbox

BigQuery

Spanner

AlloyDB

RunInference API

Job description

Tiger Analytics is seeking an experienced Forward Deployment Engineer to drive on-site deployment, integration, and scaling of enterprise Generative AI solutions. You will embed within customer engineering teams to operationalize LLMs and retrieval systems across multi-cloud environments (AWS, Azure, GCP), bridging AI research and production-grade cloud infrastructure.

You will collaborate with cross-functional teams and business partners, shaping current and future strategy while ensuring