GenAI Frontline Engineer: Production LLM & Agentic AI

Tiger Analytics Inc.; Bellevue (WA); On-site; USD 150,000 - 190,000; Full time

Job summary

Tiger Analytics is seeking an experienced Forward Deployed Engineer with Gen AI expertise to join its fast-growing analytics consulting firm. You will partner directly with clients and engineering teams to turn complex business challenges into production-grade GenAI and agentic AI solutions.

You'll design, build, deploy, and scale LLM applications, RAG systems, and AI agents, integrating them with enterprise data and cloud platforms.

Qualifications

• 7+ years in software engineering, application development, ML engineering, or AI engineering.
• Strong Python programming skills.
• Solid grasp of APIs, system design, databases, cloud-native applications, and production deployments.
• JavaScript/TypeScript experience is a plus.
• Proven experience building and deploying end-to-end GenAI and/or Agentic AI solutions.
• Hands-on experience with LLMs - OpenAI, Anthropic Claude, Google Gemini, and open-source models.
• Hands-on experience with RAG, vector databases, embeddings, tool/function calling, and AI agents.
• Experience with agent orchestration, multi-agent systems, or agentic workflows.
• Familiarity with frameworks such as LangGraph, LangChain, LlamaIndex, Google ADK, or similar.
• Working knowledge of MCP, A2A, or similar agent integration protocols.

Responsibilities

• Partner directly with clients to understand complex 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, and scale solutions in production cloud environments.
• Troubleshoot and optimize production systems for performance, scalability, reliability, security, and cost.
• Collaborate closely with architects, ML engineers, developers, and client stakeholders in fast-moving, ambiguous environments.

Skills

Python

APIs

System design

Cloud-native apps

Production deployments

JavaScript/TypeScript

GenAI

RAG

Vector databases

Embeddings

Agentic AI

LLMs

Experience

Education

7+ years experience

Tools

LangGraph

LangChain

LlamaIndex

Google ADK

MCP

A2A

Job description

Tiger Analytics is seeking an experienced Forward Deployed Engineer with Gen AI expertise to join its fast-growing analytics consulting firm. You will partner directly with clients and engineering teams to turn complex business challenges into production-grade GenAI and agentic AI solutions.

You'll design, build, deploy, and scale LLM applications, RAG systems, and AI agents, integrating them with enterprise data and cloud platforms.