Senior AI Solutions Engineer - Forward Deployed (Remote)

International Business Machines Corporation; Detroit (MI); Remote; USD 150,000 - 210,000; Full time

Job summary

IBM Consulting is seeking a Forward Deployed Engineer - AI with 8-12+ years of AI/ML experience to work directly with clients across industries. You will design, prototype, and deploy GenAI, RAG, and agentic AI applications using LangGraph, CrewAI, and cloud platforms.

The role emphasizes production-grade engineering, data integration, MLOps, and measurable business impact, with opportunities to scale solutions and develop reusable assets for future engagements.

Qualifications

• Identify AI use cases with client teams and define success metrics.
• Build and deploy GenAI, RAG, and agentic AI apps using LangGraph, CrewAI, and cloud platforms.
• Design and implement LLM-powered agents, tool use, orchestration, and evaluation.
• Prepare data and integrate AI with enterprise systems.
• Apply MLOps/LLMOps, testing, monitoring, and responsible AI practices.
• Present insights, drive adoption, and create reusable assets for future engagements.

Responsibilities

• Identify AI use cases with client teams and define success metrics.
• Build and deploy GenAI, RAG, and agentic AI apps using LangGraph, CrewAI, and cloud platforms.
• Design and implement LLM-powered agents, tool use, orchestration, prompts, and evaluation.
• Prepare data and integrate AI with enterprise systems.
• Apply MLOps/LLMOps, testing, monitoring, and responsible AI practices.
• Present insights, drive adoption, and create reusable assets for future engagements.

Skills

AI/ML engineering

Python

SQL

GenAI

LLMs

RAG

Agentic AI

LangGraph

CrewAI

LangChain

AWS Bedrock

Azure Vertex AI

Google Vertex AI

Docker

Kubernetes

APIs

REST/FastAPI

Data engineering

MLOps

Communication

Education

Bachelor’s degree in Computer Science, Engineering, Data Science, or a related field

Master’s or PhD in a technical or quantitative field

Tools

LangGraph

CrewAI

LangChain

Vertex AI

Azure AI Foundry

Bedrock

Elasticsearch

Milvus

Pinecone

Docker

Kubernetes

Job description

IBM Consulting is seeking a Forward Deployed Engineer - AI with 8-12+ years of AI/ML experience to work directly with clients across industries. You will design, prototype, and deploy GenAI, RAG, and agentic AI applications using LangGraph, CrewAI, and cloud platforms.

The role emphasizes production-grade engineering, data integration, MLOps, and measurable business impact, with opportunities to scale solutions and develop reusable assets for future engagements.