Enterprise AI Solutions Engineer (Forward Deployed)

Invovia; Frisco (TX); On-site; USD 180,000 - 240,000; Full time

Job summary

Invovia is seeking an experienced Forward Deployed Engineer to bridge AI, software engineering, and customer success. You will embed with enterprise teams, prototype quickly, and deliver production-grade AI solutions aligned to business outcomes.

You will own end-to-end delivery from discovery to deployment, working across AI applications, data pipelines, and cloud platforms, while mentoring peers and shaping engineering practices in a fast-growing organization.

Qualifications

• 6+ years of professional software engineering experience building and deploying production applications.
• Proven experience owning complex technical projects from concept through production with minimal supervision.
• Demonstrated success working directly with enterprise customers in solution delivery or consulting-oriented engineering roles.

Responsibilities

• Partner closely with internal teams and enterprise customers to understand business workflows, operational challenges, and strategic objectives.
• Translate customer requirements into scalable AI-powered software solutions that deliver measurable business value.
• Serve as the primary technical advisor throughout solution delivery, building trusted relationships with customer stakeholders.
• Design, develop, and deploy production-grade agentic AI applications, including voice agents, chat agents, AI copilots, and workflow automation solutions.
• Build Retrieval-Augmented Generation (RAG) pipelines, prompt orchestration frameworks, and multi-agent systems tailored to customer-specific use cases.
• Develop robust prompt engineering strategies and evaluation frameworks to ensure accuracy, reliability, and performance of AI systems.
• Rapidly prototype proof-of-concepts, incorporate customer feedback, and transition successful solutions into production on an iterative delivery cycle.
• Integrate AI applications with enterprise data sources, APIs, third-party platforms, and business applications.
• Build and maintain scalable data ingestion pipelines to prepare structured and unstructured data for AI workloads.
• Navigate complex enterprise environments involving heterogeneous systems and legacy integrations.
• Own the complete deployment lifecycle, including implementation, monitoring, optimization, and ongoing support.
• Continuously improve solution reliability, scalability, latency, and user adoption after deployment.
• Troubleshoot production issues and implement long-term improvements to enhance customer success.
• Partner with Product and Engineering teams to communicate recurring customer challenges and influence product roadmap decisions.
• Establish engineering best practices, reusable frameworks, deployment playbooks, and operational standards for the Forward Deployed Engineering function.
• Mentor junior engineers and contribute to building a high-performing engineering culture.

Skills

Python

LLM-powered applications

Prompt Engineering

RAG pipelines

Agentic AI

Multi-agent systems

AI evaluation

REST APIs

Cloud platforms

CI/CD

Tools

LangChain

LlamaIndex

Snowflake

Databricks

Docker

AWS

Azure

Google Cloud Platform

Pinecone

Milvus

pgvector

Job description

Invovia is seeking an experienced Forward Deployed Engineer to bridge AI, software engineering, and customer success. You will embed with enterprise teams, prototype quickly, and deliver production-grade AI solutions aligned to business outcomes.

You will own end-to-end delivery from discovery to deployment, working across AI applications, data pipelines, and cloud platforms, while mentoring peers and shaping engineering practices in a fast-growing organization.