Remote Applied AI Engineer: Production AI & RAG

Inviso Corporation; Northern (KY); Hybrid; USD 127,000 - 195,000; Full time

Benefits offered by this job

Medical insurance

Dental insurance

Vision insurance

401(k) with company match

Annual training reimbursement

Paid time off

Job summary

Inviso Corporation is seeking a remote Applied AI Engineer to support a client-facing delivery team and build enterprise AI capabilities that operate in production environments. You will ship production-ready AI features, including agent runtimes, model routing, and guardrails, while collaborating with product and engineering teams.

The role emphasizes turning prototypes into monitored, measurable production systems with rigorous evaluation, cost awareness, and safety.

Qualifications

• Experience shipping software backed by LLMs, ML models, RAG systems, or agentic workflows to real production users.
• Experience designing or implementing agent runtime, orchestration, model routing, tool/function calling, or AI workflow patterns.
• Strong understanding of RAG, grounding, retrieval quality, prompt design, context management, and evaluation approaches.
• Experience building evaluation harnesses, golden sets, regression checks, quality gates, or measurable AI performance frameworks.
• Ability to treat cost, latency, reliability, and safety as first-class engineering constraints.
• Experience building guardrails and controls for AI systems, including untrusted retrieved content, tool output risk, and failure modes.
• Experience monitoring production AI behavior and improving systems based on evidence, not opinion.
• Strong software engineering skills and ability to collaborate with backend, platform, product, and security teams.
• Strong communication and collaboration skills for client-facing consulting environments.
• Pragmatic mindset with the ability to prioritize business value and ship useful AI capabilities quickly and responsibly.

Responsibilities

• Build and operate AI capabilities across an enterprise platform, including agent runtimes, model routing, RAG, tool/function calling, guardrails, evaluation, monitoring, cost management, latency optimization, and production quality controls.
• Focus on shipping AI that works in production, not demos, moving from prototype to monitored systems.
• Collaborate with product and engineering teams to decide when AI is the right solution and when it is not.
• Travel may be required due to client needs.
• Partner with client teams to deliver reliable, measurable AI capabilities in real-world workflows.

Skills

LLM production

Agent runtimes

RAG systems

Prompt design

Evaluation frameworks

Cost & latency

Guardrails

Production AI monitoring

Software engineering

Client-facing consulting

Tools

Claude

GPT

Azure OpenAI

Open-source models

Model routing

AI tool calling

Job description

Inviso Corporation is seeking a remote Applied AI Engineer to support a client-facing delivery team and build enterprise AI capabilities that operate in production environments. You will ship production-ready AI features, including agent runtimes, model routing, and guardrails, while collaborating with product and engineering teams.

The role emphasizes turning prototypes into monitored, measurable production systems with rigorous evaluation, cost awareness, and safety.