Production AI Systems Engineer (Client-Embedded)

Elios AI; Los Angeles (CA); On-site; USD 150,000 - 230,000; Full time

Job summary

Elios AI is hiring Forward Deployed Engineers to design and deploy production AI systems in real-world client environments. You will translate ambiguous business problems into scalable technical solutions that integrate LLMs, data platforms, and operational workflows.

You’ll work directly with stakeholders to ship production systems, build agent-based workflows, and optimize end-to-end data pipelines using Python/TypeScript, Docker, Kubernetes, and cloud platforms.

Qualifications

• 3–8+ years of software engineering experience.
• Proficient in Python and/or TypeScript.
• Experience building distributed systems and data-intensive applications.
• Hands-on experience with AI/LLM integration and evaluation.

Responsibilities

• Design and deploy production AI systems for client environments.
• Develop agent-based workflows and tool integration.
• Build scalable backend services and APIs (Python, TypeScript).
• Architect data pipelines and data models across sources.
• Collaborate with stakeholders to translate business problems into technical solutions.

Skills

Python

TypeScript

Distributed systems

APIs

Data pipelines

Docker

Kubernetes

CI/CD

LLM integration

LangChain

Tools

Airflow

Kafka

Snowflake

Databricks

Postgres

Job description

Elios AI is hiring Forward Deployed Engineers to design and deploy production AI systems in real-world client environments. You will translate ambiguous business problems into scalable technical solutions that integrate LLMs, data platforms, and operational workflows.

You’ll work directly with stakeholders to ship production systems, build agent-based workflows, and optimize end-to-end data pipelines using Python/TypeScript, Docker, Kubernetes, and cloud platforms.