Senior ML Engineer: Remote, Agentic AI & Scalable Systems

Revionics, Inc.; Austin (TX); Hybrid; USD 120,000 - 170,000; Full time

Job summary

Revionics is seeking a Senior ML Engineer in Austin to design, build and scale end-to-end AI/ML systems for agentic capabilities and A2A protocols. You will work with data scientists and engineers to prototype, productionize, and deploy forecasting and optimization models that serve global retailers.

The role emphasizes full lifecycle ownership—from research and prototyping to production deployment and monitoring—while focusing on security, performance, and robust software engineering practices.

Qualifications

• Bachelor's or Master's in a STEM field with strong CS foundation.
• Proficiency in Python, SQL and agentic frameworks; cloud experience.
• Experience building scalable AI/ML systems in production environments.
• Familiarity with LLM-based development and CI/CD practices.

Responsibilities

• Design, build, deploy, and evolve end-to-end AI/ML systems.
• Develop agentic capabilities and A2A protocol for scaling.
• Collaborate with data scientists and engineers to productionize models.
• Own full feature lifecycle from research to production and support.

Skills

Python

SQL

LangChain

ADK

A2A frameworks

GCP

AWS

CI/CD

LLM

Software design

Education

Bachelor's/Master's in STEM

Tools

TensorFlow

PyTorch

JAX

Airflow

Job description

Revionics is seeking a Senior ML Engineer in Austin to design, build and scale end-to-end AI/ML systems for agentic capabilities and A2A protocols. You will work with data scientists and engineers to prototype, productionize, and deploy forecasting and optimization models that serve global retailers.

The role emphasizes full lifecycle ownership—from research and prototyping to production deployment and monitoring—while focusing on security, performance, and robust software engineering practices.