Senior Machine Learning Engineer

Revionics, an Aptos Company

Senior ML Engineer designing and developing end-to-end AI & ML systems for Revionics. Collaborating within a skilled team to drive innovative solutions in retail pricing.

Posted 6/26/2026full-timeRemote • Texas • 🇺🇸 United StatesSeniorWebsite

Tech Stack

Tools & technologies

AWSCloudGoogle Cloud PlatformPythonSQL

About the role

Key responsibilities & impact

Designing, building, deploying, and evolving the end-to-end AI & ML systems
Initial focus on agentic capabilities, agent-to-agent (A2A) protocol, demand modeling and forecasting, optimization, product relationships
Building out new features on the Science roadmap
Working on full stack technology, from prototyping to production-ready software
Collaborating with product, engineers, and data scientists to translate ideas into new products, services and features
Exposing and evangelizing the Science team capabilities

Requirements

What you’ll need

Bachelor's/Master’s degree in a STEM field such as computer science
Proficiency in Python, SQL, and agentic frameworks such as ADK or LangChain
Proficiency with agentic development concepts such as Skills, Tools, Callbacks, code execution, token caching, compaction, multi-agent orchestration etc.
Experience exposing agentic systems using MCP or A2A frameworks
Experience working in cloud native environments like GCP (BQ, Cloud run, GKE etc) or AWS
Strong track record of developing and scaling AI/ML systems within software products and production systems
Broader software development skills (backend/frontend, data engineering, APIs, system design, etc.)
Experience building scalable agentic systems in production
Comfort with LLM-based development platforms such as Claude or Codex
Strong algorithmic problem-solving skills and an analytical mindset
Proactively security-conscious mindset
Experience with large scale, high-performance systems and full software development life-cycle experience (CI/CD etc.)
Enjoys tough technical challenges and is naturally intellectually curious
Seeks to drive change and influence others through clear and effective communication.

Benefits

Comp & perks

industry-leading training and development opportunities
inclusive culture
competitive total rewards package
discretionary incentive compensation based on individual achievements

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills & Tools

PythonSQLagentic frameworksADKLangChainMCPA2A frameworkscloud native environmentsGCPAWS

Soft Skills

algorithmic problem-solvinganalytical mindsetsecurity-conscious mindsetintellectual curiosityeffective communicationcollaborationproactive mindsetdriving changeinfluencing othersenjoying technical challenges