ML Ops – Production Engineer

ENT

ML Ops/Production Engineer focused on scientific computing and data processing AI systems optimization. Innovating frameworks for fast experimentation, training/validating models, and managing production systems.

Posted 8/1/2026full-timeRemote • 🏈 Anywhere in North AmericaMid-LevelSeniorWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in building production-grade distributed systems for processing large datasets, with a strong focus on machine learning and artificial intelligence. Capable of innovating around frameworks for fast experimentation and managing data effectively.

Highest-signal resume keywords

Production Grade Distributed SystemsMachine LearningArtificial IntelligenceLarge Datasets ProcessingCI/CD

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Model TrainingModel ValidationSystem DesignSoftware DevelopmentData Management

Soft Skills

AdaptabilityProblem Solving

Industry Keywords

Fast ExperimentationAmbiguous RequirementsResults Delivery

Tech Stack

Tools & technologies

Distributed Systems

About the role

Key responsibilities & impact

Innovating around frameworks that enable fast experimentation with large datasets, training/validating models and CI/CDs.
Development of production systems and supporting systems such as to enable training/validation of new models, management of data etc.

Requirements

What you’ll need

Experience with building production grade distributed systems involved in processing large datasets, ML/AI, LLMs.
Comfortable with designing/building systems with ambiguous requirements, anticipating changes or expansion.
Delivered results (software) in academic/industry settings

Benefits

Comp & perks

Distributed workplace. While we have positions we hire for in our SF office, we also hire remotely across North America.
Own a piece of the journey. Every teammate gets meaningful equity on top of their salary.
We’ve got you covered. Generally, we pay 90% of your medical, dental, and vision is paid by Ent. We also cover 75% for your dependents.
Take the time you need. Our flexible PTO lets you recharge, travel, or just take a breather.
Family matters. 14 weeks of fully paid parental leave (birth, adoption, or foster)!
Live well. A $100 monthly lifestyle account to spend on what keeps you healthy and happy — fitness, wellness, learning, and more.
Set up your space. A $500 home office stipend when you join as a remote employee.