ML Engineer – AI-Native Systems, Forecasting

Ando

ML Engineer designing, developing, and deploying machine learning systems for demand forecasting and labor optimization at Ando. Collaborating closely with Product, Engineering, and Operations to integrate ML into core workflows.

Posted 6/24/2026full-timeRemote • 🇺🇸 United StatesMid-LevelSeniorWebsite

About the role

Key responsibilities & impact

You will own the design, development, and production deployment of Ando’s machine learning systems, including demand forecasting, labor allocation intelligence, and LLM-powered workflows.
This is a production ML role. You will work across the full data and ML lifecycle - from ingesting inconsistent real-world data to building reliable, continuously improving systems in production.
You will operate with high autonomy, make pragmatic modeling decisions, and build systems that directly impact real-world outcomes for businesses and workers.
This role is designed as a foundational technical leadership position, with meaningful influence over data architecture, model strategy, and system reliability.
Collaborate closely with Product, Engineering, and Operations to integrate ML into core workflows.

Requirements

What you’ll need

5–10+ years of experience in machine learning, data science, or applied AI roles
Proven experience shipping ML systems into production environments
Strong experience working with real-world, imperfect datasets in mid-maturity or scaling organizations
Deep understanding of the full data stack, including ingestion, warehousing, feature engineering, and model serving
Experience designing and operating ML pipelines and workflows in production
Hands-on experience with LLM systems, including RAG, prompt design, and evaluation frameworks
Strong foundation in statistics, experimentation, and model evaluation
Experience with monitoring, observability, and model performance tracking over time
Ability to operate with high ownership, ambiguity, and minimal process overhead
Strong communication skills, with the ability to translate technical decisions into business impact.

Benefits

Comp & perks

Health insurance
Remote work options

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills & Tools

machine learningdata scienceapplied AIML systemsdata ingestiondata warehousingfeature engineeringmodel servingLLM systemsstatistics

Soft Skills

technical leadershippragmatic modeling decisionshigh ownershipambiguity managementstrong communication