Machine Learning Engineer Databricks - Mexico
muttdata· Operations
About this role
🚀 Join Our Remote Data Products & Machine Learning Startup! 🚀
At Muttdata, we build innovative Data Products and Machine Learning solutions that help companies solve complex business challenges. As a fast-growing, remote-first startup, we're passionate about technology, collaboration, and continuous learning.
This opportunity is with a leading multinational beverage company based in Mexico City.
We are looking for a Machine Learning Engineer to join our team and work on high-impact projects for a major multinational beverage company based in Mexico 🐶🚀.
🚀 What We Do
- Leveraging our expertise, we build modern Machine Learning systems for demand planning and budget forecasting.
- Developing scalable data infrastructures, we enhance high-level decision-making, tailored to each client.
- Offering comprehensive Data Engineering and custom AI solutions, we optimize cloud-based systems.
- Using Generative AI, we help e-commerce platforms and retailers create higher-quality ads, faster.
- Building deep learning models, we enhance visual recognition and automation for various industries, improving product categorization, quality control, and information retrieval.
- Developing recommendation models, we personalize user experiences in e-commerce, streaming, and digital platforms, driving engagement and conversions.
🌟 Our Partnerships
- Amazon Web Services
- Astronomer
- Databricks
🌟 Our Values
Responsibilities 🤓
- Orchestrate production pipelines on Databricks Jobs, chaining tasks via depends_on and managing failure modes (ALL_SUCCESS / ALL_DONE)
- Configure and maintain deployments via Databricks Asset Bundles (DABs), promoting across dev → qa → prd targets, with resource/deployment files per country.
- Manage the lifecycle of models and artifacts in MLflow + Unity Catalog (registration, versioning, Champion/Challenger aliases, rollback).
- Ensure operational continuity: manage compute across workspaces, standardize cost-monitoring tags (FinOps), and integrate with AIOps/observability.
- Master the product end-to-end to diagnose runtime incidents and coordinate with development squads.
Required Skills 💻
- Proven experience orchestrating data/ML pipelines on Databricks (Jobs, Workflows, cluster policies).
- Solid CI/CD experience (Azure DevOps, gitflow, PRs), IaC with DABs, and code quality standards (black, isort, mypy).
- Advanced Python, SQL, Delta / Unity Catalog.
🎁 Perks
- Remote-first culture – work from anywhere! 🌍
- AWS, DBT, Google Cloud, Azure & Databricks certifications fully covered
- In-Company English Lessons.
- Birthday off + an extra vacation week (Mutt Week! 🏖️)
- Referral bonuses – help us grow the team & get rewarded!
- Maslow: Monthly credits to spend in our benefits marketplace.
- ✈️🏝️ Annual Mutters' Trip – an unforgettable getaway with the team.
- 👶 Monthly Childcare Reimbursement – Because supporting families matters too
Frequently Asked Questions
Is the salary disclosed for the Machine Learning Engineer Databricks - Mexico position at muttdata?
The salary for this Machine Learning Engineer Databricks - Mexico role at muttdata is not publicly listed. Click "Apply Now" to learn more about the compensation package on their official careers page.
Is the Machine Learning Engineer Databricks - Mexico job at muttdata remote?
Yes, this Machine Learning Engineer Databricks - Mexico position at muttdata is remote, with team members based in Mexico. You can work from home or anywhere in the supported regions.
Is the Machine Learning Engineer Databricks - Mexico role at muttdata full-time or part-time?
This is listed as a Remote Latam position. It is posted as a Machine Learning Engineer Databricks - Mexico role in the Operations department at muttdata.
Which team or department does the Machine Learning Engineer Databricks - Mexico at muttdata belong to?
This Machine Learning Engineer Databricks - Mexico position is part of the Operations department at muttdata. See the full job description for more information about the team structure and responsibilities.
How do I apply for the Machine Learning Engineer Databricks - Mexico position at muttdata?
Click the "Apply Now" button on this page. You will be redirected to muttdata's official application portal hosted on lever where you can submit your application directly.
When was the Machine Learning Engineer Databricks - Mexico job at muttdata posted?
This Machine Learning Engineer Databricks - Mexico position at muttdata was posted on Oct 1, 2026. Apply as soon as possible — early applications are often reviewed first.
Machine Learning Engineer Databricks - Mexico
muttdata
You'll be redirected to muttdata's official application page on Lever.