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 an AI Engineer to join our team and work on high-impact projects for a major multinational beverage company based in Mexico.In this role, you will build and govern scalable machine learning solutions, ensuring reliable, reusable, and auditable outcomes.
You will work closely with cross-functional teams, turning complex business data into trustworthy, well-governed AI products.
Attention to detail, strong data governance instincts, and a reuse-first mindset are essential to succeed in this fast-paced, collaborative environment.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- DatabricksOur Values- We are Data Nerds- We are Open Team Players- We Take Ownership- We Have a Positive MindsetResponsibilities- Design and engineer robust machine learning features on Databricks to power various AI models and solve complex business challenges.
- Implement features with complete standard metadata (description, keys, lineage, ownership, tags, data lifecycle) and scalable design patterns to maximize reusability across the organization.
- Follow robust deployment pipelines (CI/CD, bundle validation, PRD), oversee job monitoring, and apply FinOps practices to ensure efficient cloud resource usage within the Databricks ecosystem.
- Ensure strict consistency between training and production environments, maintaining a single source of truth for all ML models.Required Skills- Proven hands‐on experience in feature engineering, data engineering, and deploying AI models specifically using Databricks and Unity Catalog.
- Advanced proficiency in SQL and Python; strong background in data governance, data lineage, and data quality frameworks.
- Deep familiarity with naming conventions, metadata standards, and scalable data architecture best practices.Nice to Have Skills- Feature Store certification (Fundamentals / Expert) and experience with financial data.
- Experience developing AI agents / agentic infrastructure (e.G. Mosaic AI Agent Framework, agent orchestration, MCP).
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#J-*****-Ljbffr

📌 Ai Engineer Databricks - Mexico (Xico)
🏢 Muttdata
📍 Xico