---
title: '#2 - Senior Machine Learning Engineer - Databricks at Muttdata'
canonical: 'https://feeny.ai/job/2-senior-machine-learning-engineer-databricks-muttdata-ciudad-de-vd8pbaqvkn46'
type: 'job'
last_seen: '2026-10-17'
---

# #2 - Senior Machine Learning Engineer - Databricks at Muttdata

- **Company:** Muttdata
- **Location:** Ciudad de, Mexico
- **Work type:** remote
- **Posted:** 2026-10-07
- **Last confirmed live:** 2026-10-17
- **Apply:** https://jobs.lever.co/muttdata/1e4c0ef8-c6ec-400f-9e76-50d06779a3a4

## Job description

🚀 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 Senior to join our team 🐶🚀. You'll own the deployment, job configuration, and end-to-end operation of our AI Factory products, making sure the full pipeline — from data generation to publishing results to operations — runs reliably, observably, and scalably across countries. This role works closely with development squads and platform teams, diagnosing runtime incidents and keeping production pipelines healthy across environments. Strong ownership, operational rigor, and end-to-end product knowledge 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
- Databricks

🌟 Our Values

- 📊 We are Data Nerds
- 🤗 We are Open Team Players
- 🚀 We Take Ownership
- 🌟 We Have a Positive Mindset

🔍 Curious about what we’re up to? Check out [our](https://blog.muttdata.ai/tag/Case%20Studies/1) case studies and dive into our[blog post](https://blog.muttdata.ai/) to learn more about our culture and the exciting projects we’re working on! 🚀

## 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.

## Nice to Have 😉

- Experience with multi-country schemas, drift/cost monitoring, and deployment automation.
- Experience developing AI agents / agentic infrastructure (e.g. Mosaic AI Agent Framework, agent orchestration, MCP).
- Currently based in Mexico or a location within a similar time zone, allowing for strong overlap with Mexico working hours.

🎁 Perks

- Remote-first culture – work from anywhere! 🌍
- AWS, DBT, Google Cloud, Azure & Databricks certifications fully covered
- Birthday off + an extra vacation week (Mutt Week! 🏖️)
- Referral bonuses – help us grow the team & get rewarded!
- [Maslow](https://maslow.hr/): Monthly credits to spend in our benefits marketplace.
- ✈️🏝️[Annual Mutters' Trip](https://www.youtube.com/watch?v=dq1x2krHGb8&t=2s) – an unforgettable getaway with the team!

## About Muttdata

## Company Overview
- **One-liner**: Muttdata is an AI and data consulting firm that helps enterprises build scalable data platforms, AI applications, and martech solutions.
- **Entity Type**: Private (Privately Held)
- **Headquarters**: Buenos Aires, Argentina
- **Founded**: 2018
- **Founders**: Not publicly available

## Core Business
- **Primary industry/industries**: IT Services and IT Consulting, with a focus on Data & AI, Martech, and Adtech solutions.
- **Target customers**: B2B, enterprise clients in retail, ecommerce, CPG, financial services, telecom, healthcare, and gaming.
- **Mission or purpose statement**: “We craft AI and data-driven technology with precision and empathy, transforming complexity into scalable solutions that deliver smarter business outcomes.” [muttdata.ai/about-us](https://www.muttdata.ai/about-us)

## Products & Services
Muttdata delivers a range of service offerings rather than standalone products. Major capabilities include:
- **Data Solutions**: Modern Data Stack, Customer Data Platform, Data Clean Rooms, Identity Resolution.
- **Custom Models**: Tailored machine learning models for specific business needs.
- **Measurement & Attribution**: Single source of truth, Data-Driven Multi-Touch Attribution (MTA), Marketing Mix Modeling (MMM), Lift measurement.
- **Paid Media Optimization**: Cross-channel optimization, AI-fueled forecasts and recommendations.
- **Own Media Personalization**: Gen-AI-driven personalized messages for organic growth and retention.
- **Gen AI Applications**: Fashion Model Generation, Virtual Try On, Localized Tailored Ads.
- **Data Infrastructure**: Data Warehouses & Lakes, DataOps, Real-Time Insights with OLAP & Streaming.
- **Data Engineering**: Data Quality and Integration, Customer 360 Platforms, Compliance & PII Protection.
- **AI Applications**: Balance Reconciliation (AI for suspicious activity), Credit Scoring (lower first-payment default rates).

## Market Standing
- **Valuation**: Not disclosed
- **Key Metric**: 171 employees (as of 2026, +13.9% YoY), 300+ projects successfully deployed [linkedin.com](https://ar.linkedin.com/company/mutt-data)
- **Notable Clients**: Mercado Libre, Clip, Claro, Rappi, Galicia, Mabe, Ripley, BCP, Forus, MODO, Social Learning, ClassDojo, RapidSoS, InConcert, Connecture, Sirum [linkedin.com](https://ar.linkedin.com/company/mutt-data)
- **Notable Partners**: AWS (Advanced Consulting Partner, sole SOLA partner with Advertising and Marketing Technologies Competency, Machine Learning Consulting Competency), Databricks (Select Tier partner, AI Enterprise Partner of the Year 2025, 90+ certified experts) [muttdata.ai](https://www.muttdata.ai/)
- **Growth Signals**: Headcount growth of 13.9% YoY, recognition as Databricks LATAM AI Enterprise Partner of the Year, expansion into US market, and active hiring for roles like Agentic AI DevOps Specialist.

## Competitive Advantages
- Deep, certified expertise in both AWS and Databricks ecosystems, rare in the LATAM region.
- Full-stack Data/ML team with 10+ years of experience across industries.
- Rapid delivery model (tangible results within weeks) using Agile Pods.
- Strong track record with major Latin American enterprises and global tech companies.

## Strategic Focus
- Expanding AI and data-driven solutions for enterprise clients, with a growing emphasis on agentic AI, generative AI personalization, and advanced attribution.
- Building out capabilities in real-time data infrastructure and compliance.
- Scaling the team across LATAM and the US while maintaining a remote-first culture.

## Why Work Here
- **Remote-first culture**: “Remote since before it was cool” – fully remote positions available, with a focus on outcome rather than hours. [muttdata.ai/culture](https://www.muttdata.ai/culture)
- **Perks**: AWS & Databricks certifications fully covered; birthday off; an extra vacation week (“Mutt Week”).
- **Culture**: Collaborative, curious, ownership-driven. High employer rating of 4.6/5.0 on LinkedIn (71 reviews), with strong scores in Culture (4.7) and Career (4.6). [linkedin.com](https://ar.linkedin.com/company/mutt-data)
- **Open roles**: Agentic AI DevOps Specialist, Data Analytics Senior (Remote – Argentina), Data Engineer Lead – Databricks – Eng (Remote – LatAm). [jobs.lever.co/muttdata](https://jobs.lever.co/muttdata)

## Sources
1. [muttdata.ai](https://www.muttdata.ai/)
2. [muttdata.ai/about-us](https://www.muttdata.ai/about-us)
3. [muttdata.ai/culture](https://www.muttdata.ai/culture)
4. [jobs.lever.co/muttdata](https://jobs.lever.co/muttdata)
5. [linkedin.com](https://ar.linkedin.com/company/mutt-data)

## Other roles at Muttdata

- [Martech Specialist](https://feeny.ai/job/martech-specialist-muttdata-buenos-aires-3nkhnba8yt1c) — Buenos Aires, Argentina
- [Machine Learning / AI Engineer Lead - Databricks - Eng](https://feeny.ai/job/machine-learning-ai-engineer-lead-databricks-eng-muttdata-argentina-dj02hjsc3me5) — Argentina
- [Machine Learning / AI Engineer Senior - Databricks - Eng](https://feeny.ai/job/machine-learning-ai-engineer-senior-databricks-eng-muttdata-argentina-w5c4ycfj1xam) — Argentina
- [Accounting Analyst](https://feeny.ai/job/accounting-analyst-muttdata-buenos-aires-j8shkds8624d) — Buenos Aires, Argentina
- [#10 Backend Platform Engineer Senior (Python/FastAPI)](https://feeny.ai/job/10-backend-platform-engineer-senior-python-fastapi-muttdata-buenos-aires-f0chgtwpmb04) — Buenos Aires, Argentina
- [#9 AI Backend Engineer Senior](https://feeny.ai/job/9-ai-backend-engineer-senior-muttdata-buenos-aires-06cqwbtwt03t) — Buenos Aires, Argentina
- [#5 - Data Scientist Semi Senior -  Causal Inference](https://feeny.ai/job/5-data-scientist-semi-senior-causal-inference-muttdata-remote-v9ka812eysja)
- [#12 Data Governance & Platform Lead](https://feeny.ai/job/12-data-governance-platform-lead-muttdata-buenos-aires-m5ctqct4kakf) — Buenos Aires, Argentina
- [Machine Learning Engineer Databricks - Mexico](https://feeny.ai/job/machine-learning-engineer-databricks-mexico-muttdata-mexico-g7snqdp6jpy5) — Mexico
- [Data Engineer Databricks - Mexico](https://feeny.ai/job/data-engineer-databricks-mexico-muttdata-mexico-6a2x085yjzw9) — Mexico