机器学习工程师 Databricks-墨西哥
Machine Learning Engineer Databricks - Mexico
🚀 加入我们的远程数据产品与机器学习初创公司！ 🚀
在 Muttdata，我们构建创新的数据产品和机器学习解决方案，帮助公司解决复杂的业务挑战。作为一家快速发展的远程优先初创公司，我们对技术、协作和持续学习充满热情。
这个机会是与位于墨西哥城的一家领先的跨国饮料公司合作的。
我们正在寻找一名机器学习工程师加入我们的团队，为一家位于墨西哥的大型跨国饮料公司开展高影响力项目 🐶🚀。
🚀 我们所做的
- 利用我们的专业知识，构建现代的机器学习系统，用于需求计划和预算预测。
- 开发可扩展的数据基础设施，提升针对每个客户的高层决策能力。
- 提供全面的数据工程和定制AI解决方案，优化基于云的系统。
- 使用生成式AI，帮助电商平台和零售商更快地创建高质量的广告。
- 构建深度学习模型，增强各行业的视觉识别和自动化，提高产品分类、质量控制和信息检索。
- 开发推荐模型，在电商、流媒体和数字平台上个性化用户体验，提升参与度和转化率。
🌟 我们的合作伙伴
- 亚马逊云科技
- Astronomer
- Databricks
🌟 我们的价值观
- 📊 我们是数据极客
- 🤗 我们是开放的团队合作者
- 🚀 我们有主人翁精神
- 🌟 我们保持积极心态
🔍 想了解我们在做什么吗？查看我们的案例研究，深入阅读我们的博客文章，了解更多关于我们的文化和我们正在进行的令人兴奋的项目！ 🚀
职责 🤓
- 在 Databricks Jobs 上编排生产流水线，通过 depends_on 链接任务并管理失败模式（ALL_SUCCESS / ALL_DONE）
- 通过 Databricks Asset Bundles (DABs) 配置和维护部署，将部署从开发 → 测试 → 生产环境进行推广，每个国家都有资源/部署文件。
- 管理 MLflow + Unity Catalog 中模型和工件的生命周期（注册、版本控制、冠军/挑战者别名、回滚）。
- 确保运营连续性：跨工作区管理计算资源，标准化成本监控标签（FinOps），并与 AIOps/可观测性集成。
- 掌握产品的全流程，以诊断运行时事件并协调与开发小组的沟通。
所需技能 💻
- 在 Databricks 上有实际经验编排数据/ML 流水线（Jobs,
查看英文原文
🚀 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
- 📊 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 case studies and dive into our blog post 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.
🎁 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
Originally posted on Himalayas