AI 工程师 Databricks - 墨西哥
AI 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。
我们正在寻找一名AI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 🐶🚀。
在这个职位中，你将构建和管理可扩展的机器学习解决方案，确保结果可靠、可重用且可审计。你将与跨职能团队紧密合作，将复杂的业务数据转化为值得信赖、良好治理的AI产品。注重细节、具备强大的数据治理意识，并以复用为先的思维模式，是在这个快节奏、协作环境中取得成功的关键。
🚀 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规划和预算预测。
- 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广告。
- 构建深度学习模型，增强各行业的视觉识别和自动化能力，提高产品分类、质量控制和信息检索效果。
- 开发推荐模型，在电商、流媒体和数字平台中个性化用户体验，提升参与度和转化率。
🌟 我们的合作伙伴
- Amazon Web Services
- Astronomer
- Databricks
🌟 我们的价值观
- 📊 我们是数据狂热者
- 🤗 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以及我们正在开展的令人兴奋的项目！ 🚀
职责 🤓
- 在 Databricks 上设计和构建强大的机器学习特征，为各种AI模型提供支持并解决复杂的业务挑战。
- 以完整的标准元数据（描述、键、血缘关系、所有权、标签、数据生命周期）实现功能，并采用可扩展的设计模式，以最大化组织内的可重用性。
- 遵循稳健的部署流程（CI/CD、打包）
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 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
- 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 🤓
- 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