#7 - Senior Data Scientist & AI - Databricks
加入我们的远程数据产品和机器学习初创公司！在 Muttdata,我们开发出创新的数据产品与机器学习解决方案，帮助企业解决复杂的商业挑战。作为一个快速增长的远程第一家初创公司，我们热衷于技术，合作和持续学习。这个机会是位于墨西哥城的一家领先的跨国饮料公司。我们正在寻找一名数据科学家加入我们的团队。你将成为一个多学科团队的一部分，专注于建立"完美秩序",开发机器学习和人工智能解决方案，这些解决方案可以在9个国家的数十万客户使用的大型 B2B 应用程序中增强数字客户旅程。在这个角色中，你将致力于创新 AI 驱动产品，包括推和定制系统，客户分区，数字行为分析，通知优化以及转变预测模型。你将与产品，工程和商业团队密切合作设计可扩展的数据驱动解决方案，以改善客户参与度，优化用户体验并产生可测量的业务影响。我们所做的 · 利用我们的专业知识，我们构建现代机器学习系统用于需求规划和预算预测。·开发可扩展数据基础设施，我们增强了高层次的决策，适合每个客户。·提供全面的数据工程和定制 AI 解决方案，我们优化基于云的系统。·使用生成人工智能，我们帮助电子商务平台和零售商更快地创建高质量广告。· 建立深度学习模型，我们增强了各种行业的视觉识别和自动化，提高了产品分类，质量控制和信息检索。· 开发推模式，我们个性化了电子商务，流媒体和数字平台中的用户体验，推动了参与和转换。我们的合作伙伴关系 · Amazon Web Services · 天文学家 · 数据 我们的价值观 · 我们是数据狂人 · 🤗 我们是开放团队玩家 · 我们拥有所有权？我们有积极的心态 🔍 想知道我们正在做什么？查看我们的案例研究并潜入博客文章了解更多关于我们的文化和我们正在努力的令人兴奋项目！责任 ·设计，开发和实施机器学习和人工智能解决方案以增强数字客户体验。·构建和优化推
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🚀 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 Data Scientist to join our team 🐶🚀. You'll be part of a multidisciplinary team focused on building the "Perfect Order", developing Machine Learning and Artificial Intelligence solutions that enhance the digital customer journey within a large-scale B2B application used by hundreds of thousands of customers across 9 countries.
In this role, you'll work on innovative AI-driven products, including recommendation and personalization systems, customer segmentation, digital behavior analysis, notification optimization, and churn prediction models.
You'll collaborate closely with Product, Engineering, and Business teams to design scalable, data-driven solutions that improve customer engagement, optimize user experiences, and generate measurable business impact.
🚀 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, develop, and implement Machine Learning and AI solutions to enhance the digital customer experience.
- Build and optimize recommendation and personalization models to deliver relevant products, content, and actions to users.
- Develop customer segmentation and behavioral analysis models to better understand user preferences and interactions.
- Design predictive models for customer churn detection and prevention.
- Work on notification orchestration and prioritization models to optimize customer engagement throughout the digital journey.
- Perform Exploratory Data Analysis (EDA), statistical analysis, and feature engineering to identify patterns and opportunities.
- Develop scalable Machine Learning solutions capable of processing large volumes of data across multiple markets.
- Collaborate with cross-functional teams to translate business challenges into Machine Learning and AI solutions.
- Evaluate model performance, validate results, and continuously improve predictive accuracy and business impact.
- Communicate insights, model outcomes, and actionable recommendations to technical and non-technical stakeholders.
Required Skills 🚀
- Hands-on experience developing and implementing Machine Learning and Artificial Intelligence solutions.
- Strong proficiency in Python and SQL.
- Solid knowledge of statistics, Exploratory Data Analysis (EDA), and feature engineering.
- Strong understanding of Machine Learning algorithms, predictive modeling, and statistical techniques.
- Experience working with recommendation systems, personalization, customer segmentation, digital behavior analysis, churn prediction, or similar use cases.
- Experience developing scalable Machine Learning and AI solutions.
- Familiarity with Databricks and Apache Spark.
- Ability to analyze complex datasets and translate findings into actionable business insights.
- Strong analytical thinking, problem-solving, and communication skills.
- Ability to collaborate effectively with multidisciplinary teams and communicate technical results to business stakeholders.
Nice to Have 😉
- Experience working with Large Language Models (LLMs).
- Knowledge of AI agents and agentic systems.
- Familiarity with MLOps practices and tools.
- Experience deploying and maintaining Machine Learning and AI models in production environments.
- Knowledge of job orchestration, compute resources, model deployment, monitoring, and maintenance.
- Experience working with event data, user tracking, and application tagging.
- Experience collaborating closely with Product, Engineering, and Business teams to develop data-driven products.
🎁 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: Monthly credits to spend in our benefits marketplace.
- ✈️🏝️ Annual Mutters' Trip – an unforgettable getaway with the team!