数据工程师资深 - Databricks - Eng
Data Engineer Senior - Databricks - Eng
🚀 加入我们的数据产品和机器学习开发远程初创公司！ 🚀
Mutt Data 是一家致力于使用前沿大数据和机器学习技术打造创新系统的动态初创公司。
我们正在寻找一名高级数据工程师，帮助我们将专业能力提升到新的高度。如果你也像我们一样是个数据爱好者，我们很期待与你联系！ 🐶🚀
🚀 我们所做的
- 利用我们的专业知识，为需求规划和预算预测构建现代机器学习系统。
- 开发可扩展的数据基础设施，根据每个客户的需求增强高层决策。
- 提供全面的数据工程和定制AI解决方案，优化云基系统。
- 使用生成式AI，帮助电商和零售平台更快地创建高质量广告。
- 构建深度学习模型，增强不同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
- 亚马逊网络服务
- Astronomer
- Databricks
🌟 我们的价值观
- 📊 我们是数据爱好者
- 🤗 我们是开放的团队合作者
- 🚀 我们有主人翁精神
- 🌟 我们有积极的心态
🔍 对我们正在做的事情感到好奇吗？查看我们的案例研究，并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 🤓
- 与团队共同开发批处理和流式处理管道、语义模型和转换，使用 Databricks（Python/Spark）。
- 定义并维护每个数据产品的数据契约、质量规则和数据 SLO。
- 指导领域团队进行数据建模和数据产品边界定义（哪些内容属于哪个产品/领域）。
- 对领域工程师/分析师进行培训、指导和配对，帮助他们理解数据产品所有权和良好的工程实践。
- 收集来自各领域的反馈和最佳实践，并将改进意见反馈到平台模板、工具和模式中。
所需技能 💻
- 具有数据工程经验，包括构建和优化数据管道。
- 有使用 Databricks、Python 和 Spark 构建批处理和流式处理的经验。
- 中等水平的英语能力。
- 熟悉 BI 可视化工具，如 Looker 或 Tableau。
🎁 福利
- 远程优先文化 – 可以在任何地方工作！ 🌍
- AWS、DBT、Google Cloud、Azure 和 Databricks 认证
查看英文原文
🚀 Join Our Data Products and Machine Learning Development Remote Startup! 🚀
Mutt Data is a dynamic startup committed to crafting innovative systems using cutting-edge Big Data and Machine Learning technologies.
We’re looking for a Data Engineer Senior to help take our expertise to the next level. If you consider yourself a data nerd like us, we’d love to connect! 🐶🚀
🚀 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 🤓
- Co-develops batch and streaming pipelines, semantic models, and transformations
- on Databricks (Python/Spark).
- Defines and maintains data contracts, quality rules, and data SLOs for each data
- product.
- Guides domain teams on data modeling and data product boundaries (what
- belongs to which product/domain).
- Trains, mentors and pairs with domain engineers/analysts on data product
- ownership and good engineering practices.
- Captures feedback and best practices from domains and feeds improvements back
- into platform templates, tooling, and patterns.
Required Skills 💻
- Experience in Data Engineering, including building and optimizing data pipelines.
- Experience working with Databricks, Python, and Spark, building batch and streaming.
- Intermediate level of English.
- Familiarity with a BI visualization tool like Looker or Tableau.
🎁 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