机器学习工程师
Machine Learning Engineer
## **Hang 正在为品牌打造忠诚度的未来。**
[Hang](https://www.hang.xyz/) 是下一代品牌忠诚度与会员平台。通过利用个性化、游戏化和其集成生态系统的力量，Hang 为品牌客户提供了一种全新的忠诚度体验。
目前，他们与多种大型品牌（如 Ulta Beauty、Budweiser、Flipkart 等）以及多家知名且正在崛起的餐饮连锁店（如 Boba Guys、Roam Artisan Burger 和 Williamsburg Pizza 等）合作。
Hang 拥有多年在忠诚度、游戏设计和金融领域的深厚经验，员工来自谷歌、亚马逊、苹果、Meta、领英、Coinbase、Square 和高盛等领先公司。
去年夏天，Hang 获得了 Paradigm 领投的 1600 万美元 A 轮融资，Tiger Global、霍华德·舒尔茨、凯文·杜兰特、Mr. Beast 以及 Warby Parker、Allbirds 和 Bombas 的创始人等也参与了投资。
## **职位描述**
我们正在寻找一位技能娴熟且富有创新精神的机器学习工程师加入我们的团队。该职位将负责实施和开发机器学习模型，以提升我们平台的功能，对产品开发做出关键贡献，并推动数据驱动的决策。
## **你将负责**
- **模型开发：** 设计、构建并部署机器学习模型，以改进我们平台的各个方面，包括客户个性化、预测分析和自动化决策。
- **数据分析：** 分析大规模数据集以识别趋势和模式，并利用这些信息来指导模型开发和业务策略。
- **算法优化：** 持续测试和优化算法，以提高准确性和效率。
- **协作开发：** 与软件工程师、数据科学家和产品经理紧密合作，将 ML 模型集成到我们的平台上，并确保无缝部署。
- **研究与创新：** 跟踪最新的机器学习和 AI 发展，探索可能对 Hang 有益的新技术和方法。
- **技术领导力：** 提供机器学习最佳实践的见解和指导，并为我们的技术战略方向做出贡献。
## **你应具备**
- 计算机科学、工程、数学或相关领域的学士或硕士学位。博士学历优先。
- 5 年以上机器学习和数据相关的工作经验。
查看英文原文
## **Hang is building the future of loyalty for brands.**
[Hang](https://www.hang.xyz/) is the next generation brand loyalty & membership platform. By harnessing the power of personalization, gamification, and its integrations ecosystem, Hang provides brands with a radically new type of loyalty experience for their customers.
Today, they work with a variety of major brands (such as Ulta Beauty, Budweiser, Flipkart, and more), as well as multiple well-known, up-and-coming restaurant chains (Boba Guys, Roam Artisan Burger, and Williamsburg Pizza, among several others).
Hang draws from years of deep expertise in loyalty, game design, and finance with employees from leading companies like Google, Amazon, Apple, Meta, LinkedIn, Coinbase, Square, and Goldman Sachs.
Hang raised a $16 million Series A led by Paradigm last summer, with participation from Tiger Global, Howard Schultz, Kevin Durant, Mr. Beast, and the founders of Warby Parker, Allbirds, and Bombas, among others.
## **About the Role**
We are seeking a skilled and innovative Machine Learning Engineer to join our team. This person will implement and develop machine learning models to enhance our platform's capabilities, making key contributions to our product development, and driving data-driven decision-making.
## **What You’ll Do**
- **Model Development:** Design, build, and deploy machine learning models to improve various aspects of our platform, including customer personalization, predictive analytics, and automated decision-making.
- **Data Analysis:** Analyze large datasets to identify trends and patterns, and use this information to inform model development and business strategies.
- **Algorithm Optimization:** Continuously test and refine algorithms to improve accuracy and efficiency.
- **Collaborative Development:** Work closely with software engineers, data scientists, and product managers to integrate ML models into our platform and ensure seamless deployment.
- **Research and Innovation:** Stay up-to-date with the latest developments in machine learning and AI, and explore new techniques and technologies that could benefit Hang.
- **Technical Leadership:** Provide insights and guidance on best practices in machine learning, and contribute to the strategic direction of our technology.
## **Who You Are**
- Bachelor's or Master’s degree in Computer Science, Engineering, Mathematics, or a related field. A Ph.D. is a plus.
- 5+ years of experience in machine learning and data related roles.
- Proven experience as a Machine Learning Engineer or in a similar role.
- Strong programming skills in Python and familiarity with ML frameworks (like TensorFlow or PyTorch).
- Experience with data processing and data analytics.
- Experience with vector databases, demonstrating proficiency in managing and querying high-dimensional data. Familiarity with popular vector databases like Redis, Milvus, Pinecone, Weaviate, Chroma or Faiss is required.
- Knowledge of machine learning techniques and algorithms, including fine tuning processes and methodology.
- Experience in deploying Large Language Models (LLMs) in production environments, including optimization and scaling considerations.
- Experience with snowflake, Postgres, RDS, Redis and AWS.
- Excellent problem-solving skills and ability to work in a fast-paced environment.
- Strong communication skills and ability to work well in a team.
- Experience with Ruby is a plus.
## **What Would Set You Apart**
- You have a passion for consumer brands and loyalty programs.
## Benefits
- Top-tier health, vision, and dental insurance, including plans with $0 employee cost.
- Unlimited PTO / sick leave
- Competitive salary & equity compensation.
- Quarterly company offsites