AI Software Engineer

职位名称：高级AI开发工程师

关于我们：

YipitData是一家全球领先的市场研究公司。基于对海量数据的分析，我们精准且详细地回答投资者关于企业业绩表现、运营战略以及当前市场动态等关键问题。

YipitData全球合作客户超过500家，其中包括400+家基金/投资方。亚洲地区已有100+家投资方客户。公司在美国与亚洲均有当地分析师团队，紧跟投资市场，研究覆盖1000+ 公司，横跨电子商务、消费、媒体娱乐等多领域。YipitData高质量的自有数据源获得了市场广泛的认可。YipitData成立于2013年，目前全球团队成员450+位。公司E轮由凯雷领投的4.75亿美金融资，估值超过10亿美金，是目前全美估值前500的未上市独角兽公司之一。公司分布纽约（总部），奥斯汀、迈阿密、丹佛、山景城、西雅图、香港、上海、北京、广州和新加坡。

Yipitdata 在2021年9月与Edison Software, Inc合并。Edison Software是总部位于美国硅谷的移动互联网数据分析公司。公司主要提供Edison Mail和OnMail两个产品服务，为用户提供了多个电子邮件帐户的综合视图。使用自动化模版和人工智能从海量数据中提取邮件中电子收据信息，并通过进一步的数据分析生成报告，为跨国消费品牌、研究公司和金融机构提供分析见解。

工作地点：广州

工作内容：

• 负责新产品线的信息提取，实体映射等数据挖掘相关算法的设计、开发与优化。
• 参与AI算法的工程化落地，包括模型的训练/微调，部署、性能优化和监控。
• 跟踪业界技术前沿，深入理解和应用LLM技术，开发符合业务需求的智能解决方案。
• 与数据分析团队紧密合作，构建高效可靠的数据质量监控平台。
• 与美国西海岸团队密切合作，可接受时差灵活工作。

职位要求：

• 计算机科学、数据科学、人工智能、数学或相关专业硕士及以上学历，3年以上NLP相关的工作经验。
• 具有扎实的计算机基础和编程基础，掌握常用的数据结构和算法。
• 精通Python编程，熟悉常见深度学习框架(TensorFlow、PyTorch)。
• 熟悉使用Mysql/MongoDB/Redis/Elasticsearch等开源组件，熟悉容器化部署(Docker/k8s)。
• 有较好的英语水平，能习惯阅读书写英文文档，并进行沟通交流。
• 善于学习新知识，主动性强，对代码和模型产品有高度责任感。
• (加分项) 有LLM项目落地经验，使用LORA，p-tuning, embedding等技术，结合行业数据微调模型；熟悉RAG模式，Agent模式。

Job Title: AI Software Engineer

This position is based in Guangzhou, China

About Edison Software:

Edison, a division of YipitData, provides intelligent solutions for consumers and competitive intelligence for businesses. The largest, most valuable, and as yet untapped source on earth is in mail; it's 3x larger than the worldwide web! Through our research panel data, sourced from more than 3 million app users, we empower investors, brands, and technology companies to understand trends in the marketplace and gain deep insights into e-commerce purchase patterns. 

As a team, we’re collaborative, engaged, and committed to continually improving as we serve our mission. None of us is on an island—we trust our teammates to lend a hand when we’re stuck, and our egos take a backseat to solution-seeking. We’re energized by tough problems and excited by the knowledge that each challenge warrants a unique approach. Finally, we’re always in a posture of learning. There is a lot we do not know, but that doesn’t hold us back from attempting solutions.

Edison was acquired by YipitData in 2021 and is a California-headquartered enterprise. For any of Edison’s remote US openings, hired candidates may sit in Mountain View, CA (where Edison’s HQ is located), in NYC (where YipitData’s HQ is located), in one of YipitData’s office hubs (Austin, Miami, Denver, Seattle), or anywhere else in the US. Edison employees are subject to their local state and municipality's tax laws. Please note that we pay NYC-based salaries for US roles regardless of where employees choose to work.

About YipitData:

YipitData is the market-leading data and analytics firm. We analyze billions of data points every day to provide accurate, detailed insights across industries, including consumer brands, technology, software, and healthcare.

Our insights team uses proprietary technology to identify, license, clean, and analyze the data that many of the world’s largest investment funds and corporations depend on. We raised $475M from The Carlyle Group at a valuation over $1B, further accelerating our growth and market impact.

We have been recognized multiple times as one of Inc’s Best Workplaces. As a fast-growing company backed by The Carlyle Group and Norwest Venture Partners, YipitData is driven by a people-first culture rooted in mastery, ownership, and transparency.

With offices in New York, Austin, Miami, Denver, Mountain View, Seattle, Hong Kong, Shanghai, Beijing, Guangzhou, and Singapore, we continue to expand our reach and impact across global markets.

As Our Software Engineer  You Will:

• Design, develop, and optimize data mining algorithms for tasks such as information extraction and entity mapping for new product lines.
• Contribute to the engineering implementation of AI algorithms, including model training/fine-tuning, deployment, performance optimization, and monitoring.
• Stay at the forefront of industry advancements, deeply understanding and applying LLM technologies to develop intelligent solutions tailored to business needs.
• Collaborate closely with the data analysis team to build efficient and reliable data quality monitoring platforms.
• Work in close coordination with the West Coast team in the US, with flexibility to accommodate time zone differences.

You Are Likely To Succeed If:

• Hold a master’s degree or higher in Computer Science, Data Science, Artificial Intelligence, Mathematics, or a related field, with 3+ years of experience in NLP.
• Have a strong foundation in computer science, programming, and a solid understanding of data structures and algorithms.
• Are proficient in Python programming and familiar with popular deep learning frameworks such as TensorFlow and PyTorch.
• Have experience with open-source tools like MySQL, MongoDB, Redis, or Elasticsearch, and are skilled in containerized deployment using Docker or Kubernetes.
• Possess good English skills for reading, writing technical documentation, and effective communication.
• Demonstrate a proactive attitude, a strong sense of responsibility for code and model-related products, and a keen ability to learn new technologies.

Bonus Points If You:

• Have hands-on experience deploying LLM projects using techniques like LoRA, p-tuning, and embeddings, fine-tuned with industry-specific data.
• Are familiar with Retrieval-Augmented Generation (RAG) and Agent frameworks.

What We Offer:

Our compensation package includes comprehensive benefits, perks, and a competitive salary: 

• We care about your personal life and we mean it. We offer flexible work hours, flexible vacation, a generous commercial insurance plan, parental leave, team events, wellness budget, learning reimbursement, and more!
• Your growth at YipitData and Edison is determined by the impact that you are making, not by tenure, unnecessary facetime, or office politics. Everyone at YipitData and Edison is empowered to learn, self-improve, and master their skills in an environment focused on ownership, respect, and trust.

The compensation package also includes equity.

We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, marital status, disability, gender, gender identity or expression, or veteran status. We are proud to be an equal opportunity employer.

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