小红书
Data Scientist - rednote
Data Scientist - rednote
发布于 1 天前普通员工/个人贡献者
新加坡
高级经验
仅现场办公
硕士
数据分析与科学
AI 估算 · 40k–60k
Based on 5+ years experience and Singapore data scientist market rates, local currency converted to RMB.
职位详情
关于这个职位
As a Data Scientist at Xiaohongshu, you will lead data analysis to support business decisions, deeply understand community and e-commerce, build data systems, and provide strategic insights. This role requires strong business acumen and technical skills to drive product and strategy iterations.
最低要求
Master's degree or above in Computer Science, Statistics, Mathematics, or related fields. 2.5+ years of experience in internet data science, business analytics, or strategic analysis. 3.Strong business acumen — able to work closely with business teams and stay aligned. 4.Excellent logical thinking and deep-dive analytical capabilities. 5.Proficient in using AI tools and capable of building end-to-end analytical workflows. 6.Fluent in English and Chinese.
工作职责
Lead data analysis to support business decision-making and strategic insights. 2.Deeply understand community, commercialization, and e-commerce businesses; deliver in-depth analysis that drive product and strategy iterations. 3.Build business data systems and enhance the value of data applications for the business. 4.Establish scientific measurement capabilities, solving problems around rigorous quantification and attribution in business contexts. 5.Leverage industry data, market perspectives, and trends to provide strategic-level insights for long-term business direction.
AI 洞察
优缺点分析
优点
- High impact role directly influencing business strategy and product decisions.
- Work with cutting-edge AI and data technologies in a fast-growing internet company.
- Opportunity to build and scale data systems from the ground up.
- Exposure to diverse business domains like community, e-commerce, and monetization.
- Requires strong business understanding and ability to communicate insights to non-technical stakeholders.
- May involve working across multiple time zones and cultures due to global presence.
- High expectations for delivering actionable insights under tight deadlines.
- This role is ideal for experienced data scientists who enjoy blending technical analysis with business strategy and thrive in a dynamic, fast-paced environment.
缺点 / 挑战
暂无明显挑战项
角色解读
- Progress to Senior Data Scientist or Lead Data Scientist, taking on more strategic and technical leadership.
- Transition into data science management roles, leading teams and shaping data strategy.
- Move into specialized roles such as Chief Data Scientist or VP of Data, focusing on long-term business direction.
- Lead data analysis to support business decision-making and provide strategic insights.
- Deeply understand community, commercialization, and e-commerce businesses to drive product and strategy iterations.
- Build business data systems and establish scientific measurement capabilities for rigorous quantification.
- Strong statistical and analytical skills, with proficiency in AI tools for end-to-end analytical workflows.
- Business acumen to work closely with cross-functional teams and align data initiatives with business goals.
- Excellent logical thinking and deep-dive capabilities to solve complex business problems.
申请策略
- Demonstrate curiosity about Xiaohongshu's products and community culture in your cover letter.
- Prepare case studies or portfolio examples of past data-driven business improvements.
- Emphasize experience in leading data analysis projects that drove business impact.
- Showcase proficiency in AI/ML tools and building end-to-end analytical workflows.
- Highlight domain knowledge in community, e-commerce, or similar internet businesses.
- Strengthen skills in statistical modeling, A/B testing, and causal inference.
- Learn to communicate data insights effectively to executive stakeholders.
面试指南
- Use the STAR method (Situation, Task, Action, Result) for behavioral questions.
- For technical questions, start with defining the problem, then explain your approach, and conclude with insights and impact.
- How would you measure the impact of a new feature on user engagement?
- Tell me about a time you used data to influence a strategic business decision.
- How do you approach building a data pipeline from scratch?
- Explain a complex analytical problem you solved and the methodology used.
- How do you prioritize multiple data requests from different business teams?
- Review common data science case studies and practice structuring your thoughts.
职位点评
61
综合评分
Senior data science role in a fast-growing internet company with cutting-edge tech, strong developmental focus, but limited work-life balance signals.
更适合这类人
This role is best suited for candidates who prioritize skill growth and business impact over work-life balance and explicit compensation details.
表现最好
成长发展
相对薄弱
工作生活
薪资福利50
成长发展85
工作生活40
使命价值70
薪资福利
50较低
Salary is not disclosed in the JD, though the role is senior and in Singapore, which typically offers competitive compensation. Benefits are not mentioned, so compensatory motivation is moderately met.
薪资信号未披露（AI估算：40K-60K/月）
成长发展
85较高
The role involves cutting-edge AI tools and business strategy, offering strong skill development and growth opportunities. However, no explicit training or promotion path is mentioned.
技术前沿前沿/新兴技术
技术栈Data Analysis、AI Tools、Statistical Modeling、Business Intelligence
业务类型profit_center
工作生活
40较低
The role requires on-site work in Singapore with no mention of flexibility or work-life balance. Office location is not specified, and overtime signals are absent.
工作模式仅现场办公
办公地点未明确
加班情况未提及（无法判断）
使命价值
70中等
Working at a fast-growing internet company like Xiaohongshu provides a sense of purpose through impactful work, but the social impact is moderate and innovation is high.
行业发展高速增长赛道
社会影响中性/一般
创新程度积极采用新技术
Watch Jobs