高级数据科学家，增长数据
Senior Data Scientist, Growth Data
### **打造人们喜爱的产品**
Wealthsimple 是加拿大领先的金融创新公司。公司提供一系列简单而复杂的金融产品，涵盖托管投资、自助交易、加密货币、税务申报、消费和储蓄。Wealthsimple 目前为超过 400 万加拿大用户提供服务，管理资产超过 1550 亿美元。公司由一群金融专家和技术企业家于 2014 年创立，总部位于加拿大多伦多。
我们自豪于所创造的一切——这只是开始。阅读我们的 [文化手册](https://www.wealthsimple.com/en-ca/culture) 了解更多 [我们的工作方式](https://www.wealthsimple.com/en-ca/careers)。
数据科学与工程（DSE）团队由分析工程师、数据科学家和软件工程师组成，负责推动数据驱动的决策并构建 Wealthsimple 的数据产品。
增长数据团队专注于通过营销活动（包括付费、自然流量和品牌建设）实现新用户获取和净存款目标。我们的团队围绕关键领域进行组织，包括促销、推荐和社交分享、付费营销以及自然流量/上层漏斗营销的测量。我们与增长、产品和工程部门的跨职能合作伙伴紧密合作，优化营销投入并扩大 Wealthsimple 的客户基础。
增长数据团队在所有营销渠道中发挥着关键作用，推动数据驱动的决策。我们正在寻找一位高级数据科学家，作为我们关键营销支柱之一的领域专家，通过复杂的算法、测量系统和战略洞察来推动优化，这些将影响数百万美元的营销支出。
在这个职位上，你将是你所在领域的 DRI（直接责任人），构建直接影响业务成果的数据产品和分析解决方案。你将解决从营销优化算法到归因建模、实验和战略测量等具有挑战性的问题。你将与营销利益相关者密切合作，了解业务需求，并将其转化为技术解决方案，同时与其他数据工程师和数据科学家合作，使用共享基础设施。
这是一个全栈数据科学职位，你需要承担多种角色：算法开发者、测量策略师、分析师、实验者等。
查看英文原文
### **Build something people love**
Wealthsimple is Canada’s leading financial innovator. The company offers a full suite of simple, sophisticated financial products across managed investing, do-it-yourself trading, cryptocurrency, tax filing, spending and saving. Wealthsimple currently serves more than 4 million Canadians and holds over $155 billion in assets under administration. The company was founded in 2014 by a team of financial experts and technology entrepreneurs, and is headquartered in Toronto, Canada.
We're proud of what we've built — and we're just getting started. Read our [Culture Manual](https://www.wealthsimple.com/en-ca/culture) and learn more about [how we work](https://www.wealthsimple.com/en-ca/careers).
The Data Science & Engineering (DSE) team consists of analytics engineers, data scientists, and software engineers and is responsible for enabling data-driven decision making and building data products at Wealthsimple.
The Growth Data focuses on driving new user acquisition and net deposit targets through marketing efforts including paid, organic, and branding initiatives. Our team is structured around key domain areas including promotions, referral and social sharing, paid marketing, and organic/upper funnel marketing measurement. We work closely with cross-functional partners in Growth, Product, and Engineering to optimize our marketing investments and scale Wealthsimple's customer base.
The Growth Data team plays a critical role in enabling data-driven decision making across all marketing channels. We're looking for a Senior Data Scientist who will serve as a domain expert for one of our key marketing pillars, driving optimization through sophisticated algorithms, measurement systems, and strategic insights that influence millions of dollars in marketing spend.
In this role, you'll be the DRI (Directly Responsible Individual) for your domain area, building data products and analytics solutions that directly impact business outcomes. You'll work on challenging problems ranging from marketing optimization algorithms to attribution modeling, experimentation, and strategic measurement. You'll collaborate closely with marketing stakeholders to understand business needs and translate them into technical solutions, while also partnering with data engineers and other data scientists on shared infrastructure.
This is a full-stack data science role where you'll wear many hats: algorithm developer, measurement strategist, analyst, experimenter, and business partner. We're looking for someone who can hit the ground running with strong marketing analytics expertise and contribute to strategic direction from day one.
#### **In this role, you will have the opportunity to:**
- Build data products and algorithms that optimize marketing performance—including budget allocation, targeting strategies, and campaign optimization across multiple channels
- Design and implement measurement strategies for marketing initiatives, including attribution modeling, incrementality analysis, and multi-touch attribution
- Drive marketing strategy through data insights, A/B testing, and causal inference methodologies to maximize ROI on marketing spend
- Develop and maintain analytics pipelines and data infrastructure, working collaboratively with data engineers and other data scientists
- Conduct exploratory analysis to identify growth opportunities, understand customer behaviour, and optimize marketing tactics
- Provide business-as-usual analytics support including reporting, dashboards, and ad-hoc analysis for marketing stakeholders
- Leverage AI tooling to handle operational tasks efficiently and focus your expertise on high-impact strategic problems
- Partner with ad platforms (Google, Meta, etc.) and internal engineering teams to ensure robust tracking, data integration, and measurement capabilities
- Take ownership and ship it—continuously look for the simplest, most effective way to approach challenges; Occam's razor is your friend
- Work where you are (while our Canadian offices are located in Toronto, we are a remote-first workforce and you can join from anywhere in Canada!)
#### **Skills we are looking for:**
- Understanding of digital marketing mechanics including attribution, ad platforms, tracking, and conversion optimization
- Experience working with lifecycle data, understands various of ways of reaching out to new/existing customers and how they fit together holistically
- Strong technical skills in Python and SQL with experience building production-quality code
- Proven track record in algorithm development, optimization problems, or building data-driven decision systems
- Strong foundation in causal inference, A/B testing, and experimental design
- Excellent communication skills and ability to translate complex technical concepts for non-technical stakeholders
- Demonstrated ownership as the data DRI on complex projects end to end, with proactive understanding of business context and how cross-functional teams build systems together
#### **We are looking for someone who:**
- Can use AI effectively to increase efficiency and depth of the work, while still providing the strategic guidance and critical thinking
- Has full-stack data science experience, comfortable with everything from dashboards and reporting to sophisticated algorithm development
- Can contribute to strategic direction in marketing analytics from day one with minimal ramp-up time
- Thrives in a collaborative, multi-faceted environment with ongoing alignment across stakeholders and data team members
- Is passionate about measurement and understanding what drives business outcomes, navigating the complexities of attribution and incrementality
- Ideally has worked at larger-scale tech companies that develop internal analytics and optimization systems
- Adjusts quickly to changing priorities and effectively manages complexity in a fast-paced growth environment
- Values simplicity and pragmatism, knows when to build sophisticated solutions and when a simpler approach will suffice
- Is eager to teach and learn. We value making each other successful!
- Is a lifelong learner who's constantly seeking feedback to continue improving their craft
#### **Why you'll love this role:**
- High visibility, high impact: Your work directly affects Wealthsimple's growth bottom line and influences strategic marketing decisions
- Diverse technical challenges: Develop expertise across measurement, A/B testing, causal inference, machine learning, and algorithm development
- In-demand skill set: Build valuable skills in marketing analytics and optimization that are highly sought after in the tech market
- Strategic domain ownership: Own a key pillar of Wealthsimple's growth strategy and build deep expertise in a lasting problem space
- AI-enabled efficiency: Leverage cutting-edge AI tooling to amplify your impact and focus on the most strategic challenges
### **Why Wealthsimple?**
🌸 Top-tier health benefits and life insurance
📈 Long-term group savings with employer match, through Wealthsimple for Business
🌴 20 vacation days, 4 wellness days, and unlimited sick and mental health days per year*
✈️ 90 days away: work outside Canada for up to 90 days per year*
👥 Employee resource groups, including Rainbow (2SLGBTQ), Women of WS, and Black at WS
🌎 We are a hybrid team with over 1,500 employees across North America. The people are one of the best parts of working here: you'll collaborate with incredibly talented, curious, and driven teammates who are deeply committed to doing great work.
*Unlimited paid sick days, Wellness Days and the 90 day away program do not apply to certain roles.
### **ICYMI**
**Technology & Innovation at Wealthsimple:** We move quickly and build thoughtfully. That means we're always looking for better ways to work — whether that's new tools, AI, or rethinking how we approach a problem. We don't expect you to have all the answers, but we do expect curiosity and a willingness to evolve alongside the products we're building.
**Inclusion Statement:** We're building products for a diverse world, and we need a diverse team to do it well. We strongly encourage applications from everyone, regardless of race, religion, colour, national origin, gender, sexual orientation, age, marital status, or disability status.
**Accessibility Statement:** We're committed to an accessible hiring experience. If you need any accommodations throughout the interview process, please let us know — we'll work with you to make sure you have what you need. We also welcome any feedback on how we can better accommodate candidates with accessibility needs.
**AI in Hiring:** We may use artificial intelligence (AI) tools to support parts of our hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our team but don't replace human judgment – all final hiring decisions are made by people. If you have questions about how your data is used, reach out to us.