Data Analyst, Product Analytics
Grow Therapy · San Francisco, CA
- On site
- Full-time
- $145,800 / year
- San Francisco, CA
Job highlights
- Drive data-driven insights for Product team.
- Develop and maintain core product reporting.
- Support experimentation and A/B testing.
- Create compelling data visualizations and stories.
- Collaborate with data science and engineering.
About the role
About Us
Grow Therapy is on a mission to serve as the trusted partner for therapists growing their practice, and patients accessing high-quality care. Powered by technology, we are a three-sided marketplace that empowers providers, augments insurance payors, and serves patients. Following the mass increase in depression and anxiety, the need for accessibility is more important than ever. To make our vision for mental healthcare a reality, we’re building a team of entrepreneurs and mission-driven go-getters. Since launching in February 2021, we’ve empowered more than ten thousand therapists and hundreds of thousands of clients across the country and insurance landscape. We’ve raised more than $178mm of funding from Sequoia Capital, Transformation Capital, TCV, SignalFire, and others.
The Opportunity
We are looking for a Data Analyst to help us drive data-driven insights and reporting in Product at Grow Therapy, and who will work on a variety of reporting, analytics and experimentation projects. You’ll join a broader data organization of analysts, data scientists, and data engineers, and be part of a San Francisco–based analytics team reporting into an Analytics Manager. This role will support our Lives Covered product group.
What You’ll Be Doing
- Partner with Product and other technical stakeholders to prioritize analytical needs and support product launches, decision-making, and ad hoc requests through clear, data-driven insights
- Develop, maintain, and evolve core product and performance reporting, including business-critical dashboards built on scalable, reliable datasets
- Support experimentation and A/B testing through thoughtful design, execution, analysis, and clear, actionable conclusions
- Create compelling data visualizations and storytelling assets to effectively communicate insights to diverse audiences
- Collaborate with senior and staff analysts on complex, high-impact analytical projects, including data modeling and OKR development
- Work closely with data scientists and data engineers to improve data availability, integrity, accuracy, reliability, and logging/pipeline quality
You’ll Be a Good Fit If:
- You have 3+ years proven experience in using analytics to tackle business problems that cross multiple product/project areas and teams, ideally in a high-growth, fast-paced environment.
- You have strong SQL skills and intermediate understanding of experimental design (such as A/B experiments).
- You are a wizard at building business critical dashboards/data visualizations (ideally within Hex or Looker, with strong LookML expertise).
- You have experience with data modeling (dbt) or are eager to learn.
- You love data storytelling, creating a compelling narrative by extracting insights from data, and summarizing learnings / takeaways for executives.
- You enjoy communicating effectively and building relationships with both technical and non-technical stakeholders.
- You deeply value the importance of expanding access to mental health care.
Key skills/competency
- Data Analysis
- Product Analytics
- SQL
- Data Visualization
- Experimentation (A/B Testing)
- Data Modeling
- Data Storytelling
- Stakeholder Communication
- Business Acumen
- Problem Solving
Skills & topics
- Data Analyst
- Product Analytics
- SQL
- Data Visualization
- A/B Testing
- Data Modeling
- Data Storytelling
- Analytics Manager
- Grow Therapy
- San Francisco
How to get hired
- Tailor your resume: Highlight your 3+ years of experience in analytics, strong SQL, and dashboarding skills (Hex, Looker, LookML).
- Showcase your impact: Quantify your achievements in previous roles, especially those involving cross-functional problem-solving in fast-paced environments.
- Demonstrate data storytelling: Prepare examples of how you've communicated complex insights to executive audiences.
- Express passion for the mission: Articulate your commitment to expanding mental healthcare access during the interview process.
- Understand the tools: Be ready to discuss your experience with data modeling (dbt) and experimental design.
Technical preparation
Master SQL for complex data queries.,Practice designing and analyzing A/B tests.,Build sample dashboards in Looker or Hex.,Review dbt fundamentals for data modeling.
Behavioral questions
How do you prioritize analytical requests?,Describe a time you told a data story.,How do you collaborate with non-technical stakeholders?,Why are you passionate about mental healthcare access?
Frequently asked questions
- What is the application process for a Product Data Analyst at Grow Therapy?
- The application process for a Product Data Analyst at Grow Therapy typically involves resume screening (potentially using AI tools like Gem), followed by interviews with the hiring team. You may have initial calls with recruiters, technical interviews focusing on SQL and analytics skills, and then discussions with the hiring manager and team members to assess your fit for the role and company culture.
- How important is prior experience with Hex or Looker for the Product Data Analyst role?
- While experience with Hex or Looker and strong LookML expertise is highly valued for this Product Data Analyst position, Grow Therapy also considers candidates who are eager to learn. If you have a strong foundation in data visualization and dashboard building, and are a quick learner, you should still consider applying.
- What kind of technical skills are most crucial for the Product Data Analyst at Grow Therapy?
- The most crucial technical skills for the Product Data Analyst role include strong SQL for data querying and manipulation, experience with experimental design (A/B testing), and proficiency in building business-critical dashboards and data visualizations. Familiarity with data modeling tools like dbt is also a plus.
- Does Grow Therapy use AI in their hiring process for the Product Data Analyst position?
- Yes, Grow Therapy acknowledges the use of AI tools, specifically mentioning Gem, for initial resume screening to identify strong matches for roles like the Product Data Analyst. However, they emphasize that AI tools are for screening only, and all final hiring decisions are made by their human recruiting team.
- What is the expected work arrangement for the Product Data Analyst role at Grow Therapy?
- The Product Data Analyst role at Grow Therapy is a hybrid position. Employees are expected to work onsite from their San Francisco hub location three days per week (Tuesday, Wednesday, and Thursday), with the possibility of 2-3 annual trips for company or department offsites.
- What is the salary range for the Product Data Analyst at Grow Therapy?
- The base compensation range for the Product Data Analyst position at Grow Therapy is $124,000 to $145,800 USD annually. The exact salary offered will depend on factors such as your experience, qualifications, and location.
- How can I best prepare for a technical interview as a Product Data Analyst candidate at Grow Therapy?
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