Product Data Analyst, Big Health
Contractor
$50 - $80 an hour
Digital mental healthcare portal
Open for applications
Digital mental healthcare portal
101-200 employees
Open for applications
$50 - $80 an hour
101-200 employees
Company mission
To help millions back to good mental health.
Role
Who you are
- 3+ years of experience in product analytics, data analysis, or a related analytical role, preferably in a product-driven technology company
- Strong SQL skills and experience working with large datasets in modern data warehouses like Snowflake, BigQuery, or Redshift
- Experience with dbt or similar data transformation tools for building modular, tested, and documented data models
- Proficiency in version control systems like Git for managing code and collaborating with data and engineering teams
- Proficiency in analytics tools such as Python or R for statistical analysis and data manipulation
- Familiarity with BI visualization tools like Looker, Tableau, or Mode
- Basic understanding of data pipeline orchestration and workflow management tools such as Airflow or similar. Familiarity with ELT/ETL processes and data integration tools like Fivetran, Stitch, or custom-built pipelines
- Solid understanding of statistical concepts including hypothesis testing, regression analysis, and experimental design. Experience designing and analyzing A/B tests with proper statistical rigor
- Familiarity with healthcare concepts and terminology are highly desirable
- Strong communication skills
What the job involves
- We're seeking a Product Data Analyst contractor to drive data-informed product decisions by improving our data democratization, analyzing data, generating insights, and generating reports
- You'll partner closely with product, growth, enrollment marketing, and client implementation teams to understand user behavior, measure product performance, and identify opportunities for growth and improvement
- Use SQL to query data in Snowflake
- Update Snowflake data models, consistent with current data architecture
- Use LookML to add new dimensions, measures, table calculations, and explores to Looker
- Create dashboards in Looker and Post Hog to support growth, enrollment marketing, client implementation, product initiatives, and/or company OKRs
- Conduct deep-dive analyses using data from Snowflake and Looker to understand user behavior patterns, identify friction points in the user journey, and uncover opportunities for product enhancement. Analyses may include, but are not limited to, descriptive analytics, correlation, regression, and between-group analyses
- Present the results of these analyses to a cross-functional audience, translating complex data findings into actionable recommendations
- Build externally-facing reports that provide stakeholders with clear visibility into user engagement, and feature adoption, clinical outcomes, and recommendations for optimal product use
- Provide data to help justify and inform decision-making around A/B tests and experiments to validate product hypotheses and measure the impact of new features or changes
- Use DBT to build data models and add new data sources to Snowflake
- Assist with updating data dictionary and ERD
- Communicate proactively. During onboarding, you will meet 3-5x/week with your supervisor to provide updates on ticket status and to ask questions. Asking questions outside of these meetings is expected and welcomed
- Work with your supervisor and relevant stakeholders to proactively discuss requirements when questions arise
Our take
Mental health has accelerated as a topic in public discussion over the past decade, leading to the rise of products such as Calm and Headspace, promoting positive mental health through meditation and quality sleep. Big Health delivers digital therapeutics for the most prevalent mental health conditions, beginning with "Sleepio" for insomnia, and "Daylight" for anxiety.
There are many products competing to become part of our daily routine for sleep and mental well-being, with some taking a more scientific approach than others. Big Health's products are scientifically backed, with its main product Sleepio being proven to help for sleep and mental health. The company's main selling point is that goals are personalized as the product learns about each user, delivering unique experiences for different people.
Given the complexity of mental wellness, there should be plenty of space for new techniques/products for years to come, meaning that Big Health should be afforded plenty space to grow. The company has taken the approach of selling to businesses (so it can provide the product to its employees) - a smart strategy as individuals aren't yet used to spending large amounts on mental well-being.
Kirsty
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (last 2 of 6 rounds)
Feb 2026
$23.7m
LATE VC
Jan 2022
$75m
SERIES C
Total funding: $153m
Company benefits
- Health care: We provide 100% employee coverage for medical, vision, and dental. Plus, free access to Sleepio for poor sleep, Daylight for worry and anxiety, Spark Direct for adolescent depression, and additional mental health benefits.
- Time off: We take balance seriously. 20 vacation days per year (accrued monthly), 9 federal holidays, and end-of-year company closure between Christmas Day and New Year’s Day. Up to 10 sick days per year.
- Professional development: Employees receive a $1k USD or £800 stipend.
- Retirement savings: US Employees are eligible to participate in a 401(k) program with company match, and UK employees receive a pension program with NEST.
- Team building: Apart, but never alone. We host an annual Summit in-person at our SF HQ (virtual when needed), and regular social events to keep bonds strong.
- Family: Employees are eligible for parental leave on day one. Dependents are eligible for 50% coverage on our medical, vision and dental plans, plus access to Sleepio, Daylight, and Spark Direct.
Company HQ
Financial District, San Francisco, CA
Leadership
Colin Espie
(Co-Founder & Chief Scientist)Previously, Colin was a Senior Clinical Psychologist at NHS Greater Glasgow and Clyde, Clinical Director/Consultant Clinical Psychologist at the NHS. He is currently a Professor of Sleep Medicine at the University of Oxford.
Jenna Carl
(CMO)Jenna joined Big Health in 2016 as a Medical Director, moving into the role of VP of Clinical Development & Medical Affairs in 2019 and CMO in 2021.
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