About Calm

Calm is on a mission to support everyone on every step of their mental health journey. With the #1 app for sleep, meditation and relaxation as well as a growing library of digital, evidence-based mental health programs, Calm offers trusted support for individuals and organizations alike. Our flagship consumer app provides personalized content and activities – featuring a range of experts and beloved celebrity voices – to help users manage stress, improve sleep and live mindfully. Our workplace and healthcare solutions offer a consumer-friendly approach to clinical content and HIPAA-compliant resources in order to drive positive health and business outcomes. Named a TIME100 Most Influential Company, Calm supports more than 150 million people and 3,500 organizations across seven languages and 190 countries.

What We Do

The Data Science team focuses on helping drive business outcomes across Calm. The business problem comes first (what are we trying to solve?), and the analysis follows (how do we best solve this problem?). Sometimes the solution is straightforward and sometimes it is highly complex—we always rely on data to drive our solutions. 

What You’ll Do

As a Product Analyst for Calm’s B2B business you will be responsible for data products and analyses to support both external B2B customers as well as internal product and go-to-market teams. You will help drive quality analytics practices end-to-end: From building tracking plans for new product features, to delivering analysis-backed recommendations to B2B business leaders. Your role will be critical to delivering the key data points and insights to decision makers, helping move the company forward.

You will:

  • Produce ad-hoc analyses on data across various sources (e.g. event streams, salesforce, application data), translating results into actionable summaries and recommendations
  • Build and maintain operational dashboards in BI tools to enable internal partners to answer their most common questions
  • Engineer data models for our production pipeline, which feed into high visibility dashboards critical for stakeholder decision-making
  • Partner with product managers and engineers to develop tracking plans to ensure high quality data is available for performance measurement and analysis
  • Serve as a bridge between Calm’s B2B product and go-to-market teams. For example, tying operational initiatives (e.g. marketing campaigns) to product outcomes (e.g. new users) and vice-versa.

Some past projects include:

  • Building a customer reporting dashboard to enable our Customer Success team to deliver trustworthy and insightful reports to our customers
  • Supporting the end-to-end analytics needs for a new product launch: From ensuring required tracking is in place to presenting success metric readouts to product leadership
  • Working closely with sales operations, finance and data engineering teams to build a company KPI dashboard for the B2B leadership team
  • Partnering with Customer Success managers and data teams from B2B external customers to deliver high-value reporting products

Who You Are

  • Experience working in a product analytics tool such as Amplitude, Mixpanel or Heap
  • Prior experience and enthusiasm for building and maintaining data products in a BI tool (e.g. Tableau, Looker, Power BI)
  • Experience building data models, preferably using dbt
  • Ability to translate non-technical business requirements into technical solutions, and translate technical solutions to business outcomes
  • Proven track record of building relationships and influencing others within and across immediate working groups
  • Hands-on experience building data documentation and testing practices
  • Comfortable being an early team member and navigating ambiguity
  • Experience working with cloud based data warehouses like Google BigQuery, Redshift, or Snowflake

Nice to Haves

  • Prior experience working with a subscription or B2B SaaS business

Minimum Requirements

  • 5 years of relevant experience
  • 4+ years of experience in an Analyst or Data Science role
  • Strong proficiency in SQL

The anticipated salary range for this position is $131,200 - $183,700. The base salary range represents the low and high end of Calm’s salary range for this position. Not all candidates will be eligible for the upper end of the salary range. Exact salary will ultimately depend on multiple factors, which may include the successful candidate's geographic location, skills, experience and other qualifications. This role is also eligible for equity + comprehensive benefits + 401k + flexible time off.

Please note that Calm may leverage artificial intelligence technology in the application review process.

Calm is committed to providing reasonable accommodations for qualified individuals with disabilities, including disabled veterans. Please contact Calm’s Recruiting team if you need a reasonable accommodation, assistance completing any forms, or to otherwise participate in the application process. You can reach the Recruiting team at recruitingaccommodations@calm.com 

We believe that mental health is health, and every person should be considered in the discussion. That’s why we’re proud to be an equal opportunity workplace, committed to providing equal employment opportunities to all applicants and employees regardless of race, color, religion, national origin, age, sex, marital status, ancestry, physical or mental disability, medical condition, genetic information, military or veteran status, gender identity or expression, sexual orientation, or any other characteristic protected by applicable federal, state or local law.

Calm is deeply committed to diversity, equity and inclusion. We strive to create a mindful and respectful environment where everyone can bring their authentic self to work, and experience a culture that is free of harassment, racism, and discrimination.


Calm participates in e-verify. E-verify provides the federal government with your Form I-9 information to confirm that you are authorized to work in the U.S.

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Calm is proud to be an equal opportunity workplace, committed to providing equal employment opportunities to all applicants and employees regardless of race, color, religion, national origin, age, sex, marital status, ancestry, physical or mental disability, medical condition, genetic information, military or veteran status, gender identity or expression, sexual orientation, or any other characteristic protected by applicable federal, state, or local law.

Calm is deeply committed to diversity, equity, and inclusion. We strive to create a mindful and respectful environment where everyone can bring their authentic self to work and experience a culture that is free of harassment, racism, and discrimination. Calm is also committed to providing reasonable accommodations to qualified individuals with disabilities, including disabled veterans.

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