Calm
Our mission is to make the world happier and healthier.
Remote
Remote

Senior Machine Learning Engineer at Calm

| Remote
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Senior Machine Learning Engineer at Calm

Remote

Who We Are: 

At Calm, we have a simple, albeit BIG mission: to make the world a happier and healthier place. Through our website, blog, and app—filled with meditations, sleep stories, music, movement, and more—we’re redefining what mental care looks like in 2021 and beyond. With over 100 million users worldwide, 100,000 new users daily, and our growing partnerships with major companies, we’re having a positive effect on more and more people each and every day. And while the heart of Calm is digital, we are growing and expanding offline with a variety of products and services to help deliver on our mission of health and happiness, the world over. 

What We Do:

Our mission is to help millions of users across the globe improve their mental health and wellness better through a personalized experience. Power Calm’s product experience and business operations with machine learning. Build highly available and performant machine learning services. Lead and enable machine learning product development within Calm.

What You’ll Do:

  • Design, build, evaluate, and refine ML services as part of wider product development
  • Partner cross functionally with product managers, designers, and engineers in an agile environment
  • Own a model from research paper to proof of concept to product integration
  • Write tested, maintainable code and participate in code reviews
  • Mature Calm’s MLOps and ML Infra while shipping individual services
  • Partner within a larger team of data scientists and engineers on data pipelines and experiments to help prove the value of ML-initiatives
  • Act as an org-wide resource on machine learning and personalization
  • Provide reasonable project timeline estimates and communicate regularly with stakeholders on project status
  • Stay up-to-date with the latest machine learning literature and tools
  • Prioritize projects with a business mindset and user empathy

Who You Are: 

  • 4+ years of industry experience in developing and productionalizing machine learning models
  • Advanced python and SQL skills
  • Build software that integrates machine learning products into the Calm app
  • Develop feature engineering data pipelines on large datasets
  • Familiar with the modern MLOps Stack: feature store, model registry, CI/CD, model monitoring
  • Pragmatic: balance scrappiness and rigor
  • Great technical communicator
  • Strong attention to detail
  • Strong product and architectural instincts
  • Experience in at least one of these areas:
    • Recommender systems
    • Bandits and Reinforcement Learning
    • Machine Learning in Health/Wellness technology

Benefits

  • Competitive salary and equity
  • Unlimited PTO
  • Company-wide Mental Health days off
  • We pay your medical, dental, & vision insurance premiums
  • 401K
  • Life insurance and disability benefits
  • Apple equipment
  • Opportunity to work with a product focused on making the world happier and healthier
  • And much more!

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 equal employment opportunity regardless of race, color, religion, national origin, age, sex, marital status, ancestry, physical or mental disability, genetic information, 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, both in our hiring practices and in our experiences as a Calm employee. 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 for qualified individuals with disabilities and disabled veterans in our job application procedures. Please inform Calm’s Recruiting team if you need any assistance completing any forms or to otherwise participate in the application process.

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Technology we use

  • Engineering
  • Product
    • GolangLanguages
    • JavascriptLanguages
    • PythonLanguages
    • RLanguages
    • SqlLanguages
    • SwiftLanguages
    • TypescriptLanguages
    • ReactLibraries
    • ReduxLibraries
    • Node.jsFrameworks
    • PostgreSQLDatabases
    • RedisDatabases
    • Amplitude Analytics
    • FigmaDesign
    • PrincipleDesign
    • ConfluenceManagement
    • JIRAManagement
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What are Calm Perks + Benefits

Calm Benefits Overview

We're committed to supporting our team in every aspect of their personal and professional lives. That goes way beyond 'perk's. We'll cover 100% of your health, dental, and vision, and give you monthly stipends for your fitness and wellness routines too. When we say PTO is Take What You Need, we really mean it, whether that's a mental health day, or a trip around the world. Your home office should be as functional and inspirational as your office office. We'll give you a WFH stipend to help. Your family is a vital part of community too. That's why we offer baby bonding leave to all salaried employees. Calm can only grow if you do. We offer a great salary, equity, 401(k), and even a generous extended learning budget. Our calendar of (virtual) social events ensures you always feel part of, and close with, the team, no matter where you are.

Culture
Volunteer in local community
Partners with Nonprofits
Friends outside of work
Intracompany committees
Daily sync
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Diversity
Dedicated Diversity/Inclusion Staff
Unconscious bias training
Hiring Practices that Promote Diversity
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Wellness Programs
Mental Health Benefits
100 dollar wellness
Retirement & Stock Options Benefits
401(K)
Company Equity
Match charitable contributions
Child Care & Parental Leave Benefits
Generous Parental Leave
Flexible Work Schedule
Remote Work Program
Family Medical Leave
Vacation & Time Off Benefits
Unlimited Vacation Policy
Paid Holidays
Paid Sick Days
Perks & Discounts
Casual Dress
Fitness Subsidies
To celebrate how Calm is working to make the world happier and healthier, employees are given the benefit of a $100 monthly wellness stipend to put toward their own happiness and health.
Home Office Stipend for Remote Employees
Calm provides a $750 work from home budget to go towards creating a more comfortable and productive home workspace.
Professional Development Benefits
Diversity Program
Lunch and learns
Promote from within
Mentorship program
Continuing Education stipend
Time allotted for learning
Paid industry certifications

An Insider's view of Calm

How would you describe the company’s work-life balance?

We’re a hard-working, collaborative team with ambitious goals, but Calm understands the importance of individual well-being and how that impacts how we show up at work. Calm fosters a supportive, remote-first culture that enables us to meet both our professional goals and personal interests.

Katrina

Lead Product Manager

What are some things you learned at the company?

The most important thing I’ve learned at Calm is how to evaluate and scope a project so that it regularly delivers value for our company and stakeholders. As an engineer, it helps us prioritize when there’s a lot to do, effectively weight tradeoffs and evaluate requirements so i can see my contributions and feel proud of them.

Kamla

Data Engineering Manager

How do you empower your team to be more creative?

By making our team a safe space for creative ideas!
Within engineering, I help drive and facilitate projects that make our team happier and more productive! For example: making our interview process more junior friendly, improving our remote onboarding, and addressing tech debt etc.

Ellen

VP, Engineering

What is your vision for the company?

At Calm, we're working to scale up on everything we do across the company, from Engineering to Marketing to Content. We're also making sure that as we scale, everyone on the team is able to grow in their career, take risks, and have a huge impact.

Tyler

Principal Engineer

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