About the role
Everlywell is a digital health company pioneering the next generation of biomarker intelligence—combining AI-powered technology with human insight to deliver personalized, actionable health answers. We transform complex biomarker data into life-changing insights—seamlessly integrating advanced diagnostics, virtual care, and patient engagement to reshape how and where health happens.Over the past decade, Everlywell has delivered close to 1 billion personalized health insights, transforming care for 60 million people and powering hundreds of enterprise partners. In 2025, an estimated 1 in 94 U.S. adults received an Everlywell test, solidifying our spot as the #1 at-home testing company in the country. Fueled by AI and built for scale, we’re breaking down barriers, closing care gaps, and unlocking a more connected healthcare experience that is smarter, faster, and more personalized.
Everlywell operates large-scale health engagement programs that help health plan members complete important care actions — from returning diagnostic kits to accessing preventive and virtual care.
We’re hiring an Applied Scientist to build and measure the ML systems that power these programs. This role is focused on machine learning, experimentation, and production measurement. You’ll train models, evaluate performance, design A/B tests, and work with engineering and business stakeholders to improve real-world outcomes.
This is a high-impact opportunity to apply ML and experimentation skills to systems that influence real member outcomes at scale. You’ll work on practical, production-facing problems with clear business value, strong cross-functional visibility, and room to help shape how Everlywell uses both ML and AI in operational workflows.If you’re excited by hands-on modeling, rigorous experimentation, and building systems that improve decisions in the real world, we’d love to hear from you.
Aplyr's read
Everly Health revolutionizes healthcare access with at-home testing and telehealth, attracting professionals passionate about innovative, patient-centered solutions.
What's promising
- •Everly Health offers flexible remote roles, appealing to professionals seeking work-life balance.
- •The company is at the forefront of healthcare technology, focusing on convenient at-home testing solutions.
- •It provides opportunities in diverse fields, from engineering to clinical operations, fostering a multidisciplinary environment.
What to watch
- •Rapid growth may lead to resource strain and operational challenges.
- •Navigating regulatory compliance in healthcare technology can be complex and demanding.
- •Limited public information about long-term financial stability and market positioning.
Why Everly Health
- •Everly Health integrates telehealth with at-home lab testing, a rare combination in healthcare technology.
- •The company emphasizes patient empowerment through accessible healthcare solutions.
- •It actively hires across a wide spectrum of roles, from tech to clinical, indicating a broad operational scope.
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About Everly Health
Everly Health is a healthcare technology company that provides at-home lab testing and telehealth services, enabling individuals to manage their health conveniently.
