Within Health

< 10 employees
< 10 engineers
$500k - $1m funding
Pre-series a

Every single adult in the United States can expect to be harmed because of missed, delayed, or inaccurate diagnoses at some point in their lifetime. At Within Health, we believe in a world where patients get the care they need when they need it. We are solving this problem every single day for millions of patients across the country.

Within Health is transforming how clinical diagnoses and recommendations are tracked and delivered to patients and their providers. We’re starting at the top of the diagnostic funnel, in radiology, where over 50% of follow-up recommendations are missed.

We've built a system to track findings and recommendations made in radiology reports using proprietary AI and Natural Language algorithms, and automate the outreach to patients, and doctors reminding them to act on these findings. Our process ensures that patients and referrers are made aware that a follow-up is needed, and that the recommendation feedback loop is closed. Early action on clinical diagnoses and recommendations prevent patient harm and give them the best chance for healthy outcomes.

We are headquartered in New York City, and are venture backed by Antler Global and strategic healthcare investors.

Within Health photo 1 Within Health photo 2

Why join us?

  • We are a nimble team where your work would have meaningful impact early on in the codebase

  • Our team is backed by a global venture capital group and strategic healthcare angels

  • We are a mission driven company devoted to improving lives.

Engineering at Within Health

Engineering team and processes

Our engineering team operates in an agile format on two week cycles. Each cycle begins with a meeting to discuss time estimates for features, and ends with a demo meeting where each engineer can show off the work they've completed. Engineers typically work with a designer and any other interested parties to spec a feature, then work on the feature individually. We use Pull Requests on GitHub to conduct code reviews. All engineers are also empowered to push code to production, which we often do multiple times a week.

Technical Challenges

We're building a machine learning pipeline that can understand unstructured medical diagnostic report text and structure it into meaningful action for patients and doctors.

Projects you might work on
  • You'd get to work on building models from scratch and fine tuning existing ones.

  • You'd be creating a machine learning pipeline to process millions of radiology reports

Tech stack

Working at Within Health

We value a a scrappy go getter that is willing to roll up their sleeves and dig in. We operate on a transparent basis and merit based system that encourages excellence.

Diversity and Inclusion

We are early stage and looking to set up a diverse workforce from scratch. Being in a remote world now, enables us to recruit from anywhere!

We encourage transparency, openness and self-motivation. We host weekly byob unwinds, and encourage cross functional communication through a range of digital pathways.

We are early stage and looking to set up a diverse workforce from scratch. Being in a remote world now, enables us to recruit from anywhere!

Connect with our team during your hiring process

As part of our commitment to an inclusive workplace, we are happy to offer prospective engineers the chance to connect with our engineering employees who come from underrepresented backgrounds. It’s a way to get a better sense of our team and what it might be like to work with us.

If you’re interested in connecting with our team, be sure to bring this up during one of our introductory calls!

Perks & benefits
  • Flexible Hours
  • Health Insurance
  • Work from Home
Our Team by the Numbers

External Links

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