Fast-paced mission-driven startup with meaningful work - AI Engineer Circadia Health Employee Review

I get the chance to literally save human lives, for the first time in my career, and I think it's something my children will be proud of. Engineers here are entrusted with a lot of responsibility and expected to maintain a high velocity, both of which mean it is possible to learn very quickly here. As AI is changing the engineering field so quickly, my colleagues and I see the fast pace as a positive because it's increasingly important for people in our profession to stay at the front of our field.

Focus on clinicians as the users means we are not power users of our own product - we need to rely a lot on feedback from users who are not us.

Working at Circadia has been one of the more meaningful experiences of my career. We’re building technology that genuinely impacts patient outcomes, not in a vague, buzzwordy way, but in a way you can see daily in skilled nursing and home care settings. The team is deeply mission driven, smart, and collaborative. People here care about the product and the customers. There’s a strong sense of ownership, accountability, and trust, and leadership is transparent about where we’re going and why. If you’re motivated, curious, and willing to roll up your sleeves, you’ll learn a lot. I appreciate that Circadia holds a high bar. Expectations are clear, and impact is rewarded. It’s fast-paced, but it’s energizing especially knowing the work directly improves patient care and clinical workflows. Last, it is a startup, so by nature it is time-intensive, similar to environments like SpaceX, but for those who thrive in high-performance settings, that intensity is energizing rather than draining.

This is not a slow or overly structured environment. Things move quickly, priorities can shift, and ambiguity is part of the job. That can be challenging if you’re looking for a traditional or highly bureaucratic company. You need to be adaptable and proactive.