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Founding Software Engineer

Sample Healthcare

Sample transforms healthcare operations from a burden into a competitive advantage. The US leads the world in first launches of new treatments, yet our healthcare system sees clinicians spending 73% of their time on administrative work – we're on a mission to eliminate this friction that's choking America's engine of medical progress. We work with leading national providers, already have data from 75% of US oncology clinics, and our network is rapidly expanding across the nation.

Why this matters

Healthcare in America faces an existential challenge. As our population ages and chronic conditions multiply, clinicians and administrators shoulder an ever-growing burden under razor-thin margins. This administrative friction isn't just inefficient – it's dangerous. It leads to delayed diagnoses, missed treatments, and clinician burnout. As the pace of scientific discovery accelerates, maintaining America's role as the crucible of modern medicine depends on fixing these operational challenges.

Our product

We've built a platform that enables healthcare providers to create their own AI copilots, automating and accelerating their most critical operations. These copilots don't just speed up work – they capture valuable ground-truth data that makes our models smarter over time. As providers join our network, they become part of a network which can support patients across a network of specialists. Our rapid growth – hitting Series A revenue metrics just 10 months from launch – shows we're onto something big.

The opportunity

As a founding engineer at Sample, you’ll face healthcare's most important problems and be given the freedom to solve them. Here are some of the problems our engineering team is working on today:

  1. Developing a visual programming language that lets healthcare providers build their own operational co-pilots

  2. Training cutting-edge models for medical record reasoning

  3. Creating pipelines that rapidly tune task-specific models using preference data from our co-pilots

These aren't just technical challenges – they're opportunities to reshape how healthcare operates. Success means diving deep into both the technical and domain complexities.

Who we're looking for

We're building a world-class team of engineers who are:

  • Technically brilliant: You solve hard problems with elegant solutions

  • Intensely curious: You dig beneath the surface to understand root causes

  • Delightful to work with: You make the team better by being part of it

Our founders were early engineers in past roles (engineer #9 at Retool, first employee at Ambience Healthcare) and know the value of investing in the early team. We use TypeScript, Next.js, Python (FastAPI), Redis, and Postgres, but we care more about your ability to master new technologies than your existing stack. We're looking for engineers who can choose the right tool for the job and aren't afraid to learn new ones.

Some things that would be nice to have:

  • 2-4 years of software experience with a quality team. We also consider exceptional candidates earlier in their career.

  • Production experience with TypeScript, React, Python.

  • Experience (or at least interest) in working with LLMs.

At the moment, we're exclusively hiring to work in-person in San Francisco. We look forward to hearing from you, and if you have any questions, don't hesitate to reach out at recruiting@samplehealthcare.com

Average salary estimate

$115000 / YEARLY (est.)
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$100000K
$130000K

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What You Should Know About Founding Software Engineer , Sample Healthcare

As a Founding Software Engineer at Sample Healthcare in San Francisco, you’ll play a critical role in transforming the healthcare landscape by tackling operational inefficiencies head-on. Our mission is to alleviate the burden of administrative work that hinders clinicians, allowing them to focus on what they do best: providing exceptional patient care. You'll engage with an innovative product that allows healthcare providers to create AI copilots for automating vital operations, which not only accelerates workflows but also enhances the intelligence of our models over time. Imagine being part of a team that is building a visual programming language for healthcare providers or refining models for medical record reasoning! At Sample, you'll have the freedom and responsibility to solve some of the toughest challenges in healthcare today. We’re looking for technically brilliant minds who possess an insatiable curiosity and a collaborative spirit. Whether you’re mastering TypeScript, diving into Python, or working with LLMs, we value your ability to learn and adapt more than your current tech stack. With experience or even just a budding interest in software development, this is more than just a job; it’s your chance to shape a future where healthcare operates seamlessly. Our rapid growth speaks volumes, and as a foundational member of our team, you’ll influence not just our technology, but the future of healthcare operations in America. Ready to make a difference? Let’s reshape healthcare together!

Frequently Asked Questions (FAQs) for Founding Software Engineer Role at Sample Healthcare
What responsibilities does a Founding Software Engineer at Sample Healthcare have?

As a Founding Software Engineer at Sample Healthcare, your primary responsibilities will include designing and developing innovative software solutions that streamline healthcare operations. You will work on creating a visual programming language for healthcare providers, optimizing models for medical record reasoning, and developing pipelines to tune task-specific models. You'll directly contribute to solutions that tackle significant challenges in the healthcare field, while also capturing valuable data to enhance our AI copilots' functionalities.

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What qualifications are required for the Founding Software Engineer position at Sample Healthcare?

To qualify as a Founding Software Engineer at Sample Healthcare, you should ideally have 2-4 years of software development experience in a collaborative environment. Familiarity with programming languages like TypeScript, React, and Python is a plus, along with any experience related to large language models. However, if you're an exceptional candidate earlier in your career, we encourage you to apply. What we value most is your ability to learn quickly and solve complex problems.

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What is the company culture like for a Founding Software Engineer at Sample Healthcare?

At Sample Healthcare, the culture is rooted in collaboration, innovation, and a shared mission to transform healthcare. We are a tight-knit team that values diverse perspectives and encourages open communication. As a Founding Software Engineer, you'll find yourself surrounded by passionate individuals who are not only technically brilliant but also delightful to work with. Our founders understand the importance of investing in team dynamics, creating an environment where your contributions can truly make an impact.

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What technologies should a Founding Software Engineer at Sample Healthcare be familiar with?

As a Founding Software Engineer at Sample Healthcare, familiarity with technologies such as TypeScript, React, Python (FastAPI), Redis, and PostgreSQL would be advantageous. However, we prioritize your ability and willingness to learn new technologies. If you demonstrate proficiency in solving problems and picking the right tools for specific tasks, your tech stack is less of a concern. We're looking for adaptability and a passion for technological advancement.

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Will the Founding Software Engineer position at Sample Healthcare involve working directly with healthcare providers?

Yes, the Founding Software Engineer position at Sample Healthcare will involve close collaboration with healthcare providers. You'll be developing tools that empower these professionals to automate critical operations and enhance their efficiency. Your role will allow you to engage with the users of our technology, gaining insights that drive innovations and improvements, ultimately benefitting patient care.

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Common Interview Questions for Founding Software Engineer
Can you describe your experience with TypeScript and how it can be beneficial in a healthcare setting?

In response to this question, focus on your hands-on experience with TypeScript, detailing specific projects or features you've developed. Highlight how TypeScript’s strong typing can reduce bugs, enhance readability, and improve maintainability in complex healthcare applications, thus leading to more reliable software that clinicians can depend upon.

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How would you approach developing a visual programming language for healthcare providers?

When answering this question, emphasize your understanding of user experience, particularly in a healthcare context. Discuss the importance of making the language intuitive for clinicians, as well as your process for gathering user feedback and iterating on the design. Highlight your technical skills in creating user-friendly interfaces and robust back-end systems.

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What strategies would you use to ensure the scalability of healthcare applications you develop?

Share your strategies for writing modular code and implementing microservices that allow for easier scaling. Discuss your experience with load balancing, caching mechanisms, and the importance of performance testing, especially in a field where real-time data processing can affect patient outcomes.

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Describe a time when you solved a complex problem in your previous software engineering work.

Use the STAR method (Situation, Task, Action, Result) to narrate a relevant story. Focus on the complexity of the problem, the innovative solution you devised, and the positive impact it had on your team or the end users, emphasizing your problem-solving skills and determination.

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What is your experience with machine learning in healthcare applications?

Discuss any projects where you've worked with machine learning models, particularly in healthcare. Highlight how you approached training models to ensure accuracy and how you validated their performance. If you have familiarity with LLMs, explain how that informs your work—particularly in automating tasks and enhancing decision-making.

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What measures do you take to ensure code quality and maintainability?

Share your practices such as code reviews, unit testing, and adherence to best practices in coding standards. Explain the tools you use, like linters or continuous integration, to enforce these standards and the importance of having a robust documentation process for future developers.

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How do you stay current with emerging technologies in software development?

Talk about your commitment to continuous learning through various means, such as online courses, attending workshops, reading industry blogs, or participating in developer communities. Highlight specific technologies you are currently exploring and how this enriches your contributions as a software engineer.

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Why are you interested in working in healthcare technology?

Express your passion for making a difference in people's lives through technology. Talk about specific aspects of healthcare that intrigue you, such as improving patient care or streamlining operations, and how you believe your skills can contribute to these goals.

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How do you handle feedback from teammates or stakeholders?

Discuss your approach to receiving and applying feedback, illustrating with an example where feedback improved your work. Emphasize the importance of collaboration and open communication in refining ideas and enhancing project outcomes.

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What does your ideal work environment look like?

In your answer, emphasize the importance of collaboration, creativity, and support. Describe how you thrive in environments that encourage innovation, foster teamwork, and allow for personal and professional growth, all of which align with the values of a Founding Software Engineer at Sample Healthcare.

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Full-time, on-site
DATE POSTED
March 22, 2025

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