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Full Stack Engineer (Staff/Senior) - job 1 of 2

Abridge was founded in 2018 with the mission of powering deeper understanding in healthcare. Our AI-powered platform was purpose-built for medical conversations, improving clinical documentation efficiencies while enabling clinicians to focus on what matters most—their patients.

Our enterprise-grade technology transforms patient-clinician conversations into structured clinical notes in real-time, with deep EMR integrations. Powered by Linked Evidence and our purpose-built, auditable AI, we are the only company that maps AI-generated summaries to ground truth, helping providers quickly trust and verify the output. As pioneers in generative AI for healthcare, we are setting the industry standards for the responsible deployment of AI across health systems.

We are a growing team of practicing MDs, AI scientists, PhDs, creatives, technologists, and engineers working together to empower people and make care make more sense.

The Role

We are seeking Staff and Senior Full Stack Engineers to join our growing team! You’ll help us build internal UI products to support LLM Model orchestration, evaluation and dataset curation. You will work closely with our Applied AI and product teams to build innovative ML powered solutions to push the state of the art in Healthcare AI technology.

What You'll Do

  • Design, build, and maintain highly scalable, cloud-based services using TypeScript, Python, and React

  • Create tooling to support the ML model lifecycle including model evaluations, dataset curation and training infrastructure

  • Build scalable infrastructure for LLM model orchestration powered by an intuitive and easy to use user experience

  • Make architecture and technology decisions that align with business needs, balancing innovation with security and reliability.

  • Enhance our platform’s performance and scalability, with a focus on creating seamless user experiences.

  • Work cross-functionally with teams like product, machine learning, and design to ensure the success of new features from conception to deployment.

  • Research and evaluate commercial and open-source tools to implement the most effective and scalable solutions.

  • Advocate for best coding practices, mentor junior engineers, and ensure the growth of technical excellence across the team.

  • Build deep empathy for users, maintaining a user-centric mindset when implementing solutions.

  • Contribute to the development and expansion of our ML infrastructure, ensuring smooth interaction between the product and ML models.

What You'll Bring

  • 5+ years of experience building and scaling distributed systems using modern technologies like TypeScript, Python, React, and Node.js

  • Hands-on experience integrating and working with Large Language Models (LLMs) and APIs, with familiarity in fine-tuning and prompt engineering

  • Proficiency in working with cloud services (AWS, GCP), infrastructure as code (Terraform), and containerization (Docker, Kubernetes)

  • Proven experience leading engineering teams or owning major software components from development to production

  • A background in optimizing and scaling inference systems for LLMs or similar AI-based systems is highly desirable

  • Experience working in regulated environments (HIPAA, SOC 2, or HITRUST) is a plus

  • A passion for learning new technologies and sharing knowledge within your team

Base Salary: $185,000 USD - $265,000+ USD per year + Equity

The salary range provided is based on transparent pay guidelines and is an estimate for candidates residing in the San Francisco and New York City metro areas. The actual base salary will vary depending on the candidate's location, relevant experience, skills, qualifications, and other job-related factors. Additionally, this role may include the opportunity to participate in a company stock option plan as part of the total compensation package.

Must be willing to work from our SF office at least 3x per week

This position requires a commitment to a hybrid work model, with the expectation of coming into the office a minimum of (3) three times per week. Relocation assistance is available for candidates willing to move to San Francisco.

Must be willing to travel up to 10%

Abridge typically hosts a 3 day builder team retreat every 3-6 months. These retreats often feature internal hackathons, collaborative project sessions, and social events that provide the team with opportunities to connect.

We value people who want to learn new things, and we know that great team members might not perfectly match a job description. If you’re interested in the role but aren’t sure whether or not you’re a good fit, we’d still like to hear from you.

Why Work at Abridge?

  • Be a part of a trailblazing, mission-driven organization that is powering deeper understanding in healthcare through AI!

  • Opportunity to work and grow with talented individuals and have ownership and impact at a high-growth startup.

  • Flexible/Unlimited PTO — Salaried team members can take off as much approved time off as they need, plus 13 paid holidays

  • Equity — For all salaried team members

  • Medical insurance — We pay 100% of the premium for you + 75% for dependents. 3 Aetna plans to choose from.

  • Dental & Vision insurance — We pay 100% of the premium for you + 75% for dependents. 2 Aetna plans to choose from.

  • Flexible Spending (FSA) & Health Savings (HSA) Accounts

  • Learning and Development budget — $3,000 per year for coaching, courses, workshops, conferences, etc.

  • 401k Plan — Contribute pre-tax dollars toward retirement savings.

  • Paid Parental Leave — 16 weeks paid parental leave, for all full-time employees

  • Flexible working hours — We care more about what you accomplish than what specific hours you’re working.

  • Home Office Budget — We provide up to $1,600 in a one-time reimbursement to set up your home office.

  • Sabbatical Leave — 30 days of paid Sabbatical Leave after 5 years of employment.

  • ...Plus much more!

Life at Abridge

At Abridge, we’re driven by our mission to bring understanding and follow-through to every medical conversation. Our culture is founded on doing things the “inverse” way in a legacy system—focusing on patients, instead of the system; focusing on outcomes, instead of billing; and focusing on the end-user experience, instead of a hospital administrator's mandate.

Abridgers are engineers, scientists, designers, and health policy experts from a diverse set of backgrounds—an experiment in alchemy that helps us transform an industry dominated by EHRs and enterprise into a consumer-driven experience, one recording at a time. We believe in strong ideas, loosely held, and place a high premium on a growth mindset. We push each other to grow and expose each other to the latest in our respective fields. Whether it’s holding a PhD-level deep dive into understanding fairness and underlying bias in machine learning models, debating the merits of a Scandinavian design philosophy in our UI/UX, or writing responses for Medicare rules to influence U.S. health policy, we prioritize sharing our findings across the team and helping each other be successful.

Diversity & Inclusion

Abridge is an equal opportunity employer. Diversity and inclusion is at the core of what we do. We actively welcome applicants from all backgrounds (including but not limited to race, gender, educational background, and sexual orientation).

Staying Safe - Protect Yourself From Recruitment Fraud

We are aware of individuals and entities fraudulently representing themselves as Abridge recruiters and/or hiring managers. Abridge will never ask for financial information or payment, or for personal information such as bank account number or social security number during the job application or interview process. Any emails from the Abridge recruiting team will come from an @abridge.com email address. You can learn more about how to protect yourself from these types of fraud by referring to this article. Please exercise caution and cease communications if something feels suspicious about your interactions. 

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Average salary estimate

$225000 / YEARLY (est.)
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$185000K
$265000K

If an employer mentions a salary or salary range on their job, we display it as an "Employer Estimate". If a job has no salary data, Rise displays an estimate if available.

What You Should Know About Full Stack Engineer (Staff/Senior), Abridge

Join Abridge as a Staff/Senior Full Stack Engineer and play a pivotal role in transforming healthcare conversations into insightful clinical notes. At Abridge, our mission is to empower better understanding in healthcare through innovative AI technology. Based in the vibrant city of San Francisco, you'll collaborate with a dynamic team that includes practicing physicians, AI scientists, and technology experts. In this role, you'll design and maintain scalable cloud-based services using modern technologies like TypeScript, Python, and React. You'll create tools that support the ML model lifecycle and enhance the performance of our platform, ensuring a seamless user experience. You'll also have the opportunity to influence our technology decisions and mentor junior engineers while advocating for best coding practices. If you're excited about working with LLMs and building a user-centric infrastructure that makes healthcare smarter, Abridge is the perfect place for you. Enjoy a collaborative environment and the flexibility of a hybrid work model while ensuring you make a significant impact in the healthcare industry with your coding expertise!

Frequently Asked Questions (FAQs) for Full Stack Engineer (Staff/Senior) Role at Abridge
What responsibilities does a Full Stack Engineer at Abridge have?

As a Full Stack Engineer at Abridge, you'll be responsible for designing, building, and maintaining highly scalable cloud-based services. Your duties include developing tooling for ML model lifecycle management, enhancing platform performance, and collaborating cross-functionally with product, AI, and design teams to deploy innovative features. This position is integral in creating user-friendly experiences and ensuring the successful integration of technology.

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What qualifications are needed to be a Full Stack Engineer at Abridge?

To qualify for the Staff/Senior Full Stack Engineer role at Abridge, you should have at least 5 years of experience in building distributed systems, proficiency in TypeScript, Python, React, and Node.js, and hands-on experience with Large Language Models. Familiarity with cloud services (AWS, GCP) and working in regulated environments is also advantageous. Strong leadership abilities and a passion for learning new technologies will set you apart.

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What is the work culture like for Full Stack Engineers at Abridge?

The work culture at Abridge is collaborative and mission-driven, emphasizing growth and knowledge sharing. Full Stack Engineers play a key role in fostering a user-centric approach, focusing on innovative solutions and enhancing the overall healthcare experience. The team is diverse and values contributions from individuals with various backgrounds, making it an inclusive environment.

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What technologies does Abridge use for Full Stack development?

Full Stack Engineers at Abridge primarily use modern technologies including TypeScript, Python, React, and Node.js. Additionally, familiarity with cloud services like AWS and GCP, as well as containerization tools like Docker and Kubernetes, is encouraged. This tech stack helps in building robust, scalable applications that leverage AI-driven healthcare solutions.

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Does Abridge offer opportunities for professional development for Full Stack Engineers?

Yes, Abridge is committed to the professional development of its staff, including Full Stack Engineers. The company offers a generous Learning and Development budget of $3,000 per year for coaching, courses, and conferences, allowing you to continuously expand your skill set and stay updated with the latest industry trends.

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Common Interview Questions for Full Stack Engineer (Staff/Senior)
Can you explain your experience with large-scale distributed systems?

When answering this question, focus on specific projects you've worked on that involved distributed systems. Discuss the technologies you used, the challenges you faced, and how you overcame them. Highlight your problem-solving skills and your ability to scale applications efficiently.

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How do you approach ensuring code quality and best practices in your development work?

Emphasize the importance of code reviews, unit testing, and following coding standards. Discuss any tools or methodologies you use to maintain high-quality code. Share examples of how you've implemented best practices in past projects, as well as how you mentor others in this area.

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What strategies do you employ to build and maintain scalable cloud-based services?

When asked this question, detail the architectural principles you follow, such as microservices or serverless computing. Talk about your experience with cloud providers like AWS and GCP, and how you ensure scalability through load balancing, caching, and optimizing resource usage.

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Describe a time you encountered a challenging technical problem. How did you solve it?

Use the STAR method (Situation, Task, Action, Result) to structure your answer. Clearly describe the context of the challenge, what your role was, the specific actions you took to address it, and the outcome. Highlight any innovative solutions you implemented.

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What is your experience with machine learning or AI technologies?

Discuss any relevant projects where you've integrated machine learning models into applications. Provide details about the models used, how you handled data preprocessing, and implementation. Showcase your understanding of LLMs and the impact of AI in healthcare.

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How do you prioritize tasks when working on multiple projects?

Illustrate your time management and organization skills. Mention tools you utilize for project management and how you communicate with team members to establish priorities. Share an example of how you successfully juggled multiple deadlines in a previous role.

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What role does user experience play in your development process?

Reveal your awareness of the user's perspective in development. Discuss your collaboration with design and product teams to gather user feedback and how it influences your coding approach. Mention any specific examples where improving UI/UX made a positive impact.

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How do you stay updated with emerging technologies and industry trends?

Share the resources you follow, such as industry blogs, forums, podcasts, or conferences. Discuss any continuous learning habits, online courses, or networking practices you engage in to ensure you are on the cutting edge of technology.

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What is your approach to mentoring junior engineers?

Focus on your communication skills and ability to provide constructive feedback. Highlight the importance of creating a supportive environment where junior engineers feel comfortable asking questions and learning. Share specific examples of mentoring success in your career.

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Why are you interested in working for Abridge specifically?

Articulate your passion for Abridge's mission to enhance understanding in healthcare through AI. Connect your skills and experiences to the job and highlight how you can contribute to the company's goals. Show genuine enthusiasm for their innovative approach and team culture.

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To encourage understanding and follow-through across every medical conversation.

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Full-time, hybrid
DATE POSTED
December 16, 2024

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