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Full Stack Engineer, LLM APIs (Staff/Senior)

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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CEO of Abridge
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Shivdev Rao
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Average salary estimate

$225000 / YEARLY (est.)
min
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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, LLM APIs (Staff/Senior), Abridge

Join Abridge as a Staff/Senior Full Stack Engineer and play a vital role in revolutionizing healthcare through AI technology! Located in San Francisco, you'll be part of a dynamic team that’s passionate about making medical conversations clearer and more efficient. We pride ourselves on our innovative AI-powered platform that transforms patient-clinician interactions into structured clinical notes in real-time. As a Full Stack Engineer, you’ll work with cutting-edge tools like TypeScript, Python, and React to build internal UI products that support large language model (LLM) orchestration and evaluation. Collaborate closely with our Applied AI and product teams, where your ideas and expertise will influence the future of healthcare AI! You’ll have opportunities to create scalable cloud-based services, enhance platform performance, and advocate for best coding practices while mentoring junior engineers. If you’re excited about designing innovative solutions with a user-centric mindset, we want to hear from you. Plus, enjoy a generous salary range of $185,000 to $265,000, along with equity and incredible benefits like unlimited PTO and a learning and development budget. Join us at Abridge, where we empower healthcare professionals to focus on what truly matters—their patients!

Frequently Asked Questions (FAQs) for Full Stack Engineer, LLM APIs (Staff/Senior) Role at Abridge
What are the primary responsibilities of a Full Stack Engineer at Abridge?

As a Full Stack Engineer at Abridge, your key responsibilities revolve around designing and developing scalable, cloud-based services using technologies like TypeScript, Python, and React. You’ll create tools to support the ML model lifecycle, enhancing the user experience in LLM model orchestration and dataset curation. Working collaboratively with product, machine learning, and design teams, your role will involve making architecture decisions that prioritize security, reliability, and innovation.

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What qualifications are necessary for the Full Stack Engineer position at Abridge?

To excel as a Full Stack Engineer at Abridge, candidates should possess 5+ years of experience in building and scaling distributed systems using modern technologies, particularly TypeScript, Python, React, and Node.js. Familiarity with Large Language Models (LLMs), cloud services like AWS or GCP, and experience in regulated environments such as HIPAA are also highly valued. Moreover, a passion for learning new technologies and mentoring junior engineers is essential.

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How does Abridge support the professional growth of its engineers?

At Abridge, we truly invest in the growth of our engineers by offering a substantial learning and development budget of $3,000 per year for coaching, courses, workshops, and conferences. We also encourage knowledge sharing within our diverse team, enabling you to learn from others while contributing your own expertise. Additionally, our culture promotes continuous learning through collaborative projects, research discussions, and internal retreats.

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What makes Abridge's workplace culture unique for Full Stack Engineers?

Abridge prioritizes a mission-driven culture that emphasizes healthcare understanding and user-centered outcomes. Our team is a thoughtful blend of engineers, scientists, and health policy experts who foster creative and out-of-the-box thinking. With flexible working hours, unlimited PTO, and a collaborative spirit, we focus on achieving goals rather than clocking hours, creating a fulfilling work environment for our Full Stack Engineers.

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What are the compensation and benefits for the Full Stack Engineer role at Abridge?

The compensation for the Full Stack Engineer position at Abridge ranges from $185,000 to $265,000, accompanied by the opportunity to participate in a stock option plan. Our benefits package is extensive, including 100% medical, dental, and vision insurance for employees, unlimited PTO, paid parental leave, and a one-time budget of up to $1,600 for home office setup. Abridge also supports your financial future with a 401(k) plan.

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Common Interview Questions for Full Stack Engineer, LLM APIs (Staff/Senior)
Can you describe your experience with modern web technologies as a Full Stack Engineer?

When answering this question, focus on your hands-on experience with technologies like TypeScript, Python, and React. Share specific projects where you applied these skills, discussing the challenges faced and how you overcame them. Highlight your understanding of how these technologies interact within a full-stack framework and showcase your problem-solving abilities in real-world scenarios.

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How do you approach building scalable cloud-based services?

Discuss your methodologies for cloud architecture, including your experience using AWS or GCP, and any relevant tools like Terraform. Share how you've ensured scalability in previous projects, focusing on designing services that manage load effectively and include performance monitoring tools. Explain your decision-making process when choosing technology stacks and frameworks for scalability.

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What experience do you have with Large Language Models and APIs?

Provide details about your experience working with LLMs, including any specific projects you've led or contributed to. Discuss techniques for integrating these models into applications, such as fine-tuning and prompt engineering, and how you approached the challenge of ensuring data privacy and compliance in line with healthcare regulations.

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Describe a time when you had to collaborate with different teams to achieve a project goal.

Share a specific example that illustrates your ability to work cross-functionally. Highlight the project, the teams involved, and your role in ensuring effective communication and collaboration. Talk about the challenges faced and how you resolved conflicts or aligned different viewpoints to achieve a common goal.

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How do you prioritize user experience when developing new features?

Emphasize your user-centric approach by discussing methods you employ, such as user research and feedback loops. Share examples of how user input shaped your development decisions and led to the creation of intuitive interfaces. Describe the importance of usability testing and how it’s integrated into your workflow.

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Can you explain your experience with infrastructure as code?

Discuss your proficiency with tools like Terraform and how you’ve used them to implement infrastructure as code in past projects. Explain the benefits of this approach, including improved consistency, speed in deployment, and ease of management. Provide examples of how you’ve utilized infrastructure as code to enhance team collaboration and efficiency.

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What strategies do you use to ensure code quality and best practices in your projects?

Share the tools and processes you implement to maintain code quality, such as code reviews, automated testing, and continuous integration/continuous deployment (CI/CD). Discuss how you advocate for best coding practices within your team and provide mentorship to less experienced engineers on these standards.

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How do you handle technical debt in a project?

Discuss your approach to managing technical debt proactively. Share examples of strategies you've implemented to minimize debt over time, such as prioritizing refactoring during sprint planning and incorporating technical debt assessments in team retrospectives. Highlight the importance of communication with stakeholders when managing expectations around technical debt.

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What motivates you in a role like the Full Stack Engineer position at Abridge?

Express your passion for using technology to make a meaningful impact, particularly in healthcare. Discuss how Abridge's mission aligns with your personal and professional goals. Emphasize your enthusiasm for working with a collaborative team and your desire to contribute to innovative AI solutions that transform patient experiences.

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Describe an innovative solution you developed in your engineering career.

Provide a detailed example of an innovative project you've worked on, outlining the problem you were addressing and the solution you implemented. Discuss the outcomes, any challenges encountered, and the lessons learned. This will demonstrate your ability to think creatively and effectively apply your engineering skills.

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

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DATE POSTED
December 16, 2024

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