Abridge
Staff Machine Learning Software Engineer
Abridge, San Francisco, California, United States, 94199
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
From transcribing medical parts of the conversation to delivering key takeaways, our trailblazing work in machine learning research makes the Abridge experience possible. We're currently looking to add a machine learning engineer to our team to help us build and release more machine learning-powered value to our users.What You'll Do
Architect, design, and implement high-quality machine learning software applications, infrastructure, and toolsCollaborate with machine learning researchers and engineers to implement and deploy algorithms, such as machine learning modelsWork with stakeholders across machine learning and operations teams to iterate on systems design and implementationCreate re-usable software and systems to accelerate developmentProfile, tune, and optimize system performance and debug production issuesMaintain high standards by participating in reviews, designing for fault tolerance, and creating continuous improvement mechanismsWhat You’ll Bring
Bachelor's Degree or greater in Computer Science/Engineering, Statistics, Mathematics, or equivalent3+ years of industry software development experience, with a background in design patterns, data structures, and test-driven developmentProficient in developing production-quality software in languages such as C++, Python, or JavaProficient with professional software engineering practices & standard practices for the full software life cycle, including coding standards, code reviews, source control management, build processes, testing, and operationsExperience with cloud based environmentsExperience with Kubernetes or DockerExperience in software design and architectureExcellent interpersonal and written communication skillsIdeally, You Have
Experience in one or more relevant technical areas: natural language processing, machine learning, distributed systems, or building infrastructure for engineering/science usersExpertise in machine learning toolchains and techniques, such as Pytorch or TensorflowDemonstrated experience incubating and productionizing new technology, working closely with research scientists and technical teams from idea generation through implementationExperience with React.js or other frontend experience is a plusWhy Work at Abridge?
Be a part of a trailblazing, mission driven organization that uses audio as the wedge to improve the healthcare delivery experienceUnlimited PTO, plus 12 national holidaysComprehensive and generous benefits package:16 weeks paid parental leave, for all employeesFlexible working hours — we care more about what you accomplish than what specific hours you’re workingRemote work environmentEquity for all new employeesGenerous equipment budget for your home office setup ($1600)Opportunity to work and grow with talented individuals, and have ownership and impact at a high growth startup.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.Compensation Range: $200K - $250K
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From transcribing medical parts of the conversation to delivering key takeaways, our trailblazing work in machine learning research makes the Abridge experience possible. We're currently looking to add a machine learning engineer to our team to help us build and release more machine learning-powered value to our users.What You'll Do
Architect, design, and implement high-quality machine learning software applications, infrastructure, and toolsCollaborate with machine learning researchers and engineers to implement and deploy algorithms, such as machine learning modelsWork with stakeholders across machine learning and operations teams to iterate on systems design and implementationCreate re-usable software and systems to accelerate developmentProfile, tune, and optimize system performance and debug production issuesMaintain high standards by participating in reviews, designing for fault tolerance, and creating continuous improvement mechanismsWhat You’ll Bring
Bachelor's Degree or greater in Computer Science/Engineering, Statistics, Mathematics, or equivalent3+ years of industry software development experience, with a background in design patterns, data structures, and test-driven developmentProficient in developing production-quality software in languages such as C++, Python, or JavaProficient with professional software engineering practices & standard practices for the full software life cycle, including coding standards, code reviews, source control management, build processes, testing, and operationsExperience with cloud based environmentsExperience with Kubernetes or DockerExperience in software design and architectureExcellent interpersonal and written communication skillsIdeally, You Have
Experience in one or more relevant technical areas: natural language processing, machine learning, distributed systems, or building infrastructure for engineering/science usersExpertise in machine learning toolchains and techniques, such as Pytorch or TensorflowDemonstrated experience incubating and productionizing new technology, working closely with research scientists and technical teams from idea generation through implementationExperience with React.js or other frontend experience is a plusWhy Work at Abridge?
Be a part of a trailblazing, mission driven organization that uses audio as the wedge to improve the healthcare delivery experienceUnlimited PTO, plus 12 national holidaysComprehensive and generous benefits package:16 weeks paid parental leave, for all employeesFlexible working hours — we care more about what you accomplish than what specific hours you’re workingRemote work environmentEquity for all new employeesGenerous equipment budget for your home office setup ($1600)Opportunity to work and grow with talented individuals, and have ownership and impact at a high growth startup.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.Compensation Range: $200K - $250K
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