Transformative AI Systems Architect

5 days ago

San Francisco, California, United States Abridge AI Inc. Full time
Unlock the Potential of Healthcare with Abridge

Abridge AI Inc. is revolutionizing the healthcare industry with cutting-edge AI technology, empowering clinicians to focus on patient care while streamlining clinical documentation processes.

About the Role

We are seeking an experienced Transformative AI Systems Architect to join our team and play a pivotal role in scaling and deploying machine learning models to handle increasing traffic demands, integrating them with various platforms, and building a scalable infrastructure that supports current deployments and lays the foundation for long-term growth.

Key Responsibilities
  • Design and implement ML software systems for deploying and managing models at scale.
  • Stand up ML models for inference, starting with critical models like the 'linkages' model, and ensure they are capable of handling traffic increases.
  • Develop and maintain infrastructure that supports efficient ML operations, including model evaluations, deployments, and training at scale.
  • Collaborate closely with ML researchers, engineers, and cross-functional teams to ensure seamless integration of models with services like Zoom and Athena.
  • Work with stakeholders across machine learning and operations teams to iterate on systems design and implementation.
  • Optimize and maintain the performance of ML systems to ensure high availability, fault tolerance, and smooth scalability.
Requirements
  • 5+ years of experience in ML model deployment and scaling, with a focus on production-quality software.
  • Strong proficiency in Python and Kubernetes, with experience building scalable ML infrastructure.
  • Expertise in designing fault-tolerant, highly available systems.
  • Experience working with cloud environments, Infrastructure as Code (IaC), and managing deployments using Kubernetes.
  • Proficiency in optimizing system performance, debugging production issues, and designing systems for scalability and security.
  • Experience in software design and architecture for highly available machine learning systems for use cases like inference, evaluation, and experimentation.
  • Excellent understanding of low-level operating systems concepts, including multi-threading, memory management, networking and storage, performance, and scale.
  • Bachelor's/Master's Degree or greater in Computer Science/Engineering, Statistics, Mathematics, or equivalent.
  • Excellent interpersonal and written communication skills.
What We Offer
  • A competitive salary range of $200,000 - $265,000 per year.
  • An opportunity to work with a talented team of professionals in a fast-paced environment.
  • 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.

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