Weave

Machine Learning Ops Engineer

United States

Not SpecifiedCompensation
Junior (1 to 2 years)Experience Level
Full TimeJob Type
UnknownVisa
Information Technology & ServicesIndustries

Position Overview

  • Location Type: Remote (with option to work in Lehi, UT Headquarters)
  • Employment Type: Full-Time
  • Salary: Not provided

Weave is seeking engineers passionate about challenging projects who can contribute both technically and non-technically. You'll join a team of talented developers focused on distributed backend systems, data, scalability, and continuous development. This role will contribute to making machine learning more accessible by designing how teams build AI-powered features at Weave. The MLOps Team's mission is to enable product innovation by simplifying the process for developers to build AI applications that require access to large datasets. We handle data for hundreds of millions of people daily, and our teams are cross-functional, agile, and highly autonomous.

Reports To

  • Engineering Director

Requirements

  • Experience with distributed backend systems
  • Interest in data and scalability
  • Desire for continuous development
  • Ability to contribute in both technical and non-technical ways

Responsibilities

  • Design and develop machine learning infrastructure, tooling, and models.
  • Help product and development teams understand the data lifecycle.
  • Build internal products and platforms to enable teams to incorporate AI.
  • Consult with teams on common patterns and tradeoffs of machine learning.
  • Guide teams through creating excellent customer experiences.
  • Build scalable, resilient services for data integration and platform extensions.
  • Contribute to the evolution of product functionality supporting large amounts of data and traffic.
  • Write high-quality, performant, sustainable, and testable code.
  • Coach and collaborate with other team members.
  • Work in a cloud environment, considering distributed components and services.
  • Translate product goals into actionable engineering plans.

Company Information

  • The company handles data for hundreds of millions of people daily.
  • Teams are cross-functional, agile, and highly autonomous.

Skills

Distributed backend systems
Data
Scalability
Machine learning infrastructure
Data lifecycle
AI platform development
Cloud environment
Resilient services
Data integration
Performance optimization
Testing
Collaboration
Engineering planning

Weave

Patient communication solutions for healthcare providers

About Weave

Weave provides patient communication solutions tailored for dental and optometry practices. Its platform includes tools for scheduling appointments, sending reminders, managing patient reviews, and enabling two-way texting and calling. This helps healthcare providers interact with patients more effectively and manage their daily tasks. Weave also offers features like virtual waiting rooms and remote communication options, which are especially useful during the COVID-19 pandemic. The company operates on a subscription-based model, allowing clients to pay a recurring fee for access to its services, which vary based on practice size and needed features. By focusing on improving operational efficiency and patient satisfaction, Weave distinguishes itself from competitors in the healthcare technology market.

Lehi, UtahHeadquarters
2008Year Founded
$143MTotal Funding
IPOCompany Stage
Enterprise Software, HealthcareIndustries
501-1,000Employees

Risks

Increased competition from fast-growing companies like Pure Healthcare.
Slow adoption of digital payment solutions in healthcare may hinder Weave's features.
Economic downturns could affect subscription-based revenue models for healthcare practices.

Differentiation

Weave integrates AI tools for enhanced communication and scheduling in healthcare.
Weave offers a comprehensive suite of tools for dental and optometry practices.
Weave's platform supports virtual waiting rooms and remote communication options.

Upsides

Weave's new platform interface integrates AI for improved user experience.
Payment Reminders feature helps healthcare practices collect outstanding balances efficiently.
Weave's partner marketplace enhances operational efficiency for healthcare practices.

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