Weave

Senior Machine Learning Engineer

India

Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Software Development, Artificial Intelligence, Data Science, AI & Machine LearningIndustries

Position Overview

  • Location Type: Remote
  • Employment Type: Full-Time
  • Salary: Not provided

Weave is seeking engineers who enjoy challenging problems and contributing in both technical and non-technical ways. This role involves joining a team focused on distributed backend systems, data, scalability, and continuous development. You’ll contribute to designing how teams build out AI-powered features at Weave, making machine learning more accessible and easier to discover. Teams are cross-functional and highly autonomous, owning and acting in Weave’s best interest. Your work will impact how customers experience Weave while collaborating closely with a skilled team.

Purpose

The Machine Learning Team's mission is to enable product innovation by making it painless for developers to build AI-powered applications that require access to large sets of data. Machine learning can be challenging, but Weave is striving to democratize access to the tools and technology that power it, allowing teams to build cutting-edge features safely and responsibly without a PhD in Data Science.

What You Will Own

  • Design and Develop machine learning infrastructure, tooling, and models to help teams deliver world-class experiences.
  • Help product and development teams understand the data lifecycle and the inherent experimental nature of machine learning.
  • Build internal products and platforms to enable teams to incorporate AI into their features and customer-facing products.
  • Consult with teams to help them understand common patterns, anti-patterns, and tradeoffs of machine learning. Guide them through creating excellent customer experiences end to end.
  • Build scalable, resilient services to support data integration, event processing, and platform extensions.
  • Contribute to the continued evolution of product functionality that services large amounts of data and traffic.
  • Write code that is high-quality, performant, sustainable, and testable.
  • Coach and collaborate inside and outside the team.

What You’ll Need to Accomplish the Job

  • High integrity, team-focused approach, and collaboration skills.
  • Ability to work in a cloud environment, considering the implementation of functionality through several distributed components and services.
  • Ability to translate product goals into actionable engineering plans.

Requirements

  • Not explicitly stated in the text, but likely includes experience with machine learning, backend development, and cloud technologies.

Responsibilities

  • Not explicitly stated in the text, but likely includes designing, developing, and deploying machine learning models and infrastructure.

Application Instructions

  • Not provided in the text

Skills

Machine Learning
Data Infrastructure
Model Development
Data Lifecycle
AI-powered features
Scalability
Distributed Backend Systems
Data Integration
Event Processing
Platform Development
Code Quality
Performance Optimization
Testing

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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