Principal ML - GenAI Engineer - Speech / Voice AI

Weave
United States
Workplace: RemoteFull timeFunction: Communications, PR & CommunityExperience: 12+ yearsSkills: ["Leadership","Mentorship","Communication","Collaboration","Problem-solving"]

Senior, hands-on principal engineer leading GenAI and MLOps initiatives. Design scalable ML infrastructure and platforms powering AI-driven features for healthcare hosts, influencing engineering standards, and mentoring senior engineers. Drive cross-team architectural coherence, partner with managers and staff engineers, and ensure reliable, compliant, high-performance AI components for 30,000+ healthcare practices.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
Weave
Weave
4 months ago

Principal ML - GenAI Engineer - Speech / Voice AI

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 2 minutes agoStatus: Live

Job Summary

Senior, hands-on principal engineer leading GenAI and MLOps initiatives. Design scalable ML infrastructure and platforms powering AI-driven features for healthcare hosts, influencing engineering standards, and mentoring senior engineers. Drive cross-team architectural coherence, partner with managers and staff engineers, and ensure reliable, compliant, high-performance AI components for 30,000+ healthcare practices.
Location: United States
Workplace: Remote
Employment Type: Full time
Job Function: Communications, PR & Community
Seniority: Sr. Director level

Key Responsibilities

  • •Design and develop ML infrastructure, tooling, and models to help teams deliver world class experiences.
  • •Build internal and external products and platforms to enable teams to incorporate AI into their features and customer facing products.
  • •Translate product goals into actionable engineering plans and build scalable, resilient services for data integration and event processing.
  • •Help product and development teams understand the data lifecycle and consult with teams on common ML patterns/tradeoffs.
  • •Coach and collaborate inside and outside the team to elevate technical standards.

Key Requirements

  • •12+ years of software engineering experience with progressive technical leadership scope.
  • •8+ years of experience in Machine Learning or AI, preferably with a focus on natural language.
  • •Demonstrable experience building and deploying ML driven B2B multi-tenant applications in production environments at scale.
  • •Deep expertise in distributed systems architecture, including building and operating services that handle hundreds of millions of transactions and terabytes of data.
  • •Operational experience with cloud-native infrastructure on GCP or AWS, including Kubernetes, infrastructure-as-code, and highly available system design.
Experience:12+ yearsHealthcareAIML OpsSaaS
Skills:LeadershipMentorshipCommunicationCollaborationProblem-solving
Languages:English
Tech Stack:LLMsRAGPrompt EngineeringFine TuningMulti-modalPostgreSQLVitessSpannerBigtableRedisKubernetesDockerAWSGCPIaCObservabilityDistributed systems

Company Brief

Weave
Provides an integrated communications and customer engagement platform for small and medium businesses, offering phone, messaging, appointment reminders, payments, and CRM tools to improve customer relationships and practice operations.
Industry: Enterprise Software
Company Size: Enterprise (1,001+ employees)
Growth: Scaleup
Headquarters: Lehi, United States
Founded: 2008
WebsiteLinkedIn