Staff Machine Learning Engineer – Gen AI, Voice & Speech

Job not on LinkedIn

🔥 1 hour ago

🇺🇸 United States – Remote

⏰ Full Time

🔴 Lead

🤖 Machine Learning Engineer

🦅 H1B Visa Sponsor

This company has sponsored H1B visas in the past.

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Weave

WebsiteLinkedInAll Job Openings

1 - 10 employees

🧬 Biotechnology

🤖 Artificial Intelligence

🏥 Healthcare

Biotechnology • Artificial Intelligence • Healthcare

Weave is building a generative AI platform and knowledge graph that will revolutionize how life science companies collaborate.

📋 Description

• Design and develop ML infrastructure, tooling, and models for world-class customer experiences • Build internal and external products and platforms enabling AI features and customer-facing products • Translate product goals into engineering plans and build scalable, resilient data integration and event-processing services • Help product and development teams understand the data lifecycle and advise on common ML patterns and tradeoffs • Coach and collaborate across teams to elevate technical standards • Write high-quality, performant, sustainable, and testable cloud-based code • Monitor industry developments and guide strategic technology initiatives • Shape company-wide standards for engineering excellence, observability, and distributed-system reliability • Mentor Staff and Senior Engineers across the Data Fellowship • Elevate architectural thinking through design reviews, documentation standards, and hands-on guidance • Build lasting organizational technical capability • Partner with Engineering Managers, Staff Engineers, and cross-functional stakeholders • Report to the Sr Director of Engineering

🎯 Requirements

• Demonstrable experience building and deploying ML-driven B2B multi-tenant applications in production at scale for external products and customers • Deep expertise in distributed-systems architecture, including services handling hundreds of millions of transactions and terabytes of data • 15+ years of experience in Machine Learning or AI, focused on or specializing in audio and voice GenAI solutions at scale • Deep expertise with LLMs, RAG, prompt engineering, fine-tuning, high-scale audio/voice models, and LLM evaluations • Strong background in scalable relational data stores, including PostgreSQL at scale, Vitess, and Spanner • Strong background in scalable NoSQL data stores, including Bigtable and Redis • Operational experience with GCP or AWS cloud-native infrastructure • Experience with Kubernetes, infrastructure-as-code, and highly available system design • Track record of leading cross-team technical initiatives with measurable business outcomes • Ability to influence without direct authority, build consensus across organizational boundaries, and translate technical tradeoffs into business terms • Deep production experience delivering customer-facing GenAI at scale • Experience building low-latency, high-accuracy AI agents • Mandatory deep production experience delivering meaningful audio or voice solutions to external products at scale • Background in compliance-heavy environments such as healthcare or fintech • Experience navigating regulatory requirements in technical design • External technical leadership through open-source contributions, conference speaking, or published technical writing • Successful completion of a background check • Must be legally eligible to work in the US • Must disclose whether visa sponsorship is currently or prospectively required

🏖️ Benefits

• Background check conducted in accordance with applicable laws • Equal opportunity and inclusive workplace • Disability or special-needs accommodation available • AI-assisted candidate experience for job descriptions, interview scheduling, and application review