Staff Machine Learning Engineer, Gen AI | Voice & Speech

Ovii's Interpretation of the Role

Weave seeks a Staff Machine Learning Engineer to lead the design and delivery of GenAI‑powered voice and audio capabilities. The role drives ML infrastructure, platform tooling, and cross‑team technical strategy for a healthcare communication suite serving thousands of practices.

Role Snapshot

• Staff‑level ML technical leader
• Design and scale ML infrastructure
• Drive cross‑team AI initiatives
• Mentor senior engineers
• Shape engineering standards

Must-Have Requirements

• Distributed systems architecture
• Generative AI (LLMs, RAG, Prompt Engineering, Fine‑Tuning)
• Audio/Voice GenAI models
• Scalable data stores (PostgreSQL, Vitess, Spanner, Bigtable, Redis)
• Cloud platforms (GCP or AWS)
• Kubernetes & infrastructure‑as‑code
• MLOps pipelines
• Machine Learning
• Audio/Voice GenAI
• Distributed Systems
• US‑based remote work
• Background check

Nice-to-Have Signals

• Low‑latency AI agents
• Compliance‑heavy domain experience
• External technical leadership (open source, speaking, writing)
• Customer‑facing GenAI
• Compliance‑heavy environments

Work Setup

• Location: United States
• Work mode: REMOTE
• Remote scope: COUNTRY_RESTRICTED
• Remote countries: United States
• Employment type: Full-Time

Eligibility Gates

• Work authorization: must be authorized to work in the United States
• Visa sponsorship: no
• Background check: background check

Not Specified in JD

• Salary range
• Visa sponsorship
• Relocation
• Travel
• Shift/Timezone
• Security clearance
• Coding test
• Portfolio
• GitHub
• Writing sample
• Cover letter

What You'll Likely Work On

• Design and build ML infrastructure and tooling for internal and external products
• Create scalable, resilient services for data integration and event processing
• Consult product and engineering teams on ML patterns, trade‑offs, and data lifecycle
• Lead cross‑team technical initiatives that deliver measurable business outcomes
• Shape company‑wide standards for observability, reliability, and distributed systems
• Mentor staff and senior engineers, elevating architectural thinking across the fellowship

Good Fit If You Have

• Enjoys influencing without direct authority and building consensus across org boundaries
• Thrives in a fast‑moving, healthcare‑focused environment
• Has a strong conviction in technical discussions while staying open to better ideas