Research Engineer - Audio AI Data Pipelines

David AI Labs, Inc.; San Francisco (CA); On-site; USD 150,000 - 200,000; Full time

Benefits offered by this job

Unlimited PTO

Top-notch health, dental, and vision

401k access

Meals 2x daily through DoorDash

Barry’s classes

Job summary

David AI Labs, Inc. is seeking a Research Engineer to turn large-scale speech and audio collections into high-quality datasets. You will design algorithms, build data pipelines, and deploy production-grade inference systems in a collaborative environment.

Requirements include 3+ years in data/ML roles, strong Python, and experience producing end-to-end ML pipelines from concept to production. Opportunity to impact datasets used by leading AI labs and customers.

Qualifications

• 3+ years of professional engineering or applied research experience in data systems, algorithms, applied ML, information retrieval, or speech and audio.
• Strong Python skills and experience building maintainable, production-quality software.
• End-to-end ownership of ML pipelines, from proof-of-concept to production deployment.

Responsibilities

• Design algorithms and metrics using advanced signal processing algorithms and ML models to derive insights from thousands of hours of audio data.
• Build scalable data processing pipelines for analyzing, filtering, deduplicating, and curating large speech and audio datasets.
• Develop production-grade inference algorithms, pipelines, and APIs with cross-functional teams that unlock key insights into our data for our customers.
• Collaborating with our Operations team to gather useful training and evaluation datasets to improve the quality of our models.
• Architect systems that enable resilient, durable inference and evaluations.
• 3+ years of professional engineering or applied research experience in areas such as data systems, algorithms, applied ML, information retrieval, or speech and audio.

Skills

Python

ML pipelines

Data processing

Production software

Cloud deployment

Education

Master's degree in Computer Science or related field

PhD in Computer Science or related field

Tools

AWS

Docker

Job description

David AI Labs, Inc. is seeking a Research Engineer to turn large-scale speech and audio collections into high-quality datasets. You will design algorithms, build data pipelines, and deploy production-grade inference systems in a collaborative environment.

Requirements include 3+ years in data/ML roles, strong Python, and experience producing end-to-end ML pipelines from concept to production. Opportunity to impact datasets used by leading AI labs and customers.