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Forward Deployed Engineer, Production (Audio AI Data)

david ai • United States
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Own the loop between customer AI models and data production at David AI, designing experiments, improving data quality, and shipping tools to accelerate model improvements. Requires AI-native engineering, problem-solving, and cross-team collaboration. Must thrive in a fast-paced, research-driven environment.

Key Highlights
Own the end-to-end loop between customer AI models and data production.
Ship experiments and tooling in days, not weeks, with a focus on measurable model improvements.
Collaborate with research engineers to design ablations, benchmarks, and operational improvements.
Key Responsibilities
Run daily experiment loops to improve customer AI models using data.
Design ablations, benchmarks, and operational improvements for data quality.
Build tooling (eval harnesses, pipelines, analysis tools) to accelerate experiments.
Collaborate with research teams to translate findings into actionable data changes.
Shape experimentation practices and engineering culture as the team scales.
Technical Skills Required
Machine Learning Research Workflows Data Pipeline Engineering Audio/Signal Data Processing
Benefits & Perks
Unlimited PTO
Top-notch health, dental, and vision coverage (100% coverage for most plans)
FSA & HSA access
401k access
Meals twice daily (DoorDash) + snacks/beverages at office
Unlimited company-sponsored Barry’s classes
Visa sponsorship for international candidates (H-1B, O-1, etc.)
Nice to Have
3+ years of ML engineering/product engineering experience
Degree in CS/Electrical Engineering or equivalent
Experience with audio/speech models or signal data
Direct experience working with technical/enterprise customers

Job Description

About David AI

David AI is the first audio data research company. We bring an R&D approach to data—developing datasets with the same rigor AI labs bring to models. Our mission is to bring AI into the real world, and we believe audio is the gateway.

We generate audio data for the world’s leading speech and audio labs. Data only matters if it makes a customer’s model measurably better, and finding out whether it does is your job.

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