Responsibilities
- Lead and support the ML Infra team, driving project execution and ensuring delivery on key commitments.
- Build and launch Plaid’s next-generation feature store to improve reliability and velocity of model development.
- Define and drive adoption of an ML Ops “golden path” for secure, scalable model training, deployment, and monitoring.
- Ensure operational excellence of ML pipelines, deployment tooling, and inference systems.
- Partner with ML product teams to understand requirements and deliver solutions that accelerate model development and iteration.
- Recruit, mentor, and develop engineers, fostering a collaborative and high-performing team culture.
Qualifications
- 8–10 years of experience in ML infrastructure, including direct hands-on expertise as an engineer, IC/TL.
- 2+ years of experience managing infrastructure or ML platform engineers.
- Proven experience delivering and operating ML or AI infrastructure at scale.
- Solid technical depth across ML/AI infrastructure domains (e.g., feature stores, pipelines, deployment, inference, observability).
- Demonstrated ability to drive execution on complex technical projects with cross-team stakeholders.
- Strong communication and stakeholder management skills.
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