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Experienced Software Engineer - Machine Learning Infra
@Plaid
Software Development
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Salary
-
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Remote
Location
🇺🇸
USA Only
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Job Type
Full-time
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Posted
1mth ago
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[Hiring] Experienced Software Engineer - Machine Learning Infra @Plaid
Nov 22, 2024 - Plaid is hiring a remote Experienced Software Engineer - Machine Learning Infra. 📍Location: USA.
The Plaid Machine Learning Infrastructure (ML Infra) team is responsible for creating and maintaining the foundational systems, tools, and processes that enable efficient, scalable, reliable, responsible and secure machine learning workflows for Plaid ML practitioners. The core ML Infra components and responsibility covering core areas but not limited to these:
1. Feature Store Development: Developing a robust and efficient Feature Store platform customized for Plaid use cases to streamline feature engineering for both batch and real-time streaming features.
2. Model Serving and Deployment: Developing and maintaining infrastructure and tools for deploying models into production with observability and low latency.
3. Data Exploration and Experimentation: Using both vendor-based solutions, like Sagemaker Notebook and in-house/open-source solutions, like ML-Flow and Trino, to support early model experimentation, model version monitoring, and tracking
4. ML Data Cost: Developing creative framework to forecast, monitor, attribute and track the cost for end-to-end ML development life cycle.
You will lead the machine learning Infra team to design and develop Feature Store Platform for Plaid. You will support the team to set the multi-year technical strategy and roadmap. You will maintain current infrastructure for ML developer environment, ML model training, ML data feature creation/serving, ML model hosting/serving, ML model management, ML model service monitoring, vendor services (Tecton, OpenAI, Sagemaker and etc), and the CI/CD pipelines/infrastructure deploying all assets.
You will also help pioneer on early foundation of LLM AI platform for Pl. Working with MLEs and product engineers to support different ML-based product lines and working with other Data Platform engineers to continuously improve overall Plaid data ecosystems.
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| 🇺🇸 | Be aware of the location restriction for this remote position: USA Only |
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Back to Remote jobs >
Software Development
Software Development
|
Salary
-
|
Remote
Location
🇺🇸
USA Only
|
|
Job Type
Full-time
|
Posted
1mth ago
|
🙈 Does this job need an edit?
| 🇺🇸 | Be aware of the location restriction for this remote position: USA Only |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. | ️
