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Velo3D

Posted 24 days ago

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Senior Machine Learning Engineer

FremontHybrid

AI Summary

A Senior Machine Learning Engineer at Velo3D will build printability prediction models for complex part geometry using image, thermal, simulation, and sensor data, design data collection processes and databases, deploy models into production, and work with cross-functional teams to support manufacturing workflows.

About this role

Position Overview:
We are looking for a machine learning engineer to kick start our efforts to predict printability of complex part geometry. The ideal candidate will have experience in organizing data and developing machine learning models on geometric data.

Responsibilities

  • Build a printability model: Work with the process, preprint and applications team to develop ML models using image, thermal, simulation and other sensors to predict the printability of complex CAD models.

  • Help define our data collection processes: Design, develop, and help maintain structured and unstructured databases that support data ingestion, storage, and retrieval from diverse data streams.

  • Deploy models into production: work with the preprint team to deploy the developed models into production.

Qualifications

Required

  • Experience with machine learning pipelines particularly on geometric data.

  • Experience working in a production software engineering environment.

  • Strong programming skills in Python or C++.

    • Preferred

    • Experience with powder bed fusion based manufacturing

    • Knowledge of manufacturing data workflows, IoT sensor data, or industrial automation systems.

Skills

C++Database DesignData IngestionData RetrievalData StorageGeometric DataImage DataIndustrial Automation SystemsIoT Sensor DataMachine Learning PipelinesPowder Bed Fusion ManufacturingProduction DeploymentPythonSimulation DataThermal Data

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