Application Engineer, CV/ML
LumafieldIndustrial CT company
San Francisco, United StatesMid
Lux Capital
Kleiner Perkins
DCVC
Spark Capital
IVP
Matter Venture Partners
Data & AI
About the role
TL;DR
Develop and implement machine learning models for defect detection and dimensional analysis.
- •Lumafield is looking for an ML-experienced, customer-facing engineer to help customers achieve business results with CT-generated data.
- •Key Responsibilities Build, train, and validate computer-vision models on 2D and 3D CT data for customer inspection use cases.
- •Develop deep working knowledge of Voyager and the Lumafield platform, and apply it to build and deliver customer solutions.
- •Operate Lumafield scanners, perform analysis in Voyager including defect detection, and present results to customers.
- •Requirements 3+ years of professional experience including hands-on work building and evaluating computer-vision models on image data.
- •Comfortable seeing a model through the full lifecycle: data preparation, labeling, training, evaluation, and iteration based on real-world performance.
- •Experience working directly with customers or other non-ML stakeholders to translate business and engineering problems into ML solutions.
Required skills
Computer VisionPythonTensorFlowPyTorchscikit-learn
Nice-to-have skills
DockerKubernetesCI/CDGitLinux
Tech stack
Computer VisionPythonTensorFlowPyTorchscikit-learnDockerKubernetesCI/CDGitLinux