Senior Machine Learning Engineer Clinical Team
MidjourneyVisit Midjourney website
Community-funded AI research lab and company providing image and video generation tools.
South San Francisco, United States
About Midjourney
Midjourney, Inc. provides image-generation services through its website and Discord-based services, enabling users to generate and edit images and create videos.
Skills
3d SlicerActive LearningComputed TomographyData CurationData LabelingDataset VersioningDrift MonitoringHipaaImage SegmentationInferenceInstance SegmentationItkMachine LearningMedical ImagingModel EvaluationModel TrainingMonaiNnu-NetPytorchSamSelf-Supervised LearningSemantic SegmentationSimpleitkTransformerUltrasoundU-NetVolumetric Imaging
About the Role
You will own tissue-class segmentation and labeling models for ultrasound CT clinical analysis. You will adapt models across 2D, 3D, and fused inputs; define training and evaluation pipelines; coordinate labeling specifications and dataset quality; and deploy versioned HIPAA-bound analysis services with low-latency inference, confidence estimates, drift monitoring, and safe fallbacks.
Requirements
- Applied machine learning model development, training, and evaluation
- Image segmentation including semantic or instance segmentation
- 2D and 3D or volumetric imaging
- Deep-learning tooling such as PyTorch
- Design controls and model documentation and verification
Responsibilities
- Own tissue-class segmentation and labeling models for ultrasound CT clinical analysis
- Retune models across 2D, 3D volumetric, and 2D by 3D fusion inputs
- Define training and evaluation pipelines, datasets, and metrics
- Coordinate labeling specifications, quality control, and dataset versioning with contractors, clinicians, and cloud or data partners
- Productionize models into versioned HIPAA-bound analysis services with reproducible inference, confidence estimates, drift monitoring, and safe fallbacks