Staff Engineer CVML

Bengaluru - India

Monthly Salary: Not Disclosed

Posted on: Yesterday

Vacancies: 1 Vacancy

Job Summary

Work Flexibility: Hybrid

What you will do:

Develop3DMathsand 3D programming conceptsadvance computervisionandmedical image processing solutions.

Work on design and implementation of ML/DL solutions for image segmentation pattern recognition objectidentification.

Writehigh-qualityscalableand maintainable code in C#Cand Python forstate-of-the-artproducts.

Work closely with cross-functional teams including data scientists radiologists hardware engineers and other stakeholders to integrateadvancefeatures into clinical workflows and products.

Create andmaintaindetailed and clear technical documentation of the developed software components and algorithms ensuring regulatory compliance and reproducibility.

What You Need:

Minimum Qualifications (Required):

BTech/MTech inComputer Scienceor related field withfocuson Image Processing Computer Vision ML/DL.8-11years of experience in developing high quality codes using CC#and Python. Candidates with experienceinapi/library development will be preferred.

3D Math (Vectors Matrices Rotations Transformations Triangle Meshes Trigonometry Geometryetc). 3D programming concepts (hierarchical transformations scenegraph 3d mesh connectivitytesselationetc).

At least 5 years of experience developing Computer Vision and ML/DL solutions in image segmentation object detection patternrecognitionetc.

Preferredskill-set(Strongly desired):

Solid codingskillin C. Experience in OOP STL template programming multithreading basicdesign patterns is have excellent debugging and understanding of data structures and algorithms.

In-depth understanding of the Python software development stacks ecosystemsframeworksand tools such asNumpyScipy Pandas sci-kit-learn Pillow and TensorFlow/PyTorch. Candidateshould have excellentproficiencyin OpenCV.

In-depth understanding of color-space histogram contrast enhancement spatial and frequency domain filtering Morphology connected components analysis image segmentation object detection camera calibration pattern finding feature detectors geometry analysis multiple view geometry 3D reconstruction algorithms.

Excellent understanding of ML algorithms like SVM Random Forest regression analysis Cluster analysis with DL models like VGG YOLO U-NetResNetetc.

Knowledge of medical imaging modalities such as CT MRI or ultrasound and familiarity with medical data ofmedical device regulatory requirements and standards (e.g. FDA CE marking).Strong problem-solving skills and ability to work in collaborative cross-functional teams.

Basic understanding of C# will be an added understanding ofOpenGL and WebGLwill be an added prior experience with Unity OpenGL DirectXwill be an added with VTKITKand MITK will be an added advantage.

Travel Percentage: None

Required Experience:

Staff IC

Work Flexibility: HybridWhat you will do:Develop3DMathsand 3D programming conceptsadvance computervisionandmedical image processing solutions.Work on design and implementation of ML/DL solutions for image segmentation pattern recognition objectidentification.Writehigh-qualityscalableand maintainable...

Work Flexibility: Hybrid

What you will do:

Develop3DMathsand 3D programming conceptsadvance computervisionandmedical image processing solutions.

Work on design and implementation of ML/DL solutions for image segmentation pattern recognition objectidentification.

Writehigh-qualityscalableand maintainable code in C#Cand Python forstate-of-the-artproducts.

Work closely with cross-functional teams including data scientists radiologists hardware engineers and other stakeholders to integrateadvancefeatures into clinical workflows and products.

Create andmaintaindetailed and clear technical documentation of the developed software components and algorithms ensuring regulatory compliance and reproducibility.

What You Need:

Minimum Qualifications (Required):

BTech/MTech inComputer Scienceor related field withfocuson Image Processing Computer Vision ML/DL.8-11years of experience in developing high quality codes using CC#and Python. Candidates with experienceinapi/library development will be preferred.

3D Math (Vectors Matrices Rotations Transformations Triangle Meshes Trigonometry Geometryetc). 3D programming concepts (hierarchical transformations scenegraph 3d mesh connectivitytesselationetc).

At least 5 years of experience developing Computer Vision and ML/DL solutions in image segmentation object detection patternrecognitionetc.

Preferredskill-set(Strongly desired):

Solid codingskillin C. Experience in OOP STL template programming multithreading basicdesign patterns is have excellent debugging and understanding of data structures and algorithms.

In-depth understanding of the Python software development stacks ecosystemsframeworksand tools such asNumpyScipy Pandas sci-kit-learn Pillow and TensorFlow/PyTorch. Candidateshould have excellentproficiencyin OpenCV.

In-depth understanding of color-space histogram contrast enhancement spatial and frequency domain filtering Morphology connected components analysis image segmentation object detection camera calibration pattern finding feature detectors geometry analysis multiple view geometry 3D reconstruction algorithms.

Excellent understanding of ML algorithms like SVM Random Forest regression analysis Cluster analysis with DL models like VGG YOLO U-NetResNetetc.

Knowledge of medical imaging modalities such as CT MRI or ultrasound and familiarity with medical data ofmedical device regulatory requirements and standards (e.g. FDA CE marking).Strong problem-solving skills and ability to work in collaborative cross-functional teams.

Basic understanding of C# will be an added understanding ofOpenGL and WebGLwill be an added prior experience with Unity OpenGL DirectXwill be an added with VTKITKand MITK will be an added advantage.

Travel Percentage: None

Required Experience:

Staff IC

Key Skills

Computer Science
Docker
Kubernetes
Python
VMware
C/C++
Go
System Architecture
gRPC
OS Kernels
Perl
Distributed Systems

Apply Now

About Company

Stryker

Stryker is a global leader in medical technologies and, together with its customers, is driven to make healthcare better. The company offers innovative products and services in MedSurg, Neurotechnology, Orthopaedics and Spine that help improve patient and healthcare outcomes. Alongsid ... View more

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Staff Engineer CVML

Bengaluru - India

Job Summary

What you will do:

Develop3DMathsand 3D programming conceptsadvance computervisionandmedical image processing solutions.

Work on design and implementation of ML/DL solutions for image segmentation pattern recognition objectidentification.

Writehigh-qualityscalableand maintainable code in C#Cand Python forstate-of-the-artproducts.

Work closely with cross-functional teams including data scientists radiologists hardware engineers and other stakeholders to integrateadvancefeatures into clinical workflows and products.

Create andmaintaindetailed and clear technical documentation of the developed software components and algorithms ensuring regulatory compliance and reproducibility.

What You Need:

Minimum Qualifications (Required):

BTech/MTech inComputer Scienceor related field withfocuson Image Processing Computer Vision ML/DL.8-11years of experience in developing high quality codes using CC#and Python. Candidates with experienceinapi/library development will be preferred.

3D Math (Vectors Matrices Rotations Transformations Triangle Meshes Trigonometry Geometryetc). 3D programming concepts (hierarchical transformations scenegraph 3d mesh connectivitytesselationetc).

At least 5 years of experience developing Computer Vision and ML/DL solutions in image segmentation object detection patternrecognitionetc.

Preferredskill-set(Strongly desired):

Solid codingskillin C. Experience in OOP STL template programming multithreading basicdesign patterns is have excellent debugging and understanding of data structures and algorithms.

In-depth understanding of the Python software development stacks ecosystemsframeworksand tools such asNumpyScipy Pandas sci-kit-learn Pillow and TensorFlow/PyTorch. Candidateshould have excellentproficiencyin OpenCV.

Excellent understanding of ML algorithms like SVM Random Forest regression analysis Cluster analysis with DL models like VGG YOLO U-NetResNetetc.

Knowledge of medical imaging modalities such as CT MRI or ultrasound and familiarity with medical data ofmedical device regulatory requirements and standards (e.g. FDA CE marking).Strong problem-solving skills and ability to work in collaborative cross-functional teams.

Basic understanding of C# will be an added understanding ofOpenGL and WebGLwill be an added prior experience with Unity OpenGL DirectXwill be an added with VTKITKand MITK will be an added advantage.

What you will do:

Develop3DMathsand 3D programming conceptsadvance computervisionandmedical image processing solutions.

Work on design and implementation of ML/DL solutions for image segmentation pattern recognition objectidentification.

Writehigh-qualityscalableand maintainable code in C#Cand Python forstate-of-the-artproducts.

Work closely with cross-functional teams including data scientists radiologists hardware engineers and other stakeholders to integrateadvancefeatures into clinical workflows and products.

Create andmaintaindetailed and clear technical documentation of the developed software components and algorithms ensuring regulatory compliance and reproducibility.

What You Need:

Minimum Qualifications (Required):

BTech/MTech inComputer Scienceor related field withfocuson Image Processing Computer Vision ML/DL.8-11years of experience in developing high quality codes using CC#and Python. Candidates with experienceinapi/library development will be preferred.

3D Math (Vectors Matrices Rotations Transformations Triangle Meshes Trigonometry Geometryetc). 3D programming concepts (hierarchical transformations scenegraph 3d mesh connectivitytesselationetc).

At least 5 years of experience developing Computer Vision and ML/DL solutions in image segmentation object detection patternrecognitionetc.

Preferredskill-set(Strongly desired):

Solid codingskillin C. Experience in OOP STL template programming multithreading basicdesign patterns is have excellent debugging and understanding of data structures and algorithms.

In-depth understanding of the Python software development stacks ecosystemsframeworksand tools such asNumpyScipy Pandas sci-kit-learn Pillow and TensorFlow/PyTorch. Candidateshould have excellentproficiencyin OpenCV.

Excellent understanding of ML algorithms like SVM Random Forest regression analysis Cluster analysis with DL models like VGG YOLO U-NetResNetetc.

Knowledge of medical imaging modalities such as CT MRI or ultrasound and familiarity with medical data ofmedical device regulatory requirements and standards (e.g. FDA CE marking).Strong problem-solving skills and ability to work in collaborative cross-functional teams.

Basic understanding of C# will be an added understanding ofOpenGL and WebGLwill be an added prior experience with Unity OpenGL DirectXwill be an added with VTKITKand MITK will be an added advantage.

Key Skills

About Company

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