Staff Engineer - Computer Vision and Machine Learning
at MedTech: Our client is a leading firm in Medical devices.
C++
Machine Learning (ML)
Deep Learning
š Were Hiring: Staff Engineer ā Computer Vision & Machine Learning š
š Location: Gurugram
š¼ Experience: 7-10 Years
About the Role
We are seeking a passionate Computer Vision and Machine Learning expert to develop advanced solutions in medical imaging. If youāre excited about challenges like image segmentation, object detection, and 3D reconstruction, letās connect!
Mandatory Technical Skills:
ā Programming Languages: Proficiency in C++, Python, and C#.
ā Computer Vision Expertise: Experience with OpenCV for tasks such as:
- Image Segmentation
- Object Detection
- Pattern Recognition
- 3D Reconstruction
- ā ML/DL Frameworks: Proficiency in TensorFlow, PyTorch; hands-on experience with models like YOLO, U-Net, ResNet, VGG.
- ā Image Processing: Strong understanding of:
- Color-space transformations
- Histogram/Contrast enhancement
- Morphology and frequency domain filtering
- ā Medical Imaging Knowledge: Familiarity with modalities like CT, MRI, Ultrasound.
- ā Algorithms & Data Structures: Solid problem-solving, optimization, and analytical skills.
Additional Preferred Skills:
š¹ Advanced C++ (STL, multithreading, design patterns).
š¹ Python libraries: Numpy, Pandas, Scikit-learn.
š¹ Knowledge of tools like VTK, ITK, or MITK.
š¹ Understanding of healthcare regulations (e.g., FDA, CE).
Why This Role?
Youāll build cutting-edge Computer Vision and Machine Learning solutions for healthcare, making a meaningful impact on lives.
Shubham Vishwakarma
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ā C++ coding and debugging to strengthen and optimize systems.
ā Design and architecture (HLD/LLD) to ensure scalable and robust solutions.
ā Implementing and enhancing DevOps, Agile, and CI/CD pipelines to
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ā Define and refine the architectural vision and technical roadmap for enterprise
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ā Design scalable, maintainable, and secure systems in line with business goals.
ā Collaborate with stakeholders to translate requirements into technical
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ā Driving engineering initiatives to foster innovation, efficiency, and excellence.
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ā Oversee project timelines, deliverables, and quality assurance processes.
ā Coordinate cross-functional teams to ensure seamless integration of systems.
ā Identify risks and proactively implement mitigation strategies.
- Technical Leadership:
ā Lead and mentor a team of engineers, fostering a collaborative and high- performance culture.
ā Provide technical direction and guidance on complex software engineering challenges
ā Drive code quality, best practices, and standards across the engineering team.
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ā 12ā18 years in the tech industry, with 2ā4 years in technical leadership or managerial roles.
ā Technical Expertise: Expertise in C++ development, enterprise architecture, and scalable system design, and proficiency in performance optimization, scalability, software architecture, and networking principles. Extensive experience managing the full development lifecycle of large-scale software
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ā Strong knowledge of STL containers, multi-threading concepts, and algorithms. Solid understanding of memory management and efficient resource utilization.
ā Microservices Architecture Expertise: Experience in designing and implementing scalable, reliable microservices.
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Ā·Ā Ā Ā Ā Ā Ā Proficient in C, C++ development, OS concepts, Data Structures, Distributed computing, and Algorithms.
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Ā
How can you contribute to our success?
Ā· Ā Ā Ā Ā Ā Develop frontend as well as backend components for delivering product on cloud platforms.
Ā·Ā Ā Ā Ā Ā Ā Participate in activities that lead up to the code design. This may include activities such as developing prototypes, proof of concept, compare pros and cons of various implementation choices being considered and recommending the most appropriate one.
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Ā
Ā
What you need to have:- Have minimum 3 years hands-on experience on UiPath
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Ā
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Technology is at the heart of our organization. As part of the tech team you will
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Ā
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Good to have
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Ā
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Ā
Requirements:
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- Employee Stock Ownership Plan
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PythonC++CC++JavaC#
Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon