Principal AI Algorithm Engineer
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Job Location:
Monthly Salary:
Posted on:
19 hours ago
Vacancies:
1 Vacancy
Job Summary
At Johnson & Johnsonwe believe health is everything. Our strength in healthcare innovation empowers us to build aworld where complex diseases are prevented treated and curedwhere treatments are smarter and less invasive andsolutions are our expertise in Innovative Medicine and MedTech we are uniquely positioned to innovate across the full spectrum of healthcare solutions today to deliver the breakthroughs of tomorrow and profoundly impact health for more at
Job Function:
R&D Product DevelopmentJob Sub Function:
R&D Software/Systems EngineeringJob Category:
Scientific/TechnologyAll Job Posting Locations:
Beijing ChinaJob Description:
Job Responsibilities
Lead R&D of core 3D point cloud algorithms including design and implementation of point cloud preprocessing segmentation feature extraction and 3D reconstruction modules.
Develop real time computer vision algorithms for video/image tasks: model design training hyperparameter tuning pruning/quantization and inference performance optimization.
Build medical data processing pipelines including data cleaning statistical analysis and visualization.
Collaborate with frontend backend and product teams to drive stable algorithm deployment in medical scenarios.
Produce standardized deliverables under the Quality Management System (QMS) such as algorithm design documents validation reports and risk assessments.
Qualifications
Masters degree or higher in Computer Science Electronic Engineering Mathematics Pattern Recognition or a related field preferred.
5 years of experience in computer vision and 3D point cloud R&D with end to end experience from data preparation and model training to deployment.
Proficient in PyTorch or TensorFlow; experienced in model training/tuning loss design model compression (pruning/quantization) and real time inference optimization.
Strong practical experience in 3D point cloud processing; proficient with open3D or equivalent tools for point cloud processing registration and reconstruction.
Excellent data processing skills; proficient with NumPy and Pandas for high performance data cleaning and statistical analysis.
Solid algorithmic fundamentals including 3D geometry linear algebra graph theory and probability/statistics.
Strong engineering implementation skills and code quality awareness; experience delivering modular reusable and testable software.
Prior experience in the medical industry and familiarity with QMS is a plus.
Required Skills:
Preferred Skills:
Coaching Critical Thinking Innovation Model-Based Systems Engineering (MBSE) Organizing Project Management Report Writing Requirements Analysis Research and Development Researching SAP Product Lifecycle Management Scripting Languages Software Acquisitions Software Development Management Software Engineering Practices Software Quality Assurance (SQA) Systems Development Lifecycle (SDLC) Technologically Savvy Training PeopleRequired Experience:
Staff IC
Key Skills
- Design
- Academics
- AutoCAD 3D
- Cafe
- Fabrication
- Java
About Company
About Johnson & Johnson A t Johnson & Johnson, we believe good health is the foundation of vibrant lives, thriving communities and forward progress. That’s why for more than 130 years, we have aimed to keep people well at every age and every stage of life. Today, as the world’s larges ... View more
