Department: Research & Development

Location: EMEA-Israel-Caesarea

Description

Do you want to join an international team within an innovative fast-paced medical device company? Grab the opportunity and make good use of your Mathematical and programming skills and affinity to medical device

Key Responsibilities

• You will define and execute the automation strategy for validating 3D and computer vision algorithms.
• You will develop robust 3D and computer vision algorithmic tests.
• You will drive adoption of statistics based best practices for algorithm quality assurance and continuous integration.
• You will integrate validation processes into CI/CD environments for rapid feedback and deployment readiness.
• You will define robust statistics based KPIs, metrics, and benchmarks for complex algorithmics pipeline accuracy, robustness, and computational efficiency using synthetic and real-world data-driven validation workflows
• You will build automated reporting dashboards/reports to track validation results and highlight anomalies.
• You will participate in design reviews to influence algorithm development from a validation perspective.
  
  

Skills, Knowledge & Expertise

• At least BSc/MSc in Computer Science, Electrical Engineering, Physics, or related field (PhD preferred).
• At least 5 years of experience in algorithm development, algorithm validation, automated testing.
• Proven experience with 3D reconstruction, computer vision, and machine learning algorithms.
• Knowledge of statistical validation methods and performance benchmarking.
• Strong programming skills and hands-on experience in Python (C++ is a plus).
• Experience with test automation frameworks (e.g., PyTest) and CI/CD tools.
• Familiarity with computer vision libraries (OpenCV), 3D libraries (Open 3D, MeshLab) and ML frameworks (TensorFlow, PyTorch), Knowledge of 3D geometry processing and related data formats (meshes, point clouds, registration).
• Background in data science, statistical data analysis, data visualizations and report generation
• Experience in medical imaging or regulated environments – an advantage
• Familiarity with cloud-based validation environments and distributed testing – an advantage
  
  

Job Benefits

• At least BSc/MSc in Computer Science, Electrical Engineering, Physics, or related field (PhD preferred).
• At least 6 years of experience in algorithm development, algorithm validation, automated testing.
• Proven experience with 3D reconstruction, computer vision, and machine learning algorithms.
• Knowledge of statistical validation methods and performance benchmarking.
• Strong programming skills and hands-on experience in Python (C++ is a plus).
• Experience with test automation frameworks (e.g., PyTest) and CI/CD tools.
• Familiarity with computer vision libraries (OpenCV), 3D libraries (Open 3D, MeshLab) and ML frameworks (TensorFlow, PyTorch), Knowledge of 3D geometry processing and related data formats (meshes, point clouds, registration).
• Background in data science, statistical data analysis, data visualizations and report generation
• Experience in medical imaging or regulated environments – an advantage
• Familiarity with cloud-based validation environments and distributed testing – an advantage
  
  

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Equal Opportunity Statement

Align Technology is an equal opportunity employer. We are committed to providing equal employment opportunities in all our practices, without regard to race, color, religion, sex, national origin, ancestry, marital status, protected veteran status, age, disability, sexual orientation, gender identity or expression, or any other legally protected category. Applicants must be legally authorized to work in the country for which they are applying, and employment eligibility will be verified as a condition of hire.