Geometric Analysis and Machine Learning Specialist

4 days ago

bhavnagar, India beBeeGeometric Full time

Job Title: Geometric Analysis and Machine Learning SpecialistOverview:This role focuses on developing machine learning models for geometric analysis of injection molded plastic parts.Key Responsibilities:Design, implement, and optimize machine learning algorithms for automated feature detection in 3D CAD models.Build predictive models for manufacturing cost estimation, cycle time prediction, and defect analysis.Develop real-time inference engines optimized for browser-based deployment using TensorFlow.js/ONNX.js.Implement data pipelines for continuous model training and improvement.Technical Requirements:Proficiency in programming languages such as Python, JavaScript, and C++.Experience with machine learning frameworks like TensorFlow, PyTorch, or Keras.Knowledge of computer vision algorithms and their applications.Understanding of WebAssembly modules and their use cases.Benefits:Opportunity to work on cutting-edge projects at the intersection of AI and manufacturing.Collaborative environment with experienced professionals in the field.Professional growth and development opportunities.Requirements:Bachelor's degree in Computer Science, Mathematics, or a related field.2+ years of experience in machine learning, computer vision, or related fields.Strong problem-solving skills and attention to detail.Ability to communicate complex ideas effectively.Preferred Skills:Experience with STEP/STL file processing and AI analysis workflows.Knowledge of moldflow simulation capabilities and quality prediction models.Familiarity with DevOps practices and continuous integration/continuous deployment (CI/CD) pipelines.

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