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CAD AI Machine Learning / Deep Learning Engineer – Coding Wizard(m/w/x)
CAD data feature extraction, cloud service engineering, and data processing for CNC manufacturing SaaS platform. 5+ years in dynamically/statically typed languages and CAD system development experience required. Unlimited home office flexibility.
Anforderungen
- Strong software and coding skills
- 5+ years in dynamically typed and statically typed languages
- Strong problem-solving skills
- CAD system development experience
- 3D, geometry, game development, fluid simulations, rendering, CUDA or similar experience
- Experience in systems running in production under heavy load
- Educational background in mathematics or statistics
- Industry/Mechanical experience in CNC and related fields
- Hands-on experience in Frontend (e.g., Angular) and Backend development
- Full-stack development experience
- Familiarity with machine learning/deep learning libraries, such as scikit-learn, PyTorch, and PyTorch Lightning
- Experience with industrialization tools for machine learning models, including quantization, ONNX, and Docker
- Knowledge of MLOps practices and pipeline development
- Expertise in processing, clustering, filtering, indexing, and querying large datasets efficiently
- Proficiency in automated model training and deployment
- Strategic data analysis and research skills, including statistical testing, error propagation, and identifying clusters or outliers
- Experience with cloud services, particularly AWS and Azure Cloud Services
- Strong database skills: SQL and NoSQL
- Deep understanding of data structures
- Familiarity with compiled languages like C#, C++, or similar
Aufgaben
- Develop advanced feature extraction solutions for CAD data
- Create data-processing solutions for 2D and batch data
- Design and engineer cloud services and APIs
- Implement automated model training and deployment
- Build and maintain tools for production systems
- Own services from proof of concept to production-ready
- Gain knowledge of cloud, data, computer vision, and ML services
- Maintain and enhance optimization and machine learning services
- Improve 2D, 3D, and CAD tools and solutions
Berufserfahrung
- 5 Jahre
Ausbildung
- Bachelor-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Angular
- scikit-learn
- PyTorch
- PyTorch Lightning
- ONNX
- Docker
- AWS
- Azure Cloud Services
- SQL
- NoSQL
Benefits
Flexibles Arbeiten
- Fully flexible work style
- Unlimited home office flexibility
Karriere- und Weiterentwicklung
- Career growth opportunities
Weiterbildungsangebote
- Professional development support
Startup-Atmosphäre
- Dynamic work environment
Snacks & Getränke
- Snacks of your choice
Mehr Urlaubstage
- 25 days of vacation annually
Familienfreundlichkeit
- Excellent work-life balance
Noch nicht perfekt?
- Dentsply SironaVollzeitmit HomeofficeManagementZürich
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CAD AI Machine Learning / Deep Learning Engineer – Coding Wizard(m/w/x)
CAD data feature extraction, cloud service engineering, and data processing for CNC manufacturing SaaS platform. 5+ years in dynamically/statically typed languages and CAD system development experience required. Unlimited home office flexibility.
Anforderungen
- Strong software and coding skills
- 5+ years in dynamically typed and statically typed languages
- Strong problem-solving skills
- CAD system development experience
- 3D, geometry, game development, fluid simulations, rendering, CUDA or similar experience
- Experience in systems running in production under heavy load
- Educational background in mathematics or statistics
- Industry/Mechanical experience in CNC and related fields
- Hands-on experience in Frontend (e.g., Angular) and Backend development
- Full-stack development experience
- Familiarity with machine learning/deep learning libraries, such as scikit-learn, PyTorch, and PyTorch Lightning
- Experience with industrialization tools for machine learning models, including quantization, ONNX, and Docker
- Knowledge of MLOps practices and pipeline development
- Expertise in processing, clustering, filtering, indexing, and querying large datasets efficiently
- Proficiency in automated model training and deployment
- Strategic data analysis and research skills, including statistical testing, error propagation, and identifying clusters or outliers
- Experience with cloud services, particularly AWS and Azure Cloud Services
- Strong database skills: SQL and NoSQL
- Deep understanding of data structures
- Familiarity with compiled languages like C#, C++, or similar
Aufgaben
- Develop advanced feature extraction solutions for CAD data
- Create data-processing solutions for 2D and batch data
- Design and engineer cloud services and APIs
- Implement automated model training and deployment
- Build and maintain tools for production systems
- Own services from proof of concept to production-ready
- Gain knowledge of cloud, data, computer vision, and ML services
- Maintain and enhance optimization and machine learning services
- Improve 2D, 3D, and CAD tools and solutions
Berufserfahrung
- 5 Jahre
Ausbildung
- Bachelor-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Angular
- scikit-learn
- PyTorch
- PyTorch Lightning
- ONNX
- Docker
- AWS
- Azure Cloud Services
- SQL
- NoSQL
Benefits
Flexibles Arbeiten
- Fully flexible work style
- Unlimited home office flexibility
Karriere- und Weiterentwicklung
- Career growth opportunities
Weiterbildungsangebote
- Professional development support
Startup-Atmosphäre
- Dynamic work environment
Snacks & Getränke
- Snacks of your choice
Mehr Urlaubstage
- 25 days of vacation annually
Familienfreundlichkeit
- Excellent work-life balance
Über das Unternehmen
Imnoo AG
Branche
Manufacturing
Beschreibung
The company develops a flagship SaaS platform that enhances efficiency for CNC manufacturers through quality assurance.
Noch nicht perfekt?
- Dentsply Sirona
Senior Software Engineer (AI and Machine Learning)(m/w/x)
Vollzeitmit HomeofficeManagementZürich - ANYbotics
Senior AI Research Engineer, Visual Perception(m/w/x)
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Machine Learning Engineer(m/w/x)
Vollzeitmit HomeofficeBerufserfahrenZürich - Scandit
Senior Machine Learning Engineer (Computer Vision)(m/w/x)
Vollzeitmit HomeofficeSeniorZürich - ANYbotics
Senior AI Research Engineer in Visual Perception(m/w/x)
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