AI Machine Learning Engineer 3D Developer (remote part/full time)

Stack

Responsibilities

• ▹Develop advanced feature-extraction and data-processing solutions for 3D CAD, 2D and batch data feeding machine learning systems
• ▹Build, train and industrialize deep learning models that understand geometry and drive the quoting, calculation and optimization engines
• ▹Enhance and extend the 2D/3D/CAD tools and geometry solutions
• ▹Design, engineer and own cloud services, APIs and automated model training and deployment, from proof of concept to production under real load
• ▹Go deep across interconnected cloud, data, computer vision and ML services spanning multiple languages and platforms

Requirements

• ▹Machine learning / deep learning experience: real development work or serious projects building, training and shipping models (PyTorch, PyTorch Lightning, scikit-learn or similar), not just coursework or library calls
• ▹Strong mathematical understanding: linear algebra, geometry, statistics, probability
• ▹Strong software engineering: 5+ years across dynamically and statically typed languages (for example Python plus C++/C#)
• ▹Hands-on experience in game development, 3D geometry, rendering, fluid simulations, CUDA/GPU programming or similar
• ▹Experience building or maintaining systems running under heavy load

Nice to have

• ▹CAD system development experience; CNC / mechanical industry exposure
• ▹ML industrialization: ONNX, quantization, Docker, MLOps practices, automated model training and deployment
• ▹Large-dataset work: processing, clustering, filtering, indexing and querying; statistical testing and outlier analysis
• ▹Cloud services (AWS/Azure), SQL and NoSQL databases, full-stack experience (for example Angular)

Soft skills

What we offer

• ▹25 days of holiday
• ▹Long-term stability of a profitable company
• ▹A mix of technologies that builds up experience
• ▹Relocation opportunities after a few years

About the company

For over 10 years Imnoo has been bridging applied artificial intelligence and heavy industrial machinery. Its leading SaaS platform analyzes CNC parts, automates quoting and planning, and connects the cloud with manufacturers' shop-floor machines.