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Senior 3D Machine Learning Scientist (m / w / d)

Senior 3D Machine Learning Scientist (m / w / d)

ExocadDarmstadt
To strengthen our exocad ML / AI team in Darmstadt we are looking for you as .Senior 3D Machine Learning Scientist (m / w / d). We are seeking a talented and driven individual to join our team as a Senior...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Physicist or Engineer (all genders)

Physicist or Engineer (all genders)

GSI Helmholtzzentrum für SchwerionenforschungDarmstadt, DE
GSI Helmholtzzentrum für Schwerionenforschung” in Darmstadt operates one of the leading particle accelerators for science. GSI and FAIR offer the opportunity working in this international environmen...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Senior Research Scientist Molecular Biology

Senior Research Scientist Molecular Biology

AB EnzymesDarmstadt, DE
R&D and business environment, working with cutting edge technologies involved in a broad portfolio of diverse projects.The role requires a strong background in Molecular Biology and Fungal genetics...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
  • Gesponsert
Engineer or Physicist for supervision of superconducting magnet production and the testing Reference : 25.23-6352

Engineer or Physicist for supervision of superconducting magnet production and the testing Reference : 25.23-6352

GSI Helmholtzzentrum für Schwerionenforschung GmbHDarmstadt, Germany
The GSI Helmholtz Centre for Heavy Ion Research (Helmholtzzentrum für Schwerionenforschung), a member of the Helmholtz Association of German Research Centres, is one of the largest investigation ce...Mehr anzeigenZuletzt aktualisiert: vor 4 Tagen
Postdoc / Scientist in Synthetic Metalorganic Chemistry (all genders) limited to 2 years

Postdoc / Scientist in Synthetic Metalorganic Chemistry (all genders) limited to 2 years

Merck KGaA, Darmstadt, GermanyDarmstadt, Germany
The Materials Innovation Pipeline (MIP) seeks a curious, open-minded synthetic chemist who is experienced in advanced metalorganic chemistry. In line with Electronics mission to Advance Digital Livi...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Data Scientist / Data Analyst / Data Engineer (m / w / d) bis zu 7.000€

Data Scientist / Data Analyst / Data Engineer (m / w / d) bis zu 7.000€

Tech Staff Solutions Heidelberg GmbHDarmstadt, Hessen, DE
7.000,00 € monatlich
Über Uns Du bist auf der Suche nach einer neuen Herausforderung? Dann bist Du hier genau richtig.Als deutschlandweit tätiger Personalvermittler haben wir es uns zur Aufgabe gemacht, Dich mit den fü...Mehr anzeigenZuletzt aktualisiert: vor 19 Tagen
Chemist (m / f / d) - Flavour Analytics

Chemist (m / f / d) - Flavour Analytics

DöhlerGroupDarmstadt, DE
Are you interested in high-quality, natural, and tasty nutrition?.We are! It’s our ambition to shape the future of nutrition. Döhler is a leading global producer of natural ingredients and solutions...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Data Scientist (m / w / d)

Data Scientist (m / w / d)

SVABensheim
Umsetzung von Workshops im Bereich Big Data / Data Science.Erarbeitung einer projektspezifischen Lösung und Architektur für Kundenprojekte. Umsetzung von Data-Science-Projekten beim Kunden.Datenaufb...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
Senior 3D Machine Learning Scientist (m / w / d)

Senior 3D Machine Learning Scientist (m / w / d)

Align TechnologyDarmstadt, DE
To strengthen our exocad ML / AI team in Darmstadt we are looking for you as Senior 3D Machine Learning Scientist (m / w / d) Start date : 01. We are seeking a talented and driven individual to join our te...Mehr anzeigenZuletzt aktualisiert: vor über 30 Tagen
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Senior 3D Machine Learning Scientist (m / w / d)

Senior 3D Machine Learning Scientist (m / w / d)

ExocadDarmstadt
Vor 30+ Tagen
Stellenbeschreibung

To strengthen our exocad ML / AI team in Darmstadt we are looking for you as

Senior 3D Machine Learning Scientist (m / w / d)

Start date : 01.09.2024 or later

We are seeking a talented and driven individual to join our team as a Senior 3D Machine Learning Scientist. In this role, you will have the exciting opportunity to contribute to the advancement of our cutting-edge dental software solutions. Your primary responsibility will be to improve existing 3D machine learning models by adapting and training them, making crucial decisions about data collection and labeling. Additionally, you will play a vital role in designing novel machine learning algorithms to tackle real-world problems in the dental industry.

In this role, you will …

  • Develop and improve machine learning models for 3D tooth shape generation. This entails : Building data pre- and post-processing pipelinesAdapting, implementing and training 3D geometric machine learning models
  • Work on numerical optimization algorithms to complement the ML models
  • Work closely with our dentists and dental technicians to build domain knowledge into the algorithms
  • Optimize test-time ML pipelines for speed and memory usage
  • Build processes to validate performance and robustness of the test-time ML pipelines

In this role, you’ll need …

  • Min. a bachelor's degree in informatics or similar education
  • A strong background in Computer Graphics / Computer Vision / Machine Learning
  • 5+ years of experience in Python and the following libraries : PyTorch3D geometry processing libraries such as trimesh, pymeshlab, open3d, libiglStandard data processing libraries such as numpy, opencv, scikit, scipy
  • Profound knowledge of CI / CD, DevOps, MLOps, Unit Tests
  • Experience with 3D / geometric machine learning architectures
  • Knowledge about the most common neural network architectures such as AE, VAE, MLP, CNN, transformer, GAN, diffusion model
  • Knowledge about generative AI
  • The ability to work on cutting-edge research projects, while having a product mindset
  • Nice to have …

  • Some dental knowledge
  • Some experience with C++
  • Some experience with other ML frameworks, such as TensorFlow
  • Some experience with parallel computing / code optimization
  • Some experience developing mathematical optimization algorithms
  • Some experience in cloud computing / deployment including AWS, Docker
  • What we offer you …

  • Exciting and varied activities in a dynamic and growth-oriented software company
  • Positive working atmosphere that promotes both individual freedom and responsibility
  • Strong team spirit and very good working atmosphere
  • Modern offices and workstations, working with the latest technologies
  • Flexible working hours
  • Hybrid work, Monday and Friday home office is possible
  • Training opportunities
  • Company events
  • Sports opportunities and work-life balance
  • Free drinks, fruit and snacks / Canteen with own cook
  • Good transport connections
  • JobTicket / JobBike
  • Our Mission

    exocad's mission is to make high-quality dental restorations accessible to everyone. At exocad you will work on a product that gives people more quality of life every day. exocad offers you a very interesting working environment in one of the market-leading software companies in the dental industry.