Machine Learning / Research Engineer (m/f/d)

Permanent employee, Full-time · Tutzing b. München

Your mission
  • Conduct cutting-edge research on deep learning methods, stay updated with the latest ML/AI advancements and integrate promising breakthroughs.
  • Design and develop ML models for classifying, organizing, and understanding documents by using state-of-the-art NLP and vision models.
  • Understand and integrate state-of-the-art Transformer architectures like GPT into ML models.
  • Experiment with attention mechanisms to improve document representation.
  • Implement interactive and dynamic document exploration.
  • Apply Key Information Extraction techniques to pinpoint key data within the documents.
  • Use AWS cloud services extensively for deployment, monitoring, and scaling of ML solutions.
  • Implement cutting-edge federated learning techniques and fine-tune on-device models while upholding user privacy.
  • Share insights, ideas, and methodologies that could contribute to the company's mission.
  • Work closely with a team of experienced AI experts.
Your profile
  • Master's degree in computer science, mathematics, electrical engineering, or a related field.
  • Proven experience in machine learning, deep learning, and data engineering.
  • Proficiency in Python, and familiarity with ML libraries like TensorFlow, PyTorch, or Keras. 
  • Experience with cloud platforms, especially AWS or Azure, is advantageous. 
  • Ability to conduct independent research and passion for innovation.
  • Exceptional problem-solving, analytical, and innovative thinking abilities.
  • Excellent communication and teamwork skills.
  • Fluent English and basic knowledge of German.
Why us?
Ready to join the wild space of Generative AI? This is the chance to join a startup in the early phase of a revolution in tech. Learn from successful founders and scientists, who have successfully sold to Apple and built unicorns. Be part of a small team, ready to listen and to make decisions.
About us
Knowlix GmbH is one of the most interesting German startups in the field of Generative Artificial Intelligence (GenAI). Our vision is to free every person with a smartphone of any paperwork-problem using GenAI.
Knowlix develops its own models of different sizes, that run on phones, as well as large backends and drive our consumer app - PaperChill.

The experienced founding team has successfully build the tech-company metaio, which was acquired by Apple in 2015. Chief Scientist and advisor Matthias Niessner, Professor at TUM, was a co-founder of the unicorn Synthesia Inc.

Your application!
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