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DIdida Datenschmiede GmbH

Machine Learning Researcher(m/w/x)

Berlin
Full-time, Part-timeWith Home Office
AI/ML
Data Science

Applied research in meta-learning and hyperparameter search for computer vision and NLP software. Published academic papers in mathematics, physics, or computer science required. Flexible working hours, hybrid and remote work options.

Requirements

  • MSc or PhD in mathematics, physic, computer science or related field
  • Published academic papers, machine learning papers plus
  • Creative mind and problem-solving skills
  • Grounded knowledge of machine learning and deep learning

Tasks

  • Conduct machine learning research projects
  • Improve methodologies for better application performance
  • Research computer vision and NLP applications
  • Explore meta learning and hyperparameter search
  • Develop efficient neural network training methods
  • Transfer theoretical insights to practical use cases
  • Set new industry standards through research
  • Publish results in journals and conferences
  • Maintain strong connections to academia
  • Stay current with machine learning advances
  • Participate in collaborative learning and development
  • Apply cutting-edge machine learning algorithms
  • Detect roof elements from satellite and ground images
  • Infer 3D information to determine roof pitch
  • Estimate solar panel capacity for roofs
  • Classify paragraphs in legal documents
  • Evaluate legal effectiveness of text segments
  • Convert document scans to text
  • Develop labeling schemes for problem modeling
  • Automate paragraph detection and inference tasks

Education

  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Machine Learning
  • Deep Learning

Benefits

Flexible Working

  • Flexible working hours
  • Hybrid work model
  • Remote work options

Modern Office

  • Office in Berlin Schöneberg

Snacks & Drinks

  • Good coffee

Other Benefits

  • Research publishing support
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