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BABASF Digital Farming GmbH

Agronomic Modeller - Machine Learning Engineer(m/w/x)

Köln
Full-time, Part-timeOn-siteExperienced
AI/ML
Data Science

Modeling weed growth in rice and key crops for global digital farming platforms. Proficiency in Python and clean code writing required. Mobile working in Germany and location-specific preventive health services.

Requirements

  • Degree in computer science, related subject, or professional track record
  • Proficiency in Python and clean code writing
  • Experience with ML libraries and frameworks
  • Familiarity with CI/CD, Docker, and cloud platforms
  • Fluent English and advantageous German skills
  • Structured, solution-oriented style and analytical skills

Tasks

  • Develop and deploy machine learning models
  • Model weed growth in rice and other key crops
  • Explore and support improved model architectures
  • Develop features to improve machine learning capabilities
  • Implement new or improved model architectures
  • Monitor and ensure model performance during the season
  • Recommend model adaptations based on performance
  • Improve models using feedback from digital agronomists
  • Collaborate with agronomic modelers and machine learning engineers
  • Embed models into decision support systems
  • Enhance field-specific decision logics for weed management
  • Interact with technical teams to implement endpoints
  • Maintain technical endpoints within xarvio
  • Define data needs for model development
  • Define data needs for validation trials

Work Experience

approx. 1 - 4 years

Education

Bachelor's degree

Languages

EnglishBusiness FluentGermanBasic

Tools & Technologies

Pythonsci-kit learnTensorFlowPyTorchXGBoostCI/CDDockerAWSGCPAzure

Benefits

Flexible Working

  • Mobile working in Germany
  • Flexible working time models

Career Advancement

  • Inspiring development networks

Learning & Development

  • Professional and personal development

Healthcare & Fitness

  • Location-specific preventive health services

More Vacation Days

  • 30 days of vacation
  • Special leave and sabbatical

Public Transport Subsidies

  • Free Deutschlandticket

Company Bike

  • Attractive job bike leasing

Additional Allowances

  • Moving costs subsidy

Parking & Commuter Benefits

  • Parking fees subsidy

Free or Subsidized Food

  • Lunch subsidy
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