Agriculture Image & Vision Data Scientist

Bayer AG; Creve Coeur (MO); On-site; USD 110,000 - 165,000; Full time

Job summary

Bayer seeks a Data Scientist to apply machine learning, deep learning, and image processing to remote sensing and plant phenotyping imagery. You will collaborate with scientists, IT and engineering teams to develop predictive models and analytics that inform Bayer's agricultural operations, with a focus on reproducibility and rigorous documentation.

The role emphasizes communication of results to stakeholders and building scalable solutions in a fast-paced, collaborative environment.

Qualifications

• Ph.D. in Data Science, Computer Vision, Machine Learning, Imagery or Robotics; or MS with 4+ years of post-MS experience in a related field.
• Experience working with imagery and deriving insights from it (remote sensing data and phenotyping imaging). Familiarity with analytical techniques specific to image analysis is essential.

Responsibilities

• Leverage expertise in image analysis, statistical analysis, ML, and deep learning to analyze complex imagery data and develop actionable insights for agricultural operations.
• Write comprehensive model documentation detailing problem formulation, modeling approach, validation, data requirements, and implementation steps.
• Adhere to data science best practices including peer review, code review, documentation, coding standards, and ensuring reproducibility.
• Build cross-functional relationships to partner with business stakeholders and Bayer’s Data Science community to co-develop innovative solutions.
• Communicate results to key stakeholders in a clear and compelling manner.

Skills

Machine learning

Deep learning

Image processing

Python

Communication

Education

PhD in Data Science/Computer Vision/ML/Imaging/Robotics

MS with 4+ years post-MS experience

Tools

OpenCV

TensorFlow

PyTorch

Job description

Bayer seeks a Data Scientist to apply machine learning, deep learning, and image processing to remote sensing and plant phenotyping imagery. You will collaborate with scientists, IT and engineering teams to develop predictive models and analytics that inform Bayer's agricultural operations, with a focus on reproducibility and rigorous documentation.

The role emphasizes communication of results to stakeholders and building scalable solutions in a fast-paced, collaborative environment.