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Intern Computervision

Posted 26 Mar 2024
Work experience
0 to 1 years
Full-time / part-time
Full-time
Job function
Salary
€600 per month
Degree level
Required language
English (Fluent)

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At Bayer Crop Science, we’re harnessing the spirit of innovation to shape what’s possible for farmers, consumers, and the planet. Using the creative spark that comes from human ingenuity, we seek to deliver world-class innovation, set new standards in sustainability, and drive digital transformation. Within this fast-moving environment, we are looking for you as our intern Computervision.

Bayer Vegetable Seeds Bergschenhoek team Crop Science Analytics & Pipline Design is specialized in breeding, production and sales of vegetable seeds. Employment at this Bayer division means working for a fast-paced and ambitious company. We encourage individuals to excel in creativity and to show strong decision-making skills, team player mentality and entrepreneurial spirit.

An incredible opportunity to gain broad experience within a market-leading, innovative, multinational company exists. This is a chance to work in a multicultural environment within a highly motivated and professional team; the prospect of career advancement; a chance to build the future that you have always imagined.

Your main responsibilities

As an intern in Computer vision and Deep learning you will gain experience in the application of Artificial Intelligence and Deep learning to a state-of-the-art project in Analytics and pipeline design that aims to automate and improve digital phenotyping of vegetables using images. The deployment of deep learning models in embedded device is very desirable since these devices can be carried in the fields and greenhouses where internet connection is not always available. While deep neural networks can perform digital phenotyping with high accuracy the size of the trained models are usually too big to be deployed in the embedded devices. For this purpose, techniques like pruning, quantization and weight clustering are applied.

Activities can include, but are not limited to:

  • Exploring feasibility of different embedded devices for deep neural networks deployment like mobile phone as well as wearables like Microsoft HoloLens.
  • Miniaturizing deep learning models while keeping the right balance between accuracy and compression.
  • Deploying the deep learning model on the embedded device.
  • Compiling and presenting the results.

Who you are:

  • You have a MSc of PhD student degree in computer science, biostatistics, data science, or similar field.
  • You are available for a period of 6-12 months, starting from September 2021 onwards.
  • Experienced with Computer Vision and Deep Learning
  • You have experience with at least one of the deep learning frameworks Pytorch, Tensorflow or MXNET.
  • Experienced in embedded hardware and optimization of models.
  • You have experience in Python, C++ is an advantage.
  • Strong communication and analytical skills are required.
  • You speak English fluently, written as well as spoken, is required.
  • You are self-motivated, innovative, independent, a networker, agile, creative and result orientated.

We offer

  • The opportunity to work side by side with a Bayer Scientist and gain practical experience on numerous research activities within a market leading, international, organization.
  • Due to the broad scope of activities, you will be dealing with many different people and processes within Bayer Crop Science.
  • You will be part of an ambitious team.
  • A challenging internship in a dynamic, international and multicultural company.
  • A trainee allowance of EUR 600 per month.

Bayer is a global enterprise with core competencies in the Life Science fields of health care and agriculture. Our products and services are designed to benefit people and improve their quality of life. At the same time, we aim to create value through innovation, growth and high earning power.

Chemical
Utrecht
15,000 employees