AI/ML Scientist

vor 2 Wochen


Heidelberg, Baden-Württemberg, Deutschland PAICON Vollzeit

At PAICON we put healthcare first. We want to push the boundaries of the healthcare and diagnostic sector by harnessing the power of machine learning and cloud computing. We believe that digital health solutions will truly be an entirely new way to empower doctors and patients. That will be the key force behind the transformation of healthcare. We are excited to build on our vision with our enthusiastic team- which is the core of our company.

We are a startup where everyone has a place to put ideas on the table. Our PAICON mantra is to have fun while you "grow" with our company In PAICON, "growth" | sparks with curiosity & passion | starts with initiative & innovation | prospers with teamwork & communication.

Tasks

We are looking for a highly motivated Deep Learning specialist with a solution-oriented mindset to join our growing team. Your expertise will be crucial in developing innovative health-care solutions. We promote a collaborative environment where critical thinking and constructive feedback are essential.

  • Design and implement deep learning techniques in computer vision and related areas.
  • Collect and preprocess data.
  • Guide data annotation for model training.
  • Develop high quality software for Image Analytics
  • Implement new state-of-the-art algorithms and ML models to support research and development.
  • Work with real-world medical data and design efficient pipelines for machine learning / deep learning.
  • Integrate the solution into application.
  • Document methods, procedures, and results.
  • Collaborate with others in a dynamic and lean multidisciplinary team environment.
  • Write and submit research articles.

Shape with us the future of healthcare with Deep Learning.

Requirements
  • PhD or Masters in Engineering, Computer Science, Applied Mathematics, Biostatistics, or related field.
  • Solid foundation in basic image processing techniques.
  • Demonstrated state-of-the-art knowledge of one or more specialization topics such as: Image processing/computer vision — particularly applications related to analysis of medical images from histopathology or radiology (segmentation, detection, classification)Demonstrated state-of-the-art knowledge of Image processing/Computer Vision — particularly applications related to analysis of medical images from histopathology or radiology (segmentation, detection, classification)
  • Strong analytical and mathematical skills.
  • Expert proficiency with Python and tools for algorithm and system development for data analysis, image analysis, and machine learning (e.g. pytorch, opencv).
  • Solid foundation in basic image processing techniques.
  • Experience with cloud computing resources.
  • Initiative and interpersonal skills, and ability to work in a collaborative, multidisciplinary team environment.
Benefits
  • As an early-stage employee, you have plenty of room to grow and take on responsibility
  • You enjoy flexible and trust-based working time, independent, hybrid working model and Christmas and New Year's Eve are always free.
  • You will receive individual onboarding as well as a very modern, motivating work environment to feel comfortable and with a healthy error culture.
  • Short decision-making processes, no bureaucracy and no politics make your work easier
  • Your efficiency should not be hindered by a lack of equipment – we provide you with everything you need to get started right away. You have the free choice of hardware.
  • We also focus on your personal and professional development: together we define your goals and development opportunities.
  • Join us for a drink and spend quality time with the team – we believe innovative ideas are crafted best with joint efforts

We are continuously expanding our benefits as we grow to ensure an environment where our team feels comfortable and excited to disrupt the healthcare and AI world. As long as you have the eagerness to learn, grow and have the confidence that you can a make difference with and within PAICON we would be happy to hear from you even if you do not meet 100% of the requirements

We are looking forward to getting to know you

A medical cloud and digital healthcare company focusing on diagnostic algorithms


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