Senior Machine Learning Research Engineer (Computer Vision)

Требования:

• 3+ years of work experience (industry or academia) in the field of computer vision;
• Solid understanding of machine learning algorithms, you know which one to choose for which problem;
  
• You know how to design experiments and how to statistically analyze the results;
• Experience with a common deep learning framework, preferably pytorch/tensorflow;
  
• Experience in one or more of the following: CNNs (2D and 3D), Semantic Segmentation, Bayesian Modeling, Class Activation Mapping (or similar visualization techniques);
  
• Strong coding skills in Python;
  
• Strong Upper-Intermediate level of English.
  

Будет плюсом:

• Experience in medical imaging;
• Experience (C/C++);
• Experience with docker;
• Experience with cloud computing (e.g. on AWS);
• Experience with relational and non-relational data bases;
• Knowledge of a Quality Management System.
  

Обязанности:

• You will develop and train models for detecting and diagnosing medical conditions from radiological image data (MRI, CT);
• You will be researcher and engineer at the same time: You will scan publications and evaluate the latest research, you will implement, test and analyze the most promising approaches, and finally you will transfer your results to production with the help of our engineers;
• When developing solutions, you have the needs of our stakeholders in mind: In healthcare, interpretability and confidence assessment of predictions are key aspects.
  

Условия работы:

• You will have the opportunity to work on impactful, interesting and complex problems beyond standard deep learning object classification;
  
• You will join a highly interdisciplinary team of motivated and highly collaborative data scientists, engineers, physicists and medical doctors with rapid decision-making processes;
  
• You will play a key role in shaping our computer vision infrastructure from the ground up;
  
• Flexible working schedule;
  
• 8-hour working day (From the office or remotely);
• Unlimited tea/coffee/cookies;
  

О проекте:

We're a Berlin-based medtech startup dedicated to building AI-powered software that supports radiologists with their daily work: Analyzing medical images.Our first attachment helps identifying Alzheimer's and multiple sclerosis, is already certified as a medical product and thereby ready for market launch. In 2019, we want to extend our product range to detect and diagnose a larger variety of medical conditions from image data. This is why we're looking for you to support our small team of machine learning enthusiasts!