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Software Developer (m/f/d) Machine Learning

Permanent employee, Full-time · Garching bei München

About us
Whether it is attention to the detail of two perfectly interlocking gears or the enthusiasm with new technology to change the customer's world -everyone has its own drive. Nevertheless, we all have a desire to make Cancer diagnoses more reliable and faster, whether from personal experience or simple devotion to the underlying technology. Every day one step closer to our goal.
Your tasks
As our Developer (m/f/d) Machine Learning you are always one step ahead when it comes to new products, versions, and functionalities. You work together with our software developers and market experts to achieve the best possible results.

  • You analyze and segment using machine learning algorithms and image recognition features from image files
  • You optimize existing feature extraction methods from image files
  • You design new algorithms for detection and classification of medical samples
  • You derive specifications and requirements for our engineers
  • You develop 2D-/3D-segmentation methods as well as methods for identifying and quantitatively describing anatomical structures in 2D-/3D-images
  • You optimize methods for real-time processing, automatic analysis and post-processing of visual data and software for controlling imaging systems
  • You concept, initiate, prototype, scale and instrumentalize ideas for Computer Vision in medical technology
  • You keep track of the entire pipeline from the input of the data to fine-tuning algorithms for our plant
  • University degree in Mathematics/Statistics, Computer Science or a similar subject area
  • Experience in Machine Learning/Deep Learning/3D Imaging
  • Advanced knowledge in at least one of the following programming languages: Python, C++, MATLAB, R or similar analysis tools
  • Solid understanding of machine learning and statistics (Random Forests, Deep & Recurrent KNNs, CRFs, SVMs, etc.)
  • Experience with toolkits like OpenCV, ITK, Tensorflow or Theano
  • Basic understanding of Predictive Analysis and Object Recognition/Image Segmentation
  • Very good command of English is mandatory
Why inveox?
  • To the top: At inveox, we don't see our employees as resources, but as talents! That's why we offer you many opportunities for personal and professional development
  • Work-Life-Harmony: We support you in achieving the best performance through flexible working time models and home office option
  • Meet & Mentor: You will work in a highly entrepreneurial environment with experienced professionals, have the opportunity to meet renowned industry experts and receive an introduction to the German start-up scene
  • Learn & Grow: In addition to support within and outside your team, you will receive regular feedback and personal coaching as well as methodical and practical training to promote your professional growth
  • Team Spirit:  You can look forward to team lunches, a Christmas and summer party and lots of team events

Your application

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