Deep learning algorithm researcher

workהגשת מועמדות
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תיאור משרה

The Zebra algorithms team is a leader in modern computer vision and deep learning practices.

The team is in charge of creating cutting edge algorithmic products which detect and diagnose a wide variety of medical conditions from medical images.

These solutions help make medical diagnosis faster, more accurate and more accessible to millions of patients around the world.

As a researcher on the team, you will get a chance to work alongside some of the best minds in the field and implement the latest Deep learning and computer vision algorithms, in a multidisciplinary and dynamic environment.


Responsibilities:

  • Research, design and develop deep learning and computer vision algorithms to detect a wide variety of medical conditions from image and textual data.
  • Work with a multi-disciplinary team of medical doctors, engineers, and designers to deliver an end-to-end product: from the idea phase, through collecting and assessing the data, exploring algorithmic approaches, developing, testing, validating and integrating the algorithm in the production environment.
  • Read and implement algorithms publications in the field of deep learning and computer vision, as well as publish your own work, and contribute to the community via conferences/meetups etc.
  • Participate in long term research efforts, and build excellence in the field of deep learning for imaging data
  • Contribute to the team’s methodologies, best practices and toolset, share your work and give/receive feedback from peers in the team

דרישות תפקיד

  • MSC. in computer science, preferably in the field of machine learning/computer vision
  • 3+ years of hands on development of complex machine learning models using modern frameworks and tools (ideally python based)
  • 1+ year of hands on experience with Deep learning using common open source frameworks and tools (Keras, TensorFlow, Theano, Caffe etc.)
  • Strong communication and collaboration skills
  • Team player, positive and driven, fast learner

Desirable skills/qualifications:

  • PHD in machine learning – very strong advantage
  • Experience in computer vision – very strong advantage
  • Publications/public speaking experience in the field of Machine learning – strong advantage
  • Experience in engineering, especially working with CI, docker, Hadoop, and distributed systems – strong advantage

workהגשת מועמדות

Zebra Medical Vision

על החברה

זברה מדיקל מפתחת מנוע לאבחון מדויק ומהיר של בדיקות דימות. החברה הוקמה ב-2014, גייסה עד היום כ-20 מיליון דולר, ופיתחה 5 אלגוריתמים אשר נעשה בהם שימוש שוטף בבתי חולים בארץ ובעולם, זאת לאחר שזכו לאישורים הרגולטורים המתאימים. בחברה עובדים על עשרות אלגוריתמים נוספים אשר נמצאים בשלבי פיתוח ואישור שונים, ואמורים לסייע בפיענוח בעיות קליניות קשות מבעוד מועד.

account_balanceעוד על Zebra Medical Vision