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Deep Learning & Computer Vision Research Engineer
Location:
Beijing/Shanghai/Guangzhou
Description:
Join the team of highly skilled and innovative engineers and scientist to work on cutting edge technology for medical intelligence.
Airdoc is seeking deep learning and computer vision research engineer/scientist to join our vision group. The work involves developing robust and scalable network/algorithm to analyse medical images, as well as staying up-to-date on the last research result in the field.
Key Responsibilities:
Develop deep learning network and computer vision algorithm for 2D & 3D medial image analysis.
Develop algorithm for target detection, tissue segmentation and image classification in 2D & 3D.
Write clean and scalable code, cooperate with engineering team to deploy solid software.
Write high quality patent/publish papers/participate challenges.
Qualifications:
Bachelors/M.S in computer science or related field.
Develop algorithm for target detection, tissue segmentation and image classification in 2D & 3D.
Write clean and scalable code, cooperate with engineering team to deploy solid software.
Write high quality patent/publish papers/participate challenges.
Experiences in image classification, object detection, image segmentation, video analysis or other related computer vision field.
Experiences in image processing and other traditional computer vision method.
related project experiences preferred.
related challenges experiences preferred.
Machine Learning Research Engineer
Work Address
Beijing/Shanghai/Guangzhou
Description:
Join the team of highly skilled and innovative engineers and scientist to work on cutting edge technology for medical intelligence.
Airdoc is seeking machine learning and data mining research engineer/scientist to join our machine learning group. The work involves developing robust and scalable algorithm to analyse medical data, as well as staying up-to-date on the last research result in the field.
Key Responsibilities:
Develop machine learning/data mining algorithm on large scale medial dataset.
Develop algorithm for text data mining, medical data pattern recognition.
Write clean and scalable code, cooperate with engineering team to deploy solid software.
Write high quality patent/publish papers/participate challenges.
Qualifications:
Bachelors/M.S in computer science or related field.
Develop algorithm for text data mining, medical data pattern recognition.
Write clean and scalable code, cooperate with engineering team to deploy solid software.
Write high quality patent/publish papers/participate challenges.
related project experiences preferred.
related challenges experiences preferred.
Back-end Research Engineer
Duties:
Responsible for the architecture design and research of the back-end of API services
Responsible for the back-end research and maintenance of the cooperative projects with various hospitals
Responsible for structured in-storage of data
Requirements:
Majored in computer or relevant specialties, with a degree above junior college.
Familiar with programming in the context of Linux / Unix.
Proficient in PHP or Python.
Familiar with at least one kind of database, preferably MYSQL.
Familiar with common algorithms and data structures, network programming and multithread programming techniques.
Familiar with either Redis or MongoDB, and their working principles.
2 years or more than 2 years of experiences in back-end server development; familiar with the deployment, architecture and optimization of server-side programs.
Excellent team spirit, and strong networking skills.
Adept in learning new knowledge, strong hands-on skills and enterprising.
Those who are capable of designing web service architecture of massive page views or have relevant experiences are preferred.
Front-end Research Engineer
Duties:
Responsible for front-end development; capable of taking care of front-end, back-end, web-side and mobile-side; and qualified for the development tasks of various developments.
Communicate with product managers and architects to understand functional and performance requirements.
Responsible for the optimization of the performance and codes of products such as websites and H5.
Requirements:
More than 1 year of front-end development experiences, and excellent learning ability.
Familiar with the latest web technological framework and trends, and attempted new technologies/frameworks/libraries (vuejs、reactjs、angularjs etc).
Experiences as a user of Nodejs, Github, Gulp, and Webpack.
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