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Mô tả công việc
Glints Recommended: This job is handpicked by the Glints team based on the company, its job description clarity and compensations & benefits provided. When applying to this job, Glints will work with the employers to respond to your application within 5 to 7 working days. Please note that only jobs with Glints Recommended line on the title are eligible for this campaign.
The hiring process includes CV screening, an initial interview with the Glints team, followed by HR personnel for cultural fit and hiring managers for related competencies. A technical test is sometimes required. Please note that some jobs would demand a different process based on the company's specific requirements and candidates' performance.
Responsibilities
Develop and deploy deep learning / machine learning models
Collaboratively work to solve research problems
Develop new algorithms and computational tools to solve research problems
Review research code created by other team members
Closely collaborate with cardiologists and clinical researchers within the organization
Experience and Requirements
BS/MS/Ph.D. in Computer Science/Software Engineering or related disciplines
Experience with state-of-the-art computer vision deep learning architectures, including for Image Segmentation and Classification
Solid experience with Python, TensorFlow, Keras, Jupyter, Git
Experience with ML frameworks such as XGBoost, SKLearn, Pandas, TFServing
Experience deploying scalable machine learning pipelines
An inquisitive and innovative mind - Strong self-motivation with the ability to deliver the occasional miracle
Ability to fit in with an extremely international team of overachievers that love working and playing hard
Nice to have
Background in medical imaging.
Software Engineering experience
Familiarity with Amazon SageMaker, Amazon Web Services (AWS), REST APIs and Docker
Familiarity with database technology such as PostgreSQL, MongoDB
The hiring process includes CV screening, an initial interview with the Glints team, followed by HR personnel for cultural fit and hiring managers for related competencies. A technical test is sometimes required. Please note that some jobs would demand a different process based on the company's specific requirements and candidates' performance.
Responsibilities
Develop and deploy deep learning / machine learning models
Collaboratively work to solve research problems
Develop new algorithms and computational tools to solve research problems
Review research code created by other team members
Closely collaborate with cardiologists and clinical researchers within the organization
Experience and Requirements
BS/MS/Ph.D. in Computer Science/Software Engineering or related disciplines
Experience with state-of-the-art computer vision deep learning architectures, including for Image Segmentation and Classification
Solid experience with Python, TensorFlow, Keras, Jupyter, Git
Experience with ML frameworks such as XGBoost, SKLearn, Pandas, TFServing
Experience deploying scalable machine learning pipelines
An inquisitive and innovative mind - Strong self-motivation with the ability to deliver the occasional miracle
Ability to fit in with an extremely international team of overachievers that love working and playing hard
Nice to have
Background in medical imaging.
Software Engineering experience
Familiarity with Amazon SageMaker, Amazon Web Services (AWS), REST APIs and Docker
Familiarity with database technology such as PostgreSQL, MongoDB
Yêu cầu
Kỹ năng bắt buộc có
sklearn
Jupyter
XGBoost
Python
Tensorflow
sklearn
Jupyter
XGBoost
Python
Tensorflow
Thông tin khác
SGD5.000 - 7.000/month
Software Engineering
Việc làm fulltime
1 - 3 năm kinh nghiệm
Hot Job
Ứng Tuyển Nhanh
Đánh dấu
Chia sẻ
Software Engineering
Việc làm fulltime
1 - 3 năm kinh nghiệm
Hot Job
Ứng Tuyển Nhanh
Đánh dấu
Chia sẻ
Thông tin chung
- Ngày hết hạn: 14/09/2022
- Thu nhập: SGD5.000 - 7.000/month
Giới thiệu công ty
Xem trang công ty
Our mission is to improve patient outcomes and expand healthcare access by democratizing echocardiograms - the most commonly used tool for the detection of heart risk - through the use of AI.
Us2 is building a future where everyone, from the most advanced tech-driven regions to the most...
Us2 is building a future where everyone, from the most advanced tech-driven regions to the most...
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