Machine Learning Associate
Job description
About Us
At BioMind, we are committed to build advanced technologies to help hospitals diagnose medical conditions of patients. Founded in Singapore, we are a rapidly growing machine learning startup backed by VCs and angels with deep connections in Asian market. We have a strong team of deep learning scientists, software engineers and medical experts, and are currently inviting aspiring individuals to join us to create huge and meaningful impact to the medical industry in Asia.
What we are looking for?
A strong technical guy with a geeky background like computer science, physics, mathematics who loves programming, solves tough problems, fascinated by maths and physics and wants to learn artificial intelligence and build deep learning models. Machine learning background is not a requirement.
The candidate
Our aim is to align you with the activities which truly interest you; will stretch you technically; help you grow and impact on billions of patients.
Some of the things you will learn.
1. computer vision: image segmentation, localization, classification
2. deep learning techniques, research techniques, paper writing
3. deep learning tools: tensorflow, numpy, pandas, sklearn, scipy, seaborn
4. building deep learning models, understanding the learning mechanisms
5. Learning from professors from MIT, NUS, Tsinghua.
6. Interacting with top neurologists and doctors
Education:
Bachelor / Master / PhD in engineering or computer science or mathematics or physics
We can offer you:
Master, Teach, Learn - The opportunity to work with, learn from and share knowledge with ultra-smart colleagues in a culture of collaboration and technical excellence. We groom our employees and make sure that they stay at the cutting edge of the technology stack.
Impact - Huge potential to make a positive contribution across our business, people and partners
Remuneration – Competitive pay with share award for top performers.
We are willing to groom engineers and fresh graduates who don’t have a background in deep learning but are interested to learn. You will also have the opportunity to attend top machine learning conferences like NIPS and ICML.
助理深度学习算法研究员
关于我们
我们是一家人工智能医学影像公司，主要从事深度学习在医学影像上的研究与开发。我们有着充足的资金和市场渠道。如今正处在快速上升期。并且我们拥有一支强大的深度学习科学团队，软件工程师和医学专家。我们如今正在寻找有潜质的个人来加入我们的团队一起改善医生的诊断质量，造福病人。
我们想要寻找的
这是一个人工智能入门的岗位，对于拥有这方面的知识没有一定要求。适合的人选需拥有很强的数学和逻辑思维，很强的编程能力。并且有着很强的理科背景，对数学物理有着强大的兴趣。有着很强的工程能力和创造力。喜欢阅读，热爱思考。对于难题，有很强的解题毅力，不解不放弃。并对科技很感兴趣，特别是人工智能和深度学习。
加入我们你将有机会学习到：
1. 计算机视觉，深度学习算法在医学方面的应用比如病灶分割，分类，定位。
2. tensorflow, Numpy, sklearn 等等各种深度算法的工具
3. 各种有趣的医学知识，比如如何诊断脑肿瘤，什么是小血管病等等
4. 和世界顶级的科学家包括 MIT, Harvard 和清华的教授老师交流。
对你的要求很简单：
1. 数学，物理，计算机，工程类本科／硕士／博士
2. 懂至少一个编程语言
3. 能够熟练编程
4. 数学基本功扎实
我们可以给予你的
我们将给予你非常有竞争力的薪酬。并且对于能力强，贡献大的员工，将基于公平合理的股票奖励。同时你也有机会参加一些国际顶尖机器学习会议如 NIPS 和 ICML。并和我们强大的科研团队进行交流学习。
办公地点：北京市丰台区花乡桥北或者是海淀区五棵松
薪资范围：20k-30k/月，优秀者根据具体情况调整薪资；
实习时间：每周5天，可以持续3个月以上。
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