Data Science Intern
1 week ago
Job Responsibilities
- Solve Time series 1D (continuous glucose monitoring), RNA sequencing, and Computer vision (mainly medical images) problems
- Solve challenging problems using scalable 1D signal processing, machine learning, and deep learning approaches.
- In charge of developing state-of-the-art machine learning/deep learning algorithms for medical datasets
- Communicate highly technical results and methods concisely and clearly
- Collaborate with researchers in Japan to understand requirement as well request data.
Mandatory skills and experience
- Bachelor's or higher in computer science or related engineering fields from Tier-1/Tier-2 college
- 1+ years of experience with programming language/s Python or C++, Pandas
- 1+ years of experience of working with deep learning framework, i.e. Pytorch or Tensorflow
- Well acquainted with classical time series problems-algorithms, NLP, Computer vision etc.
- Demonstrated experience with machine learning/deep learning models.
- Candidates should be able to read and implement research papers from top conferences.
- Develop IP (patents) and publish papers.
- Proficiency in Windows, Linux, dockers, PPT, and Git commands are highly required.
Preferred skills and experience
- Master/Ph.D. in relevant field from tier-1 colleges
- Experience working with time-series, text, and sequential datasets in real world settings.
- Proven track record of research or industry experience on Time series problems, NLP, tabular datasets.
- Well acquainted with machine learning libraries such as pandas, scikit-learn etc.
- Experience programming in Azure or GCP or other cloud service.
- Publications in top-tier conferences will be a plus.
Working time: 9:00-18:00 ( 1hour break )
Working location: Pune office or Remote work
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