Data Scientist

3 weeks ago

Pune Maharashtra India, Maharashtra ARKRAY, Inc. Full time

Job title: Data Scientist (Full time)

Report to: Data Science Manager in Pune


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.


Requirement

  • Master/Ph.D. in relevant field from tier-1 colleges
  • 1~2 years of experience with programming language/s Python or C++, Pandas
  • 1~2 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

  • 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.


Location

Pune, India

AWIFS office (Co-working space)

Elpro City Square Mall, MG Rd, Chinchwad Gaon, Chinchwad, Pimpri-Chinchwad, Pune, Maharashtra 41103

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