Data Scientist

ARKRAY, Inc.; Pune District; Sur place; INR 700 000 - 1 000 000; Plein temps

Résumé du poste

A medical technology company is seeking an Associate to develop machine learning algorithms for medical datasets in Pune, India. The role requires a Master's/Ph.D. in a relevant field and experience in Python, deep learning frameworks, and time-series problems. Candidates with publications in top-tier conferences will have an advantage.

Qualifications

• Must have a CGPA greater than 8.0.
• 1-2 years of professional programming experience.
• Demonstrated experience with machine learning models.
• 1–2 years of professional work experience with Python or C++, Pandas
• 1–2 years of professional experience with PyTorch or TensorFlow
• Familiar with time series algorithms, NLP, CV, etc.
• Ability to read and implement research papers from top conferences.
• Develop IP and publish papers.
• Proficiency in Windows, Linux, Docker, PowerPoint, and Git

Responsabilités

• Solve Time series and medical image processing problems.
• Develop machine learning algorithms for medical datasets.
• Communicate technical results clearly.
• Communicate technical results concisely and clearly
• Collaborate with researchers in Japan to understand requirements and data

Connaissances

Python

C++

Machine Learning

Deep Learning

Signal Processing

TensorFlow

Time Series

NLP

Computer Vision

Read papers

Formation

Master/Ph.D. in relevant field

Major in Computer Science or Data Science

GPA > 8.0

Outils

Pytorch

TensorFlow

Docker

Git

Linux

Git

Description du poste

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.

Requirements

• Master/Ph.D. in relevant field from tier-1 colleges
• Major in Computer Science and Engineering or Data Science
• CGPA greater than 8.0
• 1~2 years of professional work experience with programming language/s Python or C++, Pandas
• 1~2 years of experience of professional 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)

Senioriy Level

Associate

Employment Type

Full-time

Job Function

Information Technology

Industries

Medical Equipment Manufacturing and Hospitals and Health Care