Data Scientist

Job title: Data Scientist (Full time)

Report to: Data Science Manager in Pune

Job Responsibilities

• Work with medical microscopic image, blood glucose, and miRNA datasets to solve challenging large-scale problems and build a state-of-the-art machine learning/deep learning architecture/pipelines.
• In charge of developing end-to-end pipeline for Generative AI, blood glucose monitoring, miRNA based cancer detection, multi-class classification of urine sediments, and urine sediment detection.
• Build a faster models or optimize the model to achieve high inference speed without degradation of detection or classification performance.
• Work on time series forecasting and sequential data modeling problems as observed in blood glucose monitoring
• Quick in grasping the problem or domain of the dataset, create hypotheses, quickly implement those can achieve high performance within a short time.
• Ready to work in any area (image, tabular data, or time-series data)
• Design and develop product - deployable, accelerated AI algorithms that meet real-time performance and resource-constrained deployment requirements.
• Communicate highly technical results and methods clearly, as well as coordinate with researchers in Japan who design and develop medical AI products.
• Register dataset samples/images in database

Qualifications and Requirements

• Bachelor or above in either of Computer Science / IT, Data Science, or Major in Electrical/Electronics or Mechanical with minor in Data Science or Computer Science
• 1+ year experience in Python coding in Visual Studio or CursorAI
• 2+ years of professional work experience as data scientist
• 2+ years of professional work experience with ML/deep learning framework and libraries
• 2+ years of Professional experience with classical Image Processing, time series prediction
• Professional experience in training production ready machine learning/deep learning models
• Candidates should be able to quickly implement research papers from top conferences like NeurIPS, CVPR, ECCV etc.
• Prior experience in developing IP (patents) and publishing papers (icing on the cake)

Preferred Skills

• PhD in either of Computer Science / IT, Data Science, or Major in Electrical/Electronics or Mechanical with minor in Data Science or Computer Science
• 1+ year experience in AWS S3 and EC2 compute instance usage

Location

Pune, India