Job title: Data Scientist (Full time)Report to: Data Science Manager in PuneJob 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 databaseQualifications 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 usageLocationPune, India
Job Title
Data Scientist