Data Scientist-II
SigTuple
Data Science
Bengaluru, Karnataka, India
Posted on Jul 8, 2024
Role: Data Scientist II, SigTuple Technologies Pvt. Ltd.
SigTuple is looking for Data Scientists to develop our image analysis solutions for Hematology and Microscopy products.
In this role, you'll utilize your skills in AI, ML, DL to develop registration, segmentation, classification, clustering algorithms and other problems relevant to our products. You should be able to study and implement cutting-edge research papers, perform statistical analysis and evaluation of models and develop insights and strategies to improve model performance. You will be fully-hands on in productizing your solutions - make them scalable, optimize timing performance and ensure they work in the product without issues.
Responsibilities
Develop highly scalable ML and DL models for deployment in product, including training, testing, data analysis and model improvements.
Evaluate algorithms, build prototypes, perform analysis to make right choices for solutions.
Develop & deploy solutions in products, working closely with other engineering teams.
Develop IP, publish papers in relevant journals/conferences.
Requirements
B.Tech/M.Tech/M.S/PhD in Computer Science, EE, Mathematics, Statistics.
Minimum 4 years Industry experience in relevant field.
Strong understanding of fundamentals of ML, DL and Computer Vision.
Fluent in using toolkits/frameworks like PyTorch, Keras, Tensorflow and others.
Fluent in Python.
Strong fundamentals in traditional Image Processing will be a big plus.
Previous experience in Medical Image Processing will be a big plus.
See what we do (our products & technology) at https://www.sigtuple.com/