SatSure Analytics India Pvt. Ltd.
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SatSure - Machine Learning Researcher - Deep Learning (4-6 yrs) Bangalore
Location:
Bangalore
Description:
Role & Responsibilities :- To Implement deep-learning models and/or frameworks that can be used in scene/semantic/panoptic segmentation, object classification, and synthetic data generation using High-Resolution Earth Observation Data.- To Design and implement performance evaluation frameworks for incremental and step-function improvements.- To Explore and develop new methods for improving detection/classification performance.- To Build models monitoring and active learning pipelines to address the target and data shifts happening in the domain.- To Build models to solve open research problems on complex image preprocessing, computer vision, object identification, segmentation, change monitoring, multi-source data fusion, etc from High-Resolution Earth Observation data sources.- To Define and implement performance metrics for the research problems and be very methodical / organized with experiment management and performance evaluations.Qualifications :- Master's degree or PhD in Engineering, Statistics, Mathematics or Computer Science, Machine Learning / Deep Learning domains.- 4-5 years of industrial experience in machine learning-based data product research and development in addition to a relevant educational background in the field of Computer Science, Mathematics, Engineering, or Machine Learning.Must-Have :- Experience with tools/frameworks from theoretical and practical aspects of computer science and ML/DL.- This includes calculus, probability, statistics, learning theory, etc.- Prior experience and core foundational knowledge on working with statistical modeling techniques and deep learning fundamentals, such as CNN, RNN, Transformers, GANs, etc include sequence networks eg LSTMs - Proficiency in Python or C++, with hands-on experience in using ML frameworks such as Tensorflow/Pytorch, Pytorch Lightning, MxNet, etc .Good to Have :- Ability to design, develop, and optimize for machine learning/ deep learning models.- Knowledge of the application of ML for earth observation data is good to have.- Appetite for research and implementing innovative solutions for complex problem.Benefits :- Medical Health Cover for you and your family including unlimited online doctor consultations.- Access to mental health experts for you and your family.- Dedicated allowances for learning and skill development.- Comprehensive leave policy with casual leaves, paid leaves, marriage leaves, bereavement leaves.- Twice a year appraisal (ref:hirist.tech)
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More About this Listing: SatSure - Machine Learning Researcher - Deep Learning (4-6 yrs) Bangalore
SatSure - Machine Learning Researcher - Deep Learning (4-6 yrs) Bangalore is a Research Research Associate Job at Satsure Analytics India located in India. Find other listings like SatSure - Machine Learning Researcher - Deep Learning (4-6 yrs) Bangalore by searching Oodle for Research Research Associate Jobs.
SatSure - Machine Learning Researcher - Deep Learning (4-6 yrs) Bangalore is a Research Research Associate Job at Satsure Analytics India located in India. Find other listings like SatSure - Machine Learning Researcher - Deep Learning (4-6 yrs) Bangalore by searching Oodle for Research Research Associate Jobs.