Machine Learning Systems Engineer
Company Name:-
Qualcomm India Private Limited
Job Location:-
Bengaluru, Karnataka
Job Summary:-
Company:
Qualcomm India Private Limited
Job Area:
Engineering Group, Engineering Group > Systems Engineering
Job Overview:
Qualcomm is a company of inventors that unlocked 5G ushering in an age of rapid acceleration in connectivity and new possibilities that will transform industries, create jobs, and enrich lives.
But this is just the beginning.
It takes inventive minds with diverse skills, backgrounds, and cultures to transform 5Gs potential into world-changing technologies and products.
This is the Invention Age – and this is where you come in.
GENERAL SUMMARY
Minimum Qualifications
Bachelor’s degree in Engineering, Information Systems, Computer Science, or related field.
2+ years Software Engineering or related work experience.
2+ years experience with Programming Language such as C, C++/ Python, etc.
Desired Skills and Aptitudes
Strong theoretical understanding of model architectures of various object classification, object detection models, recommender systems, NLP, Text and voice processing models, 3D models
Experience in creating new Neural NW architectures for different use cases and the use of correct datasets, achieving the desired target accuracy
Forward looking attitude, analyse upcoming trends in neural NWs and technics
Strong understanding of various model quantization techniques.
Strong understanding of various model pruning and compression techniques.
Strong in mathematical statistics, probability theory and Linear algebra related to Machine Learning / Deep Neural NWs
Strong understanding in traditional Machine learning methods such as Linear & Logistic regression, SVM, Kernel methods, Decision trees, Bagging and Boasting techniques, etc.
is desirable
Understanding of performance and accuracy metrics fo
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