Continuous Integration and release Engineer
- Qualcomm
- 2 - 5 years
- Bengaluru
- 4 years ago
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Job Description
Minimum Qualifications
- Bachelors 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 for different class of neural NWs
- Background of HW architectures like GPUs, AI accelerators like TPUs will be a plus
- Strong development skills in C / Python
- Strong hands on expertise in Deep Learning frameworks such as Pytorch and TensorFlow
- Excellent communication skills (written and verbal) and team player
Job Classification
Industry: Electronic Components / SemiconductorsFunctional Area: IT Software - Application Programming, Maintenance,
Role Category: QA/Testing/Documentation
Role: QA/Testing/Documentation
Employement Type: Full time
Education
Under Graduation: Any Graduate in Any Specialization, B.Tech/B.E. in Production/IndustrialPost Graduation: Any Postgraduate in Any Specialization
Doctorate: Doctorate Not Required
Contact Details:
Company: Qualcomm TechnologiesLocation(s): Bengaluru
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Keyskills: Computer science continuous integration Logistic regression GIT Staffing Machine learning Shell scripting Windows SCM Python
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