Job Location: Bangalore
Company:
Qualcomm India Private Limited
Job Area:
Engineering Group, Engineering Group > Systems Engineering
General Summary
.
Required Skills and Aptitudes
- Hands-on experience with Deep Learning frameworks like Keras, TensorFlow, ONNX, PyTorch, Caffe/Caffe2, etcโฆ
- Experience/understanding of NN architectures for CV, NLP and NLG models
- Experience with machine learning algorithms and architectures, including CNNs, and RNNs/LSTMs
- Strong python implementation skills (Min. 7/10)
- Strong C++ implementation and OOPS skills (min. 7/10)
- Strong in Data Structures and Algorithms (min. 7/10)
- Experience with GPUs, machine learning accelerators and related software is a plus
- Experience in creating new Neural NW architectures for different use cases and the use of correct datasets, achieving the desired target accuracy
Desirable Skills and Aptitudes
- Understanding of GPU and/or DSP architectures, familiarity with low-level hardware designs or assembly coding a plus
- Knowledge of ML compilers like TVM, GLOW, XLA is a plus
- Knowledge of machine learning runtimes like ONNX Runtime, Pytorch and TF runtimes is a plus
- Strong background in mathematical operations: linear algebra, fast math libraries a plus
- Excellent analytical, development, and debugging skills
Qualifications
- Bachelor’s / Masters/ PHD degree in Engineering, Machine learning/ AI, Information Systems, Computer Science, or related field.
- 3+ years Software Engineering or related work experience.
- 2+ years experience with Programming Language such as C++, Python.
Minimum Qualifications
Education:
Bachelors – Computer Science, Bachelors – Engineering, Bachelors – Information Systems
Work Experiences:
2+ years of Systems engineering or related work experience.
Certifications:
Skills:
Preferred Qualifications
Education:
Work Experiences:
Certifications:
Skills:
Applicants: If you need an accommodation, during the application/hiring process, you may request an accommodation by sending email to
accommodationsupport
To all Staffing and Recruiting Agencies: Our Careers Site is only for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications or resumes, and any such submissions will be considered unsolicited. Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees or any other company location. Qualcomm is not responsible for any fees related to unsolicited resumes/applications.
If you would like more information about this role, please contact
Qualcomm Careers
.
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