Qualcomm ML Applications - Engineer Senior 

India, Karnataka, Bengaluru 

4840224

Job Area:

Engineering Group, Engineering Group > Systems Engineering

As a leading technology innovator, Qualcomm pushes the boundaries of what's possible to enable next-generation experiences and drives digital transformation to help create a smarter, connected future for all. As a Qualcomm Systems Engineer, you will research, design, develop, simulate, and/or validate systems-level software, hardware, architecture, algorithms, and solutions that enables the development of cutting-edge technology. Qualcomm Systems Engineers collaborate across functional teams to meet and exceed system-level requirements and standards.

Minimum Qualifications:

• Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Systems Engineering or related work experience.

Master's degree in Engineering, Information Systems, Computer Science, or related field and 1+ year of Systems Engineering or related work experience.

PhD in Engineering, Information Systems, Computer Science, or related field.

Required Skills and Aptitudes

• Excellent analytical, development, and debugging skills

• Hands-on experience in ML/AI tools development involving Deep Learning frameworks like Keras, TensorFlow, ONNX, PyTorch, Caffe/Caffe2, etc…

• Understanding of model architectures of various CV, NLP and LLMs

• Strong understanding and experience in working on inference software like graph optimization, Quantization, pruning and compression techniques etc. is a plus

• Understanding of performance and accuracy metrics for different class of neural NWs

• Hands-on Experience with Object Orientated Design, design patterns

• Strong python / C++ implementation skills (Skill level > 7/10)

• Strong in Data structures & Algorithms (Skill level > 7/10)

Desirable Skills and Aptitudes

• Experience with GPUs, machine learning accelerators and related software is 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

• Hands on use of version control tools like GIT, GITHUB

Qualifications

· Bachelor's / Masters/ PHD degree in Engineering, Machine learning/ AI, Information Systems, Computer Science, or related field.

· 3 – 5 years Software Engineering or related work experience.

Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.