Qualcomm Staff Engineer - ML 

India, Telangana, Hyderabad 

751258376

Job Area:

Engineering Group, Engineering Group > Systems Engineering

Responsibilities:

Design, implement, integrate, and test kernels for ML operators for HW accelerator.

Create test framework for validating end-end ML Software and ML Model performance

Requirements:

Strong programming skills in C/C++, Python

Expertise in developing and debugging software on embedded platforms

Knowledge of ML operators such as Transformers, LSTM, GRUs..

Knowledge of software design patterns and multi-threaded programming, Eg POSIX or PTHREADS

Knowledge of computer architecture, operating systems, data structures, and basic algorithms

knowledge of fixed point coding

Knowledge of any ML frameworks pytorch, tensorflow, ONNX..

Knowledge of Model quantization and compression techniques is a plus

Working on ML inference optimizations is a plus

Experience working on any AI HW accelerator (NPU) is a plus

Minimum Qualifications:

• Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Systems Engineering or related work experience.

Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Systems Engineering or related work experience.

PhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Systems 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.