Qualcomm Staff Engineer - ML 

India, Telangana, Hyderabad 

377442282

Job Area:

Engineering Group, Engineering Group > Software Engineering

Work Experience:

1. 9-12 years of relevant work experience in software development (we have positions at multiple levels)

2. Live and breathe quality software development with excellent analytical and debugging skills. Strong understanding of Deep Learning and Machine learning theory and practice.

3. Experience with Deep learning model development. Data transformations, model training, model design, model optimization.

4. Familiarity with various deep learning architectures and problem domains like Computer Vision, Speech recognition, NLP etc.

5. Strong development skills in Python and C++. Experience with at least one machine learning framework like TensorFlow, ONNX, Pytorch, etc.

6. Understanding of software development and debugging in embedded environments.

7. Excellent communication skills (verbal, presentation, written)

8. Ability to collaborate across a globally diverse team and multiple interests.

Preferred Qualifications

1. Familiarity with neural network operators and model formats including PyTorch, ONNX, and Tensorflow.

2. Familiarity with neural network optimization techniques like graph optimization, quantization, pruning, knowledge distillation, network architecture search etc.

3. Strong understanding about embedded systems, system design fundamentals.

4. Well versed in version control tools like git

5. Experience with machine learning accelerators, optimizing algorithms for hardware acceleration cores, working with heterogeneous or parallel computing systems.

Minimum Qualifications:

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

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

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

• 2+ years of work experience with Programming Language such as C, C++, Java, Python, etc.

Educational Requirements

· Bachelor's/Master’s/PhD in Computer Science, Computer Engineering, or Electrical Engineering

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.