Staff Engineer - ML Libraries Development Engineer
Technology, Data & Digital · Software & Web Development · Software Engineering · Machine Learning · Data Science
In short
Qualcomm is seeking a Staff Engineer for ML Libraries Development to optimize core ML kernels for ML/AI acceleration on ARM CPU architecture. This role involves enhancing ML model performance on QCOM SoCs and requires 8-12 years of experience in Bangalore.
Responsibilities
- Participate in optimizing core ML kernels using advancements like SME, SVE of the ARM CPU architecture.
- Enhance the performance of ML models on the CPU of the QCOM SoC.
- Optimize kernels for vector processors.
- Inferencing of ML models written in Pytorch/TensorFlow/Keras.
Requirements
- 8 to 12 years of relevant experience.
- Understanding of ARM CPU architecture fundamentals and ARM Arch64 ISA.
- Optimizing kernels for vector Processors.
- Understanding of the basic linear algebra functions used in AI/ML.
- Algorithm design (logic, critical thinking).
- Performance Evaluation and Optimization of the applications for ARM architecture.
- Inferencing of the ML models written in Pytorch/TensorFlow/Keras.
- Understanding of the typical Open-Source Library framework design.
- Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ years of Software Engineering or related work experience.
- OR Master's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Engineering or related work experience.
- OR 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.
Desired Qualifications
- Strong Programming skills and deep understanding of the ARM ISA.
- understanding of the algorithms suitable for Vector and matrix accelerators.
- Strong Analytical and debugging skills.
- Good understanding of Optimizing the Linear Algebra algorithms.
- Performance evaluation using QEMU, Simulators, Emulators and on Real Hardware.
Skills
ARM CPU architectureARM Arch64 ISACC++PythonJavaLinear algebraAlgorithm designPerformance evaluationPytorchTensorFlowKerasQEMU
#ML#AI#ARM#CPU#SoC#performance optimization
About Qualcomm
Enabling a world where everyone and everything can be intelligently connected.
Enabling a world where everyone and everything can be intelligently connected.\n\n
Company
QualcommJob Posted
2 days ago
Employment Type
Full Time
Work mode
On Site
Experience Level
Senior
Locations
Bangalore, India
Qualification
Bachelor, Master, Doctoral
Applicants
Be an early applicant
Similar Jobs
Unisys
Bengaluru, IndiaAssociate Engineer Software Application Engineer - AB Suite
Full Time Be an early applicant Posted 4 days ago
Google
Bengaluru, IndiaSenior Software Engineer, Search Platforms, LLM Evaluation Infrastructure
Full Time Be an early applicant Posted 4 days ago
Google
Bengaluru, IndiaStaff Software Engineer, GeminiApp Growth and Discovery, DeepMind
Full Time Be an early applicant Posted 4 days ago
Google
Bengaluru, India +2 moreApplied Solutions Architect, Google Cloud
Full Time Be an early applicant Posted 4 days ago
Google
Bengaluru, IndiaTechnical Program Manager, GSRS Technical Solutions
Full Time Be an early applicant Posted 4 days ago
Google
Gurugram, India +1 moreMarketing Science Lead
Full Time Be an early applicant Posted 4 days ago