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Posted On Apr 30

Machine Learning Compiler Engineer

Qualcomm India Private Limited

Location : Bengaluru, Karnataka

Headquarters : United States

Hiring Mode : Full Time

Experience : Mid Level

Qualcomm India Private Limited
Engineering Group, Engineering Group > Systems Engineering

Qualcomm is a company of inventors that unlocked 5G ushering in an age of rapid acceleration in connectivity and new possibilities that will transform industries, create jobs, and enrich lives. But this is just the beginning. It takes inventive minds with diverse skills, backgrounds, and cultures to transform 5Gs potential into world-changing technologies and products. This is the Invention Age - and this is where you come in.

General Summary

Job Overview:
Qualcomm is a company of inventors that unlocked 5G - ushering in an age of rapid acceleration in connectivity and new possibilities that will transform industries, create jobs, and enrich lives. But this is just the beginning. It takes inventive minds with diverse skills, backgrounds, and cultures to transform 5Gs potential into world-changing technologies and products. This is the Invention Age - and this is where you come in. We are investing in several supporting technologies including 4G, 5G, Edge Computing, and Deep Learning.

The Qualcomm CR&D team is developing hardware and software for Machine Learning solutions spanning the data center, edge, infrastructure, automotive markets and beyond. We are seeking ambitious, bright and innovative engineers with experience in compiler technology, vectorization and optimization, and machine learning toolchains.

Job activities span the whole product life cycle from early R&D to commercial deployment. The environment is fast-paced and requires cross-functional interaction on a daily basis so good communication, planning and execution skills are a must.

We are looking to staff engineers at multiple levels in systems & software, integration and test. Details of one of the roles we are looking to staff are listed below.
Responsibilities:
  • Research, design, develop, enhance, and implement the different components of machine learning compiler based on performance and code-size needs of the customer workloads and benchmarks.
  • Analyze software requirements, determine the feasibility of design within the given constraints, consult with architecture and HW engineers, and implement software solutions best suited for Qualcomm's SOCs.
  • Analyze and identify system level integration issues, interface with the software development, integration and test teams.
Minimum Qualifications
  • Bachelor's degree in Engineering, Information Systems, Computer Science, or related field.
  • 3+ years Systems Engineering or related work experience.
Preferred Qualifications
  • LLVM or any industrial strength compiler development experience is a plus.
  • Knowledge of the structure and function of the compiler internals.
  • Hands on experience writing SIMD and/or multi-threaded high-performance code is a plus.
  • Hands-on experience implementing DSP Kernels a plus
  • Hands-on Experience in C/C++, Python development (3+ years)
  • Hands-on Experience with Object Orientated Design, TDD development solutions such as GoogleTest etc. (2+ years)
  • Experience with Source Code and Configuration management tools, git knowledge is required
  • Willingness to work in a cohesive software development environment with ability to work on low level implementation (code & test) and interfacing with hardware and simulators
  • Experience in machine learning frameworks and neural network architectures + ML compiler workload synthesis, a plus
  • Prior working experience of hardware accelerators and hardware software co-design
  • Experience in using C++ 14/17 (advanced features)
  • Experience at both the firmware (RTOS) and system level (Linux) in SOC
  • Experience of profiling software and optimization techniques
  • Passion to drive to develop leading-edge "deep learning" framework and algorithms working on mobile and embedded platforms.

Job Overview:

Qualcomm is a company of inventors that unlocked 5G - ushering in an age of rapid acceleration in connectivity and new possibilities that will transform industries, create jobs, and enrich lives. But this is just the beginning. It takes inventive minds with diverse skills, backgrounds, and cultures to transform 5Gs potential into world-changing technologies and products. This is the Invention Age - and this is where you come in. We are investing in several supporting technologies including 4G, 5G, Edge Computing, and Deep Learning.

The Qualcomm CR&D team is developing hardware and software for Machine Learning solutions spanning the data center, edge, infrastructure, automotive markets and beyond. We are seeking ambitious, bright and innovative engineers with experience in compiler technology, vectorization and optimization, and machine learning toolchains.

Job activities span the whole product life cycle from early R&D to commercial deployment. The environment is fast-paced and requires cross-functional interaction on a daily basis so good communication, planning and execution skills are a must.

We are looking to staff engineers at multiple levels in systems & software, integration and test. Details of one of the roles we are looking to staff are listed below.
Responsibilities:
- Research, design, develop, enhance, and implement the different components of machine learning compiler based on performance and code-size needs of the customer workloads and benchmarks.
- Analyze software requirements, determine the feasibility of design within the given constraints, consult with architecture and HW engineers, and implement software solutions best suited for Qualcomm's SOCs.
- Analyze and identify system level integration issues, interface with the software development, integration and test teams.
Minimum Qualifications
- Bachelor's degree in Engineering, Information Systems, Computer Science, or related field.
- 3+ years Systems Engineering or related work experience.
Preferred Qualifications
- LLVM or any industrial strength compiler development experience is a plus.
- Knowledge of the structure and function of the compiler internals.
- Hands on experience writing SIMD and/or multi-threaded high-performance code is a plus.
- Hands-on experience implementing DSP Kernels a plus
- Hands-on Experience in C/C++, Python development (3+ years)
- Hands-on Experience with Object Orientated Design, TDD development solutions such as GoogleTest etc. (2+ years)
- Experience with Source Code and Configuration management tools, git knowledge is required
- Willingness to work in a cohesive software development environment with ability to work on low level implementation (code & test) and interfacing with hardware and simulators
- Experience in machine learning frameworks and neural network architectures + ML compiler workload synthesis, a plus
- Prior working experience of hardware accelerators and hardware software co-design
- Experience in using C++ 14/17 (advanced features)
- Experience at both the firmware (RTOS) and system level (Linux) in SOC
- Experience of profiling software and optimization techniques
- Passion to drive to develop leading-edge "deep learning" framework and algorithms working on mobile and embedded platforms.

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:

2+ years experience with Database Management Software. ,2+ years experience working in a large matrixed organization. ,2+ years experience with Testing Software such as Bugzilla, LoadRunner, etc. ,1+ years of work experience in a role requiring interaction with senior leadership (e.g., Director level and above). ,4+ years Systems Engineering or related work experience ,2+ years experience with Development Environment Software such as Apache Maven, Ruby, etc.

Certifications:

Skills:

Decomposition, Enterprise System Implementation, Metrics, Root Cause Analysis, Software Testing Tools

Applicants : If you need an accommodation, during the application/hiring process, you may request an accommodation by sending email to accommodation support

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