Staff Engineer - Machine Learning Compiler

Company: Qualcomm Technologies, Inc.
Location: Raleigh, West Virginia, United States
Type: Full-time
Posted: 18.JUL.2021

Summary

Company:Qualcomm Technologies, Inc.Job Area:Engineering Group, Engineering Group > Machine Learning EngineeringJob Overview:Qualcomm is a co...

Description

Company:Qualcomm Technologies, Inc.Job Area:Engineering Group, Engineering Group > Machine Learning EngineeringJob 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.GENERAL SUMMARYQualcomm 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 5G's potential into world-changing technologies and products. This is the Invention Age - and this is where you come in. The Qualcomm CR team is developing hardware and software solutions for Machine Learning solutions spanning the data center, edge, 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 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.Specific ResponsibilitiesResearch, design, develop, enhance, and implement the different components of machine learning compiler for acceleration of neural networks and machine learning workloads.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 field3+ years of academic or professional experience with compiler development required3+ years Software Engineering or related work experience3+ years development experience with C/C++ and PythonExperience in machine learning frameworks and neural network architectures + ML compiler workload synthesisDesired Skills and AptitudesLLVM or any industrial strength compiler development experience (3+ years)Hands on experience writing SIMD and/or multi-threaded high-performance code, and graph optimizationHands-on experience implementing DSP Kernels a plusHands-on Experience with Object Orientated Design, TDD development solutions such as GoogleTest (2+ years)Experience with Source Code and Configuration management tools, git knowledge is requiredWillingness to work in a cohesive software development environment with ability to work on low level implementation (code & test) and interfacing with hardware and simulatorsPrior working experience of hardware accelerators and hardware software co-design a plusExperience in using C++ 14/17 (advanced features)Experience of profiling software and optimization techniquesPassion and drive to develop leading-edge solutions for machine learning acceleration.Excellent technical and communication skills.Physical RequirementsFrequently transports between offices, buildings, and campuses up to ½ mileFrequently transports and installs equipment up to 5 lbsPerforms required tasks at various heights (e.g., standing or sitting)Monitors and utilizes computers and test equipment for more than 6 hours a dayContinuous communication which includes the comprehension of information with colleagues, customers, and vendors both in person and remotelyMinimum QualificationsEducation:Bachelors - Computer Science, Bachelors - Engineering, Bachelors - Information SystemsWork Experiences:3+ years experience in relevant engineering areas such as hardware design, systems design, software programming, etc. ,3+ years experience with Programming Language such as C, C++, Java, Python, etc. ,2+ years experience with Machine Learning frameworks (e.g.,Tensor Flow, Caffe, Caffe 2, Pytorch, Keras)Certifications:Skills:Preferred QualificationsEducation:Masters - Computer Science, Masters - Engineering, Masters - Information SystemsWork Experiences:5+ years experience with one or more programming language suitable for machine learning (e.g., Python, R, C, C++) ,5+ years experience with Machine Learning frameworks (e.g.,Tensor Flow, Caffe, Caffe 2, Pytorch, Keras). ,3+ years of experience working in a large matrixed organization.Certifications:Skills:AI Frameworks, Calculus, Data Manipulation, Deep Learning, Machine Learning, Performance Optimization, Python, StatisticsApplicants: If you are an individual with a disability and need an accommodation during the application/hiring process, please call Qualcomm's toll-free number found here for assistance. Qualcomm will provide reasonable accommodations, upon request, to support individuals with disabilities to be able participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities. Qualcomm is an equal opportunity employer and supports workforce diversity.To all Staffing and Recruiting Agencies:Our Careers Site is only for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications or resumes, and any such submissions will be considered unsolicited. Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees or any other company location. Qualcomm is not responsible for any fees related to unsolicited resumes/applications.EEO Employer: Qualcomm is an equal opportunity employer; all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or any other protected classification.Pay range:$136,200.00 - $204,400.00If you would like more information about this role, please contact Qualcomm Careers.

 
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