AI Software Tools Lead (Principal Engineer)

AI Software Tools Lead (Principal Engineer)

Qualcomm
15-18 years
Not Specified

Job Description


Company:
Qualcomm India Private LimitedJob Area:
Engineering Group, Engineering Group > Software Engineering
General SummaryJoin a new and growing team at Qualcomm focused on advancing state-of-the-art Artificial Intelligence execution on Qualcomm SoCs. The team uses Qualcomm chips extensive heterogeneous computing capabilities and engineers them to allow the running of trained neural networks on device without a need for connection to the cloud.
Qualcomm Neural Processing SDK, Android Neural Network and Qualcomm AI Engine Direct are designed to help developers run neural network models trained in a variety of frameworks on Snapdragon platforms at blazing speeds while still sipping the smallest amount of power on billions of devices around the world.
Role Specific Responsibilities:
.As a Tools lead, you will be hands-on and leading the team responsible for feature implementation, deliverables, and customer engagement for our SDK tools, the AI Model Efficiency Toolkit (AIMET) and other tools focused on conversion, quantization, model optimization, profiling, and visualization of deep learning networks and execution.
.Enhance AI software tools to support the latest and greatest DNNs emerging from the research community and OEMs, improve quantization algorithms, graph optimization and version upgrades of frameworks like PyTorch, Tensorflow and ONNX format.
.You will work closely with other internal sub-teams within Qualcomm for collection of metrics at various subsystem like DSP, GPU etc. to provide a unified execution view on IDE and visualization tools for deep learning model execution to enable easy adoption and debugging of AI software products by internal and external customers.
.You will be working closely with internal teams on graph and model optimization in converters and tools to meet competitive KPI requirements.
.You will thrive in an environment which will require you to come up with innovative techniques for delivering best in class power, performance, and memory KPIs for our AI software tools like AIMET.
.You will also have to keep up with the fast-paced development happening in the industry and academia to continuously enhance our solution from software engineering as well as machine learning standpoint.
Generic Responsibilities:
.Working independently with no supervision.
.Team oriented and collaborative approach to getting work done
.Making decisions that are significant in impact, influencing overall program or project success, finances, and/or the ability to meet objectives errors are not readily apparent due to the complexity of work process/product or time between decisions and results errors typically result in significant expenditure of time, resources, and funds to correct.
.Using verbal and written communication skills to convey complex and/or detailed information to multiple individuals/audiences with differing knowledge levels. May require strong negotiation and influence, communication to large groups or high-level constituents.
.Having a great degree of influence over key organizational decisions (e.g., is making or directly making key decisions that have substantial impact on the organization).
.Completing tasks that require multiple steps that can be performed in various orders tasks require simultaneously executing multiple cognitive abilities and maintaining information in short or long-term memory.
.Regularly determines what needs to be done and is involved with sharing innovative solutions to achieve broad policies and objectives.
.Using deductive and inductive problem solving multiple approaches may be taken/necessary to solve the problem often information is missing or conflicting advanced data analysis and interpretation skills are required.
.Occasionally participates in strategic planning within own area affecting immediate operations.
Minimum Skills:
  • Live and breathe quality software development with excellent analytical and debugging
  • Experience with machine learning accelerators or GPU development, optimizing algorithms for hardware acceleration cores using OpenCL, DSPs and/or ML specific cores.
  • Strong knowledge on Data Structures and Algorithm, Graph optimization.
  • Strong understanding of Deep Learning fundamentals.
  • Strong development skills in C/C++, Python
  • Experience on developing data visualization, code and performance profiling tools and extensions to IDEs
  • Good understanding of optimization techniques for better Performance, Power, Memory usage.
  • Experience with at least one machine learning framework like TensorFlow, Caffe, Pytorch, etc.
  • Experience with embedded systems development.
  • Understanding of software development and debugging in embedded environments.
  • Excellent communication skills (verbal, presentation, written)
  • Ability to collaborate across a globally diverse team and multiple interests

Preferred Skills:
  • Familiarity with neural network operators and model formats including PyTorch, ONNX, Caffe, Caffe2, and TensorFlow.
  • Optimizing algorithms for hardware acceleration cores using OpenCL, DSPs and/or ML specific cores
  • Experience working with heterogeneous or parallel computing systems and knowledge of associated languages like OpenCL, CUDA, etc is a plus
  • Experience developing components of optimization workflows such as TensorRT or NVIDIA nsight
  • Experience developing VSCode plugins or related
  • Experience in development of drivers/frameworks of multimedia systems like camera, audio, video, graphics etc is a plus
  • Experience with machine learning accelerators or GPU development, optimizing algorithms for hardware acceleration cores using OpenCL, DSPs and/or ML specific cores
  • Good understanding about Processor architecture, system design fundamentals
  • Background in mathematical operations: linear algebra, fast math libraries

Experience:
  • 15+ years of relevant work experience and leading a 20+ member team consisting of individual contributors and managers

Educational Requirements
  • Bachelor's/Master's in Computer Science, Computer Engineering, or Electrical Engineering

Minimum Qualifications
Education:Bachelors - Computer Science, Bachelors - Engineering, Bachelors - Information Systems
Work Experiences:4+ years experience with Programming Language such as C, C++, Java, Python, etc., 8+ years Software Engineering or related work experience.
Certifications:
Skills:
Preferred Qualifications
Education:Masters - Computer Science, Masters - Engineering, Masters - Information Systems
Work Experiences:4+ years experience with Database Management Software. ,4+ years experience with API. ,4+ years experience working in a large matrixed organization. ,3+ years of work experience in a role requiring interaction with executive leadership (e.g., Vice President level and above). ,2+ years in a technical leadership role with or without direct reports. ,15+ years Software Engineering or related work experience.
Certifications:
Skills:Mathematical Methods, Object-Oriented Programming (OOP), Scientific Analysis, Software Development Lifecycle (SDLC), Software Solutions
Applicants: If you need an accommodation, during the application/hiring process, you may request an accommodation by sending email to (mailto:[Confidential Information]subject=Accommodation%20Support)
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.
If you would like more information about this role, please contact Qualcomm Careers (http://www.qualcomm.com/contact/corporate).

About Qualcomm

We are engineers, scientists and business strategists. We are from many different countries and speak many different languages. We come from diverse cultures and have unique perspectives. Together, we focus on a single goal-we invent breakthrough technologies that transform how the world connects, computes, and communicates.Employment Notices for US-based Job PostingsEqual Employment Opportunity'EEO is the Law' Poster SupplementPay Transparency NonDiscrimination ProvisionEmployee Polygraph Protection ActFamily Medical Leave ActRights of Pregnant EmployeesDiscrimination and HarassmentCalifornia Family Rights ActPrepare and succeed Qualcomm Interview FAQsEmployment Fraud Alert We have received reports of employment scams that seek financial or personal information from job candidates. Please note these communications are fraudulent. Click here to view our Employment Fraud Alert.

Similar Jobs

Career Advice to Find Better