Senior Staff Compiler Engineer
Senior Staff Compiler Engineer
Employer Active
Job Alert
You will be updated with latest job alerts via email
Share
Job Alert
You will be updated with latest job alerts via email
Job Description
Senior Staff Compiler Engineer
Toronto/Hybrid
We are partnered with a global leader in the semiconductor industry assisting in the search for a SeniorStaff level compiler optimization engineer to join their growing AI/ML R&D team.
General Summary:
Today more intelligence is moving to end devices and mobile is becoming the pervasive AI platform. Building on the smartphone foundation and the scale of mobile We envision making AI ubiquitousexpanding beyond mobile and powering other end devices machines vehicles and things.
We are inventing developing and commercializing powerefficient ondevice AI edge cloud AI and 5G to make this a reality.
Job Purpose & Responsibilities
As a member of the ML Systems Team you will participate in two activities:
- Development and evolution of ML/AI compilers (production and exploratory versions) for efficient mappings of ML/AI algorithms on existing and future HW
- Analysis of ML/AI algorithms and workloads to drive future features in Qualcomms ML HW/SW offerings
Key Responsibilities:
- Contributing to the development and evolution of ML/AI compilers
- Defining and implementing algorithms for mapping ML/AI workloads to Qualcomm HW
- Understanding trends in ML network design through customer engagements and latest academic research and how this affects both SW and HW design
- Creation of performancedriven simulation components (using C Python) for analysis and design of highperformance HW/SW algorithms on future SoCs
- Exploration and analysis of performance/area/power tradeoffs for future HW and SW ML algorithms
- PreSilicon prediction of performance for various ML algorithms
- Running debugging and analyzing performance simulations to suggest enhancements tohardware and software to tackle compute and system memoryrelated bottlenecks
Minimum Qualifications:
Bachelors degree in Computer Science Engineering Information Systems or related field and 4 years of Hardware Engineering Software Engineering Systems Engineering or related work experience.Requirements:
- Demonstrated ability to learn think and adapt in fastchanging environments
- Detailoriented with strong problemsolving analytical and debugging skills
- Strong communication skills (written and verbal)
- Strong background in algorithm development and performance analysis is essential
The following experiences would be significant assets:
- Strong objectoriented design principles
- Strong knowledge of C
- Strong knowledge of Python
- Experience in compiler design and development
- Knowledge of network model formats/platforms (eg. Pytorch Tensorflow ONNX) is an asset.
- Onsilicon debug skills of highperformance compute algorithms Knowledge of algorithms and data structures
- Knowledge of software development processes (revision control CD/CI etc. Familiarity with tools such as git Jenkins Docker clang/MSVC
- Knowledge of computer architecture digital circuits and eventdriven transactional models/simulators
How to Apply
All qualified and interested applicants can apply directly to Gord Marriage by sending an email with attached resume to. You may also apply directly on our website atwww.talentlab. Although we thank all applicants for their interest only those in consideration will be contacted.
Required Experience:
Staff IC
Employment Type
Full-Time
