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LLVM Compiler Optimization Engineer for Intel AI Accelerator, Leixlip
Client:
Intel
Location:
Leixlip, Ireland
Job Category:
Other
EU work permit required:
Yes
Job Reference:
52eae44c6555
Job Views:
67
Posted:
22.01.2025
Job Description:
Job Description
* Conducts design and development to build and optimize AI software.
* Designs, develops, and optimizes for AI frameworks (OpenVINO) and contributes to external frameworks (TensorFlow, PyTorch).
* Implements various distributed algorithms such as model/data parallel frameworks, parameter servers, and dataflow-based asynchronous data communication in machine learning and/or deep learning frameworks.
* Transforms computational graph representation of neural network models and develops machine learning and/or deep learning primitives in mathematical libraries.
* Profiles distributed deep learning models to identify performance bottlenecks and proposes solutions across individual component teams.
* Optimizes code for various computing hardware backends and interacts with machine learning and/or deep learning researchers.
Additional:
* Designs and develops LLVM IR transformation passes to optimize deep learning primitives for various cutting-edge AI frameworks targeted for Intel's accelerators.
* Profiles distributed deep learning models to identify performance bottlenecks and proposes solutions across individual component teams.
* Optimizes code for various computing hardware backends and interacts with machine learning and/or deep learning researchers.
Qualifications
Minimum qualifications are required to be initially considered for this position. Preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates.
* Masters in Computer Science or equivalent.
* At least 3-5 years of experience with compiler frameworks, design, and implementation of IR optimizations in C/C++.
* Experience with development of LLVM transformation passes.
* Good understanding of graph-based algorithms.
* Good system-level debugging skills.
* Knowledge of common machine learning frameworks will be beneficial.
* Strong production software engineering background, experience with CI, code reviews, paired programming, unit and integration testing.
Requirements listed would be obtained through a combination of industry-relevant job experience, internship experiences, and/or schoolwork/classes/research.
Inside this Business Group
The Client Computing Group (CCG) is responsible for driving business strategy and product development for Intel's PC products and platforms, spanning form factors such as notebooks, desktops, 2-in-1s, and all-in-ones. Working with our partners across the industry, we intend to deliver purposeful computing experiences that unlock people's potential - allowing each person to use our products to focus, create, and connect in ways that matter most to them.
Posting Statement
All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.
Benefits
We offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, as well as benefit programs which include health, retirement, and vacation. This role will be eligible for our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site. In certain circumstances, the work model may change to accommodate business needs.
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