QT Technologies Ireland Limited
Job Area
Engineering Group, Engineering Group > ASICS Engineering
General Summary
Join a dynamic team at Qualcomm focused on advancing state-of-the-art in ML applications.
The team invents ML techniques that will change the way chips and systems are designed, by reducing long-loop iterations and enabling deeper exploration of the design solution space.
We work on unsolved problems by applying ML to all aspects of VLSI from FrontEnd design to Backend and Digital and Analog circuits, with tons of data (each chip has billions of transistors).
Principal Duties & Responsibilities
You will be expected to work in a cross-functional team of ML, CAD, IT, 5G, RF, Digital/Analog Design experts on identifying new opportunities to apply ML, exploring advanced ML techniques, developing/testing/tuning ML algorithms, and writing/deploying/supporting production-ready software to design teams, with an opportunity to contribute to one of the emerging new frontiers in ML innovation in this large space of unsolved problems.
Please note this role will require 5 days per week onsite in our Cork office*
Company
Qualcomm
Qualifications
Strong team player
Experience in engineering competitive ML solutions
Hands-on programming is a must (Python)
Strong analytical and communication skills
Ability to pick up new skills and apply to new areas
Experience with VLSI chip design (verification, physical design, timing, etc)
Experience with MLOps SW (from development to deployment)
Experience with advanced ML techniques and theory (e.g. graph NN, RL)
Experience with CAD optimization algorithms
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