Software Engineer - Principal

https://eda.sw.siemens.com/en-US/ic/ic-design/high-level-synthesis-and-verification-platform/

Catapult HLS tool isused by leading hardware design and systems companies for cutting edgesemiconductor chip design in edge computing/automotive/machinelearning/wireless design/video, image processing etc. We also work closely withacademia and the tool is also used by top universities around the world inacademic research to create state of the art edge computing/ML/AI chips.

These are exciting timesin our space - we are growing and working on ambitious new initiatives. We are looking for passionate engineers to be part of ourLLM/AI/ML team.

This team is expected toplay a major role in developing several new capabilities in the Catapult HLStool in future.

Responsibilities

• Find innovative ways to use LLMs (generative AI) to generate HLS-ready models for specific architectures and leverage LLM & AI/ML techniques to lead and improve upon current High-level synthesis and High-level verification solutions like PPA exploration and estimation, or orchestration of recipes for formal-based solutions.
• Leverage infrastructure and learning developed from such initiatives to other products in CSD and Siemens EDA
• Analyze and improve PPA for HLS-generated RTL by improving upon existing algorithms and developing new algorithms.
• Participate in the specification, architecture, design, and development of features.
• Work with customers, research partners and academia to drive future innovation-related initiatives.
• Be a force for improving development processes and product quality.
• Work effectively with globally distributed engineering teams and the Product Validation team

Education andExperience:

• PhD or post-doc in CS or ECE with research focus on EDA, preferably HLS or synthesis in general, and LLMs/AI/ML, or Masters with > 5 years of LLM/AI/ML & EDA industry experience
• Deep understanding of numerical methods and sparse matrix techniques
• Good knowledge of digital electrical circuits
• Outstanding programming skills in C and C++, or Python, preferably on Linux platform
• Proficiency in memory optimization, high-performance data structures and algorithms
• Advanced multithreading programming experience.
• Understanding of advanced computer architectures

The Ideal Candidateshould demonstrate:

• Previous experience with product development or academic research in AI/ML applicable to EDA or digital design tools.
• Solid background in object-oriented design and software engineering processes.
• Strong analytical and problem-solving capabilities.
• Ability to collaborate as part of globally distributed team
• Fluency in English with strong interpersonal and excellent oral and written communication skills.

Technical Skills(Desirable) :

• Understanding of digital design for ASIC or FPGA. Hardware architecture and trade offs for digital arithmetic design.
• Understanding of compiler optimizations.
• Working knowledge of one or more HDL language and/or SystemC.
• Python programming experience.
• Prior background in applying LLMs/ML/AI in one or more areas like program analysis, EDA algorithms, compilers, DSE, PPA estimation, formal verification.

General Skills: Strongpositive attitude, Good presentation and communication skills, Self-driven andself-motivating, Able to implement technical solutions independently, Relationshipbuilding capabilities, Team player.

This position will besubject to U.S. export control requirements under the International Traffic inArms Regulations (ITAR) and/or Export Administration Regulations (EAR). Employment is contingent on either verifying the U.S. Person status orobtaining any necessary export license.

Siemens Software. Transform the Everyday

The salary range forthis position is $145,700 to $262,300 and this role is eligible to earnincentive compensation. The actual compensation offered is based on thesuccessful candidate's work location as well as additional factors, includingjob-related skills, experience, and relevanteducation/training. Siemens offers a variety of health and wellnessbenefits to employees. Details regarding our benefits can be found here: www.benefitsquickstart.com. In addition, thisposition is eligible for time off in accordance with Company policies,including paid sick leave, paid parental leave, PTO (for non-exempt employees)or non-accrued flexible vacation (for exempt employees).

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