AI/ML R & D engineer in high level synthesis w/m

Let’s make the difference together!

Siemens EDA is a global technology leader in electronic design automation and part of Siemens Digital Industries Software.

Our technologies enable companies around the world to develop new, highly innovative electronic products faster and more cost-effectively. Our customers use our solutions to push the boundaries of technology to deliver better products in the increasingly complex world of chip, board and system design.

We offer a role with responsibility, independence, and the possibility to contribute proactively.

About the role

You join our team LLM/AI/ML wich is looking for a R&D engineer who can understand, design, and implement LLM & AI/ML based solutions for high-level synthesis (HLS). The role is for “Catapult HLS”, and industry leader in HLS space, which takes ANSI C/C++ and SystemC inputs and generates register transfer level (RTL) code targeted for FPGAs and ASICs.

Discover Catapult : https://eda.sw.siemens.com/en-US/ic/catapult-high-level-synthesis/

These are exciting times in our space – we are growing and working on ambitious new initiatives. We are looking for passionate engineers to be part of our LLM/AI/ML team.

Here is how you participate to developing several new capabilities in the Catapult HLS tool:

• Find innovative ways to use LLMs (generative AI) to generate HLS-ready models for specific architectures and leverage LLMs & 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

This role is a permanent contract, ASAP, based Grenoble (France)

Statut: Cadre

Your qualifications

We would love to hear from you if you have 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 > 3 years of LLM/AI/ML & EDA industry experience that have enabled you to develop strong analytical and problem-solving capabilities.

• 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
• 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.

• 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.
• Prior background in applying LLMs/ML/AI in one or more areas like program analysis, EDA algorithms, compilers, DSE, PPA estimation, formal verification

As you work in an international environment proficiency in spoken and written English is required to allow you to collaborate as part of globally distributed team

Working at Siemens Software

Why us?

Working at Siemens Software means flexibility – Choosing between working at home and the office at other times is the norm here. We offer great benefits and rewards, as you’d expect from a world leader in industrial software.

We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status.

At Siemens, we are always challenging ourselves to build a better future. We need the most innovative and diverse Digital Minds to develop tomorrow ‘s reality.

Siemens. Making real what matters

If you want to make a difference – make it with us!

Recruitment contact : Eve Corvisier

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