What are the responsibilities and job description for the Performance Modeling Engineer position at Cadence Design Systems Inc?
At Cadence, we hire and develop leaders and innovators who want to make an impact on the world of technology.
Performance Modeling Engineer
Location – US (prefer – San Jose)
Summary
Chiplet-based system design is an emerging trend in semiconductor technology, offering a new paradigm for building complex systems-on-chip (SoCs). Cadence is at the forefront of this innovation,
unveiling the first system chiplet
.
As part of the System Architecture team you will focus on performance by developing and integrating event-driven, cycle-level performance models for various Cadence IPs (including NoC, NPU, Memory Controller, UCIe), building chiplets and chiplet based systems, creating methodologies for architectural exploration, identifying key performance indicators to drive cutting-edge solutions for chiplet based SoCs.
Responsibilities
Develop a model-based performance analysis framework facilitating fast and accurate simulation at the chiplet and system level
Perform architectural exploration and quantify system performance for different workloads (traffic generators, CPUs, GPUs) and benchmarks - datacenters, AI inference, automotive, applications
Collaborate with system and IP architects to translate findings into practical solutions that can influence the design and application of chiplet technology
Define system performance specification and work with RTL performance verification teams in correlating expectations
Required Skills/Experience
At least 5 years of experience in performance modeling and analysis
Understanding of performance concepts, queuing theory, throughput/latency tradeoffs
Strong programming concepts: C++, SystemC/Transaction Level Modeling (TLM)
In depth understanding of computer architecture and memory hierarchy
Bachelors/Masters/PhD in Computer Science, Electrical Engineering or similar
Preferred Skills
Knowledge of memory controllers and memory protocols – DDR, LPDDR, HBM, etc
Prior experience developing models for components such as CPU, NoC, GPU, MMU, Caches, memory controllers
Understand of interconnect protocols like AHB/AXI/ACE/ACE-Lite/CHI
Experience working with a full system simulator like GEM5, or similar
Experience working with performance benchmarks – SPEC, STREAM, accelerator workloads, generating synthetic traffic representing real traffic
Understand RTL-Verilog, SV, UVM and experience with performance verificatio
The annual salary range for California is $150,500 to $279,500. You may also be eligible to receive incentive compensation: bonus, equity, and benefits. Sales positions generally offer a competitive On Target Earnings (OTE) incentive compensation structure. Please note that the salary range is a guideline and compensation may vary based on factors such as qualifications, skill level, competencies and work location. Our benefits programs include: paid vacation and paid holidays, 401(k) plan with employer match, employee stock purchase plan, a variety of medical, dental and vision plan options, and more.
We’re doing work that matters. Help us solve what others can’t.
Salary : $151,000 - $280,000