About the role
At Cadence, we hire and develop leaders and innovators who want to make an impact on the world of technology.
Performance Modeling Engineer
Location – India (Pune)
Summary
We are looking for modeling engineers to help develop performance models, perform architectural tradeoff analysis, and enable data driven design decisions for our next generation DDR memory controller architectures that can meet today’s complex SoC and workload requirements. Hardware modelling experience (C++/SystemC/TLM/Python) and computer architecture foundation is desired.
Responsibilities
- Develop cycle-level performance models in SystemC or C++
- Correlate performance models to match RTL configurations and traffic conditions
- Work with Memory Architects to understand feature requirements, architectural specifications and implement in the model
- Analyze architectural trade-offs (throughput, hardware cost) across different scenarios and architectural choices
- Develop synthetic memory traffic/traces that are representative of real-world applications (CPU, GPU, DSP, NoC, etc)
- Develop scripts to automate generation of various performance metrics and statistics post RTL simulation that helps identify performance bottlenecks
Required Skills
- BE/B.Tech ME/M.Tech in ECE, E&TC, CS or similar
- 8+ years of experience in hardware modeling, functional or performance
- Strong coding skills in C++, SystemC and Transaction Level Modeling (TLM)
- Basic understanding of performance principles, Queuing Theory, throughput/latency tradeoffs
Additional Skills
- Understand RTL-Verilog, SV, UVM and experience analyzing waveforms
- Understand memory protocols and timing – DDR4, DDR5, LP4, LP5
- Experience using performance simulators – Memory Controller, NoC, CPU models
- Coding in Python and familiarity with packages like Pandas, Matplotlib
- Experience working with performance benchmarks – SPEC, STREAM, etc
- Concepts related to Quality of Service (QoS) and how memory controller can tradeoff performance and latencies
We’re doing work that matters. Help us solve what others can’t.
Skills & Tags
Aplyr's read
Cadence Design Systems excels in electronic design automation, attracting professionals passionate about integrated circuits and system-on-chip innovations.
What's promising
- •Cadence is a leader in electronic design automation, providing cutting-edge tools for semiconductor design.
- •The company offers diverse career paths, from digital verification to automotive solutions engineering.
- •Cadence's global presence provides opportunities for international collaboration and growth.
What to watch
- •The niche focus on EDA may limit opportunities for those seeking broader tech roles.
- •High competition in the semiconductor industry could impact job stability and growth.
- •Frequent technical updates require continuous learning, which may be challenging for some employees.
Why Cadence Design Systems
- •Cadence's software is integral to designing advanced integrated circuits and systems on chips.
- •The company has a strong reputation for innovation in electronic design automation.
- •Cadence's partnerships with leading tech firms enhance its influence in the semiconductor industry.
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About Cadence Design Systems
Cadence Design Systems provides electronic design automation (EDA) software and engineering services for the design of integrated circuits, systems on chips, and printed circuit boards.
