Synthesis Engineer

Posted 16 Days Ago
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Santa Clara, CA
In-Office
185K-220K Annually
Senior level
Artificial Intelligence • Machine Learning
The Role
The Synthesis Engineer will develop timing constraints, manage flows for ASIC designs, perform static timing analysis, and collaborate across teams to enhance design methodology and timing sign-off.
Summary Generated by Built In

About Celestial AI

As Generative AI continues to advance, the performance drivers for data center infrastructure are shifting from systems-on-chip (SOCs) to systems of chips. In the era of Accelerated Computing, data center bottlenecks are no longer limited to compute performance, but rather the system’s interconnect bandwidth, memory bandwidth, and memory capacity. Celestial AI’s Photonic Fabric™ is the next-generation interconnect technology that delivers a tenfold increase in performance and energy efficiency compared to competing solutions.

The Photonic Fabric™ is available to our customers in multiple technology offerings, including optical interface chiplets, optical interposers, and Optical Multi-chip Interconnect Bridges (OMIB). This allows customers to easily incorporate high bandwidth, low power, and low latency optical interfaces into their AI accelerators and GPUs. The technology is fully compatible with both protocol and physical layers, including standard 2.5D packaging processes. This seamless integration enables XPUs to utilize optical interconnects for both compute-to-compute and compute-to-memory fabrics, achieving bandwidths in the tens of terabits per second with nanosecond latencies.

This innovation empowers hyperscalers to enhance the efficiency and cost-effectiveness of AI processing by optimizing the XPUs required for training and inference, while significantly reducing the TCO2 impact. To bolster customer collaborations, Celestial AI is developing a Photonic Fabric ecosystem consisting of tier-1 partnerships that include custom silicon/ASIC design, system integrators, HBM memory, assembly, and packaging suppliers.

ABOUT THE ROLE

We are seeking a highly skilled and experienced timing and Synthesis Engineer to join our team. The ideal candidate will have a strong background in timing constraints development, synthesis, front-end implementation flows & methodologies for both SOC level and block level. They should have experience that includes logic synthesis (MMMC synthesis), logic equivalency checks, STA, timing constraints, functional ECOs, hard IP integration, timing budgeting, optimization, and timing closure of high-speed designs. Experience with deep technology nodes such as 5nm/4nm is highly valued.

ESSENTIAL DUTIES AND RESPONSIBILITIES

  • Develop and validate timing constraints for intricate SoC designs
  • Collaborate with Architecture, RTL, DFT, and Analog teams to understand the design requirements, analyze the timing complexities, and develop consolidated timing modes and constraints for synthesis, PnR and chip timing sign-off flows
  • Own and contribute to various Front-End Implementation tasks & flows such as Synthesis, UPF development, Logical Equivalence Checks (LEC), Functional ECOs, etc.
  • Analyze and understand the tradeoffs between power/performance and area goals to drive them into overall chip implementation flows
  • Perform static timing analysis (STA) using industry-standard tools (e.g., Tempus, Primetime)
  • Define and implement Synthesis & timing signoff methodologies, including process corners, derates, and uncertainties
  • Resolve tool issues, independently or working with EDA tool vendors
  • Conduct pre-route timing checks and quality of results (QoR) analysis
  • Automate front end flows and timing analysis processes using scripting languages such as Tcl or Python
  • Create QoR dashboards, histograms for Synthesis & STA flows
  • Ensure compliance with timing signoff checklists and criteria
  • Document best practices and lessons learned to drive continuous improvements in future projects

QUALIFICATIONS

  • Bachelor's degree in electrical or computer engineering (advanced degree preferred)
  • Minimum of 5 years of industry experience in ASIC implementation, STA and synthesis
  • Strong understanding of ASIC design flows, from RTL to GDSII
  • Knowledge and hands-on experience with synthesis & STA methodologies and implementation
  • Proficiency in using synthesis tools, STA tools, and scripting languages (e.g., Tcl, Python)
  • Experience with high-complexity silicon in advanced technology nodes, preferably TSMC N4/N5
  • Strong understanding of timing constraint development for hierarchical designs, timing ECO creation and final timing signoff
  • Familiarity with physical design and timing optimization techniques and strategies to achieve physical design and timing closure
  • Proven track record of delivering successful designs on time and meeting performance, power and area goals
  • Excellent problem-solving skills, attention to detail, and ability to analyze and debug complex issues
  • Strong communication and collaboration skills to work effectively within cross-functional teams.

 

PREFERRED QUALIFICATIONS

  • Master's degree in electrical engineering or computer engineering
  • A minimum of 5+ years of hands-on experience in ASIC Synthesis, timing constraints development, STA & timing closure with Cadence or Synopsys tools.
  • Knowledge of hierarchical physical design flows, for large chips.

 

LOCATION: Orange County, CA

 

For California Location:

As an early stage start up, we offer an extremely attractive total compensation package inclusive of competitive base salary, bonus and a generous grant of our valuable early-stage equity. The target base salary for this role is approximately $185,000.00 - $220,000.00. The base salary offered may be slightly higher or lower than the target base salary, based on the final scope as determined by the depth of the experience and skills demonstrated by candidate in the interviews.

We offer great benefits (health, vision, dental and life insurance), collaborative and continuous learning work environment, where you will get a chance to work with smart and dedicated people engaged in developing the next generation architecture for high performance computing.

Celestial AI Inc. is proud to be an equal opportunity workplace and is an affirmative action employer.


#LI-Onsite

Top Skills

Python
Sta
Synthesis Tools
Tcl
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The Company
HQ: Santa Clara, CA
60 Employees
Year Founded: 2020

What We Do

Celestial AI is a Machine Learning (ML) accelerator company that has developed a proprietary technology platform which enables the next generation of high-performance computing solutions. Celestial AI’s mission is to transform data parallel computing with a proprietary Photonic Fabric™ technology platform which uses light for data movement both within chip and between chips.

Advancements in data communications have driven robust silicon photonics technology and volume manufacturing ecosystems that are ripe for commercial implementation of ML and high-performance computing (HPC) solutions which leverage integrated silicon photonics for data movement.

Celestial AI’s system delivers differentiated single node performance that scales efficiently, providing significant performance gains for multi-node and multi model applications. The scalability of Celestial AI’s accelerator architecture enables an efficient and performant mapping of data and compute over a broad range of ML model types without the need for complex software optimizations. Celestial AI’s competitive advantage will further grow over time as ML models continue to increase in complexity and size.

Celestial AI has assembled a highly experienced team of industry leaders who have a track record of building multiple successful technology businesses. The company’s Orion AI accelerator products serve an addressable market that is projected by Omida to exceed $70 billion in 2025

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