ML Performance Architect

3 months ago


San Jose, United States SilicaRise Full time

Responsibilities

1. Contribute to system-level innovations for ML silicon products.

2. Create and maintain methodologies to evaluate a wide range of ML systems optimizations, such as kernel fusion, 4D parallelism and dynamic batching, on prospective silicon products.

3. Collaborate with system and ML application software engineers to understand the constrains and trade-offs.

4. Collaborate with hardware engineers to optimize across the hardware/software boundary.


Requirements

1. MS or PhD degree with a focus on ML systems, or equivalent years of experience.

2. Understanding of transformer architecture and related optimizations at model architecture and system level.

3. Experience with ML frameworks.

4. Strong communication skills.


Preferred qualifications

1. Familiarity with performance tuning tools and methodologies on GPGPU or ML accelerator hardware.

2. Knowledge of the GPGPU or ML accelerator microarchitecture from a performance tuning perspective.

3. Proven track record of discovering and implementing ML system performance optimizations in industry or academia.

4. Knowledge of ML trends and experience in outreaching to ML researchers and application developers.



  • San Jose, California, United States SilicaRise Full time

    About the RoleWe are seeking a highly skilled ML Performance Architect to contribute to system-level innovations for ML silicon products at SilicaRise.Key ResponsibilitiesContribute to system-level innovations for ML silicon products.Create and maintain methodologies to evaluate a wide range of ML systems optimizations, such as kernel fusion, 4D parallelism...


  • San Jose, California, United States Intellipro Group Full time

    Job Title:ML Performance ArchitectPosition Type:Full Time / On-site or RemoteLocation:San Jose, CASalary Range / Rate:Base $150,000 - $200,000 + Bonus + StockJob ID#:141882Responsibilities:Contribute to the development of system-level innovations for ML silicon products.Collaborate with system and ML application software engineers to understand the...


  • San Jose, United States SilicaRise Full time

    Responsibilities1. Contribute to system-level innovations for ML silicon products.2. Create and maintain methodologies to evaluate a wide range of ML systems optimizations, such as kernel fusion, 4D parallelism and dynamic batching, on prospective silicon products.3. Collaborate with system and ML application software engineers to understand the constrains...


  • san jose, United States SilicaRise Full time

    Responsibilities1. Contribute to system-level innovations for ML silicon products.2. Create and maintain methodologies to evaluate a wide range of ML systems optimizations, such as kernel fusion, 4D parallelism and dynamic batching, on prospective silicon products.3. Collaborate with system and ML application software engineers to understand the constrains...


  • san jose, United States SilicaRise Full time

    Responsibilities1. Contribute to system-level innovations for ML silicon products.2. Create and maintain methodologies to evaluate a wide range of ML systems optimizations, such as kernel fusion, 4D parallelism and dynamic batching, on prospective silicon products.3. Collaborate with system and ML application software engineers to understand the constrains...


  • San Jose, California, United States SilicaRise Full time

    Key ResponsibilitiesAs a key member of the SilicaRise team, you will contribute to the development of innovative ML silicon products. Your expertise will be crucial in creating and maintaining methodologies to evaluate ML system optimizations, such as kernel fusion, 4D parallelism, and dynamic batching, on prospective silicon products.Collaboration and...

  • ML Hardware Architect

    2 weeks ago


    San Jose, California, United States SilicaRise Full time

    Job Title: ML Hardware ArchitectAbout the Role:SilicaRise is seeking a highly skilled ML Hardware Architect to contribute to the development of innovative silicon products. As a key member of our team, you will be responsible for designing and developing high-performance ML hardware solutions that meet the evolving needs of our customers.Key...

  • ML Hardware Architect

    1 month ago


    San Jose, California, United States IntelliPro Group Inc. Full time

    Job Title: ML Hardware ArchitectWe are seeking a highly skilled ML Hardware Architect to contribute to architectural innovations for ML silicon products.Responsibilities:Develop and maintain qualitative and quantitative evaluation methodologies for power, performance, and cost of prospective silicon products.Collaborate with microarchitectural design,...

  • ML Hardware Architect

    4 weeks ago


    San Jose, California, United States SilicaRise Full time

    Job Title: ML Hardware ArchitectAbout the RoleSilicaRise is seeking a highly skilled ML Hardware Architect to contribute to the development of innovative silicon products. As a key member of our team, you will be responsible for creating and maintaining evaluation methodologies for power, performance, and cost of prospective silicon products.Key...

  • AI/ML Architect

    4 weeks ago


    San Jose, California, United States Zealogics Full time

    Job Title: AI/ML ArchitectAt Zealogics, we are seeking a highly skilled AI/ML Architect to join our team. As an AI/ML Architect, you will be responsible for designing and developing cutting-edge AI models and GenAI applications to address business challenges in various industries.Key Responsibilities:Develop and implement AI models and GenAI applications to...


  • San Jose, California, United States SilicaRise Full time

    Job SummaryWe are seeking a highly skilled ML Hardware Architect to contribute to architectural innovations for ML silicon products at SilicaRise.Key ResponsibilitiesContribute to architectural innovations for ML silicon products.Create and maintain qualitative and quantitative evaluation methodologies for power, performance, and cost of prospective silicon...

  • ML Hardware Architect

    1 month ago


    San Jose, California, United States SilicaRise Full time

    Job DescriptionAt SilicaRise, we are seeking a highly skilled ML Hardware Architect to contribute to the development of innovative silicon products.Key Responsibilities:Collaborate with cross-functional teams to design and develop power-efficient and high-performance ML silicon products.Develop and maintain evaluation methodologies for power, performance,...

  • ML Hardware Architect

    2 months ago


    San Jose, California, United States SilicaRise Full time

    Job SummarySilicaRise is seeking a highly skilled ML Hardware Architect to contribute to the development of innovative silicon products. As a key member of our team, you will be responsible for creating and maintaining evaluation methodologies for power, performance, and cost of prospective silicon products.Key ResponsibilitiesCollaborate with...


  • San Jose, California, United States Intellipro Group Full time

    Job Title: ML Hardware ArchitectAt IntelliPro Group, we are seeking a highly skilled ML Hardware Architect to contribute to the development of innovative ML silicon products. The ideal candidate will have a strong background in computer architecture and experience with SystemC, Python, C/C++, and performance simulation frameworks.Key...


  • San Jose, California, United States IntelliPro Group Inc. Full time

    Job OverviewIntelliPro Group Inc. is seeking a highly skilled Machine Learning Performance Architect to contribute to the development of innovative ML silicon products. The ideal candidate will have a strong background in ML systems, transformer architecture, and performance optimization.Key Responsibilities:Design and implement methodologies for evaluating...


  • San Jose, California, United States AMD Full time

    Transforming Lives with AMD TechnologyWe are seeking a highly skilled AI/ML software architect to join our team at AMD. As a key member of our AI group, you will be responsible for architecting runtime stacks, defining operator mapping and dataflow, and scheduling operators on AMD's XDNA Neural Processing Units.Your work will directly impact the efficiency,...


  • San Jose, California, United States AMD Full time

    Job Title: AI/ML Systems ArchitectAt AMD, we're pushing the limits of innovation to solve the world's most important challenges. As an AI/ML Systems Architect, you'll be responsible for analyzing AI models, quantizing models for various data types for efficiency/latency/throughput tradeoffs, and proposing implementation on AMD's Adaptive SoC platform for...


  • San Jose, California, United States IntelliPro Group Inc. Full time

    Job OverviewIntelliPro Group Inc. is seeking a highly skilled Senior ML Hardware Architect to contribute to the development of innovative ML silicon products. The ideal candidate will have a strong background in computer architecture and experience with SystemC, Python, C/C++, and performance simulation frameworks.Key Responsibilities:Collaborate with...


  • San Jose, California, United States SilicaRise Full time

    Job Title: ML Performance ArchitectAbout the Role:We are seeking a highly skilled ML Performance Architect to join our team at SilicaRise. As a key member of our innovation team, you will contribute to the development of cutting-edge ML silicon products.Responsibilities:Collaborate with system and ML application software engineers to design and optimize ML...

  • ML Hardware Architect

    3 months ago


    San Jose, United States SilicaRise Full time

    Responsibilities1. Contribute to architectural innovations for ML silicon products.2. Create and maintain qualitative and quantitative evaluation methodologies for power, performance and cost of prospective silicon products.3. Collaborate with microarchitectural design, verification, physical design, hardware systems design engineers to understand the...