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Full-Time

Software Development and Test Automation Engineer – Senior

Posted on 4/27/2024

d-Matrix

d-Matrix

51-200 employees

AI compute platform using in-memory computing

Data & Analytics
Hardware
AI & Machine Learning

Senior

Santa Clara, CA, USA

Category
QA & Testing
Software QA & Testing
Software Engineering
Required Skills
Python
Software Testing
Git
JIRA
Linux/Unix
Requirements
  • Bachelors with 3+ years of Industry Experience /Masters preferred with 1 year of Industry experience in testing of software stack for chips
  • Fluency in Python programming is required
  • Experience with Pytest automation framework, Jira, Gitlab, Dockers or other containers, and CI/CD infrastructures
  • Experience testing and automating ML/AI models and workload is a plus
  • Prior experience with the System Hardware and Software Testing is a plus
  • Excellent cross-geography team-player and communication skills
  • Prior experience of entrepreneurship or working for a start-up is a plus
  • Experience with Linux OS and Linux kernel is a plus
Responsibilities
  • Lead junior team members with test planning, test automation, and test execution
  • Develop test suites, test cases, and test infrastructures
  • Design, automate, and execute software and system use cases
  • Implement Python programs to test workloads and ML Models within Pytest Framework
  • Implement and improve d-Matrix end-to-end test suite along with regression test suite in CI/CD infrastructure
  • Collaborate with product team, software development team, and systems team on test coverage and test results
  • Engage in test case implementation, software bug triaging, and debugging

d-Matrix is developing a unique AI compute platform using in-memory computing (IMC) techniques with chiplet level scale-out interconnects, revolutionizing datacenter AI inferencing. Their innovative circuit techniques, ML tools, software, and algorithms have successfully addressed the memory-compute integration problem, enhancing AI compute efficiency.

Company Stage

Series B

Total Funding

$161.5M

Headquarters

Santa Clara, California

Founded

2019

Growth & Insights
Headcount

6 month growth

-14%

1 year growth

85%

2 year growth

223%
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Simplify's Take

What believers are saying

  • Securing $110 million in Series B funding positions d-Matrix for rapid growth and technological advancements.
  • Their Jayhawk II silicon aims to solve critical issues in AI inference, such as cost, latency, and throughput, making generative AI more commercially viable.
  • The company's focus on efficient AI inference could attract significant interest from data centers and enterprises looking to deploy large language models.

What critics are saying

  • Competing against industry giants like Nvidia poses a significant challenge in terms of market penetration and customer acquisition.
  • The high dependency on continuous innovation and technological advancements could strain resources and lead to potential setbacks.

What makes d-Matrix unique

  • d-Matrix focuses on developing AI hardware specifically optimized for Transformer models, unlike general-purpose AI chip providers like Nvidia.
  • Their digital in-memory compute (DIMC) architecture with chiplet interconnect is a first-of-its-kind innovation, setting them apart in the AI hardware market.
  • Backed by major investors like Microsoft, d-Matrix has the financial support to challenge established players like Nvidia.
INACTIVE