Machine Learning/AI Software Engineer

SiFive

HsinChu, TW
  • Job Type: Full-Time
  • Function: IT
  • Post Date: 05/04/2021
  • Website: sifive.com
  • Company Address: 1875 South Grant Street Suite 600, San Mateo, CA, 94402

About SiFive

Freeing Silicon ... because Moore's Law only ends once
SiFive was founded by the creators of the free and open RISC-V architecture as a reaction to the end of conventional transistor scaling and escalating chip design costs.
SiFive's mission is to bring the power of open-source and agile hardware design to the semiconductor industry. SiFive reduces the cost to harness the performance and energy-efficiency of customized silicon, enabling whole new ranges of applications.

Job Description

About SiFive

SiFive is an idea-to-silicon company founded by the inventors of RISC-V to simplify the design and production of custom SoCs.

As the leading commercial provider of RISC-V processor IP, SiFive is on a mission to help engineers design custom chips for domain-specific solutions for many markets, including 5G, edge AI, enterprise networking, storage, and consumer devices.

Industry-leading innovators, including six of the top ten semiconductor companies, are working with SiFive thanks to our proven success, deep expertise, and rich partner ecosystem. With SiFive’s rich IP ecosystem and accessible design platform, every market has access to the development of workload-focused hardware needed to design next-generation products.

As new RISC-V ISA extensions are prototyped, implemented, and standardized, SiFive will remain at the forefront of RISC-V innovation by shipping the highest performance, the lowest power RISC-V processors in the world. In order to achieve this goal, we need specialists in vector extensions and heterogeneous software architecture. In the SiFive Vector team, you will build a Heterogeneous computing software stack based on RISC-V architecture and vector extension for AI/ML applications, and also the high-performance vector kernel/library solutions.


Responsibilities:

  • AI/ML or Heterogeneous computing infrastructure development
  • Parallel programming & optimization
  • Deep learning application/middleware integration
  • Open-source software development/ integration
  • Co-work with SW & HW members for performance exploring and tuning

Requirements:

  • 3+ years experience working in a large code base software, and strong c/c++ programming.
  • 3+ years Software design and programming experience in C/C++/Python for development, debugging, testing and performance analysis.
  • Familiarity with AI Compiler (like MLIR/TVM/Glow etc).
  • Familiarity with AI Runtime (like TFRT/IREE/ONNX-runtime etc).
  • Basic understanding of Deep learning
  • Open source upstreaming experience is plus
  • Good understanding of both CPU and System Architecture is plus

Besides the above, if you have rich experience in any heterogeneous computing runtime, you are the professional we are looking for!

We believe that multi-functional cooperation can spark innovation and reduce production cycle time. Thus, the work environment is especially great if you are a team-player. Through collaboration with the Hardware team, we are dedicated to analyzing and improving the efficiency of our systems. 

SiFive is proud to be an equal employment opportunity workplace. We offer a competitive compensation package that includes flexible paid time off; health, vision and dental benefits; 401(k) plan; employee stock option program, and much more.
 
We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.
 
If you yearn to be challenged and wish to work in an environment where the boundaries of your creativity and skills will be tested, then SiFive is the place for you!
 
 
Notice to Staffing Agencies / External Recruiters:
Thank you for your interest in SiFive Inc. Please note that SiFive does not accept unsolicited resumes from external agencies unless contracted to fill a specific position. Agencies are hereby specifically directed NOT to contact SiFive employees directly in an attempt to present candidates – all applications must go through SiFive's internal recruiting team. Any third-party resume forwarded by agencies/external recruiters to a SiFive mailing address, fax machine or email address, directly to SiFive employees, or to SiFive's resume database will be considered property of SiFive Inc and treated as a direct application. This exchange does not constitute an agreement between SiFive and the agency/external recruiter. SiFive reserves the right to contact the candidate directly. Employment agencies/external recruiters will receive no compensation from SiFive or its companies.

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Disclaimer: Local Candidates Only
This company does NOT accept candidates from outside recruiting firms. Agency contacts are not welcome.