Job Title: Sr. Principal SW Engineer, DSP and Algorithms   Â
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Job Location: San Jose, CA (This position requires a full-time, on-site presence in our San Jose, CA office)Â Â Â Â Â
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Job ID: AI2467Â
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Description Â
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Responsibilities:Â Â Â
- Help implement customer processing pipelines that include Deep Neural Networks (DNNs), Large Multimodal Models (LMM) for audio and video applications.
- Architect, Design and Implement Audio and Video Processing functions (APIs) for ML applications using on chip vector DSP and ARM NEON processors.
- Design and implement Python reference processing modules.
- Design and implement Gstreamer algorithm plugins for applications.
- Measure accuracy and throughput of processing modules and optimize performance and accuracy to meet requirements.
- Work with chip hardware team to define next generation algorithmic compute blocks.
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Key Requirements:Â Â Â
- BS/MS in Physics, Electrical Engineering or Computer Science with 15+ years of experience developing system software for complex vision, audio, image or video processing applications.Â
- A strong knowledge of DSP, Image, Audio, Video, Computer Vision Algorithms and Frameworks is required, including common libraries like OpenCV and OpenCL.Â
- Good programming skills in C, C++ and Python in a Linux environment.Â
- Experience with DSPs, GPGPUs, SIMD or VLIW instruction sets such as ARM Neon, TI DSP, or any Vision processor like Cadence Tensilica, CEVA, RISC-V, Xilinx Versal, etc. is highly desirable.Â
- Strong mathematical foundation in algorithms, DSP and deep learning is desired.Â
- History of optimizing algorithms to align to HW platform capabilities, both for processing and memory transfer performance.Â
- Experience with 2D and 3D DMA programming and performance tuning.Â
- 2+ years of experience bringing up SoCs from scratch is a plus. Â
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Personal attributes:Â Â
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Can-do attitude. Strong team player. Curious, creative, and good at solving problems. Execution and results oriented. Self-driven, thinks big and is highly accountable. Good communication skills. Â Â Â Â
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The annual salary for this position ranges from $240,000 - $317,200. The actual annual salary offered will depend on several factors, including - among others - job-related skills, experience, technical expertise, qualifications, work location, and business needs. The annual salary range for this position is subject to change and may be adjusted in the future.  Â
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In addition to base salary, this role is also eligible for private company equity, and a comprehensive package of employee benefits. Please note that the salary ranges listed for U.S. roles reflect base salary only and do not include equity or other forms of compensation.Â
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EEO Employer: SiMa is an equal opportunity employer; all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or any other protected classification.